From e3715bb9555641b49ab2c6efc6ceab02a08b7f75 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Thu, 28 Sep 2023 01:00:55 +0200 Subject: [PATCH 001/138] Initial backend commit --- .gitignore | 176 ++++++++++++++++++++++++++++ backend/.env.template | 5 + backend/api/__init__.py | Bin 0 -> 6 bytes backend/manage.py | 22 ++++ backend/requirements.txt | Bin 0 -> 348 bytes backend/shift_3_womenpp/__init__.py | 0 backend/shift_3_womenpp/settings.py | 123 +++++++++++++++++++ backend/shift_3_womenpp/urls.py | 22 ++++ backend/shift_3_womenpp/wsgi.py | 16 +++ 9 files changed, 364 insertions(+) create mode 100644 .gitignore create mode 100644 backend/.env.template create mode 100644 backend/api/__init__.py create mode 100644 backend/manage.py create mode 100644 backend/requirements.txt create mode 100644 backend/shift_3_womenpp/__init__.py create mode 100644 backend/shift_3_womenpp/settings.py create mode 100644 backend/shift_3_womenpp/urls.py create mode 100644 backend/shift_3_womenpp/wsgi.py diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..6e672dd --- /dev/null +++ b/.gitignore @@ -0,0 +1,176 @@ +*.bak + +# Created by https://www.toptal.com/developers/gitignore/api/django +# Edit at https://www.toptal.com/developers/gitignore?templates=django + +### Django ### +*.log +*.pot +*.pyc +__pycache__/ +local_settings.py +db.sqlite3 +db.sqlite3-journal +media + +# If your build process includes running collectstatic, then you probably don't need or want to include staticfiles/ +# in your Git repository. Update and uncomment the following line accordingly. +# /staticfiles/ + +### Django.Python Stack ### +# Byte-compiled / optimized / DLL files +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo + +# Django stuff: + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +# .python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +#poetry.lock + +# pdm +# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. +#pdm.lock +# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it +# in version control. +# https://pdm.fming.dev/#use-with-ide +.pdm.toml + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintained in a separate JetBrains.gitignore that can +# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. For a more nuclear +# option (not recommended) you can uncomment the following to ignore the entire idea folder. +#.idea/ + +# End of https://www.toptal.com/developers/gitignore/api/django \ No newline at end of file diff --git a/backend/.env.template b/backend/.env.template new file mode 100644 index 0000000..1cb5b36 --- /dev/null +++ b/backend/.env.template @@ -0,0 +1,5 @@ +POSTGRES_DB_NAME = '' +POSTGRES_USER_NAME = '' +POSTGRES_PASSWORD = '' +POSTGRES_HOST = '' +POSTGRES_PORT = '' \ No newline at end of file diff --git a/backend/api/__init__.py b/backend/api/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..49cc8ef0e116cef009fe0bd72473a964bbd07f9b GIT binary patch literal 6 NcmezWkC%aq0RRg=0u=xN literal 0 HcmV?d00001 diff --git a/backend/manage.py b/backend/manage.py new file mode 100644 index 0000000..755a42a --- /dev/null +++ b/backend/manage.py @@ -0,0 +1,22 @@ +#!/usr/bin/env python +"""Django's command-line utility for administrative tasks.""" +import os +import sys + + +def main(): + """Run administrative tasks.""" + os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'shift_3_womenpp.settings') + try: + from django.core.management import execute_from_command_line + except ImportError as exc: + raise ImportError( + "Couldn't import Django. Are you sure it's installed and " + "available on your PYTHONPATH environment variable? Did you " + "forget to activate a virtual environment?" + ) from exc + execute_from_command_line(sys.argv) + + +if __name__ == '__main__': + main() diff --git a/backend/requirements.txt b/backend/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb4d3583d17d0b2365c1c81a42adcdcb1f2249cf GIT binary patch literal 348 zcmZXQ+X})k5Jby6h)NM&&M8yRX&IyRp0$XEgi5<*XgE8YyVKXr*xSn`lb^lUDyq*? Date: Thu, 28 Sep 2023 01:15:36 +0200 Subject: [PATCH 002/138] Added README --- backend/README.md | Bin 0 -> 402 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 backend/README.md diff --git a/backend/README.md b/backend/README.md new file mode 100644 index 0000000000000000000000000000000000000000..46270cf73d2cc75d57e035ca6b1ba2740a0f83a0 GIT binary patch literal 402 zcmZXQ%?iRm420(__znx6tp{)3{5yysf^=MYp96^^j%FgQeCx>a~+r^N_A2puN~pER;-LnLzQX;A_mc^cnevWN~SB!Ejp>% zaGTomEd#rxGL;YAe?60c{l~NCv8V_xx;x@={S^PP}}F Dp7BBi literal 0 HcmV?d00001 From 6e7ac7d7d715bcd3a3727a2e3ec07a6c91dfc73d Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Thu, 28 Sep 2023 02:06:07 +0200 Subject: [PATCH 003/138] Updated encoding --- backend/api/__init__.py | Bin 6 -> 1 bytes backend/requirements.txt | Bin 348 -> 164 bytes 2 files changed, 0 insertions(+), 0 deletions(-) diff --git a/backend/api/__init__.py b/backend/api/__init__.py index 49cc8ef0e116cef009fe0bd72473a964bbd07f9b..8b137891791fe96927ad78e64b0aad7bded08bdc 100644 GIT binary patch literal 1 Icmd-A000XB3jhEB literal 6 NcmezWkC%aq0RRg=0u=xN diff --git a/backend/requirements.txt b/backend/requirements.txt index eb4d3583d17d0b2365c1c81a42adcdcb1f2249cf..0841d7323c07ead8aecfb3dd593cc7c6cd3ed12e 100644 GIT binary patch literal 164 zcmXxcOAf*?3I0F+85LaaHpNV2 zP~i#OH%(z#*;gW^QUAK?8;5G2{+;V%jHN*VrS)qrQ5_V|I78`t%V~0%ecFg5ih(-s b2N2^8OKvQoz1CuD^F#s-8sObowtoa4u%j}I literal 348 zcmZXQ+X})k5Jby6h)NM&&M8yRX&IyRp0$XEgi5<*XgE8YyVKXr*xSn`lb^lUDyq*? Date: Thu, 28 Sep 2023 14:22:56 +0200 Subject: [PATCH 004/138] Included local DB and VSCode variables --- .gitignore | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.gitignore b/.gitignore index 6e672dd..bd49297 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,6 @@ *.bak +supabase/ +*.code-workspace # Created by https://www.toptal.com/developers/gitignore/api/django # Edit at https://www.toptal.com/developers/gitignore?templates=django From abcfca700f52b68d4fa54b986cbc8e2b4dd54d2d Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 29 Sep 2023 19:38:23 +0200 Subject: [PATCH 005/138] Built DJANGO models from DB and initialized example API view --- backend/api/migrations/0001_initial.py | 416 ++++++++++++++++ .../0002_alter_associationusers_created_at.py | 18 + .../0003_alter_invitation_association.py | 19 + backend/api/migrations/__init__.py | 0 backend/api/models.py | 463 ++++++++++++++++++ backend/api/routers.py | 8 + backend/api/selector.py | 6 + backend/api/serializers.py | 31 ++ backend/api/views.py | 29 ++ backend/requirements.txt | 1 + backend/shift_3_womenpp/settings.py | 95 ++-- backend/shift_3_womenpp/urls.py | 25 +- 12 files changed, 1056 insertions(+), 55 deletions(-) create mode 100644 backend/api/migrations/0001_initial.py create mode 100644 backend/api/migrations/0002_alter_associationusers_created_at.py create mode 100644 backend/api/migrations/0003_alter_invitation_association.py create mode 100644 backend/api/migrations/__init__.py create mode 100644 backend/api/models.py create mode 100644 backend/api/routers.py create mode 100644 backend/api/selector.py create mode 100644 backend/api/serializers.py create mode 100644 backend/api/views.py diff --git a/backend/api/migrations/0001_initial.py b/backend/api/migrations/0001_initial.py new file mode 100644 index 0000000..4e7ca95 --- /dev/null +++ b/backend/api/migrations/0001_initial.py @@ -0,0 +1,416 @@ +# Generated by Django 4.2.5 on 2023-09-28 00:55 + +from django.db import migrations, models +import django.db.models.deletion + + +class Migration(migrations.Migration): + + initial = True + + dependencies = [ + ] + + operations = [ + migrations.CreateModel( + name='Associations', + fields=[ + ('association_id', models.AutoField(primary_key=True, serialize=False)), + ('name', models.CharField(max_length=255)), + ('url_homepage', models.CharField(max_length=255)), + ('main_focus', models.TextField(blank=True, null=True)), + ('logo_url', models.CharField(blank=True, max_length=255, null=True)), + ('created_at', models.DateTimeField(blank=True, null=True)), + ], + options={ + 'db_table': 'associations', + }, + ), + migrations.CreateModel( + name='Candidates', + fields=[ + ('candidate_id', models.AutoField(primary_key=True, serialize=False)), + ('designation', models.CharField(db_comment='Herr, dr, etc', max_length=255)), + ('first_name', models.CharField(max_length=255)), + ('last_name', models.CharField(max_length=255)), + ('preferred_name', models.CharField(blank=True, max_length=255, null=True)), + ('values', models.TextField(blank=True, db_comment='Values is what is important to me, what I would like to see in the company I work for', null=True)), + ('desired_job', models.CharField(blank=True, max_length=255, null=True)), + ('street_address', models.CharField(blank=True, max_length=255, null=True)), + ('house_number', models.CharField(blank=True, max_length=255, null=True)), + ('postal_code', models.IntegerField(blank=True, null=True)), + ('city', models.CharField(blank=True, max_length=255, null=True)), + ('phone_number_region', models.IntegerField(blank=True, null=True)), + ('phone_number', models.IntegerField(blank=True, null=True)), + ('email_adress', models.CharField(max_length=255)), + ('birth_date', models.DateField(blank=True, null=True)), + ('linkedin_address', models.TextField(blank=True, null=True)), + ('notice_period_days', models.IntegerField(blank=True, null=True)), + ('earliest_start_date', models.DateField(blank=True, null=True)), + ('employed', models.BooleanField(blank=True, null=True)), + ('motivation', models.TextField(blank=True, null=True)), + ('preferred_work_percent', models.IntegerField(blank=True, null=True)), + ('yearly_salary_expectation_chf', models.IntegerField(blank=True, db_column='yearly_salary_expectation_CHF', null=True)), + ('avatart_url', models.CharField(blank=True, max_length=255, null=True)), + ('accepted_privacy', models.BooleanField(blank=True, null=True)), + ('skip_tutorial', models.BooleanField(blank=True, null=True)), + ('last_update', models.DateTimeField(blank=True, null=True)), + ('created_at', models.DateTimeField(blank=True, null=True)), + ], + options={ + 'db_table': 'candidates', + }, + ), + migrations.CreateModel( + name='Companies', + fields=[ + ('company_id', models.AutoField(primary_key=True, serialize=False)), + ('values', models.TextField(blank=True, db_comment='Values is what is important to the company', null=True)), + ('main_contact_first_name', models.CharField(max_length=255)), + ('main_contact_last_name', models.CharField(max_length=255)), + ('main_contact_email', models.CharField(max_length=255)), + ('main_contact_region_code', models.IntegerField(blank=True, null=True)), + ('main_contact_phone_number', models.IntegerField(blank=True, null=True)), + ('linkedin_url', models.CharField(blank=True, max_length=255, null=True)), + ('logo_url', models.CharField(blank=True, max_length=255, null=True)), + ('accepted_privacy', models.BooleanField(blank=True, null=True)), + ('skip_tutorial', models.BooleanField(blank=True, null=True)), + ('created_at', models.DateTimeField(blank=True, null=True)), + ('invited_by', models.ForeignKey(db_column='invited_by', db_comment='association id', on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations')), + ], + options={ + 'db_table': 'companies', + }, + ), + migrations.CreateModel( + name='Countries', + fields=[ + ('contry_id', models.AutoField(primary_key=True, serialize=False)), + ('country_name_in_english', models.CharField(max_length=255)), + ('country_name_in_native_language', models.CharField(max_length=255)), + ('country_it_code', models.CharField(max_length=255)), + ], + options={ + 'db_table': 'countries', + }, + ), + migrations.CreateModel( + name='Jobs', + fields=[ + ('job_id', models.AutoField(primary_key=True, serialize=False)), + ('company_id', models.IntegerField()), + ('job_description', models.TextField()), + ('open', models.BooleanField()), + ('role_id', models.IntegerField()), + ('last_day_to_apply', models.DateField(blank=True, null=True)), + ('closed_at', models.DateTimeField(blank=True, null=True)), + ('created_at', models.DateTimeField(blank=True, null=True)), + ], + options={ + 'db_table': 'jobs', + }, + ), + migrations.CreateModel( + name='Languages', + fields=[ + ('language_id', models.AutoField(primary_key=True, serialize=False)), + ('language_name', models.CharField(max_length=255)), + ], + options={ + 'db_table': 'languages', + }, + ), + migrations.CreateModel( + name='LanguagesProficiency', + fields=[ + ('language_proficiency_id', models.AutoField(primary_key=True, serialize=False)), + ('language_proficiency_name', models.CharField(max_length=255)), + ], + options={ + 'db_table': 'languages_proficiency', + }, + ), + migrations.CreateModel( + name='PageCounts', + fields=[ + ('page_count_id', models.AutoField(primary_key=True, serialize=False)), + ('page_name', models.CharField(max_length=255)), + ('date', models.DateField()), + ('views', models.IntegerField()), + ], + options={ + 'db_table': 'page_counts', + 'db_table_comment': 'Stores the daily page counts statistics', + }, + ), + migrations.CreateModel( + name='Skills', + fields=[ + ('skill_id', models.AutoField(primary_key=True, serialize=False)), + ('skill_name', models.CharField(max_length=255)), + ], + options={ + 'db_table': 'skills', + }, + ), + migrations.CreateModel( + name='SkillsProficiency', + fields=[ + ('skill_proficiency_id', models.AutoField(primary_key=True, serialize=False)), + ('proficiency_name', models.CharField(max_length=255)), + ], + options={ + 'db_table': 'skills_proficiency', + }, + ), + migrations.CreateModel( + name='Status', + fields=[ + ('status_id', models.AutoField(primary_key=True, serialize=False)), + ('status_descrption', models.CharField(max_length=255)), + ], + options={ + 'db_table': 'status', + }, + ), + migrations.CreateModel( + name='WorkModels', + fields=[ + ('preferred_work_model_id', models.AutoField(primary_key=True, serialize=False)), + ('preferred_work_model_name', models.CharField(blank=True, max_length=255, null=True)), + ], + options={ + 'db_table': 'work_models', + }, + ), + migrations.CreateModel( + name='WorkPermits', + fields=[ + ('work_permit_id', models.AutoField(primary_key=True, serialize=False)), + ('type_work_permit', models.CharField(max_length=255)), + ], + options={ + 'db_table': 'work_permits', + }, + ), + migrations.CreateModel( + name='Subsidiaries', + fields=[ + ('subsidiary_id', models.AutoField(primary_key=True, serialize=False)), + ('subsidiary_name', models.CharField(max_length=255)), + ('street_address', models.CharField(max_length=255)), + ('house_number', models.CharField(max_length=255)), + ('postal_code', models.IntegerField()), + ('city', models.CharField(max_length=255)), + ('company', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.companies')), + ], + options={ + 'db_table': 'subsidiaries', + }, + ), + migrations.CreateModel( + name='SelectedCandidates', + fields=[ + ('selection_id', models.AutoField(primary_key=True, serialize=False)), + ('comments', models.TextField(blank=True, null=True)), + ('created_at', models.DateTimeField(blank=True, null=True)), + ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.candidates')), + ('job', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.jobs')), + ], + options={ + 'db_table': 'selected_candidates', + }, + ), + migrations.CreateModel( + name='SearchAlert', + fields=[ + ('search_alert_id', models.AutoField(primary_key=True, serialize=False)), + ('search_alert_parameters', models.TextField()), + ('company', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.companies')), + ], + options={ + 'db_table': 'search_alert', + 'db_table_comment': 'Placeholder', + }, + ), + migrations.CreateModel( + name='PersonalityTests', + fields=[ + ('personality_test_id', models.AutoField(primary_key=True, serialize=False)), + ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.candidates')), + ], + options={ + 'db_table': 'personality_tests', + 'db_table_comment': 'Placeholder', + }, + ), + migrations.AddField( + model_name='jobs', + name='subsidiary', + field=models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.subsidiaries'), + ), + migrations.CreateModel( + name='Invitation', + fields=[ + ('invitation_id', models.AutoField(primary_key=True, serialize=False)), + ('validation_string', models.CharField(db_comment='String that validates if the invitation is valid', max_length=255)), + ('company_invite', models.BooleanField(blank=True, db_comment='If it"s not a company, then it"s a candidate', null=True)), + ('invitation_created_at', models.DateTimeField(blank=True, null=True)), + ('association', models.ForeignKey(db_comment='Association that created the invite', on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations')), + ], + options={ + 'db_table': 'invitation', + }, + ), + migrations.CreateModel( + name='Initiatives', + fields=[ + ('initiative_id', models.AutoField(primary_key=True, serialize=False)), + ('name', models.CharField(max_length=255)), + ('description', models.TextField(blank=True, null=True)), + ('date', models.DateField(blank=True, null=True)), + ('initiative_url', models.CharField(blank=True, max_length=255, null=True)), + ('association', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations')), + ], + options={ + 'db_table': 'initiatives', + }, + ), + migrations.CreateModel( + name='CongnitiveTests', + fields=[ + ('congnitive_test_id', models.AutoField(primary_key=True, serialize=False)), + ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.candidates')), + ], + options={ + 'db_table': 'congnitive_tests', + 'db_table_comment': 'Placeholder', + }, + ), + migrations.CreateModel( + name='CompanyUsers', + fields=[ + ('company_user_id', models.AutoField(primary_key=True, serialize=False)), + ('company_user_designation', models.CharField(blank=True, max_length=255, null=True)), + ('company_user_first_name', models.CharField(blank=True, max_length=255, null=True)), + ('company_user_last_name', models.CharField(blank=True, max_length=255, null=True)), + ('company_preferred_name', models.CharField(blank=True, max_length=255, null=True)), + ('company_user_email', models.CharField(blank=True, max_length=255, null=True)), + ('company_user_phone_number_region', models.IntegerField(blank=True, null=True)), + ('company_user_phone_number', models.IntegerField(blank=True, null=True)), + ('avatart_url', models.CharField(blank=True, max_length=255, null=True)), + ('company_user_role', models.IntegerField(blank=True, db_comment='Is there a need for RBAC?', null=True)), + ('created_at', models.DateTimeField(blank=True, null=True)), + ('subsidiary', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.subsidiaries')), + ], + options={ + 'db_table': 'company_users', + }, + ), + migrations.CreateModel( + name='CanditatesInitiatives', + fields=[ + ('canditates_initiatives_id', models.AutoField(primary_key=True, serialize=False)), + ('approved', models.BooleanField(blank=True, null=True)), + ('requested', models.BooleanField(blank=True, null=True)), + ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.candidates')), + ('initiative', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.initiatives')), + ], + options={ + 'db_table': 'canditates_initiatives', + }, + ), + migrations.CreateModel( + name='CandidatesLanguage', + fields=[ + ('candidate_language_id', models.AutoField(primary_key=True, serialize=False)), + ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.candidates')), + ('language', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.languages')), + ('language_proficiency', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.languagesproficiency')), + ], + options={ + 'db_table': 'candidates_language', + }, + ), + migrations.CreateModel( + name='CandidatesFiles', + fields=[ + ('file_id', models.AutoField(primary_key=True, serialize=False)), + ('file_name', models.CharField(max_length=255)), + ('description', models.CharField(blank=True, max_length=255, null=True)), + ('created_at', models.DateTimeField(blank=True, null=True)), + ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.candidates')), + ], + options={ + 'db_table': 'candidates_files', + }, + ), + migrations.CreateModel( + name='CandidatesAssociations', + fields=[ + ('candidate_association_id', models.AutoField(primary_key=True, serialize=False)), + ('assiciation_comment', models.TextField(blank=True, null=True)), + ('association', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations')), + ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.candidates')), + ], + options={ + 'db_table': 'candidates_associations', + }, + ), + migrations.AddField( + model_name='candidates', + name='country', + field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.countries'), + ), + migrations.AddField( + model_name='candidates', + name='invited_by', + field=models.ForeignKey(db_column='invited_by', db_comment='association id', on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations'), + ), + migrations.AddField( + model_name='candidates', + name='preferred_work_model', + field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.workmodels'), + ), + migrations.AddField( + model_name='candidates', + name='status', + field=models.ForeignKey(blank=True, db_comment='looking for a job, open to oferings, etc', null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.status'), + ), + migrations.AddField( + model_name='candidates', + name='work_permit', + field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.workpermits'), + ), + migrations.CreateModel( + name='CadidatesSkill', + fields=[ + ('candidate_skill_id', models.AutoField(primary_key=True, serialize=False)), + ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.candidates')), + ('skill', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.skills')), + ('skill_proficiency', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.skillsproficiency')), + ], + options={ + 'db_table': 'cadidates_skill', + }, + ), + migrations.CreateModel( + name='AssociationUsers', + fields=[ + ('association_user_id', models.AutoField(primary_key=True, serialize=False)), + ('association_user_designation', models.CharField(blank=True, max_length=255, null=True)), + ('association_user_first_name', models.CharField(blank=True, max_length=255, null=True)), + ('association_user_last_name', models.CharField(blank=True, max_length=255, null=True)), + ('association_user_preferred_name', models.CharField(blank=True, max_length=255, null=True)), + ('association_user_email', models.CharField(blank=True, max_length=255, null=True)), + ('association_user_phone_number_region', models.IntegerField(blank=True, null=True)), + ('association_user_phone_number', models.IntegerField(blank=True, null=True)), + ('association_user_role', models.IntegerField(blank=True, db_comment='Is there a need for RBAC?', null=True)), + ('created_at', models.DateTimeField(blank=True, null=True)), + ('association', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations')), + ], + options={ + 'db_table': 'association_users', + }, + ), + ] diff --git a/backend/api/migrations/0002_alter_associationusers_created_at.py b/backend/api/migrations/0002_alter_associationusers_created_at.py new file mode 100644 index 0000000..c605f22 --- /dev/null +++ b/backend/api/migrations/0002_alter_associationusers_created_at.py @@ -0,0 +1,18 @@ +# Generated by Django 4.2.5 on 2023-09-28 16:07 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0001_initial'), + ] + + operations = [ + migrations.AlterField( + model_name='associationusers', + name='created_at', + field=models.DateTimeField(auto_now_add=True, null=True), + ), + ] diff --git a/backend/api/migrations/0003_alter_invitation_association.py b/backend/api/migrations/0003_alter_invitation_association.py new file mode 100644 index 0000000..f578731 --- /dev/null +++ b/backend/api/migrations/0003_alter_invitation_association.py @@ -0,0 +1,19 @@ +# Generated by Django 4.2.5 on 2023-09-28 16:47 + +from django.db import migrations, models +import django.db.models.deletion + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0002_alter_associationusers_created_at'), + ] + + operations = [ + migrations.AlterField( + model_name='invitation', + name='association', + field=models.ForeignKey(db_comment='Association that created the invite', on_delete=django.db.models.deletion.DO_NOTHING, related_name='invitations', to='api.associations'), + ), + ] diff --git a/backend/api/migrations/__init__.py b/backend/api/migrations/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/backend/api/models.py b/backend/api/models.py new file mode 100644 index 0000000..8172c36 --- /dev/null +++ b/backend/api/models.py @@ -0,0 +1,463 @@ +# This is an auto-generated Django model module. +# You'll have to do the following manually to clean this up: +# * Rearrange models' order +# * Make sure each model has one field with primary_key=True +# * Make sure each ForeignKey and OneToOneField has `on_delete` set to the desired behavior +# * Remove `managed = False` lines if you wish to allow Django to create, modify, and delete the table +# Feel free to rename the models, but don't rename db_table values or field names. +from django.db import models + +DEFAULT_MAX_LENGTH = 255 + + +class AssociationUsers(models.Model): + association_user_id = models.AutoField(primary_key=True) + association = models.ForeignKey( + "Associations", models.DO_NOTHING, blank=True, null=True + ) + association_user_designation = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + association_user_first_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + association_user_last_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + association_user_preferred_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + association_user_email = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + association_user_phone_number_region = models.IntegerField(blank=True, null=True) + association_user_phone_number = models.IntegerField(blank=True, null=True) + association_user_role = models.IntegerField( + blank=True, null=True, db_comment="Is there a need for RBAC?" + ) + created_at = models.DateTimeField(blank=True, null=True, auto_now_add=True) + + class Meta: + db_table = "association_users" + + +class Associations(models.Model): + association_id = models.AutoField(primary_key=True) + name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + url_homepage = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + main_focus = models.TextField(blank=True, null=True) + logo_url = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + created_at = models.DateTimeField(blank=True, null=True) + + class Meta: + db_table = "associations" + + +class CadidatesSkill(models.Model): + candidate_skill_id = models.AutoField(primary_key=True) + skill = models.ForeignKey("Skills", models.DO_NOTHING) + skill_proficiency = models.ForeignKey("SkillsProficiency", models.DO_NOTHING) + candidate = models.ForeignKey("Candidates", models.DO_NOTHING) + + class Meta: + db_table = "cadidates_skill" + + +class Candidates(models.Model): + candidate_id = models.AutoField(primary_key=True) + designation = models.CharField( + max_length=DEFAULT_MAX_LENGTH, db_comment="Herr, dr, etc" + ) + first_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + last_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + preferred_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + values = models.TextField( + blank=True, + null=True, + db_comment="Values is what is important to me, what I would like to see in the company I work for", + ) + desired_job = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + street_address = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + house_number = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + postal_code = models.IntegerField(blank=True, null=True) + city = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + phone_number_region = models.IntegerField(blank=True, null=True) + phone_number = models.IntegerField(blank=True, null=True) + email_adress = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + birth_date = models.DateField(blank=True, null=True) + linkedin_address = models.TextField(blank=True, null=True) + work_permit = models.ForeignKey( + "WorkPermits", models.DO_NOTHING, blank=True, null=True + ) + notice_period_days = models.IntegerField(blank=True, null=True) + earliest_start_date = models.DateField(blank=True, null=True) + preferred_work_model = models.ForeignKey( + "WorkModels", models.DO_NOTHING, blank=True, null=True + ) + employed = models.BooleanField(blank=True, null=True) + motivation = models.TextField(blank=True, null=True) + country = models.ForeignKey("Countries", models.DO_NOTHING, blank=True, null=True) + preferred_work_percent = models.IntegerField(blank=True, null=True) + yearly_salary_expectation_chf = models.IntegerField( + db_column="yearly_salary_expectation_CHF", blank=True, null=True + ) # Field name made lowercase. + invited_by = models.ForeignKey( + Associations, + models.DO_NOTHING, + db_column="invited_by", + db_comment="association id", + ) + status = models.ForeignKey( + "Status", + models.DO_NOTHING, + blank=True, + null=True, + db_comment="looking for a job, open to oferings, etc", + ) + avatart_url = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + accepted_privacy = models.BooleanField(blank=True, null=True) + skip_tutorial = models.BooleanField(blank=True, null=True) + last_update = models.DateTimeField(blank=True, null=True) + created_at = models.DateTimeField(blank=True, null=True) + + class Meta: + db_table = "candidates" + + +class CandidatesAssociations(models.Model): + candidate_association_id = models.AutoField(primary_key=True) + candidate = models.ForeignKey(Candidates, models.DO_NOTHING) + association = models.ForeignKey(Associations, models.DO_NOTHING) + assiciation_comment = models.TextField(blank=True, null=True) + + class Meta: + db_table = "candidates_associations" + + +class CandidatesFiles(models.Model): + file_id = models.AutoField(primary_key=True) + file_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + description = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + candidate = models.ForeignKey(Candidates, models.DO_NOTHING) + created_at = models.DateTimeField(blank=True, null=True) + + class Meta: + db_table = "candidates_files" + + +class CandidatesLanguage(models.Model): + candidate_language_id = models.AutoField(primary_key=True) + candidate = models.ForeignKey(Candidates, models.DO_NOTHING) + language = models.ForeignKey("Languages", models.DO_NOTHING) + language_proficiency = models.ForeignKey( + "LanguagesProficiency", models.DO_NOTHING, blank=True, null=True + ) + + class Meta: + db_table = "candidates_language" + + +class CanditatesInitiatives(models.Model): + canditates_initiatives_id = models.AutoField(primary_key=True) + candidate = models.ForeignKey(Candidates, models.DO_NOTHING) + initiative = models.ForeignKey("Initiatives", models.DO_NOTHING) + approved = models.BooleanField(blank=True, null=True) + requested = models.BooleanField(blank=True, null=True) + + class Meta: + db_table = "canditates_initiatives" + + +class Companies(models.Model): + company_id = models.AutoField(primary_key=True) + values = models.TextField( + blank=True, null=True, db_comment="Values is what is important to the company" + ) + main_contact_first_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + main_contact_last_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + main_contact_email = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + main_contact_region_code = models.IntegerField(blank=True, null=True) + main_contact_phone_number = models.IntegerField(blank=True, null=True) + linkedin_url = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + logo_url = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + invited_by = models.ForeignKey( + Associations, + models.DO_NOTHING, + db_column="invited_by", + db_comment="association id", + ) + accepted_privacy = models.BooleanField(blank=True, null=True) + skip_tutorial = models.BooleanField(blank=True, null=True) + created_at = models.DateTimeField(blank=True, null=True) + + class Meta: + db_table = "companies" + + +class CompanyUsers(models.Model): + company_user_id = models.AutoField(primary_key=True) + subsidiary = models.ForeignKey( + "Subsidiaries", models.DO_NOTHING, blank=True, null=True + ) + company_user_designation = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + company_user_first_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + company_user_last_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + company_preferred_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + company_user_email = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + company_user_phone_number_region = models.IntegerField(blank=True, null=True) + company_user_phone_number = models.IntegerField(blank=True, null=True) + avatart_url = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + company_user_role = models.IntegerField( + blank=True, null=True, db_comment="Is there a need for RBAC?" + ) + created_at = models.DateTimeField(blank=True, null=True) + + class Meta: + db_table = "company_users" + + +class CongnitiveTests(models.Model): + congnitive_test_id = models.AutoField(primary_key=True) + candidate = models.ForeignKey(Candidates, models.DO_NOTHING) + + class Meta: + db_table = "congnitive_tests" + db_table_comment = "Placeholder" + + +class Countries(models.Model): + contry_id = models.AutoField(primary_key=True) + country_name_in_english = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + country_name_in_native_language = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + country_it_code = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + + class Meta: + db_table = "countries" + + +class Initiatives(models.Model): + initiative_id = models.AutoField(primary_key=True) + association = models.ForeignKey(Associations, models.DO_NOTHING) + name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + description = models.TextField(blank=True, null=True) + date = models.DateField(blank=True, null=True) + initiative_url = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + + class Meta: + db_table = "initiatives" + + +class Invitation(models.Model): + invitation_id = models.AutoField(primary_key=True) + association = models.ForeignKey( + Associations, + models.DO_NOTHING, + db_comment="Association that created the invite", + related_name="invitations", + ) + validation_string = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + db_comment="String that validates if the invitation is valid", + ) + company_invite = models.BooleanField( + blank=True, null=True, db_comment='If it"s not a company, then it"s a candidate' + ) + invitation_created_at = models.DateTimeField(blank=True, null=True) + + class Meta: + db_table = "invitation" + + +class Jobs(models.Model): + job_id = models.AutoField(primary_key=True) + company_id = models.IntegerField() + job_description = models.TextField() + open = models.BooleanField() + role_id = models.IntegerField() + subsidiary = models.ForeignKey("Subsidiaries", models.DO_NOTHING) + last_day_to_apply = models.DateField(blank=True, null=True) + closed_at = models.DateTimeField(blank=True, null=True) + created_at = models.DateTimeField(blank=True, null=True) + + class Meta: + db_table = "jobs" + + +class Languages(models.Model): + language_id = models.AutoField(primary_key=True) + language_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + + class Meta: + db_table = "languages" + + +class LanguagesProficiency(models.Model): + language_proficiency_id = models.AutoField(primary_key=True) + language_proficiency_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + + class Meta: + db_table = "languages_proficiency" + + +class PageCounts(models.Model): + page_count_id = models.AutoField(primary_key=True) + page_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + date = models.DateField() + views = models.IntegerField() + + class Meta: + db_table = "page_counts" + db_table_comment = "Stores the daily page counts statistics" + + +class PersonalityTests(models.Model): + personality_test_id = models.AutoField(primary_key=True) + candidate = models.ForeignKey(Candidates, models.DO_NOTHING) + + class Meta: + db_table = "personality_tests" + db_table_comment = "Placeholder" + + +class SearchAlert(models.Model): + search_alert_id = models.AutoField(primary_key=True) + search_alert_parameters = models.TextField() # This field type is a guess. + company = models.ForeignKey(Companies, models.DO_NOTHING) + + class Meta: + db_table = "search_alert" + db_table_comment = "Placeholder" + + +class SelectedCandidates(models.Model): + selection_id = models.AutoField(primary_key=True) + candidate = models.ForeignKey(Candidates, models.DO_NOTHING) + job = models.ForeignKey(Jobs, models.DO_NOTHING, blank=True, null=True) + comments = models.TextField(blank=True, null=True) + created_at = models.DateTimeField(blank=True, null=True) + + class Meta: + db_table = "selected_candidates" + + +class Skills(models.Model): + skill_id = models.AutoField(primary_key=True) + skill_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + + class Meta: + db_table = "skills" + + +class SkillsProficiency(models.Model): + skill_proficiency_id = models.AutoField(primary_key=True) + proficiency_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + + class Meta: + db_table = "skills_proficiency" + + +class Status(models.Model): + status_id = models.AutoField(primary_key=True) + status_descrption = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + + class Meta: + db_table = "status" + + +class Subsidiaries(models.Model): + subsidiary_id = models.AutoField(primary_key=True) + subsidiary_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + company = models.ForeignKey(Companies, models.DO_NOTHING) + street_address = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + house_number = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + postal_code = models.IntegerField() + city = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + + class Meta: + db_table = "subsidiaries" + + +class WorkModels(models.Model): + preferred_work_model_id = models.AutoField(primary_key=True) + preferred_work_model_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + + class Meta: + db_table = "work_models" + + +class WorkPermits(models.Model): + work_permit_id = models.AutoField(primary_key=True) + type_work_permit = models.CharField( + max_length=DEFAULT_MAX_LENGTH, + ) + + class Meta: + db_table = "work_permits" diff --git a/backend/api/routers.py b/backend/api/routers.py new file mode 100644 index 0000000..46b765b --- /dev/null +++ b/backend/api/routers.py @@ -0,0 +1,8 @@ +from rest_framework import routers +from api.views import * + +router = routers.DefaultRouter() +router.register(r"api/users", UserViewSet) +router.register(r"api/skills", SkillsViewSet) +router.register(r"api/invitations", InvitationsViewSet) +router.register(r"api/associations", AssociationsViewSet) diff --git a/backend/api/selector.py b/backend/api/selector.py new file mode 100644 index 0000000..9c06905 --- /dev/null +++ b/backend/api/selector.py @@ -0,0 +1,6 @@ +# def get_users(*, fetched_by: User) -> Iterable[User]: +# user_ids = get_visibile_users_for(user=fetched_by) + +# query = Q(id__in == user_ids) + +# return User.objects.filter(query) diff --git a/backend/api/serializers.py b/backend/api/serializers.py new file mode 100644 index 0000000..06de40b --- /dev/null +++ b/backend/api/serializers.py @@ -0,0 +1,31 @@ +from api.models import * +from django.contrib.auth.models import User +from rest_framework import serializers + + +# Serializers define the API representation. +class UserSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = User + fields = ["url", "username", "email", "is_staff"] + + +class SkillsSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Skills + fields = ["skill_name"] + many = True + + +class AssociationsSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Associations + fields = ["name", "main_focus", "association_id"] + + +class InvitationSerializer(serializers.HyperlinkedModelSerializer): + association = AssociationsSerializer() + + class Meta: + model = Invitation + fields = "__all__" diff --git a/backend/api/views.py b/backend/api/views.py new file mode 100644 index 0000000..6980c02 --- /dev/null +++ b/backend/api/views.py @@ -0,0 +1,29 @@ +from django.contrib.auth.models import User +from rest_framework import viewsets +from api.serializers import * + + +# ViewSets define the view behavior. +class UserViewSet(viewsets.ModelViewSet): + queryset = User.objects.all() + serializer_class = UserSerializer + + +class SkillsViewSet(viewsets.ModelViewSet): + queryset = Skills.objects.all() + serializer_class = SkillsSerializer + + +class AssociationsViewSet(viewsets.ModelViewSet): + queryset = Associations.objects.all() + serializer_class = AssociationsSerializer + + +class InvitationsViewSet(viewsets.ModelViewSet): + queryset = Invitation.objects.all() + serializer_class = InvitationSerializer + + +""" +class CourseListApi(Authentication, APIView) +""" diff --git a/backend/requirements.txt b/backend/requirements.txt index 0841d73..34768b2 100644 --- a/backend/requirements.txt +++ b/backend/requirements.txt @@ -1,5 +1,6 @@ asgiref==3.7.2 Django==4.2.5 +django-extensions==3.2.3 django-filter==23.3 djangorestframework==3.14.0 psycopg2==2.9.7 diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index 1b940b5..f07cfa7 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -11,6 +11,10 @@ """ from pathlib import Path +from os import getenv +from dotenv import load_dotenv + +load_dotenv() # Build paths inside the project like this: BASE_DIR / 'subdir'. BASE_DIR = Path(__file__).resolve().parent.parent @@ -20,63 +24,80 @@ # See https://docs.djangoproject.com/en/4.2/howto/deployment/checklist/ # SECURITY WARNING: keep the secret key used in production secret! -SECRET_KEY = 'django-insecure-ikvw5-1&wx-_un+4%2y@_&yjn-v6&n78tg9q4-b(5o&xe)vn0g' +SECRET_KEY = "django-insecure-ikvw5-1&wx-_unasd54$_&yjn-v6&n78tg9q4-b(5o&xe)vn0g" +# SECURE_SSL_REDIRECT = True # SECURITY WARNING: don't run with debug turned on in production! DEBUG = True -ALLOWED_HOSTS = [] +ALLOWED_HOSTS = ["*"] # Application definition INSTALLED_APPS = [ - 'django.contrib.admin', - 'django.contrib.auth', - 'django.contrib.contenttypes', - 'django.contrib.sessions', - 'django.contrib.messages', - 'django.contrib.staticfiles', + "django.contrib.admin", + "django.contrib.auth", + "django.contrib.contenttypes", + "django.contrib.sessions", + "django.contrib.messages", + "django.contrib.staticfiles", + "django_extensions", + "rest_framework", + "api", ] MIDDLEWARE = [ - 'django.middleware.security.SecurityMiddleware', - 'django.contrib.sessions.middleware.SessionMiddleware', - 'django.middleware.common.CommonMiddleware', - 'django.middleware.csrf.CsrfViewMiddleware', - 'django.contrib.auth.middleware.AuthenticationMiddleware', - 'django.contrib.messages.middleware.MessageMiddleware', - 'django.middleware.clickjacking.XFrameOptionsMiddleware', + "django.middleware.security.SecurityMiddleware", + "django.contrib.sessions.middleware.SessionMiddleware", + "django.middleware.common.CommonMiddleware", + "django.middleware.csrf.CsrfViewMiddleware", + "django.contrib.auth.middleware.AuthenticationMiddleware", + "django.contrib.messages.middleware.MessageMiddleware", + "django.middleware.clickjacking.XFrameOptionsMiddleware", ] -ROOT_URLCONF = 'shift_3_womenpp.urls' +ROOT_URLCONF = "shift_3_womenpp.urls" TEMPLATES = [ { - 'BACKEND': 'django.template.backends.django.DjangoTemplates', - 'DIRS': [], - 'APP_DIRS': True, - 'OPTIONS': { - 'context_processors': [ - 'django.template.context_processors.debug', - 'django.template.context_processors.request', - 'django.contrib.auth.context_processors.auth', - 'django.contrib.messages.context_processors.messages', + "BACKEND": "django.template.backends.django.DjangoTemplates", + "DIRS": [], + "APP_DIRS": True, + "OPTIONS": { + "context_processors": [ + "django.template.context_processors.debug", + "django.template.context_processors.request", + "django.contrib.auth.context_processors.auth", + "django.contrib.messages.context_processors.messages", ], }, }, ] -WSGI_APPLICATION = 'shift_3_womenpp.wsgi.application' +WSGI_APPLICATION = "shift_3_womenpp.wsgi.application" + +REST_FRAMEWORK = { + "DEFAULT_PERMISSION_CLASSES": [ + "rest_framework.permissions.DjangoModelPermissionsOrAnonReadOnly" + ] +} # Database # https://docs.djangoproject.com/en/4.2/ref/settings/#databases DATABASES = { - 'default': { - 'ENGINE': 'django.db.backends.sqlite3', - 'NAME': BASE_DIR / 'db.sqlite3', + "default": { + "ENGINE": "django.db.backends.postgresql", + "NAME": getenv("POSTGRES_DB_NAME"), + "USER": getenv("POSTGRES_USER_NAME"), + "PASSWORD": getenv("POSTGRES_PASSWORD"), + "HOST": getenv("POSTGRES_HOST"), + "PORT": getenv("POSTGRES_PORT"), + "OPTIONS": { + "connect_timeout": 5, + }, } } @@ -86,16 +107,16 @@ AUTH_PASSWORD_VALIDATORS = [ { - 'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator', + "NAME": "django.contrib.auth.password_validation.UserAttributeSimilarityValidator", }, { - 'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator', + "NAME": "django.contrib.auth.password_validation.MinimumLengthValidator", }, { - 'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator', + "NAME": "django.contrib.auth.password_validation.CommonPasswordValidator", }, { - 'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator', + "NAME": "django.contrib.auth.password_validation.NumericPasswordValidator", }, ] @@ -103,9 +124,9 @@ # Internationalization # https://docs.djangoproject.com/en/4.2/topics/i18n/ -LANGUAGE_CODE = 'en-us' +LANGUAGE_CODE = "en-us" -TIME_ZONE = 'UTC' +TIME_ZONE = "UTC" USE_I18N = True @@ -115,9 +136,9 @@ # Static files (CSS, JavaScript, Images) # https://docs.djangoproject.com/en/4.2/howto/static-files/ -STATIC_URL = 'static/' +STATIC_URL = "static/" # Default primary key field type # https://docs.djangoproject.com/en/4.2/ref/settings/#default-auto-field -DEFAULT_AUTO_FIELD = 'django.db.models.BigAutoField' +DEFAULT_AUTO_FIELD = "django.db.models.BigAutoField" diff --git a/backend/shift_3_womenpp/urls.py b/backend/shift_3_womenpp/urls.py index 3b65938..3250e4d 100644 --- a/backend/shift_3_womenpp/urls.py +++ b/backend/shift_3_womenpp/urls.py @@ -1,22 +1,11 @@ -""" -URL configuration for shift_3_womenpp project. - -The `urlpatterns` list routes URLs to views. For more information please see: - https://docs.djangoproject.com/en/4.2/topics/http/urls/ -Examples: -Function views - 1. Add an import: from my_app import views - 2. Add a URL to urlpatterns: path('', views.home, name='home') -Class-based views - 1. Add an import: from other_app.views import Home - 2. Add a URL to urlpatterns: path('', Home.as_view(), name='home') -Including another URLconf - 1. Import the include() function: from django.urls import include, path - 2. Add a URL to urlpatterns: path('blog/', include('blog.urls')) -""" +from django.urls import path, include from django.contrib import admin -from django.urls import path +from api.routers import * +# Wire up our API using automatic URL routing. +# Additionally, we include login URLs for the browsable API. urlpatterns = [ - path('admin/', admin.site.urls), + path("", include(router.urls)), + path("admin/", admin.site.urls), + path("api-auth/", include("rest_framework.urls", namespace="rest_framework")), ] From 73d8113246804004f74d7ceee74d7ff849466a0b Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 29 Sep 2023 19:39:05 +0200 Subject: [PATCH 006/138] Dockerfile configurations --- backend/.dockerignore | 213 ++++++++++++++++++++++++++++++++++++++++++ backend/Dockerfile | 54 +++++++++++ backend/compose.yaml | 49 ++++++++++ 3 files changed, 316 insertions(+) create mode 100644 backend/.dockerignore create mode 100644 backend/Dockerfile create mode 100644 backend/compose.yaml diff --git a/backend/.dockerignore b/backend/.dockerignore new file mode 100644 index 0000000..07e9d1f --- /dev/null +++ b/backend/.dockerignore @@ -0,0 +1,213 @@ +# Include any files or directories that you don't want to be copied to your +# container here (e.g., local build artifacts, temporary files, etc.). +# +# For more help, visit the .dockerignore file reference guide at +# https://docs.docker.com/engine/reference/builder/#dockerignore-file + +**/.DS_Store +**/__pycache__ +**/.venv +**/.classpath +**/.dockerignore +**/.git +**/.gitignore +**/.project +**/.settings +**/.toolstarget +**/.vs +**/.vscode +**/*.*proj.user +**/*.dbmdl +**/*.jfm +**/bin +**/charts +**/docker-compose* +**/compose* +**/Dockerfile* +**/node_modules +**/npm-debug.log +**/obj +**/secrets.dev.yaml +**/values.dev.yaml +LICENSE +README.md + + +# .gitignore +*.bak +supabase/ +*.code-workspace + +# Created by https://www.toptal.com/developers/gitignore/api/django +# Edit at https://www.toptal.com/developers/gitignore?templates=django + +### Django ### +*.log +*.pot +*.pyc +__pycache__/ +local_settings.py +db.sqlite3 +db.sqlite3-journal +media + +# If your build process includes running collectstatic, then you probably don't need or want to include staticfiles/ +# in your Git repository. Update and uncomment the following line accordingly. +# /staticfiles/ + +### Django.Python Stack ### +# Byte-compiled / optimized / DLL files +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo + +# Django stuff: + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +# .python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +#poetry.lock + +# pdm +# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. +#pdm.lock +# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it +# in version control. +# https://pdm.fming.dev/#use-with-ide +.pdm.toml + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintained in a separate JetBrains.gitignore that can +# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. For a more nuclear +# option (not recommended) you can uncomment the following to ignore the entire idea folder. +#.idea/ + +# End of https://www.toptal.com/developers/gitignore/api/django \ No newline at end of file diff --git a/backend/Dockerfile b/backend/Dockerfile new file mode 100644 index 0000000..4173855 --- /dev/null +++ b/backend/Dockerfile @@ -0,0 +1,54 @@ +# syntax=docker/dockerfile:1 + +# Comments are provided throughout this file to help you get started. +# If you need more help, visit the Dockerfile reference guide at +# https://docs.docker.com/engine/reference/builder/ + +ARG PYTHON_VERSION=3.11.4 +FROM python:${PYTHON_VERSION}-slim as base + +# Prevents Python from writing pyc files. +ENV PYTHONDONTWRITEBYTECODE=1 + +# Keeps Python from buffering stdout and stderr to avoid situations where +# the application crashes without emitting any logs due to buffering. +ENV PYTHONUNBUFFERED=1 +ENV PIP_DISABLE_PIP_VERSION_CHECK=1 + +WORKDIR /app + +# Create a non-privileged user that the app will run under. +# See https://docs.docker.com/develop/develop-images/dockerfile_best-practices/#user +ARG UID=10001 +RUN adduser \ + --disabled-password \ + --gecos "" \ + --home "/nonexistent" \ + --shell "/sbin/nologin" \ + --no-create-home \ + --uid "${UID}" \ + appuser + +# Download dependencies as a separate step to take advantage of Docker's caching. +# Leverage a cache mount to /root/.cache/pip to speed up subsequent builds. +# Leverage a bind mount to requirements.txt to avoid having to copy them into +# into this layer. +RUN apt-get update \ + && apt-get -y install libpq-dev gcc \ + && pip install psycopg2 + +RUN --mount=type=cache,target=/root/.cache/pip \ + --mount=type=bind,source=requirements.txt,target=requirements.txt \ + python -m pip install -r requirements.txt + +# Switch to the non-privileged user to run the application. +USER appuser + +# Copy the source code into the container. +COPY . . + +# Expose the port that the application listens on. +EXPOSE 9000 + +# Run the application. +CMD python manage.py runserver 0.0.0.0:8080 diff --git a/backend/compose.yaml b/backend/compose.yaml new file mode 100644 index 0000000..4ea1237 --- /dev/null +++ b/backend/compose.yaml @@ -0,0 +1,49 @@ +# Comments are provided throughout this file to help you get started. +# If you need more help, visit the Docker compose reference guide at +# https://docs.docker.com/compose/compose-file/ + +# Here the instructions define your application as a service called "server". +# This service is built from the Dockerfile in the current directory. +# You can add other services your application may depend on here, such as a +# database or a cache. For examples, see the Awesome Compose repository: +# https://github.com/docker/awesome-compose +services: + server: + build: + context: . + ports: + - 8000:8000 + +# The commented out section below is an example of how to define a PostgreSQL +# database that your application can use. `depends_on` tells Docker Compose to +# start the database before your application. The `db-data` volume persists the +# database data between container restarts. The `db-password` secret is used +# to set the database password. You must create `db/password.txt` and add +# a password of your choosing to it before running `docker compose up`. +# depends_on: +# db: +# condition: service_healthy +# db: +# image: postgres +# restart: always +# user: postgres +# secrets: +# - db-password +# volumes: +# - db-data:/var/lib/postgresql/data +# environment: +# - POSTGRES_DB=example +# - POSTGRES_PASSWORD_FILE=/run/secrets/db-password +# expose: +# - 5432 +# healthcheck: +# test: [ "CMD", "pg_isready" ] +# interval: 10s +# timeout: 5s +# retries: 5 +# volumes: +# db-data: +# secrets: +# db-password: +# file: db/password.txt + From 174889ab9a28c3913fe36d471a9c9c3644621d59 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 29 Sep 2023 20:00:26 +0200 Subject: [PATCH 007/138] Updated enviroment variables --- backend/README.md | Bin 402 -> 676 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/backend/README.md b/backend/README.md index 46270cf73d2cc75d57e035ca6b1ba2740a0f83a0..8778b55c0317b5b7052638ae16f223845a31296e 100644 GIT binary patch delta 272 zcmZXP-3h`#5QIl0FM`%^6{HCXzKRtj{$U_LaycVDr3SSH3$R1|_5=}pxZSy#*}b{j z_>nwkqajnHUZuQRP^}#`$iWqGC3UR|w$oITc;+~dy5K4BZs{J~uuVJVO5>KE9zZqj z3f*vy9+>~S1|BlNrWODc-~%@R From b9b5e1e564f2290f970666e53396abe9b507bf6e Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sat, 30 Sep 2023 20:09:53 +0200 Subject: [PATCH 008/138] Updated docker image to use alpine distro --- backend/Dockerfile | 16 +++++++++------- 1 file changed, 9 insertions(+), 7 deletions(-) diff --git a/backend/Dockerfile b/backend/Dockerfile index 4173855..5f1626d 100644 --- a/backend/Dockerfile +++ b/backend/Dockerfile @@ -5,7 +5,7 @@ # https://docs.docker.com/engine/reference/builder/ ARG PYTHON_VERSION=3.11.4 -FROM python:${PYTHON_VERSION}-slim as base +FROM alpine:3.18.4 as base # Prevents Python from writing pyc files. ENV PYTHONDONTWRITEBYTECODE=1 @@ -33,13 +33,15 @@ RUN adduser \ # Leverage a cache mount to /root/.cache/pip to speed up subsequent builds. # Leverage a bind mount to requirements.txt to avoid having to copy them into # into this layer. -RUN apt-get update \ - && apt-get -y install libpq-dev gcc \ - && pip install psycopg2 - +RUN apk update +RUN apk add python3 py3-psycopg2 + # Dependencies to build psycopg2 - Postgre engine library - Will be deleted later + #&& apk add --virtual .build-deps gcc python3-dev musl-dev postgresql-dev \ + #&& pip install psycopg2 \ +RUN apk add py3-pip RUN --mount=type=cache,target=/root/.cache/pip \ --mount=type=bind,source=requirements.txt,target=requirements.txt \ - python -m pip install -r requirements.txt + pip3 install -r requirements.txt # Switch to the non-privileged user to run the application. USER appuser @@ -48,7 +50,7 @@ USER appuser COPY . . # Expose the port that the application listens on. -EXPOSE 9000 +EXPOSE 8080 # Run the application. CMD python manage.py runserver 0.0.0.0:8080 From e39563b0b3490379f5d235515587d97a7a0ced9c Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sat, 30 Sep 2023 21:14:14 +0200 Subject: [PATCH 009/138] Separated between Docker and .env requirements --- backend/.dockerignore | 1 + backend/Dockerfile | 17 +++++------------ backend/docker_requirements.txt | 9 +++++++++ 3 files changed, 15 insertions(+), 12 deletions(-) create mode 100644 backend/docker_requirements.txt diff --git a/backend/.dockerignore b/backend/.dockerignore index 07e9d1f..0194015 100644 --- a/backend/.dockerignore +++ b/backend/.dockerignore @@ -4,6 +4,7 @@ # For more help, visit the .dockerignore file reference guide at # https://docs.docker.com/engine/reference/builder/#dockerignore-file +requirements.txt **/.DS_Store **/__pycache__ **/.venv diff --git a/backend/Dockerfile b/backend/Dockerfile index 5f1626d..20bab1a 100644 --- a/backend/Dockerfile +++ b/backend/Dockerfile @@ -4,7 +4,6 @@ # If you need more help, visit the Dockerfile reference guide at # https://docs.docker.com/engine/reference/builder/ -ARG PYTHON_VERSION=3.11.4 FROM alpine:3.18.4 as base # Prevents Python from writing pyc files. @@ -29,26 +28,20 @@ RUN adduser \ --uid "${UID}" \ appuser +# Copy the source code into the container. +COPY . . + # Download dependencies as a separate step to take advantage of Docker's caching. # Leverage a cache mount to /root/.cache/pip to speed up subsequent builds. # Leverage a bind mount to requirements.txt to avoid having to copy them into # into this layer. RUN apk update -RUN apk add python3 py3-psycopg2 - # Dependencies to build psycopg2 - Postgre engine library - Will be deleted later - #&& apk add --virtual .build-deps gcc python3-dev musl-dev postgresql-dev \ - #&& pip install psycopg2 \ -RUN apk add py3-pip -RUN --mount=type=cache,target=/root/.cache/pip \ - --mount=type=bind,source=requirements.txt,target=requirements.txt \ - pip3 install -r requirements.txt +RUN apk add python3 py3-pip py3-psycopg2 +RUN pip3 install -r docker_requirements.txt # Switch to the non-privileged user to run the application. USER appuser -# Copy the source code into the container. -COPY . . - # Expose the port that the application listens on. EXPOSE 8080 diff --git a/backend/docker_requirements.txt b/backend/docker_requirements.txt new file mode 100644 index 0000000..1448291 --- /dev/null +++ b/backend/docker_requirements.txt @@ -0,0 +1,9 @@ +asgiref==3.7.2 +Django==4.2.5 +django-extensions==3.2.3 +django-filter==23.3 +djangorestframework==3.14.0 +python-dotenv==1.0.0 +pytz==2023.3.post1 +sqlparse==0.4.4 +tzdata==2023.3 From 5ff344c7fd52232c115efeb2c78150a480ddf095 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Tue, 3 Oct 2023 01:40:57 +0200 Subject: [PATCH 010/138] Optimized layers for faster deployment --- backend/Dockerfile | 14 ++++++-------- 1 file changed, 6 insertions(+), 8 deletions(-) diff --git a/backend/Dockerfile b/backend/Dockerfile index 20bab1a..d6a05de 100644 --- a/backend/Dockerfile +++ b/backend/Dockerfile @@ -28,16 +28,14 @@ RUN adduser \ --uid "${UID}" \ appuser -# Copy the source code into the container. -COPY . . - -# Download dependencies as a separate step to take advantage of Docker's caching. -# Leverage a cache mount to /root/.cache/pip to speed up subsequent builds. -# Leverage a bind mount to requirements.txt to avoid having to copy them into -# into this layer. RUN apk update RUN apk add python3 py3-pip py3-psycopg2 -RUN pip3 install -r docker_requirements.txt + +COPY docker_requirements.txt docker_requirements.txt +RUN --mount=type=cache,target=/root/.cache/pip pip3 install -r docker_requirements.txt + +# Copy the source code into the container. +COPY . . # Switch to the non-privileged user to run the application. USER appuser From da915e5babdcba86a9973f8062e44224cf6f69c4 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Tue, 3 Oct 2023 01:46:03 +0200 Subject: [PATCH 011/138] Added login endpoint and removed restrictions for writing to DB --- backend/api/routers.py | 2 ++ backend/api/services.py | 24 ++++++++++++++++++++++++ backend/api/views.py | 12 +++++++++++- backend/docker_requirements.txt | 1 + backend/requirements.txt | 1 + backend/shift_3_womenpp/settings.py | 6 +----- backend/shift_3_womenpp/urls.py | 1 + 7 files changed, 41 insertions(+), 6 deletions(-) create mode 100644 backend/api/services.py diff --git a/backend/api/routers.py b/backend/api/routers.py index 46b765b..80b4707 100644 --- a/backend/api/routers.py +++ b/backend/api/routers.py @@ -6,3 +6,5 @@ router.register(r"api/skills", SkillsViewSet) router.register(r"api/invitations", InvitationsViewSet) router.register(r"api/associations", AssociationsViewSet) + +# router.register(r"api/refresh_token", RefreshTokenViewSet) diff --git a/backend/api/services.py b/backend/api/services.py new file mode 100644 index 0000000..52ecf6d --- /dev/null +++ b/backend/api/services.py @@ -0,0 +1,24 @@ +import requests, json + + +def login_user(request: requests) -> dict: + reqUrl = ( + "https://db.icuxzklnmyobfjgxudoh.supabase.co//auth/v1/token?grant_type=password" + ) + + headersList = { + "apikey": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImljdXh6a2xubXlvYmZqZ3h1ZG9oIiwicm9sZSI6ImFub24iLCJpYXQiOjE2OTU4OTYzOTEsImV4cCI6MjAxMTQ3MjM5MX0.bPi5hV-602hEsdKsvsbdjzSMJXhVTAopQQNadFBF_Eo", + "Content-Type": "application/json", + } + + payload = json.dumps(request.data) + + response = requests.request( + "POST", reqUrl, data=payload, headers=headersList, verify=False + ) + response = json.loads(response.text) + + if "refresh_token" in response.keys(): + del response["refresh_token"] + + return response diff --git a/backend/api/views.py b/backend/api/views.py index 6980c02..d4ffd15 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -1,6 +1,9 @@ from django.contrib.auth.models import User -from rest_framework import viewsets +from rest_framework import viewsets, status +from rest_framework.views import APIView +from rest_framework.response import Response from api.serializers import * +from .services import login_user # ViewSets define the view behavior. @@ -24,6 +27,13 @@ class InvitationsViewSet(viewsets.ModelViewSet): serializer_class = InvitationSerializer +class LoginView(APIView): + def post(self, request): + response = login_user(request) + + return Response(data=response, status=status.HTTP_200_OK) + + """ class CourseListApi(Authentication, APIView) """ diff --git a/backend/docker_requirements.txt b/backend/docker_requirements.txt index 1448291..bc3fff1 100644 --- a/backend/docker_requirements.txt +++ b/backend/docker_requirements.txt @@ -7,3 +7,4 @@ python-dotenv==1.0.0 pytz==2023.3.post1 sqlparse==0.4.4 tzdata==2023.3 +requests==2.31.0 \ No newline at end of file diff --git a/backend/requirements.txt b/backend/requirements.txt index 34768b2..9f5fec5 100644 --- a/backend/requirements.txt +++ b/backend/requirements.txt @@ -8,3 +8,4 @@ python-dotenv==1.0.0 pytz==2023.3.post1 sqlparse==0.4.4 tzdata==2023.3 +requests==2.31.0 \ No newline at end of file diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index f07cfa7..5a45d93 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -77,11 +77,7 @@ WSGI_APPLICATION = "shift_3_womenpp.wsgi.application" -REST_FRAMEWORK = { - "DEFAULT_PERMISSION_CLASSES": [ - "rest_framework.permissions.DjangoModelPermissionsOrAnonReadOnly" - ] -} +REST_FRAMEWORK = {"DEFAULT_PERMISSION_CLASSES": ["rest_framework.permissions.AllowAny"]} # Database diff --git a/backend/shift_3_womenpp/urls.py b/backend/shift_3_womenpp/urls.py index 3250e4d..58de27c 100644 --- a/backend/shift_3_womenpp/urls.py +++ b/backend/shift_3_womenpp/urls.py @@ -8,4 +8,5 @@ path("", include(router.urls)), path("admin/", admin.site.urls), path("api-auth/", include("rest_framework.urls", namespace="rest_framework")), + path("api/login/", LoginView.as_view()), ] From a6e0e0ff6b52e093ae2c0c3e29729aa168abf290 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Tue, 3 Oct 2023 15:39:18 +0200 Subject: [PATCH 012/138] Added signup endpoint and updates users view --- backend/api/auth_models.py | Bin 0 -> 18526 bytes backend/api/models.py | 54 ++++++++++++++++++++++++++++ backend/api/routers.py | 4 +-- backend/api/serializers.py | 7 ++-- backend/api/services.py | 37 ++++++++++++++++--- backend/api/views.py | 18 +++++++--- backend/shift_3_womenpp/settings.py | 11 +++++- backend/shift_3_womenpp/urls.py | 1 + backend/supabase_configurations.md | 3 ++ 9 files changed, 119 insertions(+), 16 deletions(-) create mode 100644 backend/api/auth_models.py create mode 100644 backend/supabase_configurations.md diff --git a/backend/api/auth_models.py 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models.UUIDField(primary_key=True) + aud = models.CharField(max_length=255, blank=True, null=True) + role = models.CharField(max_length=255, blank=True, null=True) + email = models.CharField(unique=True, max_length=255, blank=True, null=True) + encrypted_password = models.CharField(max_length=255, blank=True, null=True) + email_confirmed_at = models.DateTimeField(blank=True, null=True) + invited_at = models.DateTimeField(blank=True, null=True) + confirmation_token = models.CharField( + unique=True, max_length=255, blank=True, null=True + ) + confirmation_sent_at = models.DateTimeField(blank=True, null=True) + recovery_token = models.CharField( + unique=True, max_length=255, blank=True, null=True + ) + recovery_sent_at = models.DateTimeField(blank=True, null=True) + email_change_token_new = models.CharField( + unique=True, max_length=255, blank=True, null=True + ) + email_change = models.CharField(max_length=255, blank=True, null=True) + email_change_sent_at = models.DateTimeField(blank=True, null=True) + last_sign_in_at = models.DateTimeField(blank=True, null=True) + raw_app_meta_data = models.JSONField(blank=True, null=True) + raw_user_meta_data = models.JSONField(blank=True, null=True) + is_super_admin = models.BooleanField(blank=True, null=True) + created_at = models.DateTimeField(blank=True, null=True) + updated_at = models.DateTimeField(blank=True, null=True) + phone = models.TextField(unique=True, blank=True, null=True) + phone_confirmed_at = models.DateTimeField(blank=True, null=True) + phone_change = models.TextField(blank=True, null=True) + phone_change_token = models.CharField(max_length=255, blank=True, null=True) + phone_change_sent_at = models.DateTimeField(blank=True, null=True) + confirmed_at = models.DateTimeField(blank=True, null=True) + email_change_token_current = models.CharField( + unique=True, max_length=255, blank=True, null=True + ) + email_change_confirm_status = models.SmallIntegerField(blank=True, null=True) + banned_until = models.DateTimeField(blank=True, null=True) + reauthentication_token = models.CharField( + unique=True, max_length=255, blank=True, null=True + ) + reauthentication_sent_at = models.DateTimeField(blank=True, null=True) + is_sso_user = models.BooleanField( + db_comment="Auth: Set this column to true when the account comes from SSO. These accounts can have duplicate emails." + ) + deleted_at = models.DateTimeField(blank=True, null=True) + + class Meta: + managed = False + db_table = '"auth"."users"' + db_table_comment = "Auth: Stores user login data within a secure schema." diff --git a/backend/api/routers.py b/backend/api/routers.py index 80b4707..10a7ede 100644 --- a/backend/api/routers.py +++ b/backend/api/routers.py @@ -2,9 +2,7 @@ from api.views import * router = routers.DefaultRouter() -router.register(r"api/users", UserViewSet) +router.register(r"api/auth_users", AuthUserViewSet) router.register(r"api/skills", SkillsViewSet) router.register(r"api/invitations", InvitationsViewSet) router.register(r"api/associations", AssociationsViewSet) - -# router.register(r"api/refresh_token", RefreshTokenViewSet) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 06de40b..2391f77 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -4,10 +4,11 @@ # Serializers define the API representation. -class UserSerializer(serializers.HyperlinkedModelSerializer): +class AuthUserSerializer(serializers.HyperlinkedModelSerializer): class Meta: - model = User - fields = ["url", "username", "email", "is_staff"] + model = AuthUsers + fields = ["id", "email"] + many = True class SkillsSerializer(serializers.HyperlinkedModelSerializer): diff --git a/backend/api/services.py b/backend/api/services.py index 52ecf6d..409264d 100644 --- a/backend/api/services.py +++ b/backend/api/services.py @@ -1,13 +1,39 @@ -import requests, json +import requests, json, os +from dotenv import load_dotenv + +load_dotenv() + +SUPABASE_AUTH_URL = os.environ["SUPABASE_AUTH_URL"] +SUPABASE_PUBLIC_APIKEY = os.environ["SUPABAE_PUBLIC_APIKEY"] def login_user(request: requests) -> dict: - reqUrl = ( - "https://db.icuxzklnmyobfjgxudoh.supabase.co//auth/v1/token?grant_type=password" + reqUrl = SUPABASE_AUTH_URL + "token?grant_type=password" + + headersList = { + "apikey": SUPABASE_PUBLIC_APIKEY, + "Content-Type": "application/json", + } + + payload = json.dumps(request.data) + + response = requests.request( + "POST", reqUrl, data=payload, headers=headersList, verify=False ) + response = json.loads(response.text) + + if "refresh_token" in response.keys(): + del response["refresh_token"] + + return response + + +def signup_user(request: requests) -> dict: + reqUrl = SUPABASE_AUTH_URL + "signup" + headersList = { - "apikey": "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6ImljdXh6a2xubXlvYmZqZ3h1ZG9oIiwicm9sZSI6ImFub24iLCJpYXQiOjE2OTU4OTYzOTEsImV4cCI6MjAxMTQ3MjM5MX0.bPi5hV-602hEsdKsvsbdjzSMJXhVTAopQQNadFBF_Eo", + "apikey": SUPABASE_PUBLIC_APIKEY, "Content-Type": "application/json", } @@ -16,8 +42,11 @@ def login_user(request: requests) -> dict: response = requests.request( "POST", reqUrl, data=payload, headers=headersList, verify=False ) + response = json.loads(response.text) + print(response) + if "refresh_token" in response.keys(): del response["refresh_token"] diff --git a/backend/api/views.py b/backend/api/views.py index d4ffd15..916cd2f 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -3,13 +3,13 @@ from rest_framework.views import APIView from rest_framework.response import Response from api.serializers import * -from .services import login_user +from .services import login_user, signup_user -# ViewSets define the view behavior. -class UserViewSet(viewsets.ModelViewSet): - queryset = User.objects.all() - serializer_class = UserSerializer +class AuthUserViewSet(viewsets.ModelViewSet): + AuthUsers.objects.using("auth") + queryset = AuthUsers.objects.all() + serializer_class = AuthUserSerializer class SkillsViewSet(viewsets.ModelViewSet): @@ -34,6 +34,14 @@ def post(self, request): return Response(data=response, status=status.HTTP_200_OK) +class SignupView(APIView): + def post(self, request): + response = signup_user(request) + print(request) + + return Response(data=response, status=status.HTTP_200_OK) + + """ class CourseListApi(Authentication, APIView) """ diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index 5a45d93..571441f 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -94,7 +94,16 @@ "OPTIONS": { "connect_timeout": 5, }, - } + }, + "auth": { + "ENGINE": "django.db.backends.postgresql", + "NAME": getenv("POSTGRES_DB_NAME"), + "USER": getenv("POSTGRES_USER_NAME"), + "PASSWORD": getenv("POSTGRES_PASSWORD"), + "HOST": getenv("POSTGRES_HOST"), + "PORT": getenv("POSTGRES_PORT"), + "OPTIONS": {"connect_timeout": 5, "options": "-c search_path=auth"}, + }, } diff --git a/backend/shift_3_womenpp/urls.py b/backend/shift_3_womenpp/urls.py index 58de27c..660d7f6 100644 --- a/backend/shift_3_womenpp/urls.py +++ b/backend/shift_3_womenpp/urls.py @@ -9,4 +9,5 @@ path("admin/", admin.site.urls), path("api-auth/", include("rest_framework.urls", namespace="rest_framework")), path("api/login/", LoginView.as_view()), + path("api/signup/", SignupView.as_view()), ] diff --git a/backend/supabase_configurations.md b/backend/supabase_configurations.md new file mode 100644 index 0000000..363179b --- /dev/null +++ b/backend/supabase_configurations.md @@ -0,0 +1,3 @@ +# Setting that need to be defined in the Supabase account for this project to work: + +## Athentication -> Providers -> Disable "Confirm email" \ No newline at end of file From 57973816446f2f747041b53b513f9c2b2ce706dc Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Wed, 4 Oct 2023 16:06:13 +0200 Subject: [PATCH 013/138] Added test to upload files to GCP --- .gitignore | 5 ++++ backend/api/models.py | 9 +++++++ backend/api/routers.py | 4 +++ backend/api/services.py | 2 -- backend/api/views.py | 38 +++++++++++++++++++++++++--- backend/docker_requirements.txt | Bin 189 -> 1226 bytes backend/requirements.txt | Bin 205 -> 1260 bytes backend/shift_3_womenpp/settings.py | 20 ++++++++++----- backend/shift_3_womenpp/urls.py | 2 ++ 9 files changed, 69 insertions(+), 11 deletions(-) diff --git a/.gitignore b/.gitignore index bd49297..9877b53 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,11 @@ *.bak supabase/ *.code-workspace +secrets/ +rest_framework/ +django_extensions/ +admin/ +migrations/ # Created by https://www.toptal.com/developers/gitignore/api/django # Edit at https://www.toptal.com/developers/gitignore?templates=django diff --git a/backend/api/models.py b/backend/api/models.py index dfde2fb..eaa5580 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -515,3 +515,12 @@ class Meta: managed = False db_table = '"auth"."users"' db_table_comment = "Auth: Stores user login data within a secure schema." + + +class UploadFileForm(models.Model): + instance_id = models.IntegerField(primary_key=True) + file = models.FileField() + + class Meta: + managed = True + db_table = "files" diff --git a/backend/api/routers.py b/backend/api/routers.py index 10a7ede..287b2f2 100644 --- a/backend/api/routers.py +++ b/backend/api/routers.py @@ -1,4 +1,5 @@ from rest_framework import routers +from django.urls import path from api.views import * router = routers.DefaultRouter() @@ -6,3 +7,6 @@ router.register(r"api/skills", SkillsViewSet) router.register(r"api/invitations", InvitationsViewSet) router.register(r"api/associations", AssociationsViewSet) +router.register(r"photos", PhotoViewSet) +# router.register(r"api/login", LoginView, basename="login") +# router.register(r"api/signup", SignupView, basename="signup") diff --git a/backend/api/services.py b/backend/api/services.py index 409264d..d9049d0 100644 --- a/backend/api/services.py +++ b/backend/api/services.py @@ -45,8 +45,6 @@ def signup_user(request: requests) -> dict: response = json.loads(response.text) - print(response) - if "refresh_token" in response.keys(): del response["refresh_token"] diff --git a/backend/api/views.py b/backend/api/views.py index 916cd2f..1d29290 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -1,9 +1,9 @@ -from django.contrib.auth.models import User from rest_framework import viewsets, status from rest_framework.views import APIView from rest_framework.response import Response from api.serializers import * from .services import login_user, signup_user +from rest_framework import mixins class AuthUserViewSet(viewsets.ModelViewSet): @@ -27,21 +27,53 @@ class InvitationsViewSet(viewsets.ModelViewSet): serializer_class = InvitationSerializer +from django.utils.decorators import method_decorator +from django.views.decorators.http import require_http_methods + + class LoginView(APIView): def post(self, request): response = login_user(request) - return Response(data=response, status=status.HTTP_200_OK) + return Response(response, status=status.HTTP_200_OK) class SignupView(APIView): def post(self, request): response = signup_user(request) - print(request) return Response(data=response, status=status.HTTP_200_OK) +# Testing file upload + +from django import forms + + +class UploadFileForm(forms.Form): + title = forms.CharField(max_length=50) + file = forms.FileField() + + +from rest_framework import serializers, viewsets + + +class Photo(models.Model): + id = models.AutoField(primary_key=True) + file = models.ImageField(upload_to="avatars") + + +class PhotoSerializer(serializers.ModelSerializer): + class Meta: + model = Photo + fields = "__all__" + + +class PhotoViewSet(viewsets.ModelViewSet): + queryset = Photo.objects.all() + serializer_class = PhotoSerializer + + """ class CourseListApi(Authentication, APIView) """ diff --git a/backend/docker_requirements.txt b/backend/docker_requirements.txt index bc3fff1e7b5107324d32c59def02dc299136d0ff..48a1d5edaf942d7ba464976ee06abdcda41e05b7 100644 GIT binary patch literal 1226 zcmZ`(Nm9c=4Ahw_o?pLoUKN)Su{egC0K|arB(EU@_4Q# zI+ri>kptbMexvW+16EiEDo|mmS=Otm3?X}+ewAcTj-6cI?!@(Jgt=y`WQP*R^H%Nl&bMcxiXdHkq%sKdpR&w+DNy9Auc3 z&!drcn}Lb*w?2uUZVl0#uW8Cu5jXwQbw@Q`kzp^+FMo5%)v5~v`r(Y}_6KU(o?2DA zC(|r>yUls(depogStYpq-RD$Uod|Pp!0pcvA6)MA|6$IIs9oYIWDkvghsd$h3V$4m BxaR-> literal 189 zcmX|*OAf*?3`F<2ORY2wV&xqdiBzWqO48cq*VB`L%F^REPZMNHOc8N_BRF%qggg~Q z4-O7y{9YZsl(M9frC|<+{Sniw#E5SAXH24z!;PMWuMO`#ShKwKTyi&-DtaLHV1MCO kySBAqDWbiRbzTAsAzJX@jc#MmutSDvy;pyoQAbqC2Xo~+QUCw| diff --git a/backend/requirements.txt b/backend/requirements.txt index 9f5fec517f1ff20e97af82586a8b18bb5778e808..65f37db4332a4a86bd00ed7ac8b1f89854978ba4 100644 GIT binary patch literal 1260 zcmZ`(?NY)(49st5e3Ux0K#?E*^8tK?LR&#gTl*o(!>hZ=T?;ekbPkkkHrY+CzdxDu z@+wE^q>xgc@GRv)HaLmg%bn~c!#N;2NQ0*Wo~ShtM8*zPfMEbniNkmz3!ItDvmLI4pMKm;c{ z{KeVXuCsoM>b`>`*lWj5{VUy)7u^dwb#`4_hM)Azx`UT?*KCvdY5UWn;a2_A1X`5_S?Iz9B=KZ(XQ2AE#dSq4L@^1&PjR^C1!22Obd~mt*8^*jF SQM diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index 571441f..a77ea7b 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -11,7 +11,7 @@ """ from pathlib import Path -from os import getenv +from os import getenv, path from dotenv import load_dotenv load_dotenv() @@ -45,6 +45,7 @@ "django_extensions", "rest_framework", "api", + "django_cleanup.apps.CleanupConfig", # Remove unused files from storage, not default Django behaviour ] MIDDLEWARE = [ @@ -95,6 +96,7 @@ "connect_timeout": 5, }, }, + # Supabase protected tables "auth": { "ENGINE": "django.db.backends.postgresql", "NAME": getenv("POSTGRES_DB_NAME"), @@ -126,6 +128,17 @@ ] +STORAGES = { + "default": { + "BACKEND": "storages.backends.gcloud.GoogleCloudStorage", + "OPTIONS": {"bucket_name": "shift-enter"}, + }, + "staticfiles": { + "BACKEND": "django.contrib.staticfiles.storage.StaticFilesStorage", + }, +} + + # Internationalization # https://docs.djangoproject.com/en/4.2/topics/i18n/ @@ -142,8 +155,3 @@ # https://docs.djangoproject.com/en/4.2/howto/static-files/ STATIC_URL = "static/" - -# Default primary key field type -# https://docs.djangoproject.com/en/4.2/ref/settings/#default-auto-field - -DEFAULT_AUTO_FIELD = "django.db.models.BigAutoField" diff --git a/backend/shift_3_womenpp/urls.py b/backend/shift_3_womenpp/urls.py index 660d7f6..52a979d 100644 --- a/backend/shift_3_womenpp/urls.py +++ b/backend/shift_3_womenpp/urls.py @@ -1,4 +1,6 @@ +from django.conf import settings from django.urls import path, include +from django.conf.urls.static import static from django.contrib import admin from api.routers import * From 3994ca9523da84db350ffed6edc24782c27e9faf Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Wed, 4 Oct 2023 16:10:55 +0200 Subject: [PATCH 014/138] Removed migrations folder --- backend/api/migrations/0001_initial.py | 416 ------------------ .../0002_alter_associationusers_created_at.py | 18 - .../0003_alter_invitation_association.py | 19 - backend/api/migrations/__init__.py | 0 4 files changed, 453 deletions(-) delete mode 100644 backend/api/migrations/0001_initial.py delete mode 100644 backend/api/migrations/0002_alter_associationusers_created_at.py delete mode 100644 backend/api/migrations/0003_alter_invitation_association.py delete mode 100644 backend/api/migrations/__init__.py diff --git a/backend/api/migrations/0001_initial.py b/backend/api/migrations/0001_initial.py deleted file mode 100644 index 4e7ca95..0000000 --- a/backend/api/migrations/0001_initial.py +++ /dev/null @@ -1,416 +0,0 @@ -# Generated by Django 4.2.5 on 2023-09-28 00:55 - -from django.db import migrations, models -import django.db.models.deletion - - -class Migration(migrations.Migration): - - initial = True - - dependencies = [ - ] - - operations = [ - migrations.CreateModel( - name='Associations', - fields=[ - ('association_id', models.AutoField(primary_key=True, serialize=False)), - ('name', models.CharField(max_length=255)), - ('url_homepage', models.CharField(max_length=255)), - ('main_focus', models.TextField(blank=True, null=True)), - ('logo_url', models.CharField(blank=True, max_length=255, null=True)), - ('created_at', models.DateTimeField(blank=True, null=True)), - ], - options={ - 'db_table': 'associations', - }, - ), - migrations.CreateModel( - name='Candidates', - fields=[ - ('candidate_id', models.AutoField(primary_key=True, serialize=False)), - ('designation', models.CharField(db_comment='Herr, dr, etc', max_length=255)), - ('first_name', models.CharField(max_length=255)), - ('last_name', models.CharField(max_length=255)), - ('preferred_name', models.CharField(blank=True, max_length=255, null=True)), - ('values', models.TextField(blank=True, db_comment='Values is what is important to me, what I would like to see in the company I work for', null=True)), - ('desired_job', models.CharField(blank=True, max_length=255, null=True)), - ('street_address', models.CharField(blank=True, max_length=255, null=True)), - ('house_number', models.CharField(blank=True, max_length=255, null=True)), - ('postal_code', models.IntegerField(blank=True, null=True)), - ('city', models.CharField(blank=True, max_length=255, null=True)), - ('phone_number_region', models.IntegerField(blank=True, null=True)), - ('phone_number', models.IntegerField(blank=True, null=True)), - ('email_adress', models.CharField(max_length=255)), - ('birth_date', models.DateField(blank=True, null=True)), - ('linkedin_address', models.TextField(blank=True, null=True)), - ('notice_period_days', models.IntegerField(blank=True, null=True)), - ('earliest_start_date', models.DateField(blank=True, null=True)), - ('employed', models.BooleanField(blank=True, null=True)), - ('motivation', models.TextField(blank=True, null=True)), - ('preferred_work_percent', models.IntegerField(blank=True, null=True)), - ('yearly_salary_expectation_chf', models.IntegerField(blank=True, db_column='yearly_salary_expectation_CHF', null=True)), - ('avatart_url', models.CharField(blank=True, max_length=255, null=True)), - ('accepted_privacy', models.BooleanField(blank=True, null=True)), - ('skip_tutorial', models.BooleanField(blank=True, null=True)), - ('last_update', models.DateTimeField(blank=True, null=True)), - ('created_at', models.DateTimeField(blank=True, null=True)), - ], - options={ - 'db_table': 'candidates', - }, - ), - migrations.CreateModel( - name='Companies', - fields=[ - ('company_id', models.AutoField(primary_key=True, serialize=False)), - ('values', models.TextField(blank=True, db_comment='Values is what is important to the company', null=True)), - ('main_contact_first_name', models.CharField(max_length=255)), - ('main_contact_last_name', models.CharField(max_length=255)), - ('main_contact_email', models.CharField(max_length=255)), - ('main_contact_region_code', models.IntegerField(blank=True, null=True)), - ('main_contact_phone_number', models.IntegerField(blank=True, null=True)), - ('linkedin_url', models.CharField(blank=True, max_length=255, null=True)), - ('logo_url', models.CharField(blank=True, max_length=255, null=True)), - ('accepted_privacy', models.BooleanField(blank=True, null=True)), - ('skip_tutorial', models.BooleanField(blank=True, null=True)), - ('created_at', models.DateTimeField(blank=True, null=True)), - ('invited_by', models.ForeignKey(db_column='invited_by', db_comment='association id', on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations')), - ], - options={ - 'db_table': 'companies', - }, - ), - migrations.CreateModel( - name='Countries', - fields=[ - ('contry_id', models.AutoField(primary_key=True, serialize=False)), - ('country_name_in_english', models.CharField(max_length=255)), - ('country_name_in_native_language', models.CharField(max_length=255)), - ('country_it_code', models.CharField(max_length=255)), - ], - options={ - 'db_table': 'countries', - }, - ), - migrations.CreateModel( - name='Jobs', - fields=[ - ('job_id', models.AutoField(primary_key=True, serialize=False)), - ('company_id', models.IntegerField()), - ('job_description', models.TextField()), - ('open', models.BooleanField()), - ('role_id', models.IntegerField()), - ('last_day_to_apply', models.DateField(blank=True, null=True)), - ('closed_at', models.DateTimeField(blank=True, null=True)), - ('created_at', models.DateTimeField(blank=True, null=True)), - ], - options={ - 'db_table': 'jobs', - }, - ), - migrations.CreateModel( - name='Languages', - fields=[ - ('language_id', models.AutoField(primary_key=True, serialize=False)), - ('language_name', models.CharField(max_length=255)), - ], - options={ - 'db_table': 'languages', - }, - ), - migrations.CreateModel( - name='LanguagesProficiency', - fields=[ - ('language_proficiency_id', models.AutoField(primary_key=True, serialize=False)), - ('language_proficiency_name', models.CharField(max_length=255)), - ], - options={ - 'db_table': 'languages_proficiency', - }, - ), - migrations.CreateModel( - name='PageCounts', - fields=[ - ('page_count_id', models.AutoField(primary_key=True, serialize=False)), - ('page_name', models.CharField(max_length=255)), - ('date', models.DateField()), - ('views', models.IntegerField()), - ], - options={ - 'db_table': 'page_counts', - 'db_table_comment': 'Stores the daily page counts statistics', - }, - ), - migrations.CreateModel( - name='Skills', - fields=[ - ('skill_id', models.AutoField(primary_key=True, serialize=False)), - ('skill_name', models.CharField(max_length=255)), - ], - options={ - 'db_table': 'skills', - }, - ), - migrations.CreateModel( - name='SkillsProficiency', - fields=[ - ('skill_proficiency_id', models.AutoField(primary_key=True, serialize=False)), - ('proficiency_name', models.CharField(max_length=255)), - ], - options={ - 'db_table': 'skills_proficiency', - }, - ), - migrations.CreateModel( - name='Status', - fields=[ - ('status_id', models.AutoField(primary_key=True, serialize=False)), - ('status_descrption', models.CharField(max_length=255)), - ], - options={ - 'db_table': 'status', - }, - ), - migrations.CreateModel( - name='WorkModels', - fields=[ - ('preferred_work_model_id', models.AutoField(primary_key=True, serialize=False)), - ('preferred_work_model_name', models.CharField(blank=True, max_length=255, null=True)), - ], - options={ - 'db_table': 'work_models', - }, - ), - migrations.CreateModel( - name='WorkPermits', - fields=[ - ('work_permit_id', models.AutoField(primary_key=True, serialize=False)), - ('type_work_permit', models.CharField(max_length=255)), - ], - options={ - 'db_table': 'work_permits', - }, - ), - migrations.CreateModel( - name='Subsidiaries', - fields=[ - ('subsidiary_id', models.AutoField(primary_key=True, serialize=False)), - ('subsidiary_name', models.CharField(max_length=255)), - ('street_address', models.CharField(max_length=255)), - ('house_number', models.CharField(max_length=255)), - ('postal_code', models.IntegerField()), - ('city', models.CharField(max_length=255)), - ('company', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.companies')), - ], - options={ - 'db_table': 'subsidiaries', - }, - ), - migrations.CreateModel( - name='SelectedCandidates', - fields=[ - ('selection_id', models.AutoField(primary_key=True, serialize=False)), - ('comments', models.TextField(blank=True, null=True)), - ('created_at', models.DateTimeField(blank=True, null=True)), - ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.candidates')), - ('job', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.jobs')), - ], - options={ - 'db_table': 'selected_candidates', - }, - ), - migrations.CreateModel( - name='SearchAlert', - fields=[ - ('search_alert_id', models.AutoField(primary_key=True, serialize=False)), - ('search_alert_parameters', models.TextField()), - ('company', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.companies')), - ], - options={ - 'db_table': 'search_alert', - 'db_table_comment': 'Placeholder', - }, - ), - migrations.CreateModel( - name='PersonalityTests', - fields=[ - ('personality_test_id', models.AutoField(primary_key=True, serialize=False)), - ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.candidates')), - ], - options={ - 'db_table': 'personality_tests', - 'db_table_comment': 'Placeholder', - }, - ), - migrations.AddField( - model_name='jobs', - name='subsidiary', - field=models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.subsidiaries'), - ), - migrations.CreateModel( - name='Invitation', - fields=[ - ('invitation_id', models.AutoField(primary_key=True, serialize=False)), - ('validation_string', models.CharField(db_comment='String that validates if the invitation is valid', max_length=255)), - ('company_invite', models.BooleanField(blank=True, db_comment='If it"s not a company, then it"s a candidate', null=True)), - ('invitation_created_at', models.DateTimeField(blank=True, null=True)), - ('association', models.ForeignKey(db_comment='Association that created the invite', on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations')), - ], - options={ - 'db_table': 'invitation', - }, - ), - migrations.CreateModel( - name='Initiatives', - fields=[ - ('initiative_id', models.AutoField(primary_key=True, serialize=False)), - ('name', models.CharField(max_length=255)), - ('description', models.TextField(blank=True, null=True)), - ('date', models.DateField(blank=True, null=True)), - ('initiative_url', models.CharField(blank=True, max_length=255, null=True)), - ('association', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations')), - ], - options={ - 'db_table': 'initiatives', - }, - ), - migrations.CreateModel( - name='CongnitiveTests', - fields=[ - ('congnitive_test_id', models.AutoField(primary_key=True, serialize=False)), - ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.candidates')), - ], - options={ - 'db_table': 'congnitive_tests', - 'db_table_comment': 'Placeholder', - }, - ), - migrations.CreateModel( - name='CompanyUsers', - fields=[ - ('company_user_id', models.AutoField(primary_key=True, serialize=False)), - ('company_user_designation', models.CharField(blank=True, max_length=255, null=True)), - ('company_user_first_name', models.CharField(blank=True, max_length=255, null=True)), - ('company_user_last_name', models.CharField(blank=True, max_length=255, null=True)), - ('company_preferred_name', models.CharField(blank=True, max_length=255, null=True)), - ('company_user_email', models.CharField(blank=True, max_length=255, null=True)), - ('company_user_phone_number_region', models.IntegerField(blank=True, null=True)), - ('company_user_phone_number', models.IntegerField(blank=True, null=True)), - ('avatart_url', models.CharField(blank=True, max_length=255, null=True)), - ('company_user_role', models.IntegerField(blank=True, db_comment='Is there a need for RBAC?', null=True)), - ('created_at', models.DateTimeField(blank=True, null=True)), - ('subsidiary', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.subsidiaries')), - ], - options={ - 'db_table': 'company_users', - }, - ), - migrations.CreateModel( - name='CanditatesInitiatives', - fields=[ - ('canditates_initiatives_id', models.AutoField(primary_key=True, serialize=False)), - ('approved', models.BooleanField(blank=True, null=True)), - ('requested', models.BooleanField(blank=True, null=True)), - ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.candidates')), - ('initiative', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.initiatives')), - ], - options={ - 'db_table': 'canditates_initiatives', - }, - ), - migrations.CreateModel( - name='CandidatesLanguage', - fields=[ - ('candidate_language_id', models.AutoField(primary_key=True, serialize=False)), - ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.candidates')), - ('language', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.languages')), - ('language_proficiency', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.languagesproficiency')), - ], - options={ - 'db_table': 'candidates_language', - }, - ), - migrations.CreateModel( - name='CandidatesFiles', - fields=[ - ('file_id', models.AutoField(primary_key=True, serialize=False)), - ('file_name', models.CharField(max_length=255)), - ('description', models.CharField(blank=True, max_length=255, null=True)), - ('created_at', models.DateTimeField(blank=True, null=True)), - ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.candidates')), - ], - options={ - 'db_table': 'candidates_files', - }, - ), - migrations.CreateModel( - name='CandidatesAssociations', - fields=[ - ('candidate_association_id', models.AutoField(primary_key=True, serialize=False)), - ('assiciation_comment', models.TextField(blank=True, null=True)), - ('association', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations')), - ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.candidates')), - ], - options={ - 'db_table': 'candidates_associations', - }, - ), - migrations.AddField( - model_name='candidates', - name='country', - field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.countries'), - ), - migrations.AddField( - model_name='candidates', - name='invited_by', - field=models.ForeignKey(db_column='invited_by', db_comment='association id', on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations'), - ), - migrations.AddField( - model_name='candidates', - name='preferred_work_model', - field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.workmodels'), - ), - migrations.AddField( - model_name='candidates', - name='status', - field=models.ForeignKey(blank=True, db_comment='looking for a job, open to oferings, etc', null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.status'), - ), - migrations.AddField( - model_name='candidates', - name='work_permit', - field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.workpermits'), - ), - migrations.CreateModel( - name='CadidatesSkill', - fields=[ - ('candidate_skill_id', models.AutoField(primary_key=True, serialize=False)), - ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.candidates')), - ('skill', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.skills')), - ('skill_proficiency', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.skillsproficiency')), - ], - options={ - 'db_table': 'cadidates_skill', - }, - ), - migrations.CreateModel( - name='AssociationUsers', - fields=[ - ('association_user_id', models.AutoField(primary_key=True, serialize=False)), - ('association_user_designation', models.CharField(blank=True, max_length=255, null=True)), - ('association_user_first_name', models.CharField(blank=True, max_length=255, null=True)), - ('association_user_last_name', models.CharField(blank=True, max_length=255, null=True)), - ('association_user_preferred_name', models.CharField(blank=True, max_length=255, null=True)), - ('association_user_email', models.CharField(blank=True, max_length=255, null=True)), - ('association_user_phone_number_region', models.IntegerField(blank=True, null=True)), - ('association_user_phone_number', models.IntegerField(blank=True, null=True)), - ('association_user_role', models.IntegerField(blank=True, db_comment='Is there a need for RBAC?', null=True)), - ('created_at', models.DateTimeField(blank=True, null=True)), - ('association', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations')), - ], - options={ - 'db_table': 'association_users', - }, - ), - ] diff --git a/backend/api/migrations/0002_alter_associationusers_created_at.py b/backend/api/migrations/0002_alter_associationusers_created_at.py deleted file mode 100644 index c605f22..0000000 --- a/backend/api/migrations/0002_alter_associationusers_created_at.py +++ /dev/null @@ -1,18 +0,0 @@ -# Generated by Django 4.2.5 on 2023-09-28 16:07 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0001_initial'), - ] - - operations = [ - migrations.AlterField( - model_name='associationusers', - name='created_at', - field=models.DateTimeField(auto_now_add=True, null=True), - ), - ] diff --git a/backend/api/migrations/0003_alter_invitation_association.py b/backend/api/migrations/0003_alter_invitation_association.py deleted file mode 100644 index f578731..0000000 --- a/backend/api/migrations/0003_alter_invitation_association.py +++ /dev/null @@ -1,19 +0,0 @@ -# Generated by Django 4.2.5 on 2023-09-28 16:47 - -from django.db import migrations, models -import django.db.models.deletion - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0002_alter_associationusers_created_at'), - ] - - operations = [ - migrations.AlterField( - model_name='invitation', - name='association', - field=models.ForeignKey(db_comment='Association that created the invite', on_delete=django.db.models.deletion.DO_NOTHING, related_name='invitations', to='api.associations'), - ), - ] diff --git a/backend/api/migrations/__init__.py b/backend/api/migrations/__init__.py deleted file mode 100644 index e69de29..0000000 From e4f75c41a8129fc1277d58e566423a129d23f59f Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Wed, 4 Oct 2023 19:16:59 +0200 Subject: [PATCH 015/138] Added files test along with images --- backend/api/routers.py | 3 ++- backend/api/views.py | 30 ++++++++++++++++-------------- 2 files changed, 18 insertions(+), 15 deletions(-) diff --git a/backend/api/routers.py b/backend/api/routers.py index 287b2f2..6ea761c 100644 --- a/backend/api/routers.py +++ b/backend/api/routers.py @@ -7,6 +7,7 @@ router.register(r"api/skills", SkillsViewSet) router.register(r"api/invitations", InvitationsViewSet) router.register(r"api/associations", AssociationsViewSet) -router.register(r"photos", PhotoViewSet) +router.register(r"api/photos", PhotoViewSet) +router.register(r"api/files", FileViewSet) # router.register(r"api/login", LoginView, basename="login") # router.register(r"api/signup", SignupView, basename="signup") diff --git a/backend/api/views.py b/backend/api/views.py index 1d29290..2df91f3 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -27,10 +27,6 @@ class InvitationsViewSet(viewsets.ModelViewSet): serializer_class = InvitationSerializer -from django.utils.decorators import method_decorator -from django.views.decorators.http import require_http_methods - - class LoginView(APIView): def post(self, request): response = login_user(request) @@ -47,16 +43,6 @@ def post(self, request): # Testing file upload -from django import forms - - -class UploadFileForm(forms.Form): - title = forms.CharField(max_length=50) - file = forms.FileField() - - -from rest_framework import serializers, viewsets - class Photo(models.Model): id = models.AutoField(primary_key=True) @@ -74,6 +60,22 @@ class PhotoViewSet(viewsets.ModelViewSet): serializer_class = PhotoSerializer +class File(models.Model): + id = models.AutoField(primary_key=True) + file = models.FileField(upload_to="files") + + +class FileSerializer(serializers.ModelSerializer): + class Meta: + model = File + fields = "__all__" + + +class FileViewSet(viewsets.ModelViewSet): + queryset = File.objects.all() + serializer_class = FileSerializer + + """ class CourseListApi(Authentication, APIView) """ From 2618dd3f318b6281279150bdd753c25a80ebbc2f Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Wed, 4 Oct 2023 21:24:22 +0200 Subject: [PATCH 016/138] Updated with CORS --- backend/api/routers.py | 2 -- backend/docker_requirements.txt | Bin 1226 -> 1278 bytes backend/requirements.txt | Bin 1260 -> 1312 bytes backend/shift_3_womenpp/settings.py | 48 +++++++++++++++++++++++----- 4 files changed, 40 insertions(+), 10 deletions(-) diff --git a/backend/api/routers.py b/backend/api/routers.py index 6ea761c..02643be 100644 --- a/backend/api/routers.py +++ b/backend/api/routers.py @@ -9,5 +9,3 @@ router.register(r"api/associations", AssociationsViewSet) router.register(r"api/photos", PhotoViewSet) router.register(r"api/files", FileViewSet) -# router.register(r"api/login", LoginView, basename="login") -# router.register(r"api/signup", SignupView, basename="signup") diff --git a/backend/docker_requirements.txt b/backend/docker_requirements.txt index 48a1d5edaf942d7ba464976ee06abdcda41e05b7..a619c9725426d476100e532a7c02de0785a9273e 100644 GIT binary patch delta 50 zcmX@b`HyqMDVE7gfm42cXWKoZ2a1ws=BJq9BnHedh%Q3nch delta 7 Ocmeyzd5UwxDHZ?@?E_f= diff --git a/backend/requirements.txt b/backend/requirements.txt index 65f37db4332a4a86bd00ed7ac8b1f89854978ba4..58bbbe6dfd1d0932a5c5db6c54e1db8159ada192 100644 GIT binary patch delta 50 zcmaFExqxfK8gfm42cXWKoZ2a1ws=BJq9BnHedh%Of(8w delta 7 OcmZ3$^@el98x{Z!PXj;z diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index a77ea7b..f75e679 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -27,9 +27,6 @@ SECRET_KEY = "django-insecure-ikvw5-1&wx-_unasd54$_&yjn-v6&n78tg9q4-b(5o&xe)vn0g" # SECURE_SSL_REDIRECT = True -# SECURITY WARNING: don't run with debug turned on in production! -DEBUG = True - ALLOWED_HOSTS = ["*"] @@ -45,7 +42,9 @@ "django_extensions", "rest_framework", "api", - "django_cleanup.apps.CleanupConfig", # Remove unused files from storage, not default Django behaviour + # Remove unused files from storage, not default Django behaviour + "django_cleanup.apps.CleanupConfig", + "corsheaders", ] MIDDLEWARE = [ @@ -56,6 +55,11 @@ "django.contrib.auth.middleware.AuthenticationMiddleware", "django.contrib.messages.middleware.MessageMiddleware", "django.middleware.clickjacking.XFrameOptionsMiddleware", + # Cors middleware + "django.middleware.common.CommonMiddleware", + "django.middleware.csrf.CsrfViewMiddleware", + "corsheaders.middleware.CorsMiddleware", + # End cors middleware ] ROOT_URLCONF = "shift_3_womenpp.urls" @@ -143,11 +147,8 @@ # https://docs.djangoproject.com/en/4.2/topics/i18n/ LANGUAGE_CODE = "en-us" - -TIME_ZONE = "UTC" - +TIME_ZONE = "CET" USE_I18N = True - USE_TZ = True @@ -155,3 +156,34 @@ # https://docs.djangoproject.com/en/4.2/howto/static-files/ STATIC_URL = "static/" + +# SECURITY WARNING: All settings below will be changed in production + +DEBUG = True +CORS_ALLOW_CREDENTIALS = True + +CORS_ORIGIN_WHITELIST = ( + "http://localhost:3000", # for localhost (REACT Default) + "http://192.168.0.50:3000", # for network + "http://localhost:8080", # for localhost (Developlemt) + "http://192.168.0.50:8080", # for network (Development) +) + +CSRF_TRUSTED_ORIGINS = [ + "http://localhost:3000", # for localhost (REACT Default) + "http://192.168.0.50:3000", # for network + "http://localhost:8080", # for localhost (Developlemt) + "http://192.168.0.50:8080", # for network (Development) +] + +CORS_ALLOW_HEADERS = [ + "accept", + "accept-encoding", + "authorization", + "content-type", + "dnt", + "origin", + "user-agent", + "x-csrftoken", + "x-requested-with", +] From 9839bfdb297167daa3e3dd3a243dbc254a1813b0 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Thu, 5 Oct 2023 12:10:11 +0200 Subject: [PATCH 017/138] Implemented Gunicorn --- backend/.dockerignore | 2 +- backend/Dockerfile | 11 ++++++----- backend/docker_requirements.txt | Bin 1278 -> 1344 bytes backend/gunicorn.conf.py | 4 ++++ backend/requirements.txt | Bin 1312 -> 1378 bytes backend/shift_3_womenpp/ngnix.conf | 15 +++++++++++++++ backend/shift_3_womenpp/settings.py | 10 ++++++---- backend/shift_3_womenpp/urls.py | 5 +++++ 8 files changed, 37 insertions(+), 10 deletions(-) create mode 100644 backend/gunicorn.conf.py create mode 100644 backend/shift_3_womenpp/ngnix.conf diff --git a/backend/.dockerignore b/backend/.dockerignore index 0194015..0daebc1 100644 --- a/backend/.dockerignore +++ b/backend/.dockerignore @@ -4,6 +4,7 @@ # For more help, visit the .dockerignore file reference guide at # https://docs.docker.com/engine/reference/builder/#dockerignore-file +static/ requirements.txt **/.DS_Store **/__pycache__ @@ -54,7 +55,6 @@ media # If your build process includes running collectstatic, then you probably don't need or want to include staticfiles/ # in your Git repository. Update and uncomment the following line accordingly. -# /staticfiles/ ### Django.Python Stack ### # Byte-compiled / optimized / DLL files diff --git a/backend/Dockerfile b/backend/Dockerfile index d6a05de..b25d04a 100644 --- a/backend/Dockerfile +++ b/backend/Dockerfile @@ -29,7 +29,8 @@ RUN adduser \ appuser RUN apk update -RUN apk add python3 py3-pip py3-psycopg2 +# RUN apk add nginx +RUN apk add python3 py3-pip py3-psycopg2 COPY docker_requirements.txt docker_requirements.txt RUN --mount=type=cache,target=/root/.cache/pip pip3 install -r docker_requirements.txt @@ -38,10 +39,10 @@ RUN --mount=type=cache,target=/root/.cache/pip pip3 install -r docker_requireme COPY . . # Switch to the non-privileged user to run the application. -USER appuser +# USER appuser # Expose the port that the application listens on. -EXPOSE 8080 +EXPOSE 8000 -# Run the application. -CMD python manage.py runserver 0.0.0.0:8080 +RUN python manage.py collectstatic --noinput +CMD ["gunicorn", "-c", "gunicorn.conf.py", "shift_3_womenpp.wsgi:application"] \ No newline at end of file diff --git a/backend/docker_requirements.txt b/backend/docker_requirements.txt index a619c9725426d476100e532a7c02de0785a9273e..7653a609133a7fed090d474ffa2af5747b4498ff 100644 GIT binary patch delta 74 zcmeyzd4OxfKNcrm1}=tlhEj$+hD?TJhJ1!1Aj=jAjTj6W^nj!ug8>6b4M;AJAq}W1 O9V~AElraTjLk0j%_YBqm delta 7 OcmX@W^^bGIKNbKEtpkJr diff --git a/backend/gunicorn.conf.py b/backend/gunicorn.conf.py new file mode 100644 index 0000000..dd1aa97 --- /dev/null +++ b/backend/gunicorn.conf.py @@ -0,0 +1,4 @@ +workers = 2 +threads = 3 +bind = "0.0.0.0:8000" +accesslog = "-" diff --git a/backend/requirements.txt b/backend/requirements.txt index 58bbbe6dfd1d0932a5c5db6c54e1db8159ada192..e630498b3b976bbcdcd8a4d7a430ab122419eca3 100644 GIT binary patch delta 74 zcmZ3$^@wYO0;>}*0~bR&Ln%WZLncEqLq0 Date: Thu, 5 Oct 2023 15:14:07 +0200 Subject: [PATCH 018/138] GitHub actions (#24) Added GitHub actions to automatically run black on python files Co-authored-by: TanyaSpiden --- .github/workflows/black.yml | 31 +++++++++++++++++++++++++++++++ .gitignore | 3 +++ requirements_git_actions.txt | 2 ++ 3 files changed, 36 insertions(+) create mode 100644 .github/workflows/black.yml create mode 100644 requirements_git_actions.txt diff --git a/.github/workflows/black.yml b/.github/workflows/black.yml new file mode 100644 index 0000000..c4d0cbd --- /dev/null +++ b/.github/workflows/black.yml @@ -0,0 +1,31 @@ +name: python auto-format +on: + # Triggers the workflow on push to all the branches and on pull request to the "master" or the "dev" branch + push: + pull_request: + branches: [ "master", "dev"] + # Allows you to run this workflow manually from the Actions tab + workflow_dispatch: + +jobs: + lint: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v3 + with: + ref: ${{ github.head_ref }} + + - name: Install dependencies + run: | + python -m pip install -r requirements_git_actions.txt + + - name: apply_black + run: + black --verbose . + + - uses: psf/black@stable + with: + options: "--check --verbose" + src: "." + jupyter: true + version: "~= 22.0" \ No newline at end of file diff --git a/.gitignore b/.gitignore index 9877b53..8175760 100644 --- a/.gitignore +++ b/.gitignore @@ -149,6 +149,9 @@ ENV/ env.bak/ venv.bak/ +#Data +data/ + # Spyder project settings .spyderproject .spyproject diff --git a/requirements_git_actions.txt b/requirements_git_actions.txt new file mode 100644 index 0000000..59f8257 --- /dev/null +++ b/requirements_git_actions.txt @@ -0,0 +1,2 @@ +black==23.9.1 +black[jupyter] \ No newline at end of file From df454ef6f3bf931fdecea37c16be99389215f2d2 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Thu, 5 Oct 2023 15:23:37 +0200 Subject: [PATCH 019/138] Reverted back to normal user --- backend/Dockerfile | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/backend/Dockerfile b/backend/Dockerfile index b25d04a..efe050e 100644 --- a/backend/Dockerfile +++ b/backend/Dockerfile @@ -29,7 +29,6 @@ RUN adduser \ appuser RUN apk update -# RUN apk add nginx RUN apk add python3 py3-pip py3-psycopg2 COPY docker_requirements.txt docker_requirements.txt @@ -38,11 +37,13 @@ RUN --mount=type=cache,target=/root/.cache/pip pip3 install -r docker_requireme # Copy the source code into the container. COPY . . +# Collect Django static files +RUN python manage.py collectstatic --noinput + # Switch to the non-privileged user to run the application. -# USER appuser +USER appuser # Expose the port that the application listens on. 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The first column is selected. + aud = models.CharField(max_length=255, blank=True, null=True) + role = models.CharField(max_length=255, blank=True, null=True) + email = models.CharField(unique=True, max_length=255, blank=True, null=True) + encrypted_password = models.CharField(max_length=255, blank=True, null=True) + email_confirmed_at = models.DateTimeField(blank=True, null=True) + invited_at = models.DateTimeField(blank=True, null=True) + confirmation_token = models.CharField( + unique=True, max_length=255, blank=True, null=True + ) + confirmation_sent_at = models.DateTimeField(blank=True, null=True) + recovery_token = models.CharField( + unique=True, max_length=255, blank=True, null=True + ) + recovery_sent_at = models.DateTimeField(blank=True, null=True) + email_change_token_new = models.CharField( + unique=True, max_length=255, blank=True, null=True + ) + email_change = models.CharField(max_length=255, blank=True, null=True) + email_change_sent_at = models.DateTimeField(blank=True, null=True) last_sign_in_at = models.DateTimeField(blank=True, null=True) - created_at = models.DateTimeField(blank=True, null=True) - updated_at = models.DateTimeField(blank=True, null=True) - email = models.TextField( - blank=True, - null=True, - db_comment="Auth: Email is a generated column that references the optional email property in the identity_data", + raw_app_meta_data = models.JSONField(blank=True, null=True) + raw_user_meta_data = models.JSONField(blank=True, null=True) + is_super_admin = models.BooleanField(blank=True, null=True) + created_at = models.DateTimeField(blank=True, null=True) + updated_at = models.DateTimeField(blank=True, null=True) + phone = models.TextField(unique=True, blank=True, null=True) + phone_confirmed_at = models.DateTimeField(blank=True, null=True) + phone_change = models.TextField(blank=True, null=True) + phone_change_token = models.CharField(max_length=255, blank=True, null=True) + phone_change_sent_at = models.DateTimeField(blank=True, null=True) + confirmed_at = models.DateTimeField(blank=True, null=True) + email_change_token_current = models.CharField( + unique=True, max_length=255, blank=True, null=True ) - - class Meta: - managed = False - db_table = "identities" - unique_together = (("provider", "id"),) - db_table_comment = "Auth: Stores identities associated to a user." - - -class Instances(models.Model): - id = models.UUIDField(primary_key=True) - uuid = models.UUIDField(blank=True, null=True) - raw_base_config = models.TextField(blank=True, null=True) - created_at = models.DateTimeField(blank=True, null=True) - updated_at = models.DateTimeField(blank=True, null=True) - - class Meta: - managed = False - db_table = "instances" - db_table_comment = "Auth: Manages users across multiple sites." - - -class MfaAmrClaims(models.Model): - session = models.ForeignKey("Sessions", models.DO_NOTHING) - created_at = models.DateTimeField() - updated_at = models.DateTimeField() - authentication_method = models.TextField() - id = models.UUIDField(primary_key=True) - - class Meta: - managed = False - db_table = "mfa_amr_claims" - unique_together = (("session", "authentication_method"),) - db_table_comment = "auth: stores authenticator method reference claims for multi factor authentication" - - -class MfaChallenges(models.Model): - id = models.UUIDField(primary_key=True) - factor = models.ForeignKey("MfaFactors", models.DO_NOTHING) - created_at = models.DateTimeField() - verified_at = models.DateTimeField(blank=True, null=True) - ip_address = models.GenericIPAddressField() - - class Meta: - managed = False - db_table = "mfa_challenges" - db_table_comment = "auth: stores metadata about challenge requests made" - - -class MfaFactors(models.Model): - id = models.UUIDField(primary_key=True) - user = models.ForeignKey("Users", models.DO_NOTHING) - friendly_name = models.TextField(blank=True, null=True) - factor_type = models.TextField() # This field type is a guess. - status = models.TextField() # This field type is a guess. - created_at = models.DateTimeField() - updated_at = models.DateTimeField() - secret = models.TextField(blank=True, null=True) - - class Meta: - managed = False - db_table = "mfa_factors" - unique_together = (("friendly_name", "user"),) - db_table_comment = "auth: stores metadata about factors" - - -class RefreshTokens(models.Model): - instance_id = models.UUIDField(blank=True, null=True) - id = models.BigAutoField(primary_key=True) - token = models.CharField(unique=True, max_length=255, blank=True, null=True) - user_id = models.CharField(max_length=255, blank=True, null=True) - revoked = models.BooleanField(blank=True, null=True) - created_at = models.DateTimeField(blank=True, null=True) - updated_at = models.DateTimeField(blank=True, null=True) - parent = models.CharField(max_length=255, blank=True, null=True) - session = models.ForeignKey("Sessions", models.DO_NOTHING, blank=True, null=True) - - class Meta: - managed = False - db_table = "refresh_tokens" - db_table_comment = ( - "Auth: Store of tokens used to refresh JWT tokens once they expire." - ) - - -class SamlProviders(models.Model): - id = models.UUIDField(primary_key=True) - sso_provider = models.ForeignKey("SsoProviders", models.DO_NOTHING) - entity_id = models.TextField(unique=True) - metadata_xml = models.TextField() - metadata_url = models.TextField(blank=True, null=True) - attribute_mapping = models.JSONField(blank=True, null=True) - created_at = models.DateTimeField(blank=True, null=True) - updated_at = models.DateTimeField(blank=True, null=True) - - class Meta: - managed = False - db_table = "saml_providers" - db_table_comment = "Auth: Manages SAML Identity Provider connections." - - -class SamlRelayStates(models.Model): - id = models.UUIDField(primary_key=True) - sso_provider = models.ForeignKey("SsoProviders", models.DO_NOTHING) - request_id = models.TextField() - for_email = models.TextField(blank=True, null=True) - redirect_to = models.TextField(blank=True, null=True) - from_ip_address = models.GenericIPAddressField(blank=True, null=True) - created_at = models.DateTimeField(blank=True, null=True) - updated_at = models.DateTimeField(blank=True, null=True) - - class Meta: - managed = False - db_table = "saml_relay_states" - db_table_comment = "Auth: Contains SAML Relay State information for each Service Provider initiated login." - - -class SchemaMigrations(models.Model): - version = models.CharField(primary_key=True, max_length=255) - - class Meta: - managed = False - db_table = "schema_migrations" - db_table_comment = "Auth: Manages updates to the auth system." - - -class Sessions(models.Model): - id = models.UUIDField(primary_key=True) - user = models.ForeignKey("Users", models.DO_NOTHING) - created_at = models.DateTimeField(blank=True, null=True) - updated_at = models.DateTimeField(blank=True, null=True) - factor_id = models.UUIDField(blank=True, null=True) - aal = models.TextField(blank=True, null=True) # This field type is a guess. - not_after = models.DateTimeField( - blank=True, - null=True, - db_comment="Auth: Not after is a nullable column that contains a timestamp after which the session should be regarded as expired.", + email_change_confirm_status = models.SmallIntegerField(blank=True, null=True) + banned_until = models.DateTimeField(blank=True, null=True) + reauthentication_token = models.CharField( + unique=True, max_length=255, blank=True, null=True ) - - class Meta: - managed = False - db_table = "sessions" - db_table_comment = "Auth: Stores session data associated to a user." - - -class SsoDomains(models.Model): - id = models.UUIDField(primary_key=True) - sso_provider = models.ForeignKey("SsoProviders", models.DO_NOTHING) - domain = models.TextField() - created_at = models.DateTimeField(blank=True, null=True) - updated_at = models.DateTimeField(blank=True, null=True) - - class Meta: - managed = False - db_table = "sso_domains" - db_table_comment = "Auth: Manages SSO email address domain mapping to an SSO Identity Provider." - - -class SsoProviders(models.Model): - id = models.UUIDField(primary_key=True) - resource_id = models.TextField( - blank=True, - null=True, - db_comment="Auth: Uniquely identifies a SSO provider according to a user-chosen resource ID (case insensitive), useful in infrastructure as code.", + reauthentication_sent_at = models.DateTimeField(blank=True, null=True) + is_sso_user = models.BooleanField( + db_comment="Auth: Set this column to true when the account comes from SSO. These accounts can have duplicate emails." ) - created_at = models.DateTimeField(blank=True, null=True) - updated_at = models.DateTimeField(blank=True, null=True) + deleted_at = models.DateTimeField(blank=True, null=True) class Meta: managed = False - db_table = "sso_providers" - db_table_comment = "Auth: Manages SSO identity provider information; see saml_providers for SAML." + db_table = '"auth"."users"' + db_table_comment = "Auth: Stores user login data within a secure schema." diff --git a/backend/api/models.py b/backend/api/models.py index eaa5580..4adbb78 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -1,11 +1,7 @@ -# This is an auto-generated Django model module. -# You'll have to do the following manually to clean this up: -# * Rearrange models' order -# * Make sure each model has one field with primary_key=True -# * Make sure each ForeignKey and OneToOneField has `on_delete` set to the desired behavior -# * Remove `managed = False` lines if you wish to allow Django to create, modify, and delete the table -# Feel free to rename the models, but don't rename db_table values or field names. from django.db import models +from api.auth_models import AuthUsers +import os +from urllib import parse as parse_url DEFAULT_MAX_LENGTH = 255 @@ -15,27 +11,17 @@ class AssociationUsers(models.Model): association = models.ForeignKey( "Associations", models.DO_NOTHING, blank=True, null=True ) - association_user_designation = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) - association_user_first_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) - association_user_last_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) - association_user_preferred_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) - association_user_email = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) + association_user_designation = models.CharField(blank=True, null=True) + association_user_first_name = models.CharField(blank=True, null=True) + association_user_last_name = models.CharField(blank=True, null=True) + association_user_preferred_name = models.CharField(blank=True, null=True) + association_user_email = models.CharField(blank=True, null=True) association_user_phone_number_region = models.IntegerField(blank=True, null=True) association_user_phone_number = models.IntegerField(blank=True, null=True) association_user_role = models.IntegerField( blank=True, null=True, db_comment="Is there a need for RBAC?" ) - created_at = models.DateTimeField(blank=True, null=True, auto_now_add=True) + created_at = models.DateTimeField(auto_now_add=True) class Meta: db_table = "association_users" @@ -43,86 +29,50 @@ class Meta: class Associations(models.Model): association_id = models.AutoField(primary_key=True) - name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - url_homepage = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + name = models.CharField(max_length=DEFAULT_MAX_LENGTH) + url_homepage = models.CharField(max_length=DEFAULT_MAX_LENGTH) main_focus = models.TextField(blank=True, null=True) - logo_url = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) - created_at = models.DateTimeField(blank=True, null=True) + logo_url = models.CharField(blank=True, null=True) + created_at = models.DateTimeField(auto_now_add=True) class Meta: db_table = "associations" -class CadidatesSkill(models.Model): - candidate_skill_id = models.AutoField(primary_key=True) - skill = models.ForeignKey("Skills", models.DO_NOTHING) - skill_proficiency = models.ForeignKey("SkillsProficiency", models.DO_NOTHING) - candidate = models.ForeignKey("Candidates", models.DO_NOTHING) - - class Meta: - db_table = "cadidates_skill" - - class Candidates(models.Model): candidate_id = models.AutoField(primary_key=True) - designation = models.CharField( - max_length=DEFAULT_MAX_LENGTH, db_comment="Herr, dr, etc" - ) - first_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - last_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + supabase_authenticaiton_uuid = models.UUIDField() + first_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) + last_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) preferred_name = models.CharField( max_length=DEFAULT_MAX_LENGTH, blank=True, null=True ) - values = models.TextField( + values_text = models.TextField( blank=True, null=True, db_comment="Values is what is important to me, what I would like to see in the company I work for", ) + related_experience = models.TextField(blank=True, null=True) + preferred_work_model = models.ForeignKey( + "WorkModels", models.DO_NOTHING, blank=True, null=True + ) desired_job = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + personality_description = models.TextField(blank=True, null=True) street_address = models.CharField( max_length=DEFAULT_MAX_LENGTH, blank=True, null=True ) - house_number = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) + house_number = models.CharField(max_length=20, blank=True, null=True) postal_code = models.IntegerField(blank=True, null=True) city = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + country = models.ForeignKey("Countries", models.DO_NOTHING, blank=True, null=True) phone_number_region = models.IntegerField(blank=True, null=True) phone_number = models.IntegerField(blank=True, null=True) - email_adress = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + email_adress = models.CharField(max_length=DEFAULT_MAX_LENGTH) birth_date = models.DateField(blank=True, null=True) - linkedin_address = models.TextField(blank=True, null=True) work_permit = models.ForeignKey( "WorkPermits", models.DO_NOTHING, blank=True, null=True ) - notice_period_days = models.IntegerField(blank=True, null=True) - earliest_start_date = models.DateField(blank=True, null=True) - preferred_work_model = models.ForeignKey( - "WorkModels", models.DO_NOTHING, blank=True, null=True - ) - employed = models.BooleanField(blank=True, null=True) - motivation = models.TextField(blank=True, null=True) - country = models.ForeignKey("Countries", models.DO_NOTHING, blank=True, null=True) - preferred_work_percent = models.IntegerField(blank=True, null=True) - yearly_salary_expectation_chf = models.IntegerField( - db_column="yearly_salary_expectation_CHF", blank=True, null=True - ) # Field name made lowercase. - invited_by = models.ForeignKey( - Associations, - models.DO_NOTHING, - db_column="invited_by", - db_comment="association id", - ) + notice_period_months = models.IntegerField(blank=True, null=True) status = models.ForeignKey( "Status", models.DO_NOTHING, @@ -130,11 +80,21 @@ class Candidates(models.Model): null=True, db_comment="looking for a job, open to oferings, etc", ) - avatart_url = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) - accepted_privacy = models.BooleanField(blank=True, null=True) - skip_tutorial = models.BooleanField(blank=True, null=True) - last_update = models.DateTimeField(blank=True, null=True) - created_at = models.DateTimeField(blank=True, null=True) + file_cv = models.FileField(upload_to="cvs/", blank=True, null=True) + preferred_work_id = models.IntegerField(blank=True, null=True) + invited_by = models.ForeignKey( + Associations, + models.DO_NOTHING, + db_column="invited_by", + db_comment="association id", + ) + accepted_privacy = models.BooleanField() + skip_tutorial = models.BooleanField(default=False) + last_update = models.DateTimeField(auto_now=True) + created_at = models.DateTimeField(auto_now_add=True) + + def __str__(self): + return f"{self.candidate_id} - {self.first_name} {self.last_name}" class Meta: db_table = "candidates" @@ -150,40 +110,46 @@ class Meta: db_table = "candidates_associations" -class CandidatesFiles(models.Model): - file_id = models.AutoField(primary_key=True) - file_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - description = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) +class CanditatesInitiatives(models.Model): + canditates_initiatives_id = models.AutoField(primary_key=True) candidate = models.ForeignKey(Candidates, models.DO_NOTHING) - created_at = models.DateTimeField(blank=True, null=True) + initiative = models.ForeignKey("Initiatives", models.DO_NOTHING) + approved = models.BooleanField(blank=True, null=True) + requested = models.BooleanField(blank=True, null=True) class Meta: - db_table = "candidates_files" + db_table = "canditates_initiatives" -class CandidatesLanguage(models.Model): - candidate_language_id = models.AutoField(primary_key=True) - candidate = models.ForeignKey(Candidates, models.DO_NOTHING) - language = models.ForeignKey("Languages", models.DO_NOTHING) - language_proficiency = models.ForeignKey( - "LanguagesProficiency", models.DO_NOTHING, blank=True, null=True +class Invitation(models.Model): + invitation_id = models.AutoField(primary_key=True) + association = models.ForeignKey( + Associations, + models.DO_NOTHING, + db_comment="Association that created the invite", ) + validation_string = models.CharField( + db_comment="String that validates if the invitation is valid" + ) + company_invite = models.BooleanField( + blank=True, null=True, db_comment='If it"s not a company, then it"s a candidate' + ) + invitation_created_at = models.DateTimeField(auto_now_add=True) class Meta: - db_table = "candidates_language" + db_table = "invitation" -class CanditatesInitiatives(models.Model): - canditates_initiatives_id = models.AutoField(primary_key=True) - candidate = models.ForeignKey(Candidates, models.DO_NOTHING) - initiative = models.ForeignKey("Initiatives", models.DO_NOTHING) - approved = models.BooleanField(blank=True, null=True) - requested = models.BooleanField(blank=True, null=True) +class Initiatives(models.Model): + initiative_id = models.AutoField(primary_key=True) + association = models.ForeignKey(Associations, models.DO_NOTHING) + name = models.CharField(max_length=DEFAULT_MAX_LENGTH) + description = models.TextField(blank=True, null=True) + date = models.DateField(blank=True, null=True) + initiative_url = models.CharField(blank=True, null=True) class Meta: - db_table = "canditates_initiatives" + db_table = "initiatives" class Companies(models.Model): @@ -191,21 +157,13 @@ class Companies(models.Model): values = models.TextField( blank=True, null=True, db_comment="Values is what is important to the company" ) - main_contact_first_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - main_contact_last_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - main_contact_email = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + main_contact_first_name = models.CharField() + main_contact_last_name = models.CharField() + main_contact_email = models.CharField() main_contact_region_code = models.IntegerField(blank=True, null=True) main_contact_phone_number = models.IntegerField(blank=True, null=True) - linkedin_url = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) - logo_url = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + linkedin_url = models.CharField(blank=True, null=True) + logo_url = models.CharField(blank=True, null=True) invited_by = models.ForeignKey( Associations, models.DO_NOTHING, @@ -214,7 +172,7 @@ class Companies(models.Model): ) accepted_privacy = models.BooleanField(blank=True, null=True) skip_tutorial = models.BooleanField(blank=True, null=True) - created_at = models.DateTimeField(blank=True, null=True) + created_at = models.DateTimeField(auto_now_add=True) class Meta: db_table = "companies" @@ -225,115 +183,153 @@ class CompanyUsers(models.Model): subsidiary = models.ForeignKey( "Subsidiaries", models.DO_NOTHING, blank=True, null=True ) - company_user_designation = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) - company_user_first_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) - company_user_last_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) - company_preferred_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) - company_user_email = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) + company_user_designation = models.CharField(blank=True, null=True) + company_user_first_name = models.CharField(blank=True, null=True) + company_user_last_name = models.CharField(blank=True, null=True) + company_preferred_name = models.CharField(blank=True, null=True) + company_user_email = models.CharField(blank=True, null=True) company_user_phone_number_region = models.IntegerField(blank=True, null=True) company_user_phone_number = models.IntegerField(blank=True, null=True) - avatart_url = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + avatart_url = models.CharField(blank=True, null=True) company_user_role = models.IntegerField( blank=True, null=True, db_comment="Is there a need for RBAC?" ) - created_at = models.DateTimeField(blank=True, null=True) + created_at = models.DateTimeField(auto_now_add=True) class Meta: db_table = "company_users" -class CongnitiveTests(models.Model): - congnitive_test_id = models.AutoField(primary_key=True) - candidate = models.ForeignKey(Candidates, models.DO_NOTHING) +class Jobs(models.Model): + job_id = models.AutoField(primary_key=True) + company_id = models.IntegerField() + job_description = models.TextField() + open = models.BooleanField() + role_id = models.IntegerField() + subsidiary = models.ForeignKey("Subsidiaries", models.DO_NOTHING) + last_day_to_apply = models.DateField(blank=True, null=True) + closed_at = models.DateTimeField(blank=True, null=True) + created_at = models.DateTimeField(auto_now_add=True) + + class Meta: + db_table = "jobs" + + +class SearchAlert(models.Model): + search_alert_id = models.AutoField(primary_key=True) + search_alert_parameters = models.TextField() # This field type is a guess. + company = models.ForeignKey(Companies, models.DO_NOTHING) class Meta: - db_table = "congnitive_tests" + db_table = "search_alert" db_table_comment = "Placeholder" -class Countries(models.Model): - contry_id = models.AutoField(primary_key=True) - country_name_in_english = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - country_name_in_native_language = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - country_it_code = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) +class Subsidiaries(models.Model): + subsidiary_id = models.AutoField(primary_key=True) + subsidiary_name = models.CharField() + company = models.ForeignKey(Companies, models.DO_NOTHING) + street_address = models.CharField() + house_number = models.CharField() + postal_code = models.IntegerField() + city = models.CharField() class Meta: - db_table = "countries" + db_table = "subsidiaries" -class Initiatives(models.Model): - initiative_id = models.AutoField(primary_key=True) - association = models.ForeignKey(Associations, models.DO_NOTHING) - name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - description = models.TextField(blank=True, null=True) - date = models.DateField(blank=True, null=True) - initiative_url = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) +class SelectedCandidates(models.Model): + selection_id = models.AutoField(primary_key=True) + candidate = models.ForeignKey(Candidates, models.CASCADE) + job = models.ForeignKey(Jobs, models.DO_NOTHING, blank=True, null=True) + comments = models.TextField(blank=True, null=True) + created_at = models.DateTimeField(auto_now_add=True) class Meta: - db_table = "initiatives" + db_table = "selected_candidates" -class Invitation(models.Model): - invitation_id = models.AutoField(primary_key=True) - association = models.ForeignKey( - Associations, - models.DO_NOTHING, - db_comment="Association that created the invite", - related_name="invitations", - ) - validation_string = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - db_comment="String that validates if the invitation is valid", - ) - company_invite = models.BooleanField( - blank=True, null=True, db_comment='If it"s not a company, then it"s a candidate' +class CadidatesSkills(models.Model): + candidate_skill_id = models.AutoField(primary_key=True) + skill = models.ForeignKey("Skills", models.CASCADE) + candidate = models.ForeignKey("Candidates", models.CASCADE) + + class Meta: + db_table = "cadidates_skills" + + +class CadidatesSoftSkills(models.Model): + candidate_soft_skill_id = models.AutoField(primary_key=True) + soft_skill = models.ForeignKey("SoftSkills", models.CASCADE) + candidate = models.ForeignKey("Candidates", models.CASCADE) + + class Meta: + db_table = "cadidates_soft_skills" + + +class CandidatesDocuments(models.Model): + def allocate_to_candidate_folder(instance, filename): + path = "candidates_documents/" + format = "/".join([str(instance.candidate.candidate_id), filename]) + return os.path.join(path, format) + + @property + def file_name(self): + file_name = os.path.basename(self.file.name) + return parse_url.unquote(file_name) + + file_id = models.AutoField(primary_key=True) + file = models.FileField(upload_to=allocate_to_candidate_folder) + description = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + candidate = models.ForeignKey(Candidates, models.CASCADE, null=True, blank=True) + created_at = models.DateTimeField(auto_now_add=True) + + class Meta: + db_table = "candidates_documents" + + +class CandidatesLanguage(models.Model): + candidate_language_id = models.AutoField(primary_key=True) + candidate = models.ForeignKey(Candidates, models.CASCADE) + language = models.ForeignKey("Languages", models.DO_NOTHING) + language_proficiency = models.ForeignKey( + "LanguagesProficiency", models.DO_NOTHING, blank=True, null=True ) - invitation_created_at = models.DateTimeField(blank=True, null=True) class Meta: - db_table = "invitation" + db_table = "candidates_language" -class Jobs(models.Model): - job_id = models.AutoField(primary_key=True) - company_id = models.IntegerField() - job_description = models.TextField() - open = models.BooleanField() - role_id = models.IntegerField() - subsidiary = models.ForeignKey("Subsidiaries", models.DO_NOTHING) - last_day_to_apply = models.DateField(blank=True, null=True) - closed_at = models.DateTimeField(blank=True, null=True) - created_at = models.DateTimeField(blank=True, null=True) +class Cantons(models.Model): + canton_id = models.AutoField(primary_key=True) + canton_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: - db_table = "jobs" + db_table = "cantons" + + +class Countries(models.Model): + contry_id = models.AutoField(primary_key=True) + country_name_in_english = models.CharField(max_length=DEFAULT_MAX_LENGTH) + country_name_in_native_language = models.CharField(max_length=DEFAULT_MAX_LENGTH) + country_it_code = models.CharField(max_length=DEFAULT_MAX_LENGTH) + + class Meta: + db_table = "countries" + + +class DesiredWorkLocationCandidate(models.Model): + desired_work_location_candidate_id = models.AutoField(primary_key=True) + canton = models.ForeignKey(Cantons, models.DO_NOTHING) + candidate = models.ForeignKey(Candidates, models.CASCADE) + + class Meta: + db_table = "desired_work_location_candidate" class Languages(models.Model): language_id = models.AutoField(primary_key=True) - language_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + language_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: db_table = "languages" @@ -341,19 +337,25 @@ class Meta: class LanguagesProficiency(models.Model): language_proficiency_id = models.AutoField(primary_key=True) - language_proficiency_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + language_proficiency_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: db_table = "languages_proficiency" +class ListValues(models.Model): + list_values_id = models.AutoField(primary_key=True) + list_values_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + + class Meta: + db_table = "list_values" + + class PageCounts(models.Model): page_count_id = models.AutoField(primary_key=True) - page_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + page_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) date = models.DateField() views = models.IntegerField() @@ -362,92 +364,59 @@ class Meta: db_table_comment = "Stores the daily page counts statistics" -class PersonalityTests(models.Model): - personality_test_id = models.AutoField(primary_key=True) - candidate = models.ForeignKey(Candidates, models.DO_NOTHING) +class Personalities(models.Model): + personality_id = models.AutoField(primary_key=True) + personality_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: - db_table = "personality_tests" - db_table_comment = "Placeholder" + db_table = "personalities" -class SearchAlert(models.Model): - search_alert_id = models.AutoField(primary_key=True) - search_alert_parameters = models.TextField() # This field type is a guess. - company = models.ForeignKey(Companies, models.DO_NOTHING) +class PersonalityCandidates(models.Model): + personality_candidates_id = models.AutoField(primary_key=True) + personality = models.ForeignKey(Personalities, models.DO_NOTHING) + candidate = models.ForeignKey(Candidates, models.CASCADE) class Meta: - db_table = "search_alert" - db_table_comment = "Placeholder" - - -class SelectedCandidates(models.Model): - selection_id = models.AutoField(primary_key=True) - candidate = models.ForeignKey(Candidates, models.DO_NOTHING) - job = models.ForeignKey(Jobs, models.DO_NOTHING, blank=True, null=True) - comments = models.TextField(blank=True, null=True) - created_at = models.DateTimeField(blank=True, null=True) - - class Meta: - db_table = "selected_candidates" + db_table = "personality_candidates" class Skills(models.Model): skill_id = models.AutoField(primary_key=True) - skill_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + skill_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: db_table = "skills" -class SkillsProficiency(models.Model): - skill_proficiency_id = models.AutoField(primary_key=True) - proficiency_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) +class SoftSkills(models.Model): + soft_skill_id = models.AutoField(primary_key=True) + soft_skill_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: - db_table = "skills_proficiency" + db_table = "soft_skills" class Status(models.Model): status_id = models.AutoField(primary_key=True) - status_descrption = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + status_descrption = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: db_table = "status" -class Subsidiaries(models.Model): - subsidiary_id = models.AutoField(primary_key=True) - subsidiary_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - company = models.ForeignKey(Companies, models.DO_NOTHING) - street_address = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - house_number = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - postal_code = models.IntegerField() - city = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) +class ValuesCandidates(models.Model): + list_values_id = models.AutoField(primary_key=True) + list_values_name = models.ForeignKey(ListValues, models.CASCADE) + cadidate = models.ForeignKey(Candidates, models.CASCADE) class Meta: - db_table = "subsidiaries" + db_table = "values_candidates" class WorkModels(models.Model): preferred_work_model_id = models.AutoField(primary_key=True) - preferred_work_model_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) + preferred_work_model_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: db_table = "work_models" @@ -455,72 +424,7 @@ class Meta: class WorkPermits(models.Model): work_permit_id = models.AutoField(primary_key=True) - type_work_permit = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + type_work_permit = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: db_table = "work_permits" - - -class AuthUsers(models.Model): - instance_id = models.UUIDField(blank=True, null=True) - id = models.UUIDField(primary_key=True) - aud = models.CharField(max_length=255, blank=True, null=True) - role = models.CharField(max_length=255, blank=True, null=True) - email = models.CharField(unique=True, max_length=255, blank=True, null=True) - encrypted_password = models.CharField(max_length=255, blank=True, null=True) - email_confirmed_at = models.DateTimeField(blank=True, null=True) - invited_at = models.DateTimeField(blank=True, null=True) - confirmation_token = models.CharField( - unique=True, max_length=255, blank=True, null=True - ) - confirmation_sent_at = models.DateTimeField(blank=True, null=True) - recovery_token = models.CharField( - unique=True, max_length=255, blank=True, null=True - ) - recovery_sent_at = models.DateTimeField(blank=True, null=True) - email_change_token_new = models.CharField( - unique=True, max_length=255, blank=True, null=True - ) - email_change = models.CharField(max_length=255, blank=True, null=True) - email_change_sent_at = models.DateTimeField(blank=True, null=True) - last_sign_in_at = models.DateTimeField(blank=True, null=True) - raw_app_meta_data = models.JSONField(blank=True, null=True) - raw_user_meta_data = models.JSONField(blank=True, null=True) - is_super_admin = models.BooleanField(blank=True, null=True) - created_at = models.DateTimeField(blank=True, null=True) - updated_at = models.DateTimeField(blank=True, null=True) - phone = models.TextField(unique=True, blank=True, null=True) - phone_confirmed_at = models.DateTimeField(blank=True, null=True) - phone_change = models.TextField(blank=True, null=True) - phone_change_token = models.CharField(max_length=255, blank=True, null=True) - phone_change_sent_at = models.DateTimeField(blank=True, null=True) - confirmed_at = models.DateTimeField(blank=True, null=True) - email_change_token_current = models.CharField( - unique=True, max_length=255, blank=True, null=True - ) - email_change_confirm_status = models.SmallIntegerField(blank=True, null=True) - banned_until = models.DateTimeField(blank=True, null=True) - reauthentication_token = models.CharField( - unique=True, max_length=255, blank=True, null=True - ) - reauthentication_sent_at = models.DateTimeField(blank=True, null=True) - is_sso_user = models.BooleanField( - db_comment="Auth: Set this column to true when the account comes from SSO. These accounts can have duplicate emails." - ) - deleted_at = models.DateTimeField(blank=True, null=True) - - class Meta: - managed = False - db_table = '"auth"."users"' - db_table_comment = "Auth: Stores user login data within a secure schema." - - -class UploadFileForm(models.Model): - instance_id = models.IntegerField(primary_key=True) - file = models.FileField() - - class Meta: - managed = True - db_table = "files" diff --git a/backend/api/routers.py b/backend/api/routers.py index 02643be..ce69e3b 100644 --- a/backend/api/routers.py +++ b/backend/api/routers.py @@ -7,5 +7,6 @@ router.register(r"api/skills", SkillsViewSet) router.register(r"api/invitations", InvitationsViewSet) router.register(r"api/associations", AssociationsViewSet) +router.register(r"api/candidates", CandidatesViewSet) router.register(r"api/photos", PhotoViewSet) router.register(r"api/files", FileViewSet) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 2391f77..6b1ed3d 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -24,6 +24,13 @@ class Meta: fields = ["name", "main_focus", "association_id"] +class CandidatesSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Candidates + fields = "__all__" + many = True + + class InvitationSerializer(serializers.HyperlinkedModelSerializer): association = AssociationsSerializer() diff --git a/backend/api/services.py b/backend/api/services.py index d9049d0..c4f2ba8 100644 --- a/backend/api/services.py +++ b/backend/api/services.py @@ -1,5 +1,6 @@ import requests, json, os from dotenv import load_dotenv +from django.http import Http404 load_dotenv() @@ -7,30 +8,17 @@ SUPABASE_PUBLIC_APIKEY = os.environ["SUPABAE_PUBLIC_APIKEY"] -def login_user(request: requests) -> dict: - reqUrl = SUPABASE_AUTH_URL + "token?grant_type=password" - - headersList = { - "apikey": SUPABASE_PUBLIC_APIKEY, - "Content-Type": "application/json", - } - - payload = json.dumps(request.data) - - response = requests.request( - "POST", reqUrl, data=payload, headers=headersList, verify=False - ) - - response = json.loads(response.text) - - if "refresh_token" in response.keys(): - del response["refresh_token"] - - return response +def login_signup_user(request: requests) -> dict: + request.path + request_url = SUPABASE_AUTH_URL -def signup_user(request: requests) -> dict: - reqUrl = SUPABASE_AUTH_URL + "signup" + if "login" in request.path: + request_url += "token?grant_type=password" + elif "signup" in request.path: + request_url += "signup" + else: + raise Http404 headersList = { "apikey": SUPABASE_PUBLIC_APIKEY, @@ -40,12 +28,12 @@ def signup_user(request: requests) -> dict: payload = json.dumps(request.data) response = requests.request( - "POST", reqUrl, data=payload, headers=headersList, verify=False + "POST", request_url, data=payload, headers=headersList, verify=False ) - response = json.loads(response.text) + payload = json.loads(response.text) - if "refresh_token" in response.keys(): - del response["refresh_token"] + if "refresh_token" in payload.keys(): + del payload["refresh_token"] - return response + return payload diff --git a/backend/api/views.py b/backend/api/views.py index 2df91f3..b4e8202 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -1,44 +1,52 @@ from rest_framework import viewsets, status from rest_framework.views import APIView from rest_framework.response import Response -from api.serializers import * -from .services import login_user, signup_user -from rest_framework import mixins +from api import serializers as model_serializers +from rest_framework import serializers +from api.services import login_signup_user +from django.db import models +from api.models import CandidatesDocuments class AuthUserViewSet(viewsets.ModelViewSet): - AuthUsers.objects.using("auth") - queryset = AuthUsers.objects.all() - serializer_class = AuthUserSerializer + model_serializers.AuthUsers.objects.using("auth") + queryset = model_serializers.AuthUsers.objects.all() + serializer_class = model_serializers.AuthUserSerializer class SkillsViewSet(viewsets.ModelViewSet): - queryset = Skills.objects.all() - serializer_class = SkillsSerializer + queryset = model_serializers.Skills.objects.all() + serializer_class = model_serializers.SkillsSerializer class AssociationsViewSet(viewsets.ModelViewSet): - queryset = Associations.objects.all() - serializer_class = AssociationsSerializer + queryset = model_serializers.Associations.objects.all() + serializer_class = model_serializers.AssociationsSerializer class InvitationsViewSet(viewsets.ModelViewSet): - queryset = Invitation.objects.all() - serializer_class = InvitationSerializer + queryset = model_serializers.Invitation.objects.all() + serializer_class = model_serializers.InvitationSerializer -class LoginView(APIView): +class LoginSignupView(APIView): def post(self, request): - response = login_user(request) + payload = login_signup_user(request) - return Response(response, status=status.HTTP_200_OK) + if "error" in payload.keys(): + if payload["error"] == "invalid_grant": + status_code = status.HTTP_401_UNAUTHORIZED + else: + status_code = status.HTTP_400_BAD_REQUEST + else: + status_code = status.HTTP_200_OK + return Response(payload, status=status_code) -class SignupView(APIView): - def post(self, request): - response = signup_user(request) - return Response(data=response, status=status.HTTP_200_OK) +class CandidatesViewSet(viewsets.ModelViewSet): + queryset = model_serializers.Candidates.objects.all() + serializer_class = model_serializers.CandidatesSerializer # Testing file upload @@ -60,19 +68,14 @@ class PhotoViewSet(viewsets.ModelViewSet): serializer_class = PhotoSerializer -class File(models.Model): - id = models.AutoField(primary_key=True) - file = models.FileField(upload_to="files") - - class FileSerializer(serializers.ModelSerializer): class Meta: - model = File - fields = "__all__" + model = CandidatesDocuments + fields = ["file_name", "file", "description", "candidate", "created_at"] class FileViewSet(viewsets.ModelViewSet): - queryset = File.objects.all() + queryset = CandidatesDocuments.objects.all() serializer_class = FileSerializer diff --git a/backend/manage.py b/backend/manage.py index 755a42a..09b9eea 100644 --- a/backend/manage.py +++ b/backend/manage.py @@ -6,7 +6,7 @@ def main(): """Run administrative tasks.""" - os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'shift_3_womenpp.settings') + os.environ.setdefault("DJANGO_SETTINGS_MODULE", "shift_3_womenpp.settings") try: from django.core.management import execute_from_command_line except ImportError as exc: @@ -18,5 +18,5 @@ def main(): execute_from_command_line(sys.argv) -if __name__ == '__main__': +if __name__ == "__main__": main() diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index cfefcf1..2e62c0e 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -189,3 +189,5 @@ ] STATIC_ROOT = path.join(BASE_DIR, "static/") + +# AUTH_USER_MODEL = "" diff --git a/backend/shift_3_womenpp/urls.py b/backend/shift_3_womenpp/urls.py index 7705a25..f86dfb8 100644 --- a/backend/shift_3_womenpp/urls.py +++ b/backend/shift_3_womenpp/urls.py @@ -13,8 +13,8 @@ path("", include(router.urls)), path("admin/", admin.site.urls), path("api-auth/", include("rest_framework.urls", namespace="rest_framework")), - path("api/login/", LoginView.as_view()), - path("api/signup/", SignupView.as_view()), + path("api/login/", LoginSignupView.as_view()), + path("api/signup/", LoginSignupView.as_view()), ] urlpatterns += staticfiles_urlpatterns() diff --git a/backend/shift_3_womenpp/wsgi.py b/backend/shift_3_womenpp/wsgi.py index b61b8db..6cae2ef 100644 --- a/backend/shift_3_womenpp/wsgi.py +++ b/backend/shift_3_womenpp/wsgi.py @@ -11,6 +11,6 @@ from django.core.wsgi import get_wsgi_application -os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'shift_3_womenpp.settings') +os.environ.setdefault("DJANGO_SETTINGS_MODULE", "shift_3_womenpp.settings") application = get_wsgi_application() From c48023208076d7c8f0c64192b2d1d8f5a8a9a949 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Mon, 9 Oct 2023 01:10:27 +0200 Subject: [PATCH 022/138] Added recover/logout enpoints. Added POST only pages to api root view --- backend/.env.template | 13 +++++--- backend/api/mixed_router.py | 27 +++++++++++++++ backend/api/model_serializers.py | 34 +++++++++++++++++++ backend/api/routers.py | 31 ++++++++++++++++-- backend/api/serializers.py | 2 +- backend/api/services.py | 49 ++++++++++++++++++++++------ backend/api/views.py | 36 +++++++++++--------- backend/docker_requirements.txt | Bin 1344 -> 1372 bytes backend/requirements.txt | Bin 1378 -> 1406 bytes backend/shift_3_womenpp/settings.py | 12 +++---- backend/shift_3_womenpp/urls.py | 6 ++-- 11 files changed, 166 insertions(+), 44 deletions(-) create mode 100644 backend/api/mixed_router.py create mode 100644 backend/api/model_serializers.py diff --git a/backend/.env.template b/backend/.env.template index 55b597a..9a14e97 100644 --- a/backend/.env.template +++ b/backend/.env.template @@ -3,12 +3,15 @@ POSTGRES_DB_NAME = POSTGRES_USER_NAME = POSTGRES_PASSWORD = POSTGRES_HOST = -POSTGRES_PORT = +POSTGRES_PORT = -# Supabase -SUPABAE_PUBLIC_APIKEY -SUPABASE_BASE_URL -SUPABASE_AUTH_URL +# Supabase - Used for authentication +SUPABAE_PUBLIC_APIKEY = +SUPABASE_BASE_URL = +SUPABASE_AUTH_URL = + +# JWT Secret key -> Supabse -> Project Settings -> API -> JWT Secret +JWT_SECRET_KEY = # GCloud GOOGLE_APPLICATION_CREDENTIALS = "secrets/enter-gcp-key.json" \ No newline at end of file diff --git a/backend/api/mixed_router.py b/backend/api/mixed_router.py new file mode 100644 index 0000000..0514b53 --- /dev/null +++ b/backend/api/mixed_router.py @@ -0,0 +1,27 @@ +from rest_framework import routers +from collections import OrderedDict + + +# Create a router subclassed from DefaultRouter and give it a list[dict] as input +class APIRouter(routers.DefaultRouter): + """ + Customized Default Router to include non-viewset views on root page + """ + + singleViews: list + + def __init__(self, singleViews: list, *args, **kwargs): + self.singleViews = singleViews + super().__init__(*args, **kwargs) + + def get_api_root_view(self, api_urls=None): + """ + Return a basic root view. + """ + api_root_dict = OrderedDict() + list_name = self.routes[0].name + for prefix, viewset, basename in self.registry: + api_root_dict[prefix] = list_name.format(basename=basename) + for singleView in self.singleViews: + api_root_dict[singleView["route"]] = singleView["name"] + return self.APIRootView.as_view(api_root_dict=api_root_dict) diff --git a/backend/api/model_serializers.py b/backend/api/model_serializers.py new file mode 100644 index 0000000..edcdf46 --- /dev/null +++ b/backend/api/model_serializers.py @@ -0,0 +1,34 @@ +from api.association_models import * +from api.companies_models import * +from api.models import * +from django.contrib.auth.models import User +from rest_framework import serializers + + +# Serializers define the API representation. +class AuthUserSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = AuthUsers + fields = ["id", "email"] + many = True + + +class SkillsSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Skills + fields = ["skill_name"] + many = True + + +class AssociationsSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Associations + fields = ["name", "main_focus", "association_id"] + + +class InvitationSerializer(serializers.HyperlinkedModelSerializer): + association = AssociationsSerializer() + + class Meta: + model = Invitation + fields = "__all__" diff --git a/backend/api/routers.py b/backend/api/routers.py index ce69e3b..be6d81d 100644 --- a/backend/api/routers.py +++ b/backend/api/routers.py @@ -1,12 +1,37 @@ -from rest_framework import routers +from api.mixed_router import APIRouter from django.urls import path from api.views import * -router = routers.DefaultRouter() +# Define list - replace my_api_view with any view class that subclasses DRF's APIView (including Login, Logout views e.g. django-rest-knox) +singleViews = [ + { + "route": "api/login/", + "view": LoginView.as_view(), + "name": "login", + }, + { + "route": "api/signup/", + "view": SignupView.as_view(), + "name": "logout", + }, + { + "route": "api/recover/", + "view": RecoverView.as_view(), + "name": "recover", + }, + { + "route": "api/logout/", + "view": LogoutView.as_view(), + "name": "recover", + }, +] + +# Normal router setup, including list and registering ViewSets +router = APIRouter(singleViews=singleViews) + router.register(r"api/auth_users", AuthUserViewSet) router.register(r"api/skills", SkillsViewSet) router.register(r"api/invitations", InvitationsViewSet) router.register(r"api/associations", AssociationsViewSet) router.register(r"api/candidates", CandidatesViewSet) -router.register(r"api/photos", PhotoViewSet) router.register(r"api/files", FileViewSet) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 6b1ed3d..9c16227 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -14,7 +14,7 @@ class Meta: class SkillsSerializer(serializers.HyperlinkedModelSerializer): class Meta: model = Skills - fields = ["skill_name"] + fields = "__all__" many = True diff --git a/backend/api/services.py b/backend/api/services.py index c4f2ba8..c1a5418 100644 --- a/backend/api/services.py +++ b/backend/api/services.py @@ -1,22 +1,25 @@ import requests, json, os from dotenv import load_dotenv from django.http import Http404 +from rest_framework import status +import jwt load_dotenv() SUPABASE_AUTH_URL = os.environ["SUPABASE_AUTH_URL"] SUPABASE_PUBLIC_APIKEY = os.environ["SUPABAE_PUBLIC_APIKEY"] +JWT_SECRET_KEY = os.environ["JWT_SECRET_KEY"] -def login_signup_user(request: requests) -> dict: - request.path - +def gotrue_auth_request(request: requests) -> dict: request_url = SUPABASE_AUTH_URL - if "login" in request.path: + endpoint = request.path.split("/")[-2] + + if endpoint == "login": request_url += "token?grant_type=password" - elif "signup" in request.path: - request_url += "signup" + elif endpoint in ["signup", "recover", "logout"]: + request_url += endpoint else: raise Http404 @@ -25,15 +28,41 @@ def login_signup_user(request: requests) -> dict: "Content-Type": "application/json", } + if "Authorization" in request.headers.keys(): + headersList["Authorization"] = request.headers["Authorization"] + payload = json.dumps(request.data) response = requests.request( "POST", request_url, data=payload, headers=headersList, verify=False ) - payload = json.loads(response.text) + if response.text != "": + response_payload = json.loads(response.text) + + if "refresh_token" in response_payload.keys(): + del response_payload["refresh_token"] + else: + response_payload = "" + + status_code = response.status_code + + return response_payload, status_code + + +class RefreshTokenMiddleware: + def __init__(self, get_response): + self.get_response = get_response + # One-time configuration and initialization. + + def __call__(self, request): + # print(request.headers.keys()) + # Code to be executed for each request before + # the view (and later middleware) are called. + + response = self.get_response(request) - if "refresh_token" in payload.keys(): - del payload["refresh_token"] + # Code to be executed for each request/response after + # the view is called. - return payload + return response diff --git a/backend/api/views.py b/backend/api/views.py index b4e8202..ba3fcda 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -1,9 +1,9 @@ -from rest_framework import viewsets, status +from rest_framework import viewsets from rest_framework.views import APIView from rest_framework.response import Response from api import serializers as model_serializers from rest_framework import serializers -from api.services import login_signup_user +from api.services import gotrue_auth_request from django.db import models from api.models import CandidatesDocuments @@ -29,18 +29,27 @@ class InvitationsViewSet(viewsets.ModelViewSet): serializer_class = model_serializers.InvitationSerializer -class LoginSignupView(APIView): +class LoginView(APIView): def post(self, request): - payload = login_signup_user(request) + payload, status_code = gotrue_auth_request(request) + return Response(payload, status=status_code) + + +class LogoutView(APIView): + def post(self, request): + payload, status_code = gotrue_auth_request(request) + return Response(payload, status=status_code) + + +class SignupView(APIView): + def post(self, request): + payload, status_code = gotrue_auth_request(request) + return Response(payload, status=status_code) - if "error" in payload.keys(): - if payload["error"] == "invalid_grant": - status_code = status.HTTP_401_UNAUTHORIZED - else: - status_code = status.HTTP_400_BAD_REQUEST - else: - status_code = status.HTTP_200_OK +class RecoverView(APIView): + def post(self, request): + payload, status_code = gotrue_auth_request(request) return Response(payload, status=status_code) @@ -77,8 +86,3 @@ class Meta: class FileViewSet(viewsets.ModelViewSet): queryset = CandidatesDocuments.objects.all() serializer_class = FileSerializer - - -""" -class CourseListApi(Authentication, APIView) -""" diff --git a/backend/docker_requirements.txt b/backend/docker_requirements.txt index 7653a609133a7fed090d474ffa2af5747b4498ff..422d93acd722c6390b61ade63a4e4e4b5e8bba8e 100644 GIT binary patch delta 36 ocmX@Wb%$$%1FH-#0~bR8LnVV3LpVbSgDnsmG3YT^0I>lB0FD3#2LJ#7 delta 7 Ocmcb^b%1Mw11kUw!~&)O diff --git a/backend/requirements.txt b/backend/requirements.txt index e630498b3b976bbcdcd8a4d7a430ab122419eca3..d54049a37fefd59389624701d83c305e5c3f32f6 100644 GIT binary patch delta 36 ocmaFF^^a>q5~~a^0~bR8LnVV3LpVbSgDnsmG3YT^0I>lB0GnzCZ2$lO delta 7 Ocmeyz^@wXj5-R`>paTp5 diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index 2e62c0e..c243461 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -12,9 +12,10 @@ from pathlib import Path from os import getenv, path -from dotenv import load_dotenv +from dotenv import find_dotenv, load_dotenv -load_dotenv() +ENV_FILE = find_dotenv(raise_error_if_not_found=True) +load_dotenv(ENV_FILE) # Build paths inside the project like this: BASE_DIR / 'subdir'. BASE_DIR = Path(__file__).resolve().parent.parent @@ -55,11 +56,8 @@ "django.contrib.auth.middleware.AuthenticationMiddleware", "django.contrib.messages.middleware.MessageMiddleware", "django.middleware.clickjacking.XFrameOptionsMiddleware", - # Cors middleware - "django.middleware.common.CommonMiddleware", - "django.middleware.csrf.CsrfViewMiddleware", "corsheaders.middleware.CorsMiddleware", - # End cors middleware + "api.services.RefreshTokenMiddleware", ] ROOT_URLCONF = "shift_3_womenpp.urls" @@ -190,4 +188,4 @@ STATIC_ROOT = path.join(BASE_DIR, "static/") -# AUTH_USER_MODEL = "" +SECURE_PROXY_SSL_HEADER = ("HTTP_X_FORWARDED_PROTO", "https") diff --git a/backend/shift_3_womenpp/urls.py b/backend/shift_3_womenpp/urls.py index f86dfb8..7ec8a83 100644 --- a/backend/shift_3_womenpp/urls.py +++ b/backend/shift_3_womenpp/urls.py @@ -13,8 +13,10 @@ path("", include(router.urls)), path("admin/", admin.site.urls), path("api-auth/", include("rest_framework.urls", namespace="rest_framework")), - path("api/login/", LoginSignupView.as_view()), - path("api/signup/", LoginSignupView.as_view()), ] urlpatterns += staticfiles_urlpatterns() + +urlpatterns.extend( + [path(route=i["route"], view=i["view"], name=i["name"]) for i in singleViews] +) From 65914dab609f5610b33b0c4b754070c1ac785ad8 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Mon, 9 Oct 2023 18:09:18 +0200 Subject: [PATCH 023/138] Added invite endpoint --- backend/api/auth_models.py | 11 +++++++ backend/api/routers.py | 9 ++++-- backend/api/services.py | 66 +++++++++++++++++++++++++++++++++++--- backend/api/views.py | 13 ++++++++ 4 files changed, 93 insertions(+), 6 deletions(-) diff --git a/backend/api/auth_models.py b/backend/api/auth_models.py index 041622c..152274e 100644 --- a/backend/api/auth_models.py +++ b/backend/api/auth_models.py @@ -60,3 +60,14 @@ class Meta: managed = False db_table = '"auth"."users"' db_table_comment = "Auth: Stores user login data within a secure schema." + + +class ResfreshToken(models.Model): + id = models.IntegerField(primary_key=True) + token = models.CharField(max_length=255) + session_id = models.UUIDField() + + class Meta: + managed = False + db_table = '"auth"."refresh_token"' + db_table_comment = "Auth: Stores users refresh tokens." diff --git a/backend/api/routers.py b/backend/api/routers.py index be6d81d..f0daeed 100644 --- a/backend/api/routers.py +++ b/backend/api/routers.py @@ -12,7 +12,7 @@ { "route": "api/signup/", "view": SignupView.as_view(), - "name": "logout", + "name": "signup", }, { "route": "api/recover/", @@ -22,7 +22,12 @@ { "route": "api/logout/", "view": LogoutView.as_view(), - "name": "recover", + "name": "logout", + }, + { + "route": "api/invite/", + "view": InviteView.as_view(), + "name": "invite", }, ] diff --git a/backend/api/services.py b/backend/api/services.py index c1a5418..1df8f52 100644 --- a/backend/api/services.py +++ b/backend/api/services.py @@ -3,6 +3,7 @@ from django.http import Http404 from rest_framework import status import jwt +from api.auth_models import ResfreshToken load_dotenv() @@ -18,7 +19,7 @@ def gotrue_auth_request(request: requests) -> dict: if endpoint == "login": request_url += "token?grant_type=password" - elif endpoint in ["signup", "recover", "logout"]: + elif endpoint in ["signup", "recover", "logout", "invite"]: request_url += endpoint else: raise Http404 @@ -43,26 +44,83 @@ def gotrue_auth_request(request: requests) -> dict: if "refresh_token" in response_payload.keys(): del response_payload["refresh_token"] else: - response_payload = "" + response_payload = {} status_code = response.status_code return response_payload, status_code +def decode_access_token(token: str) -> json: + token = token.split("bearer ")[-1] + + try: + decoded_jwt = jwt.decode( + token, + JWT_SECRET_KEY, + algorithms=["HS256"], + audience=["authenticated", "service_role"], + ) + except jwt.exceptions.ExpiredSignatureError as err: + token = refresh_expired_token(token) + except Exception as error: + return error + + +# Return JSON decoded token + + class RefreshTokenMiddleware: def __init__(self, get_response): self.get_response = get_response # One-time configuration and initialization. def __call__(self, request): - # print(request.headers.keys()) # Code to be executed for each request before - # the view (and later middleware) are called. + # # the view (and later middleware) are called. + + if "Authorization" in request.headers: + decoded_token = decode_access_token(request.headers["Authorization"]) + else: + print("No access token") response = self.get_response(request) + # response["role"] = role + # Code to be executed for each request/response after # the view is called. return response + + +def refresh_expired_token(token: str) -> json: + """Refreshes the access token if it has expired + + Should only be called if the token signature is already verified. + + Args: + token (str): the expired and but valid JWT token + """ + decoded_jwt = jwt.decode( + token, + algorithms=["HS256"], + verify_signature=False, + ) + + access_token = decoded_jwt.session_id + try: + refresh_token = ResfreshToken.objects.get( + session_id=decode_access_token.session_id + ).refresh_token + + except ResfreshToken.DoesNotExist: + refresh_token = { + "error_description": "Token does not have a valid refresh token.", + "status_code": status.HTTP_401_UNAUTHORIZED, + } + + # If suceeded, return json with new token and info + + # If failerd, return JSON with failed message + pass diff --git a/backend/api/views.py b/backend/api/views.py index ba3fcda..ecde8f9 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -6,6 +6,7 @@ from api.services import gotrue_auth_request from django.db import models from api.models import CandidatesDocuments +from api.auth_models import ResfreshToken class AuthUserViewSet(viewsets.ModelViewSet): @@ -53,6 +54,12 @@ def post(self, request): return Response(payload, status=status_code) +class InviteView(APIView): + def post(self, request): + payload, status_code = gotrue_auth_request(request) + return Response(payload, status=status_code) + + class CandidatesViewSet(viewsets.ModelViewSet): queryset = model_serializers.Candidates.objects.all() serializer_class = model_serializers.CandidatesSerializer @@ -83,6 +90,12 @@ class Meta: fields = ["file_name", "file", "description", "candidate", "created_at"] +class RefreshTokenSerializer(serializers.ModelSerializer): + class Meta: + model = ResfreshToken + fields = "__all__" + + class FileViewSet(viewsets.ModelViewSet): queryset = CandidatesDocuments.objects.all() serializer_class = FileSerializer From 5846df75622d26b4a52026c2903d30d96da360f8 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Tue, 10 Oct 2023 00:00:59 +0200 Subject: [PATCH 024/138] Users can only be signed up with a valid token and email --- backend/api/services.py | 53 ++++++++++++++++++++++++++++++++++------- 1 file changed, 45 insertions(+), 8 deletions(-) diff --git a/backend/api/services.py b/backend/api/services.py index 1df8f52..c36ca45 100644 --- a/backend/api/services.py +++ b/backend/api/services.py @@ -3,7 +3,7 @@ from django.http import Http404 from rest_framework import status import jwt -from api.auth_models import ResfreshToken +from api.auth_models import ResfreshToken, AuthUsers load_dotenv() @@ -19,23 +19,37 @@ def gotrue_auth_request(request: requests) -> dict: if endpoint == "login": request_url += "token?grant_type=password" - elif endpoint in ["signup", "recover", "logout", "invite"]: + elif endpoint in ["verify", "recover", "logout", "signup"]: request_url += endpoint else: raise Http404 - headersList = { + # Common for all Requests + payload = request.data + + headers_list = { "apikey": SUPABASE_PUBLIC_APIKEY, "Content-Type": "application/json", } if "Authorization" in request.headers.keys(): - headersList["Authorization"] = request.headers["Authorization"] + headers_list["Authorization"] = request.headers["Authorization"] + + # Handle vrify (signup) requests + if endpoint == "signup": + response_verification = handle_signup_endpoint(request, payload) - payload = json.dumps(request.data) + if "error" in response_verification: + return response_verification, status.HTTP_401_UNAUTHORIZED + # Send request response = requests.request( - "POST", request_url, data=payload, headers=headersList, verify=False + "POST", + request_url, + data=json.dumps(payload), + headers=headers_list, + # ToDo implement true certificate + verify=False, ) if response.text != "": @@ -46,9 +60,32 @@ def gotrue_auth_request(request: requests) -> dict: else: response_payload = {} - status_code = response.status_code + return response_payload, response.status_code + + +def handle_signup_endpoint(request: requests, payload: json) -> json: + if "token" in payload.keys(): + try: + UserSigningUp = AuthUsers.objects.get(confirmation_token=payload["token"]) + except AuthUsers.DoesNotExist: + return { + "error": "invalid_token", + "error_detail": "Can't signup, the provided token is not associated with any account.", + } - return response_payload, status_code + if UserSigningUp.email != payload["email"]: + return { + "error": "invalid_token", + "error_detail": "Can't signup, the provided email does not match the email associated with this token.", + } + + # If sucessful + return {"token": UserSigningUp.confirmation_token} + else: + return { + "error": "invalid_token", + "error_detail": "Can't signup, no token present in body", + } def decode_access_token(token: str) -> json: From 067f58a73ec37a984f827d9b1f4638692b7bd22d Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Tue, 10 Oct 2023 12:31:18 +0200 Subject: [PATCH 025/138] Added DRF-Swagger @Endpoint /api/docs/ --- backend/.env.template | 6 +- backend/api/auth_models.py | 18 +- backend/api/middleware.py | 110 +++ backend/api/routers.py | 3 +- backend/api/serializers.py | 3 +- backend/api/services.py | 124 +-- backend/api/views.py | 14 +- backend/docker_requirements.txt | Bin 1372 -> 1422 bytes backend/requirements.txt | Bin 1406 -> 1456 bytes backend/schema.yml | 1389 +++++++++++++++++++++++++++ backend/shift_3_womenpp/settings.py | 26 +- backend/shift_3_womenpp/urls.py | 3 + 12 files changed, 1586 insertions(+), 110 deletions(-) create mode 100644 backend/api/middleware.py create mode 100644 backend/schema.yml diff --git a/backend/.env.template b/backend/.env.template index 9a14e97..c5ab2b9 100644 --- a/backend/.env.template +++ b/backend/.env.template @@ -14,4 +14,8 @@ SUPABASE_AUTH_URL = JWT_SECRET_KEY = # GCloud -GOOGLE_APPLICATION_CREDENTIALS = "secrets/enter-gcp-key.json" \ No newline at end of file +GOOGLE_APPLICATION_CREDENTIALS = "secrets/enter-gcp-key.json" + +# Python configs +#https://docs.python.org/3/library/logging.html#logging-levels +LOGGING_LEVEL = # use numeric value from table in the link above \ No newline at end of file diff --git a/backend/api/auth_models.py b/backend/api/auth_models.py index 152274e..eee61ea 100644 --- a/backend/api/auth_models.py +++ b/backend/api/auth_models.py @@ -62,12 +62,20 @@ class Meta: db_table_comment = "Auth: Stores user login data within a secure schema." -class ResfreshToken(models.Model): - id = models.IntegerField(primary_key=True) - token = models.CharField(max_length=255) +class RefreshTokens(models.Model): + instance_id = models.UUIDField(blank=True, null=True) + id = models.BigAutoField(primary_key=True) + token = models.CharField(unique=True, max_length=255, blank=True, null=True) + user_id = models.CharField(max_length=255, blank=True, null=True) + revoked = models.BooleanField(blank=True, null=True) + created_at = models.DateTimeField(blank=True, null=True) + updated_at = models.DateTimeField(blank=True, null=True) + parent = models.CharField(max_length=255, blank=True, null=True) session_id = models.UUIDField() class Meta: managed = False - db_table = '"auth"."refresh_token"' - db_table_comment = "Auth: Stores users refresh tokens." + db_table = '"auth"."refresh_tokens"' + db_table_comment = ( + "Auth: Store of tokens used to refresh JWT tokens once they expire." + ) diff --git a/backend/api/middleware.py b/backend/api/middleware.py new file mode 100644 index 0000000..45ae600 --- /dev/null +++ b/backend/api/middleware.py @@ -0,0 +1,110 @@ +import json +import os +import logging + +import jwt +import requests +from dotenv import load_dotenv + +from api.auth_models import RefreshTokens +from api.services import gotrue_auth_request +from rest_framework import status + +load_dotenv() + +JWT_SECRET_KEY = os.environ["JWT_SECRET_KEY"] + +logging.basicConfig( + level=int(os.environ["LOGGING_LEVEL"]), filename="logs/middleware.log" +) + + +class RefreshTokenMiddleware: + def __init__(self, get_response): + self.get_response = get_response + # One-time configuration and initialization. + print( + "Setting up", + ) + + def __call__(self, request): + # Code to be executed for each request before + # # the view (and later middleware) are called. + logging.debug("Runnning middleware") + if "Authorization" in request.headers: + print( + "Attempt to decode", + ) + decoded_token = decode_access_token(request.headers["Authorization"]) + print("Middleware token before req2:", decoded_token) + else: + print("No access token") + + response = self.get_response(request) + + # response["role"] = role + + # Code to be executed for each request/response after + # the view is called. + + return response + + +def decode_access_token(token: str) -> json: + if token[0:6] in ["Bearer", "bearer"]: + token = token[7:] + + try: + decoded_jwt = jwt.decode( + token, + JWT_SECRET_KEY, + algorithms=["HS256"], + audience=["authenticated", "service_role"], + ) + except jwt.exceptions.ExpiredSignatureError as err: + # If jwt.decode reaches ExpiredSignatureError means the signature is valid but has expired + return refresh_expired_token(token) + except Exception as error: + return error + + return decoded_jwt + + +def refresh_expired_token(token: str) -> json: + """Refreshes the access token if it has expired + + Should only be called if the token signature is already verified. + + Args: + token (str): the expired and but valid JWT token + """ + print("Decoding token") + decoded_jwt = jwt.decode( + token, algorithms=["HS256"], options={"verify_signature": False} + ) + + access_token = decoded_jwt["session_id"] + try: + refresh_token = RefreshTokens.objects.get(session_id=access_token).token + print("refresh token", refresh_token) + + except RefreshTokens.DoesNotExist: + refresh_token = { + "error": "Not authorized", + "error_description": "Bearer token does not have a valid refresh token.", + "status_code": status.HTTP_401_UNAUTHORIZED, + } + + try: + request_new_token = requests.Request( + "POST", + "https://127.0.0.1/api/login/", + params={"data": {"refresh_token": refresh_token}}, + ).prepare() + + new_token = gotrue_auth_request(request_new_token) + except Exception as e: + return {"error": "Failed refresh token request", "error_detail": e} + + print("got new token", new_token) + return new_token diff --git a/backend/api/routers.py b/backend/api/routers.py index f0daeed..7129361 100644 --- a/backend/api/routers.py +++ b/backend/api/routers.py @@ -1,5 +1,6 @@ -from api.mixed_router import APIRouter from django.urls import path + +from api.mixed_router import APIRouter from api.views import * # Define list - replace my_api_view with any view class that subclasses DRF's APIView (including Login, Logout views e.g. django-rest-knox) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 9c16227..5f08ed3 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -1,5 +1,6 @@ -from api.models import * from django.contrib.auth.models import User + +from api.models import * from rest_framework import serializers diff --git a/backend/api/services.py b/backend/api/services.py index c36ca45..8eeb91e 100644 --- a/backend/api/services.py +++ b/backend/api/services.py @@ -1,12 +1,20 @@ -import requests, json, os -from dotenv import load_dotenv +import json +import logging +import os + +import requests from django.http import Http404 +from dotenv import load_dotenv + +from api.auth_models import AuthUsers from rest_framework import status -import jwt -from api.auth_models import ResfreshToken, AuthUsers load_dotenv() +logging.basicConfig( + level=int(os.environ["LOGGING_LEVEL"]), filename="logs/services.log" +) + SUPABASE_AUTH_URL = os.environ["SUPABASE_AUTH_URL"] SUPABASE_PUBLIC_APIKEY = os.environ["SUPABAE_PUBLIC_APIKEY"] JWT_SECRET_KEY = os.environ["JWT_SECRET_KEY"] @@ -15,16 +23,8 @@ def gotrue_auth_request(request: requests) -> dict: request_url = SUPABASE_AUTH_URL - endpoint = request.path.split("/")[-2] - - if endpoint == "login": - request_url += "token?grant_type=password" - elif endpoint in ["verify", "recover", "logout", "signup"]: - request_url += endpoint - else: - raise Http404 - # Common for all Requests + logging.debug("request at gotrue", request) payload = request.data headers_list = { @@ -35,9 +35,26 @@ def gotrue_auth_request(request: requests) -> dict: if "Authorization" in request.headers.keys(): headers_list["Authorization"] = request.headers["Authorization"] - # Handle vrify (signup) requests + endpoint = request.path.split("/")[-2] + + # Verify typpe of request + if endpoint == "login": + if "password" in payload.keys(): + request_url += "token?grant_type=password" + elif "refresh_token" in payload.keys(): + request_url += "token?grant_type=refresh_token" + else: + return {"error": "Invalid login details"}, status.HTTP_400_BAD_REQUEST + + elif endpoint in ["verify", "recover", "logout", "signup"]: + request_url += endpoint + + else: + raise Http404 + + # Validate the signup request if endpoint == "signup": - response_verification = handle_signup_endpoint(request, payload) + response_verification = validate_signup(request, payload) if "error" in response_verification: return response_verification, status.HTTP_401_UNAUTHORIZED @@ -63,7 +80,7 @@ def gotrue_auth_request(request: requests) -> dict: return response_payload, response.status_code -def handle_signup_endpoint(request: requests, payload: json) -> json: +def validate_signup(request: requests, payload: json) -> json: if "token" in payload.keys(): try: UserSigningUp = AuthUsers.objects.get(confirmation_token=payload["token"]) @@ -86,78 +103,3 @@ def handle_signup_endpoint(request: requests, payload: json) -> json: "error": "invalid_token", "error_detail": "Can't signup, no token present in body", } - - -def decode_access_token(token: str) -> json: - token = token.split("bearer ")[-1] - - try: - decoded_jwt = jwt.decode( - token, - JWT_SECRET_KEY, - algorithms=["HS256"], - audience=["authenticated", "service_role"], - ) - except jwt.exceptions.ExpiredSignatureError as err: - token = refresh_expired_token(token) - except Exception as error: - return error - - -# Return JSON decoded token - - -class RefreshTokenMiddleware: - def __init__(self, get_response): - self.get_response = get_response - # One-time configuration and initialization. - - def __call__(self, request): - # Code to be executed for each request before - # # the view (and later middleware) are called. - - if "Authorization" in request.headers: - decoded_token = decode_access_token(request.headers["Authorization"]) - else: - print("No access token") - - response = self.get_response(request) - - # response["role"] = role - - # Code to be executed for each request/response after - # the view is called. - - return response - - -def refresh_expired_token(token: str) -> json: - """Refreshes the access token if it has expired - - Should only be called if the token signature is already verified. - - Args: - token (str): the expired and but valid JWT token - """ - decoded_jwt = jwt.decode( - token, - algorithms=["HS256"], - verify_signature=False, - ) - - access_token = decoded_jwt.session_id - try: - refresh_token = ResfreshToken.objects.get( - session_id=decode_access_token.session_id - ).refresh_token - - except ResfreshToken.DoesNotExist: - refresh_token = { - "error_description": "Token does not have a valid refresh token.", - "status_code": status.HTTP_401_UNAUTHORIZED, - } - - # If suceeded, return json with new token and info - - # If failerd, return JSON with failed message - pass diff --git a/backend/api/views.py b/backend/api/views.py index ecde8f9..605779f 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -1,12 +1,12 @@ -from rest_framework import viewsets -from rest_framework.views import APIView +from django.db import models from rest_framework.response import Response +from rest_framework.views import APIView + from api import serializers as model_serializers -from rest_framework import serializers -from api.services import gotrue_auth_request -from django.db import models +from api.auth_models import RefreshTokens from api.models import CandidatesDocuments -from api.auth_models import ResfreshToken +from api.services import gotrue_auth_request +from rest_framework import serializers, viewsets class AuthUserViewSet(viewsets.ModelViewSet): @@ -92,7 +92,7 @@ class Meta: class RefreshTokenSerializer(serializers.ModelSerializer): class Meta: - model = ResfreshToken + model = RefreshTokens fields = "__all__" diff --git a/backend/docker_requirements.txt b/backend/docker_requirements.txt index 422d93acd722c6390b61ade63a4e4e4b5e8bba8e..ac382b399e86933aa9faaee2388c47c6bb8ae4ff 100644 GIT binary patch delta 58 zcmcb^)yKUdhSi9dfr}x9p@<=kL6@PJp@1QkA(^3sArVNHGUNd1A_iL^G+@wUFk&zR HlBNs*YKjVd delta 7 OcmeC9jg&90~bRILlHw7gDyicLjgl7Lo!1NLn4qYWyk^2MGUq;XuzPyV8mbs HBuyCrfVc|d delta 7 OcmdnM{f}!y9V-A0NCNi& diff --git a/backend/schema.yml b/backend/schema.yml new file mode 100644 index 0000000..6e957cf --- /dev/null +++ b/backend/schema.yml @@ -0,0 +1,1389 @@ +openapi: 3.0.3 +info: + title: Shift Enter API + version: '0.12' + description: Welcome to shift enter! +paths: + /api/associations/: + get: + operationId: api_associations_list + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + type: array + items: + $ref: '#/components/schemas/Associations' + description: '' + post: + operationId: api_associations_create + tags: + - api + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/Associations' + application/x-www-form-urlencoded: + schema: + $ref: '#/components/schemas/Associations' + multipart/form-data: + schema: + $ref: '#/components/schemas/Associations' + required: true + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '201': + content: + application/json: + schema: + $ref: '#/components/schemas/Associations' + description: '' + /api/associations/{association_id}/: + get: + operationId: api_associations_retrieve + parameters: + - in: path + name: association_id + schema: + type: integer + description: A unique integer value identifying this associations. + required: true + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + $ref: '#/components/schemas/Associations' + description: '' + put: + operationId: api_associations_update + parameters: + - in: path + name: association_id + schema: + type: integer + description: A unique integer value identifying this associations. + required: true + tags: + - api + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/Associations' + application/x-www-form-urlencoded: + schema: + $ref: '#/components/schemas/Associations' + multipart/form-data: + schema: + $ref: '#/components/schemas/Associations' + required: true + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + $ref: '#/components/schemas/Associations' + description: '' + patch: + operationId: api_associations_partial_update + parameters: + - in: path + name: association_id + schema: + type: integer + description: A unique integer value identifying this associations. + required: true + tags: + - api + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/PatchedAssociations' + application/x-www-form-urlencoded: + schema: + $ref: '#/components/schemas/PatchedAssociations' + multipart/form-data: + schema: + $ref: '#/components/schemas/PatchedAssociations' + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + $ref: '#/components/schemas/Associations' + description: '' + delete: + operationId: api_associations_destroy + parameters: + - in: path + name: association_id + schema: + type: integer + description: A unique integer value identifying this associations. + required: true + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '204': + description: No response body + /api/auth_users/: + get: + operationId: api_auth_users_list + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + type: array + items: + $ref: '#/components/schemas/AuthUser' + description: '' + post: + operationId: api_auth_users_create + tags: + - api + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/AuthUser' + application/x-www-form-urlencoded: + schema: + $ref: '#/components/schemas/AuthUser' + multipart/form-data: + schema: + $ref: '#/components/schemas/AuthUser' + required: true + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '201': + content: + application/json: + schema: + $ref: '#/components/schemas/AuthUser' + description: '' + /api/auth_users/{id}/: + get: + operationId: api_auth_users_retrieve + parameters: + - in: path + name: id + schema: + type: string + format: uuid + description: A UUID string identifying this auth users. + required: true + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + $ref: '#/components/schemas/AuthUser' + description: '' + put: + operationId: api_auth_users_update + parameters: + - in: path + name: id + schema: + type: string + format: uuid + description: A UUID string identifying this auth users. + required: true + tags: + - api + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/AuthUser' + application/x-www-form-urlencoded: + schema: + $ref: '#/components/schemas/AuthUser' + multipart/form-data: + schema: + $ref: '#/components/schemas/AuthUser' + required: true + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + $ref: '#/components/schemas/AuthUser' + description: '' + patch: + operationId: api_auth_users_partial_update + parameters: + - in: path + name: id + schema: + type: string + format: uuid + description: A UUID string identifying this auth users. + required: true + tags: + - api + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/PatchedAuthUser' + application/x-www-form-urlencoded: + schema: + $ref: '#/components/schemas/PatchedAuthUser' + multipart/form-data: + schema: + $ref: '#/components/schemas/PatchedAuthUser' + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + $ref: '#/components/schemas/AuthUser' + description: '' + delete: + operationId: api_auth_users_destroy + parameters: + - in: path + name: id + schema: + type: string + format: uuid + description: A UUID string identifying this auth users. + required: true + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '204': + description: No response body + /api/candidates/: + get: + operationId: api_candidates_list + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + type: array + items: + $ref: '#/components/schemas/Candidates' + description: '' + post: + operationId: api_candidates_create + tags: + - api + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/Candidates' + application/x-www-form-urlencoded: + schema: + $ref: '#/components/schemas/Candidates' + multipart/form-data: + schema: + $ref: '#/components/schemas/Candidates' + required: true + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '201': + content: + application/json: + schema: + $ref: '#/components/schemas/Candidates' + description: '' + /api/candidates/{candidate_id}/: + get: + operationId: api_candidates_retrieve + parameters: + - in: path + name: candidate_id + schema: + type: integer + description: A unique integer value identifying this candidates. + required: true + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + $ref: '#/components/schemas/Candidates' + description: '' + put: + operationId: api_candidates_update + parameters: + - in: path + name: candidate_id + schema: + type: integer + description: A unique integer value identifying this candidates. + required: true + tags: + - api + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/Candidates' + application/x-www-form-urlencoded: + schema: + $ref: '#/components/schemas/Candidates' + multipart/form-data: + schema: + $ref: '#/components/schemas/Candidates' + required: true + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + $ref: '#/components/schemas/Candidates' + description: '' + patch: + operationId: api_candidates_partial_update + parameters: + - in: path + name: candidate_id + schema: + type: integer + description: A unique integer value identifying this candidates. + required: true + tags: + - api + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/PatchedCandidates' + application/x-www-form-urlencoded: + schema: + $ref: '#/components/schemas/PatchedCandidates' + multipart/form-data: + schema: + $ref: '#/components/schemas/PatchedCandidates' + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + $ref: '#/components/schemas/Candidates' + description: '' + delete: + operationId: api_candidates_destroy + parameters: + - in: path + name: candidate_id + schema: + type: integer + description: A unique integer value identifying this candidates. + required: true + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '204': + description: No response body + /api/files/: + get: + operationId: api_files_list + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + type: array + items: + $ref: '#/components/schemas/File' + description: '' + post: + operationId: api_files_create + tags: + - api + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/File' + application/x-www-form-urlencoded: + schema: + $ref: '#/components/schemas/File' + multipart/form-data: + schema: + $ref: '#/components/schemas/File' + required: true + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '201': + content: + application/json: + schema: + $ref: '#/components/schemas/File' + description: '' + /api/files/{file_id}/: + get: + operationId: api_files_retrieve + parameters: + - in: path + name: file_id + schema: + type: integer + description: A unique integer value identifying this candidates documents. + required: true + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + $ref: '#/components/schemas/File' + description: '' + put: + operationId: api_files_update + parameters: + - in: path + name: file_id + schema: + type: integer + description: A unique integer value identifying this candidates documents. + required: true + tags: + - api + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/File' + application/x-www-form-urlencoded: + schema: + $ref: '#/components/schemas/File' + multipart/form-data: + schema: + $ref: '#/components/schemas/File' + required: true + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + $ref: '#/components/schemas/File' + description: '' + patch: + operationId: api_files_partial_update + parameters: + - in: path + name: file_id + schema: + type: integer + description: A unique integer value identifying this candidates documents. + required: true + tags: + - api + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/PatchedFile' + application/x-www-form-urlencoded: + schema: + $ref: '#/components/schemas/PatchedFile' + multipart/form-data: + schema: + $ref: '#/components/schemas/PatchedFile' + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + $ref: '#/components/schemas/File' + description: '' + delete: + operationId: api_files_destroy + parameters: + - in: path + name: file_id + schema: + type: integer + description: A unique integer value identifying this candidates documents. + required: true + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '204': + description: No response body + /api/invitations/: + get: + operationId: api_invitations_list + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + type: array + items: + $ref: '#/components/schemas/Invitation' + description: '' + post: + operationId: api_invitations_create + tags: + - api + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/Invitation' + application/x-www-form-urlencoded: + schema: + $ref: '#/components/schemas/Invitation' + multipart/form-data: + schema: + $ref: '#/components/schemas/Invitation' + required: true + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '201': + content: + application/json: + schema: + $ref: '#/components/schemas/Invitation' + description: '' + /api/invitations/{invitation_id}/: + get: + operationId: api_invitations_retrieve + parameters: + - in: path + name: invitation_id + schema: + type: integer + description: A unique integer value identifying this invitation. + required: true + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + $ref: '#/components/schemas/Invitation' + description: '' + put: + operationId: api_invitations_update + parameters: + - in: path + name: invitation_id + schema: + type: integer + description: A unique integer value identifying this invitation. + required: true + tags: + - api + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/Invitation' + application/x-www-form-urlencoded: + schema: + $ref: '#/components/schemas/Invitation' + multipart/form-data: + schema: + $ref: '#/components/schemas/Invitation' + required: true + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + $ref: '#/components/schemas/Invitation' + description: '' + patch: + operationId: api_invitations_partial_update + parameters: + - in: path + name: invitation_id + schema: + type: integer + description: A unique integer value identifying this invitation. + required: true + tags: + - api + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/PatchedInvitation' + application/x-www-form-urlencoded: + schema: + $ref: '#/components/schemas/PatchedInvitation' + multipart/form-data: + schema: + $ref: '#/components/schemas/PatchedInvitation' + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + $ref: '#/components/schemas/Invitation' + description: '' + delete: + operationId: api_invitations_destroy + parameters: + - in: path + name: invitation_id + schema: + type: integer + description: A unique integer value identifying this invitation. + required: true + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '204': + description: No response body + /api/invite/: + post: + operationId: api_invite_create + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + description: No response body + /api/login/: + post: + operationId: api_login_create + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + description: No response body + /api/logout/: + post: + operationId: api_logout_create + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + description: No response body + /api/recover/: + post: + operationId: api_recover_create + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + description: No response body + /api/signup/: + post: + operationId: api_signup_create + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + description: No response body + /api/skills/: + get: + operationId: api_skills_list + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + type: array + items: + $ref: '#/components/schemas/Skills' + description: '' + post: + operationId: api_skills_create + tags: + - api + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/Skills' + application/x-www-form-urlencoded: + schema: + $ref: '#/components/schemas/Skills' + multipart/form-data: + schema: + $ref: '#/components/schemas/Skills' + required: true + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '201': + content: + application/json: + schema: + $ref: '#/components/schemas/Skills' + description: '' + /api/skills/{skill_id}/: + get: + operationId: api_skills_retrieve + parameters: + - in: path + name: skill_id + schema: + type: integer + description: A unique integer value identifying this skills. + required: true + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + $ref: '#/components/schemas/Skills' + description: '' + put: + operationId: api_skills_update + parameters: + - in: path + name: skill_id + schema: + type: integer + description: A unique integer value identifying this skills. + required: true + tags: + - api + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/Skills' + application/x-www-form-urlencoded: + schema: + $ref: '#/components/schemas/Skills' + multipart/form-data: + schema: + $ref: '#/components/schemas/Skills' + required: true + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + $ref: '#/components/schemas/Skills' + description: '' + patch: + operationId: api_skills_partial_update + parameters: + - in: path + name: skill_id + schema: + type: integer + description: A unique integer value identifying this skills. + required: true + tags: + - api + requestBody: + content: + application/json: + schema: + $ref: '#/components/schemas/PatchedSkills' + application/x-www-form-urlencoded: + schema: + $ref: '#/components/schemas/PatchedSkills' + multipart/form-data: + schema: + $ref: '#/components/schemas/PatchedSkills' + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '200': + content: + application/json: + schema: + $ref: '#/components/schemas/Skills' + description: '' + delete: + operationId: api_skills_destroy + parameters: + - in: path + name: skill_id + schema: + type: integer + description: A unique integer value identifying this skills. + required: true + tags: + - api + security: + - cookieAuth: [] + - basicAuth: [] + - {} + responses: + '204': + description: No response body +components: + schemas: + Associations: + type: object + properties: + name: + type: string + maxLength: 255 + main_focus: + type: string + nullable: true + association_id: + type: integer + readOnly: true + required: + - association_id + - name + AuthUser: + type: object + properties: + id: + type: string + format: uuid + email: + type: string + nullable: true + maxLength: 255 + required: + - id + Candidates: + type: object + properties: + url: + type: string + format: uri + readOnly: true + supabase_authenticaiton_uuid: + type: string + format: uuid + first_name: + type: string + maxLength: 255 + last_name: + type: string + maxLength: 255 + preferred_name: + type: string + nullable: true + maxLength: 255 + values_text: + type: string + nullable: true + related_experience: + type: string + nullable: true + desired_job: + type: string + nullable: true + maxLength: 255 + personality_description: + type: string + nullable: true + street_address: + type: string + nullable: true + maxLength: 255 + house_number: + type: string + nullable: true + maxLength: 20 + postal_code: + type: integer + maximum: 2147483647 + minimum: -2147483648 + nullable: true + city: + type: string + nullable: true + maxLength: 255 + phone_number_region: + type: integer + maximum: 2147483647 + minimum: -2147483648 + nullable: true + phone_number: + type: integer + maximum: 2147483647 + minimum: -2147483648 + nullable: true + email_adress: + type: string + maxLength: 255 + birth_date: + type: string + format: date + nullable: true + notice_period_months: + type: integer + maximum: 2147483647 + minimum: -2147483648 + nullable: true + file_cv: + type: string + format: uri + nullable: true + preferred_work_id: + type: integer + maximum: 2147483647 + minimum: -2147483648 + nullable: true + accepted_privacy: + type: boolean + skip_tutorial: + type: boolean + last_update: + type: string + format: date-time + readOnly: true + created_at: + type: string + format: date-time + readOnly: true + preferred_work_model: + type: string + format: uri + nullable: true + country: + type: string + format: uri + nullable: true + work_permit: + type: string + format: uri + nullable: true + status: + type: string + format: uri + nullable: true + invited_by: + type: string + format: uri + required: + - accepted_privacy + - created_at + - email_adress + - first_name + - invited_by + - last_name + - last_update + - supabase_authenticaiton_uuid + - url + File: + type: object + properties: + file_name: + type: string + readOnly: true + file: + type: string + format: uri + description: + type: string + nullable: true + maxLength: 255 + candidate: + type: integer + nullable: true + created_at: + type: string + format: date-time + readOnly: true + required: + - created_at + - file + - file_name + Invitation: + type: object + properties: + url: + type: string + format: uri + readOnly: true + association: + $ref: '#/components/schemas/Associations' + validation_string: + type: string + company_invite: + type: boolean + nullable: true + invitation_created_at: + type: string + format: date-time + readOnly: true + required: + - association + - invitation_created_at + - url + - validation_string + PatchedAssociations: + type: object + properties: + name: + type: string + maxLength: 255 + main_focus: + type: string + nullable: true + association_id: + type: integer + readOnly: true + PatchedAuthUser: + type: object + properties: + id: + type: string + format: uuid + email: + type: string + nullable: true + maxLength: 255 + PatchedCandidates: + type: object + properties: + url: + type: string + format: uri + readOnly: true + supabase_authenticaiton_uuid: + type: string + format: uuid + first_name: + type: string + maxLength: 255 + last_name: + type: string + maxLength: 255 + preferred_name: + type: string + nullable: true + maxLength: 255 + values_text: + type: string + nullable: true + related_experience: + type: string + nullable: true + desired_job: + type: string + nullable: true + maxLength: 255 + personality_description: + type: string + nullable: true + street_address: + type: string + nullable: true + maxLength: 255 + house_number: + type: string + nullable: true + maxLength: 20 + postal_code: + type: integer + maximum: 2147483647 + minimum: -2147483648 + nullable: true + city: + type: string + nullable: true + maxLength: 255 + phone_number_region: + type: integer + maximum: 2147483647 + minimum: -2147483648 + nullable: true + phone_number: + type: integer + maximum: 2147483647 + minimum: -2147483648 + nullable: true + email_adress: + type: string + maxLength: 255 + birth_date: + type: string + format: date + nullable: true + notice_period_months: + type: integer + maximum: 2147483647 + minimum: -2147483648 + nullable: true + file_cv: + type: string + format: uri + nullable: true + preferred_work_id: + type: integer + maximum: 2147483647 + minimum: -2147483648 + nullable: true + accepted_privacy: + type: boolean + skip_tutorial: + type: boolean + last_update: + type: string + format: date-time + readOnly: true + created_at: + type: string + format: date-time + readOnly: true + preferred_work_model: + type: string + format: uri + nullable: true + country: + type: string + format: uri + nullable: true + work_permit: + type: string + format: uri + nullable: true + status: + type: string + format: uri + nullable: true + invited_by: + type: string + format: uri + PatchedFile: + type: object + properties: + file_name: + type: string + readOnly: true + file: + type: string + format: uri + description: + type: string + nullable: true + maxLength: 255 + candidate: + type: integer + nullable: true + created_at: + type: string + format: date-time + readOnly: true + PatchedInvitation: + type: object + properties: + url: + type: string + format: uri + readOnly: true + association: + $ref: '#/components/schemas/Associations' + validation_string: + type: string + company_invite: + type: boolean + nullable: true + invitation_created_at: + type: string + format: date-time + readOnly: true + PatchedSkills: + type: object + properties: + url: + type: string + format: uri + readOnly: true + skill_name: + type: string + maxLength: 255 + Skills: + type: object + properties: + url: + type: string + format: uri + readOnly: true + skill_name: + type: string + maxLength: 255 + required: + - skill_name + - url + securitySchemes: + basicAuth: + type: https + scheme: basic + cookieAuth: + type: Authorization + in: cookie + name: sessionid diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index c243461..7d34cc0 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -10,8 +10,9 @@ https://docs.djangoproject.com/en/4.2/ref/settings/ """ -from pathlib import Path from os import getenv, path +from pathlib import Path + from dotenv import find_dotenv, load_dotenv ENV_FILE = find_dotenv(raise_error_if_not_found=True) @@ -41,11 +42,15 @@ "django.contrib.messages", "django.contrib.staticfiles", "django_extensions", + # External apps "rest_framework", - "api", + "drf_spectacular", # Remove unused files from storage, not default Django behaviour "django_cleanup.apps.CleanupConfig", + # Enable CORS "corsheaders", + # Internal apps + "api", ] MIDDLEWARE = [ @@ -57,7 +62,8 @@ "django.contrib.messages.middleware.MessageMiddleware", "django.middleware.clickjacking.XFrameOptionsMiddleware", "corsheaders.middleware.CorsMiddleware", - "api.services.RefreshTokenMiddleware", + # Internal middleware + "api.middleware.RefreshTokenMiddleware", ] ROOT_URLCONF = "shift_3_womenpp.urls" @@ -80,7 +86,10 @@ WSGI_APPLICATION = "shift_3_womenpp.wsgi.application" -REST_FRAMEWORK = {"DEFAULT_PERMISSION_CLASSES": ["rest_framework.permissions.AllowAny"]} +REST_FRAMEWORK = { + "DEFAULT_PERMISSION_CLASSES": ["rest_framework.permissions.AllowAny"], + "DEFAULT_SCHEMA_CLASS": "drf_spectacular.openapi.AutoSchema", +} # Database @@ -140,6 +149,15 @@ }, } +# DRF Spectacular + +SPECTACULAR_SETTINGS = { + "TITLE": "Shift Enter API", + "DESCRIPTION": "Welcome to shift enter!", + "VERSION": "0.12", + "SERVE_INCLUDE_SCHEMA": False, +} + # Internationalization # https://docs.djangoproject.com/en/4.2/topics/i18n/ diff --git a/backend/shift_3_womenpp/urls.py b/backend/shift_3_womenpp/urls.py index 7ec8a83..9f001e2 100644 --- a/backend/shift_3_womenpp/urls.py +++ b/backend/shift_3_womenpp/urls.py @@ -3,6 +3,7 @@ from django.conf.urls.static import static from django.contrib import admin from api.routers import * +from drf_spectacular.views import SpectacularAPIView, SpectacularSwaggerView # For Gunicorn to serve static files from django.contrib.staticfiles.urls import staticfiles_urlpatterns @@ -13,6 +14,8 @@ path("", include(router.urls)), path("admin/", admin.site.urls), path("api-auth/", include("rest_framework.urls", namespace="rest_framework")), + path("api/schema/", SpectacularAPIView.as_view(), name="schema"), + path("api/docs/", SpectacularSwaggerView.as_view(url_name="schema"), name="docs"), ] urlpatterns += staticfiles_urlpatterns() From 20fe2e699af30299a6bec2dd54d2be0f135ce650 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Tue, 10 Oct 2023 21:30:50 +0200 Subject: [PATCH 026/138] User refresh_token is used to get a new access_token when the access_token expires but is valid --- backend/.dockerignore | 3 ++ backend/Dockerfile | 8 ++++- backend/api/middleware.py | 55 ++++++++++++++--------------- backend/shift_3_womenpp/settings.py | 5 ++- 4 files changed, 40 insertions(+), 31 deletions(-) diff --git a/backend/.dockerignore b/backend/.dockerignore index 0daebc1..e1cb16a 100644 --- a/backend/.dockerignore +++ b/backend/.dockerignore @@ -6,6 +6,9 @@ static/ requirements.txt +logs/ +logs/* + **/.DS_Store **/__pycache__ **/.venv diff --git a/backend/Dockerfile b/backend/Dockerfile index efe050e..787fbd7 100644 --- a/backend/Dockerfile +++ b/backend/Dockerfile @@ -16,6 +16,10 @@ ENV PIP_DISABLE_PIP_VERSION_CHECK=1 WORKDIR /app +# Create log files and give permission to write at runtime +RUN mkdir logs \ + && chmod 0755 logs/ + # Create a non-privileged user that the app will run under. # See https://docs.docker.com/develop/develop-images/dockerfile_best-practices/#user ARG UID=10001 @@ -28,9 +32,11 @@ RUN adduser \ --uid "${UID}" \ appuser +# Enabe unicorn access to files RUN apk update RUN apk add python3 py3-pip py3-psycopg2 + COPY docker_requirements.txt docker_requirements.txt RUN --mount=type=cache,target=/root/.cache/pip pip3 install -r docker_requirements.txt @@ -41,7 +47,7 @@ COPY . . RUN python manage.py collectstatic --noinput # Switch to the non-privileged user to run the application. -USER appuser +# USER appuser # Expose the port that the application listens on. EXPOSE 8000 diff --git a/backend/api/middleware.py b/backend/api/middleware.py index 45ae600..12e64e4 100644 --- a/backend/api/middleware.py +++ b/backend/api/middleware.py @@ -15,47 +15,42 @@ JWT_SECRET_KEY = os.environ["JWT_SECRET_KEY"] logging.basicConfig( - level=int(os.environ["LOGGING_LEVEL"]), filename="logs/middleware.log" + level=int(os.environ["LOGGING_LEVEL"]), + handlers=[logging.FileHandler("logs/middleware.log"), logging.StreamHandler()], ) class RefreshTokenMiddleware: def __init__(self, get_response): self.get_response = get_response - # One-time configuration and initialization. - print( - "Setting up", - ) def __call__(self, request): - # Code to be executed for each request before - # # the view (and later middleware) are called. - logging.debug("Runnning middleware") if "Authorization" in request.headers: - print( - "Attempt to decode", - ) - decoded_token = decode_access_token(request.headers["Authorization"]) - print("Middleware token before req2:", decoded_token) - else: - print("No access token") + decoded_token = authenticate_access_token(request.headers["Authorization"]) + logging.debug("Updated request token", decoded_token) + logging.debug("decoded_token", decoded_token) + if not "error" in decoded_token.keys(): + request.META["Authorization"] = decoded_token response = self.get_response(request) - # response["role"] = role + return response - # Code to be executed for each request/response after - # the view is called. - return response +def authenticate_access_token(token: str) -> json: + """Authenticates the token using the JWT key + Args: + token (str): the JWT token -def decode_access_token(token: str) -> json: + Returns: + json: returns a JSON with the token in case it is valid, otherwise returns a JSON with error + """ if token[0:6] in ["Bearer", "bearer"]: token = token[7:] try: - decoded_jwt = jwt.decode( + jwt.decode( token, JWT_SECRET_KEY, algorithms=["HS256"], @@ -67,7 +62,7 @@ def decode_access_token(token: str) -> json: except Exception as error: return error - return decoded_jwt + return token def refresh_expired_token(token: str) -> json: @@ -78,15 +73,15 @@ def refresh_expired_token(token: str) -> json: Args: token (str): the expired and but valid JWT token """ - print("Decoding token") decoded_jwt = jwt.decode( token, algorithms=["HS256"], options={"verify_signature": False} ) access_token = decoded_jwt["session_id"] try: - refresh_token = RefreshTokens.objects.get(session_id=access_token).token - print("refresh token", refresh_token) + refresh_token = RefreshTokens.objects.get( + session_id=access_token, revoked=False + ).token except RefreshTokens.DoesNotExist: refresh_token = { @@ -99,12 +94,14 @@ def refresh_expired_token(token: str) -> json: request_new_token = requests.Request( "POST", "https://127.0.0.1/api/login/", - params={"data": {"refresh_token": refresh_token}}, - ).prepare() + ) + + request_new_token = request_new_token.prepare() + request_new_token.data = {"refresh_token": refresh_token} + request_new_token.path = "https://127.0.0.1/api/login/" - new_token = gotrue_auth_request(request_new_token) + new_token, _ = gotrue_auth_request(request_new_token) except Exception as e: return {"error": "Failed refresh token request", "error_detail": e} - print("got new token", new_token) return new_token diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index 7d34cc0..a8e7af6 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -10,7 +10,7 @@ https://docs.djangoproject.com/en/4.2/ref/settings/ """ -from os import getenv, path +from os import getenv, path, mkdir from pathlib import Path from dotenv import find_dotenv, load_dotenv @@ -21,6 +21,9 @@ # Build paths inside the project like this: BASE_DIR / 'subdir'. BASE_DIR = Path(__file__).resolve().parent.parent +# Build folder for logging +if not path.exists("logs"): + mkdir("logs") # Quick-start development settings - unsuitable for production # See https://docs.djangoproject.com/en/4.2/howto/deployment/checklist/ From 7f66c0dd965fda4ce229c07063221e71ea22ea17 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Wed, 11 Oct 2023 19:18:03 +0200 Subject: [PATCH 027/138] Backend (#35) Bringing dev up to date with backend --- .gitignore | 2 + backend/.dockerignore | 3 + backend/.env.template | 26 +- backend/Dockerfile | 11 +- backend/api/auth_models.py | Bin 18526 -> 4093 bytes backend/api/middleware.py | 107 +++ backend/api/mixed_router.py | 27 + backend/api/model_serializers.py | 34 + backend/api/models.py | 540 +++++------ backend/api/routers.py | 38 +- backend/api/serializers.py | 12 +- backend/api/services.py | 110 ++- backend/api/views.py | 78 +- backend/docker_requirements.txt | Bin 1344 -> 1422 bytes backend/manage.py | 4 +- backend/requirements.txt | Bin 1378 -> 1456 bytes backend/schema.yml | 1389 +++++++++++++++++++++++++++ backend/shift_3_womenpp/settings.py | 39 +- backend/shift_3_womenpp/urls.py | 9 +- backend/shift_3_womenpp/wsgi.py | 2 +- 20 files changed, 2030 insertions(+), 401 deletions(-) create mode 100644 backend/api/middleware.py create mode 100644 backend/api/mixed_router.py create mode 100644 backend/api/model_serializers.py create mode 100644 backend/schema.yml diff --git a/.gitignore b/.gitignore index 8175760..9df9b94 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,5 @@ +.vscode +api/old_models.py *.bak supabase/ *.code-workspace diff --git a/backend/.dockerignore b/backend/.dockerignore index 0daebc1..e1cb16a 100644 --- a/backend/.dockerignore +++ b/backend/.dockerignore @@ -6,6 +6,9 @@ static/ requirements.txt +logs/ +logs/* + **/.DS_Store **/__pycache__ **/.venv diff --git a/backend/.env.template b/backend/.env.template index 1cb5b36..c5ab2b9 100644 --- a/backend/.env.template +++ b/backend/.env.template @@ -1,5 +1,21 @@ -POSTGRES_DB_NAME = '' -POSTGRES_USER_NAME = '' -POSTGRES_PASSWORD = '' -POSTGRES_HOST = '' -POSTGRES_PORT = '' \ No newline at end of file +# Postgre Server +POSTGRES_DB_NAME = +POSTGRES_USER_NAME = +POSTGRES_PASSWORD = +POSTGRES_HOST = +POSTGRES_PORT = + +# Supabase - Used for authentication +SUPABAE_PUBLIC_APIKEY = +SUPABASE_BASE_URL = +SUPABASE_AUTH_URL = + +# JWT Secret key -> Supabse -> Project Settings -> API -> JWT Secret +JWT_SECRET_KEY = + +# GCloud +GOOGLE_APPLICATION_CREDENTIALS = "secrets/enter-gcp-key.json" + +# Python configs +#https://docs.python.org/3/library/logging.html#logging-levels +LOGGING_LEVEL = # use numeric value from table in the link above \ No newline at end of file diff --git a/backend/Dockerfile b/backend/Dockerfile index b25d04a..787fbd7 100644 --- a/backend/Dockerfile +++ b/backend/Dockerfile @@ -16,6 +16,10 @@ ENV PIP_DISABLE_PIP_VERSION_CHECK=1 WORKDIR /app +# Create log files and give permission to write at runtime +RUN mkdir logs \ + && chmod 0755 logs/ + # Create a non-privileged user that the app will run under. # See https://docs.docker.com/develop/develop-images/dockerfile_best-practices/#user ARG UID=10001 @@ -28,21 +32,24 @@ RUN adduser \ --uid "${UID}" \ appuser +# Enabe unicorn access to files RUN apk update -# RUN apk add nginx RUN apk add python3 py3-pip py3-psycopg2 + COPY docker_requirements.txt docker_requirements.txt RUN --mount=type=cache,target=/root/.cache/pip pip3 install -r docker_requirements.txt # Copy the source code into the container. COPY . . +# Collect Django static files +RUN python manage.py collectstatic --noinput + # Switch to the non-privileged user to run the application. # USER appuser # Expose the port that the application listens on. 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z%_@~KsDGx&>9$jYVdFewHOc4Xp}9WuAyz%x_6!PMa=R@k`MqVERn6(uJ&mFE_FO1l zT5oBN+eV|_y8CE-5tH*{tJ$*(U8~qS)Gi{YR)^m7gG+S)eJOZqw(6k~ceX^4rl#Hv zajTeGKe^bK@42Ts>VdLCGQMyCTf&WurF#rJGJ?IldZKg_O965cUG)E)ynXyTW$9$8PUE} zeMV3_1KpD>Y@+r(At=&kXp>hpt`kRJO5VUq&Sl9b41{Zrq;Ich=PqsLx??pqrjf+7 zUY(OpgVGyZL>kjr$!wl#-Se`stP0Xb$9qgwlx5ol<-qPaUjQtZuXONFK?v=*OZN z>JO~SjPuJYeUQEL>!_wI5qYJ+DiY9^)w+As;<=)dIozju_Dh=e8a)VJ&Bgt-x6VVGA{HdN4?Nk)UPm?+h{0djcwN1cjPnX tZ8}F{m{*stP2gTG_4d|Lor<;`$=@VbNGS4^vOM+P=#b@CQZ~l1?>Dl9o>Tw; diff --git a/backend/api/middleware.py b/backend/api/middleware.py new file mode 100644 index 0000000..12e64e4 --- /dev/null +++ b/backend/api/middleware.py @@ -0,0 +1,107 @@ +import json +import os +import logging + +import jwt +import requests +from dotenv import load_dotenv + +from api.auth_models import RefreshTokens +from api.services import gotrue_auth_request +from rest_framework import status + +load_dotenv() + +JWT_SECRET_KEY = os.environ["JWT_SECRET_KEY"] + +logging.basicConfig( + level=int(os.environ["LOGGING_LEVEL"]), + handlers=[logging.FileHandler("logs/middleware.log"), logging.StreamHandler()], +) + + +class RefreshTokenMiddleware: + def __init__(self, get_response): + self.get_response = get_response + + def __call__(self, request): + if "Authorization" in request.headers: + decoded_token = authenticate_access_token(request.headers["Authorization"]) + logging.debug("Updated request token", decoded_token) + logging.debug("decoded_token", decoded_token) + if not "error" in decoded_token.keys(): + request.META["Authorization"] = decoded_token + + response = self.get_response(request) + + return response + + +def authenticate_access_token(token: str) -> json: + """Authenticates the token using the JWT key + + Args: + token (str): the JWT token + + Returns: + json: returns a JSON with the token in case it is valid, otherwise returns a JSON with error + """ + if token[0:6] in ["Bearer", "bearer"]: + token = token[7:] + + try: + jwt.decode( + token, + JWT_SECRET_KEY, + algorithms=["HS256"], + audience=["authenticated", "service_role"], + ) + except jwt.exceptions.ExpiredSignatureError as err: + # If jwt.decode reaches ExpiredSignatureError means the signature is valid but has expired + return refresh_expired_token(token) + except Exception as error: + return error + + return token + + +def refresh_expired_token(token: str) -> json: + """Refreshes the access token if it has expired + + Should only be called if the token signature is already verified. + + Args: + token (str): the expired and but valid JWT token + """ + decoded_jwt = jwt.decode( + token, algorithms=["HS256"], options={"verify_signature": False} + ) + + access_token = decoded_jwt["session_id"] + try: + refresh_token = RefreshTokens.objects.get( + session_id=access_token, revoked=False + ).token + + except RefreshTokens.DoesNotExist: + refresh_token = { + "error": "Not authorized", + "error_description": "Bearer token does not have a valid refresh token.", + "status_code": status.HTTP_401_UNAUTHORIZED, + } + + try: + request_new_token = requests.Request( + "POST", + "https://127.0.0.1/api/login/", + ) + + request_new_token = request_new_token.prepare() + request_new_token.data = {"refresh_token": refresh_token} + request_new_token.path = "https://127.0.0.1/api/login/" + + new_token, _ = gotrue_auth_request(request_new_token) + except Exception as e: + return {"error": "Failed refresh token request", "error_detail": e} + + return new_token diff --git a/backend/api/mixed_router.py b/backend/api/mixed_router.py new file mode 100644 index 0000000..0514b53 --- /dev/null +++ b/backend/api/mixed_router.py @@ -0,0 +1,27 @@ +from rest_framework import routers +from collections import OrderedDict + + +# Create a router subclassed from DefaultRouter and give it a list[dict] as input +class APIRouter(routers.DefaultRouter): + """ + Customized Default Router to include non-viewset views on root page + """ + + singleViews: list + + def __init__(self, singleViews: list, *args, **kwargs): + self.singleViews = singleViews + super().__init__(*args, **kwargs) + + def get_api_root_view(self, api_urls=None): + """ + Return a basic root view. + """ + api_root_dict = OrderedDict() + list_name = self.routes[0].name + for prefix, viewset, basename in self.registry: + api_root_dict[prefix] = list_name.format(basename=basename) + for singleView in self.singleViews: + api_root_dict[singleView["route"]] = singleView["name"] + return self.APIRootView.as_view(api_root_dict=api_root_dict) diff --git a/backend/api/model_serializers.py b/backend/api/model_serializers.py new file mode 100644 index 0000000..edcdf46 --- /dev/null +++ b/backend/api/model_serializers.py @@ -0,0 +1,34 @@ +from api.association_models import * +from api.companies_models import * +from api.models import * +from django.contrib.auth.models import User +from rest_framework import serializers + + +# Serializers define the API representation. +class AuthUserSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = AuthUsers + fields = ["id", "email"] + many = True + + +class SkillsSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Skills + fields = ["skill_name"] + many = True + + +class AssociationsSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Associations + fields = ["name", "main_focus", "association_id"] + + +class InvitationSerializer(serializers.HyperlinkedModelSerializer): + association = AssociationsSerializer() + + class Meta: + model = Invitation + fields = "__all__" diff --git a/backend/api/models.py b/backend/api/models.py index eaa5580..4adbb78 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -1,11 +1,7 @@ -# This is an auto-generated Django model module. -# You'll have to do the following manually to clean this up: -# * Rearrange models' order -# * Make sure each model has one field with primary_key=True -# * Make sure each ForeignKey and OneToOneField has `on_delete` set to the desired behavior -# * Remove `managed = False` lines if you wish to allow Django to create, modify, and delete the table -# Feel free to rename the models, but don't rename db_table values or field names. from django.db import models +from api.auth_models import AuthUsers +import os +from urllib import parse as parse_url DEFAULT_MAX_LENGTH = 255 @@ -15,27 +11,17 @@ class AssociationUsers(models.Model): association = models.ForeignKey( "Associations", models.DO_NOTHING, blank=True, null=True ) - association_user_designation = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) - association_user_first_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) - association_user_last_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) - association_user_preferred_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) - association_user_email = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) + association_user_designation = models.CharField(blank=True, null=True) + association_user_first_name = models.CharField(blank=True, null=True) + association_user_last_name = models.CharField(blank=True, null=True) + association_user_preferred_name = models.CharField(blank=True, null=True) + association_user_email = models.CharField(blank=True, null=True) association_user_phone_number_region = models.IntegerField(blank=True, null=True) association_user_phone_number = models.IntegerField(blank=True, null=True) association_user_role = models.IntegerField( blank=True, null=True, db_comment="Is there a need for RBAC?" ) - created_at = models.DateTimeField(blank=True, null=True, auto_now_add=True) + created_at = models.DateTimeField(auto_now_add=True) class Meta: db_table = "association_users" @@ -43,86 +29,50 @@ class Meta: class Associations(models.Model): association_id = models.AutoField(primary_key=True) - name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - url_homepage = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + name = models.CharField(max_length=DEFAULT_MAX_LENGTH) + url_homepage = models.CharField(max_length=DEFAULT_MAX_LENGTH) main_focus = models.TextField(blank=True, null=True) - logo_url = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) - created_at = models.DateTimeField(blank=True, null=True) + logo_url = models.CharField(blank=True, null=True) + created_at = models.DateTimeField(auto_now_add=True) class Meta: db_table = "associations" -class CadidatesSkill(models.Model): - candidate_skill_id = models.AutoField(primary_key=True) - skill = models.ForeignKey("Skills", models.DO_NOTHING) - skill_proficiency = models.ForeignKey("SkillsProficiency", models.DO_NOTHING) - candidate = models.ForeignKey("Candidates", models.DO_NOTHING) - - class Meta: - db_table = "cadidates_skill" - - class Candidates(models.Model): candidate_id = models.AutoField(primary_key=True) - designation = models.CharField( - max_length=DEFAULT_MAX_LENGTH, db_comment="Herr, dr, etc" - ) - first_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - last_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + supabase_authenticaiton_uuid = models.UUIDField() + first_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) + last_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) preferred_name = models.CharField( max_length=DEFAULT_MAX_LENGTH, blank=True, null=True ) - values = models.TextField( + values_text = models.TextField( blank=True, null=True, db_comment="Values is what is important to me, what I would like to see in the company I work for", ) + related_experience = models.TextField(blank=True, null=True) + preferred_work_model = models.ForeignKey( + "WorkModels", models.DO_NOTHING, blank=True, null=True + ) desired_job = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + personality_description = models.TextField(blank=True, null=True) street_address = models.CharField( max_length=DEFAULT_MAX_LENGTH, blank=True, null=True ) - house_number = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) + house_number = models.CharField(max_length=20, blank=True, null=True) postal_code = models.IntegerField(blank=True, null=True) city = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + country = models.ForeignKey("Countries", models.DO_NOTHING, blank=True, null=True) phone_number_region = models.IntegerField(blank=True, null=True) phone_number = models.IntegerField(blank=True, null=True) - email_adress = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + email_adress = models.CharField(max_length=DEFAULT_MAX_LENGTH) birth_date = models.DateField(blank=True, null=True) - linkedin_address = models.TextField(blank=True, null=True) work_permit = models.ForeignKey( "WorkPermits", models.DO_NOTHING, blank=True, null=True ) - notice_period_days = models.IntegerField(blank=True, null=True) - earliest_start_date = models.DateField(blank=True, null=True) - preferred_work_model = models.ForeignKey( - "WorkModels", models.DO_NOTHING, blank=True, null=True - ) - employed = models.BooleanField(blank=True, null=True) - motivation = models.TextField(blank=True, null=True) - country = models.ForeignKey("Countries", models.DO_NOTHING, blank=True, null=True) - preferred_work_percent = models.IntegerField(blank=True, null=True) - yearly_salary_expectation_chf = models.IntegerField( - db_column="yearly_salary_expectation_CHF", blank=True, null=True - ) # Field name made lowercase. - invited_by = models.ForeignKey( - Associations, - models.DO_NOTHING, - db_column="invited_by", - db_comment="association id", - ) + notice_period_months = models.IntegerField(blank=True, null=True) status = models.ForeignKey( "Status", models.DO_NOTHING, @@ -130,11 +80,21 @@ class Candidates(models.Model): null=True, db_comment="looking for a job, open to oferings, etc", ) - avatart_url = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) - accepted_privacy = models.BooleanField(blank=True, null=True) - skip_tutorial = models.BooleanField(blank=True, null=True) - last_update = models.DateTimeField(blank=True, null=True) - created_at = models.DateTimeField(blank=True, null=True) + file_cv = models.FileField(upload_to="cvs/", blank=True, null=True) + preferred_work_id = models.IntegerField(blank=True, null=True) + invited_by = models.ForeignKey( + Associations, + models.DO_NOTHING, + db_column="invited_by", + db_comment="association id", + ) + accepted_privacy = models.BooleanField() + skip_tutorial = models.BooleanField(default=False) + last_update = models.DateTimeField(auto_now=True) + created_at = models.DateTimeField(auto_now_add=True) + + def __str__(self): + return f"{self.candidate_id} - {self.first_name} {self.last_name}" class Meta: db_table = "candidates" @@ -150,40 +110,46 @@ class Meta: db_table = "candidates_associations" -class CandidatesFiles(models.Model): - file_id = models.AutoField(primary_key=True) - file_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - description = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) +class CanditatesInitiatives(models.Model): + canditates_initiatives_id = models.AutoField(primary_key=True) candidate = models.ForeignKey(Candidates, models.DO_NOTHING) - created_at = models.DateTimeField(blank=True, null=True) + initiative = models.ForeignKey("Initiatives", models.DO_NOTHING) + approved = models.BooleanField(blank=True, null=True) + requested = models.BooleanField(blank=True, null=True) class Meta: - db_table = "candidates_files" + db_table = "canditates_initiatives" -class CandidatesLanguage(models.Model): - candidate_language_id = models.AutoField(primary_key=True) - candidate = models.ForeignKey(Candidates, models.DO_NOTHING) - language = models.ForeignKey("Languages", models.DO_NOTHING) - language_proficiency = models.ForeignKey( - "LanguagesProficiency", models.DO_NOTHING, blank=True, null=True +class Invitation(models.Model): + invitation_id = models.AutoField(primary_key=True) + association = models.ForeignKey( + Associations, + models.DO_NOTHING, + db_comment="Association that created the invite", ) + validation_string = models.CharField( + db_comment="String that validates if the invitation is valid" + ) + company_invite = models.BooleanField( + blank=True, null=True, db_comment='If it"s not a company, then it"s a candidate' + ) + invitation_created_at = models.DateTimeField(auto_now_add=True) class Meta: - db_table = "candidates_language" + db_table = "invitation" -class CanditatesInitiatives(models.Model): - canditates_initiatives_id = models.AutoField(primary_key=True) - candidate = models.ForeignKey(Candidates, models.DO_NOTHING) - initiative = models.ForeignKey("Initiatives", models.DO_NOTHING) - approved = models.BooleanField(blank=True, null=True) - requested = models.BooleanField(blank=True, null=True) +class Initiatives(models.Model): + initiative_id = models.AutoField(primary_key=True) + association = models.ForeignKey(Associations, models.DO_NOTHING) + name = models.CharField(max_length=DEFAULT_MAX_LENGTH) + description = models.TextField(blank=True, null=True) + date = models.DateField(blank=True, null=True) + initiative_url = models.CharField(blank=True, null=True) class Meta: - db_table = "canditates_initiatives" + db_table = "initiatives" class Companies(models.Model): @@ -191,21 +157,13 @@ class Companies(models.Model): values = models.TextField( blank=True, null=True, db_comment="Values is what is important to the company" ) - main_contact_first_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - main_contact_last_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - main_contact_email = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + main_contact_first_name = models.CharField() + main_contact_last_name = models.CharField() + main_contact_email = models.CharField() main_contact_region_code = models.IntegerField(blank=True, null=True) main_contact_phone_number = models.IntegerField(blank=True, null=True) - linkedin_url = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) - logo_url = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + linkedin_url = models.CharField(blank=True, null=True) + logo_url = models.CharField(blank=True, null=True) invited_by = models.ForeignKey( Associations, models.DO_NOTHING, @@ -214,7 +172,7 @@ class Companies(models.Model): ) accepted_privacy = models.BooleanField(blank=True, null=True) skip_tutorial = models.BooleanField(blank=True, null=True) - created_at = models.DateTimeField(blank=True, null=True) + created_at = models.DateTimeField(auto_now_add=True) class Meta: db_table = "companies" @@ -225,115 +183,153 @@ class CompanyUsers(models.Model): subsidiary = models.ForeignKey( "Subsidiaries", models.DO_NOTHING, blank=True, null=True ) - company_user_designation = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) - company_user_first_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) - company_user_last_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) - company_preferred_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) - company_user_email = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) + company_user_designation = models.CharField(blank=True, null=True) + company_user_first_name = models.CharField(blank=True, null=True) + company_user_last_name = models.CharField(blank=True, null=True) + company_preferred_name = models.CharField(blank=True, null=True) + company_user_email = models.CharField(blank=True, null=True) company_user_phone_number_region = models.IntegerField(blank=True, null=True) company_user_phone_number = models.IntegerField(blank=True, null=True) - avatart_url = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + avatart_url = models.CharField(blank=True, null=True) company_user_role = models.IntegerField( blank=True, null=True, db_comment="Is there a need for RBAC?" ) - created_at = models.DateTimeField(blank=True, null=True) + created_at = models.DateTimeField(auto_now_add=True) class Meta: db_table = "company_users" -class CongnitiveTests(models.Model): - congnitive_test_id = models.AutoField(primary_key=True) - candidate = models.ForeignKey(Candidates, models.DO_NOTHING) +class Jobs(models.Model): + job_id = models.AutoField(primary_key=True) + company_id = models.IntegerField() + job_description = models.TextField() + open = models.BooleanField() + role_id = models.IntegerField() + subsidiary = models.ForeignKey("Subsidiaries", models.DO_NOTHING) + last_day_to_apply = models.DateField(blank=True, null=True) + closed_at = models.DateTimeField(blank=True, null=True) + created_at = models.DateTimeField(auto_now_add=True) + + class Meta: + db_table = "jobs" + + +class SearchAlert(models.Model): + search_alert_id = models.AutoField(primary_key=True) + search_alert_parameters = models.TextField() # This field type is a guess. + company = models.ForeignKey(Companies, models.DO_NOTHING) class Meta: - db_table = "congnitive_tests" + db_table = "search_alert" db_table_comment = "Placeholder" -class Countries(models.Model): - contry_id = models.AutoField(primary_key=True) - country_name_in_english = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - country_name_in_native_language = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - country_it_code = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) +class Subsidiaries(models.Model): + subsidiary_id = models.AutoField(primary_key=True) + subsidiary_name = models.CharField() + company = models.ForeignKey(Companies, models.DO_NOTHING) + street_address = models.CharField() + house_number = models.CharField() + postal_code = models.IntegerField() + city = models.CharField() class Meta: - db_table = "countries" + db_table = "subsidiaries" -class Initiatives(models.Model): - initiative_id = models.AutoField(primary_key=True) - association = models.ForeignKey(Associations, models.DO_NOTHING) - name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - description = models.TextField(blank=True, null=True) - date = models.DateField(blank=True, null=True) - initiative_url = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) +class SelectedCandidates(models.Model): + selection_id = models.AutoField(primary_key=True) + candidate = models.ForeignKey(Candidates, models.CASCADE) + job = models.ForeignKey(Jobs, models.DO_NOTHING, blank=True, null=True) + comments = models.TextField(blank=True, null=True) + created_at = models.DateTimeField(auto_now_add=True) class Meta: - db_table = "initiatives" + db_table = "selected_candidates" -class Invitation(models.Model): - invitation_id = models.AutoField(primary_key=True) - association = models.ForeignKey( - Associations, - models.DO_NOTHING, - db_comment="Association that created the invite", - related_name="invitations", - ) - validation_string = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - db_comment="String that validates if the invitation is valid", - ) - company_invite = models.BooleanField( - blank=True, null=True, db_comment='If it"s not a company, then it"s a candidate' +class CadidatesSkills(models.Model): + candidate_skill_id = models.AutoField(primary_key=True) + skill = models.ForeignKey("Skills", models.CASCADE) + candidate = models.ForeignKey("Candidates", models.CASCADE) + + class Meta: + db_table = "cadidates_skills" + + +class CadidatesSoftSkills(models.Model): + candidate_soft_skill_id = models.AutoField(primary_key=True) + soft_skill = models.ForeignKey("SoftSkills", models.CASCADE) + candidate = models.ForeignKey("Candidates", models.CASCADE) + + class Meta: + db_table = "cadidates_soft_skills" + + +class CandidatesDocuments(models.Model): + def allocate_to_candidate_folder(instance, filename): + path = "candidates_documents/" + format = "/".join([str(instance.candidate.candidate_id), filename]) + return os.path.join(path, format) + + @property + def file_name(self): + file_name = os.path.basename(self.file.name) + return parse_url.unquote(file_name) + + file_id = models.AutoField(primary_key=True) + file = models.FileField(upload_to=allocate_to_candidate_folder) + description = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + candidate = models.ForeignKey(Candidates, models.CASCADE, null=True, blank=True) + created_at = models.DateTimeField(auto_now_add=True) + + class Meta: + db_table = "candidates_documents" + + +class CandidatesLanguage(models.Model): + candidate_language_id = models.AutoField(primary_key=True) + candidate = models.ForeignKey(Candidates, models.CASCADE) + language = models.ForeignKey("Languages", models.DO_NOTHING) + language_proficiency = models.ForeignKey( + "LanguagesProficiency", models.DO_NOTHING, blank=True, null=True ) - invitation_created_at = models.DateTimeField(blank=True, null=True) class Meta: - db_table = "invitation" + db_table = "candidates_language" -class Jobs(models.Model): - job_id = models.AutoField(primary_key=True) - company_id = models.IntegerField() - job_description = models.TextField() - open = models.BooleanField() - role_id = models.IntegerField() - subsidiary = models.ForeignKey("Subsidiaries", models.DO_NOTHING) - last_day_to_apply = models.DateField(blank=True, null=True) - closed_at = models.DateTimeField(blank=True, null=True) - created_at = models.DateTimeField(blank=True, null=True) +class Cantons(models.Model): + canton_id = models.AutoField(primary_key=True) + canton_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: - db_table = "jobs" + db_table = "cantons" + + +class Countries(models.Model): + contry_id = models.AutoField(primary_key=True) + country_name_in_english = models.CharField(max_length=DEFAULT_MAX_LENGTH) + country_name_in_native_language = models.CharField(max_length=DEFAULT_MAX_LENGTH) + country_it_code = models.CharField(max_length=DEFAULT_MAX_LENGTH) + + class Meta: + db_table = "countries" + + +class DesiredWorkLocationCandidate(models.Model): + desired_work_location_candidate_id = models.AutoField(primary_key=True) + canton = models.ForeignKey(Cantons, models.DO_NOTHING) + candidate = models.ForeignKey(Candidates, models.CASCADE) + + class Meta: + db_table = "desired_work_location_candidate" class Languages(models.Model): language_id = models.AutoField(primary_key=True) - language_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + language_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: db_table = "languages" @@ -341,19 +337,25 @@ class Meta: class LanguagesProficiency(models.Model): language_proficiency_id = models.AutoField(primary_key=True) - language_proficiency_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + language_proficiency_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: db_table = "languages_proficiency" +class ListValues(models.Model): + list_values_id = models.AutoField(primary_key=True) + list_values_name = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + + class Meta: + db_table = "list_values" + + class PageCounts(models.Model): page_count_id = models.AutoField(primary_key=True) - page_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + page_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) date = models.DateField() views = models.IntegerField() @@ -362,92 +364,59 @@ class Meta: db_table_comment = "Stores the daily page counts statistics" -class PersonalityTests(models.Model): - personality_test_id = models.AutoField(primary_key=True) - candidate = models.ForeignKey(Candidates, models.DO_NOTHING) +class Personalities(models.Model): + personality_id = models.AutoField(primary_key=True) + personality_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: - db_table = "personality_tests" - db_table_comment = "Placeholder" + db_table = "personalities" -class SearchAlert(models.Model): - search_alert_id = models.AutoField(primary_key=True) - search_alert_parameters = models.TextField() # This field type is a guess. - company = models.ForeignKey(Companies, models.DO_NOTHING) +class PersonalityCandidates(models.Model): + personality_candidates_id = models.AutoField(primary_key=True) + personality = models.ForeignKey(Personalities, models.DO_NOTHING) + candidate = models.ForeignKey(Candidates, models.CASCADE) class Meta: - db_table = "search_alert" - db_table_comment = "Placeholder" - - -class SelectedCandidates(models.Model): - selection_id = models.AutoField(primary_key=True) - candidate = models.ForeignKey(Candidates, models.DO_NOTHING) - job = models.ForeignKey(Jobs, models.DO_NOTHING, blank=True, null=True) - comments = models.TextField(blank=True, null=True) - created_at = models.DateTimeField(blank=True, null=True) - - class Meta: - db_table = "selected_candidates" + db_table = "personality_candidates" class Skills(models.Model): skill_id = models.AutoField(primary_key=True) - skill_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + skill_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: db_table = "skills" -class SkillsProficiency(models.Model): - skill_proficiency_id = models.AutoField(primary_key=True) - proficiency_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) +class SoftSkills(models.Model): + soft_skill_id = models.AutoField(primary_key=True) + soft_skill_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: - db_table = "skills_proficiency" + db_table = "soft_skills" class Status(models.Model): status_id = models.AutoField(primary_key=True) - status_descrption = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + status_descrption = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: db_table = "status" -class Subsidiaries(models.Model): - subsidiary_id = models.AutoField(primary_key=True) - subsidiary_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - company = models.ForeignKey(Companies, models.DO_NOTHING) - street_address = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - house_number = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) - postal_code = models.IntegerField() - city = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) +class ValuesCandidates(models.Model): + list_values_id = models.AutoField(primary_key=True) + list_values_name = models.ForeignKey(ListValues, models.CASCADE) + cadidate = models.ForeignKey(Candidates, models.CASCADE) class Meta: - db_table = "subsidiaries" + db_table = "values_candidates" class WorkModels(models.Model): preferred_work_model_id = models.AutoField(primary_key=True) - preferred_work_model_name = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True - ) + preferred_work_model_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: db_table = "work_models" @@ -455,72 +424,7 @@ class Meta: class WorkPermits(models.Model): work_permit_id = models.AutoField(primary_key=True) - type_work_permit = models.CharField( - max_length=DEFAULT_MAX_LENGTH, - ) + type_work_permit = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: db_table = "work_permits" - - -class AuthUsers(models.Model): - instance_id = models.UUIDField(blank=True, null=True) - id = models.UUIDField(primary_key=True) - aud = models.CharField(max_length=255, blank=True, null=True) - role = models.CharField(max_length=255, blank=True, null=True) - email = models.CharField(unique=True, max_length=255, blank=True, null=True) - encrypted_password = models.CharField(max_length=255, blank=True, null=True) - email_confirmed_at = models.DateTimeField(blank=True, null=True) - invited_at = models.DateTimeField(blank=True, null=True) - confirmation_token = models.CharField( - unique=True, max_length=255, blank=True, null=True - ) - confirmation_sent_at = models.DateTimeField(blank=True, null=True) - recovery_token = models.CharField( - unique=True, max_length=255, blank=True, null=True - ) - recovery_sent_at = models.DateTimeField(blank=True, null=True) - email_change_token_new = models.CharField( - unique=True, max_length=255, blank=True, null=True - ) - email_change = models.CharField(max_length=255, blank=True, null=True) - email_change_sent_at = models.DateTimeField(blank=True, null=True) - last_sign_in_at = models.DateTimeField(blank=True, null=True) - raw_app_meta_data = models.JSONField(blank=True, null=True) - raw_user_meta_data = models.JSONField(blank=True, null=True) - is_super_admin = models.BooleanField(blank=True, null=True) - created_at = models.DateTimeField(blank=True, null=True) - updated_at = models.DateTimeField(blank=True, null=True) - phone = models.TextField(unique=True, blank=True, null=True) - phone_confirmed_at = models.DateTimeField(blank=True, null=True) - phone_change = models.TextField(blank=True, null=True) - phone_change_token = models.CharField(max_length=255, blank=True, null=True) - phone_change_sent_at = models.DateTimeField(blank=True, null=True) - confirmed_at = models.DateTimeField(blank=True, null=True) - email_change_token_current = models.CharField( - unique=True, max_length=255, blank=True, null=True - ) - email_change_confirm_status = models.SmallIntegerField(blank=True, null=True) - banned_until = models.DateTimeField(blank=True, null=True) - reauthentication_token = models.CharField( - unique=True, max_length=255, blank=True, null=True - ) - reauthentication_sent_at = models.DateTimeField(blank=True, null=True) - is_sso_user = models.BooleanField( - db_comment="Auth: Set this column to true when the account comes from SSO. These accounts can have duplicate emails." - ) - deleted_at = models.DateTimeField(blank=True, null=True) - - class Meta: - managed = False - db_table = '"auth"."users"' - db_table_comment = "Auth: Stores user login data within a secure schema." - - -class UploadFileForm(models.Model): - instance_id = models.IntegerField(primary_key=True) - file = models.FileField() - - class Meta: - managed = True - db_table = "files" diff --git a/backend/api/routers.py b/backend/api/routers.py index 02643be..7129361 100644 --- a/backend/api/routers.py +++ b/backend/api/routers.py @@ -1,11 +1,43 @@ -from rest_framework import routers from django.urls import path + +from api.mixed_router import APIRouter from api.views import * -router = routers.DefaultRouter() +# Define list - replace my_api_view with any view class that subclasses DRF's APIView (including Login, Logout views e.g. django-rest-knox) +singleViews = [ + { + "route": "api/login/", + "view": LoginView.as_view(), + "name": "login", + }, + { + "route": "api/signup/", + "view": SignupView.as_view(), + "name": "signup", + }, + { + "route": "api/recover/", + "view": RecoverView.as_view(), + "name": "recover", + }, + { + "route": "api/logout/", + "view": LogoutView.as_view(), + "name": "logout", + }, + { + "route": "api/invite/", + "view": InviteView.as_view(), + "name": "invite", + }, +] + +# Normal router setup, including list and registering ViewSets +router = APIRouter(singleViews=singleViews) + router.register(r"api/auth_users", AuthUserViewSet) router.register(r"api/skills", SkillsViewSet) router.register(r"api/invitations", InvitationsViewSet) router.register(r"api/associations", AssociationsViewSet) -router.register(r"api/photos", PhotoViewSet) +router.register(r"api/candidates", CandidatesViewSet) router.register(r"api/files", FileViewSet) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 2391f77..5f08ed3 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -1,5 +1,6 @@ -from api.models import * from django.contrib.auth.models import User + +from api.models import * from rest_framework import serializers @@ -14,7 +15,7 @@ class Meta: class SkillsSerializer(serializers.HyperlinkedModelSerializer): class Meta: model = Skills - fields = ["skill_name"] + fields = "__all__" many = True @@ -24,6 +25,13 @@ class Meta: fields = ["name", "main_focus", "association_id"] +class CandidatesSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Candidates + fields = "__all__" + many = True + + class InvitationSerializer(serializers.HyperlinkedModelSerializer): association = AssociationsSerializer() diff --git a/backend/api/services.py b/backend/api/services.py index d9049d0..8eeb91e 100644 --- a/backend/api/services.py +++ b/backend/api/services.py @@ -1,51 +1,105 @@ -import requests, json, os +import json +import logging +import os + +import requests +from django.http import Http404 from dotenv import load_dotenv +from api.auth_models import AuthUsers +from rest_framework import status + load_dotenv() +logging.basicConfig( + level=int(os.environ["LOGGING_LEVEL"]), filename="logs/services.log" +) + SUPABASE_AUTH_URL = os.environ["SUPABASE_AUTH_URL"] SUPABASE_PUBLIC_APIKEY = os.environ["SUPABAE_PUBLIC_APIKEY"] +JWT_SECRET_KEY = os.environ["JWT_SECRET_KEY"] + +def gotrue_auth_request(request: requests) -> dict: + request_url = SUPABASE_AUTH_URL -def login_user(request: requests) -> dict: - reqUrl = SUPABASE_AUTH_URL + "token?grant_type=password" + # Common for all Requests + logging.debug("request at gotrue", request) + payload = request.data - headersList = { + headers_list = { "apikey": SUPABASE_PUBLIC_APIKEY, "Content-Type": "application/json", } - payload = json.dumps(request.data) + if "Authorization" in request.headers.keys(): + headers_list["Authorization"] = request.headers["Authorization"] - response = requests.request( - "POST", reqUrl, data=payload, headers=headersList, verify=False - ) + endpoint = request.path.split("/")[-2] - response = json.loads(response.text) + # Verify typpe of request + if endpoint == "login": + if "password" in payload.keys(): + request_url += "token?grant_type=password" + elif "refresh_token" in payload.keys(): + request_url += "token?grant_type=refresh_token" + else: + return {"error": "Invalid login details"}, status.HTTP_400_BAD_REQUEST - if "refresh_token" in response.keys(): - del response["refresh_token"] + elif endpoint in ["verify", "recover", "logout", "signup"]: + request_url += endpoint - return response + else: + raise Http404 + # Validate the signup request + if endpoint == "signup": + response_verification = validate_signup(request, payload) -def signup_user(request: requests) -> dict: - reqUrl = SUPABASE_AUTH_URL + "signup" - - headersList = { - "apikey": SUPABASE_PUBLIC_APIKEY, - "Content-Type": "application/json", - } - - payload = json.dumps(request.data) + if "error" in response_verification: + return response_verification, status.HTTP_401_UNAUTHORIZED + # Send request response = requests.request( - "POST", reqUrl, data=payload, headers=headersList, verify=False + "POST", + request_url, + data=json.dumps(payload), + headers=headers_list, + # ToDo implement true certificate + verify=False, ) - response = json.loads(response.text) - - if "refresh_token" in response.keys(): - del response["refresh_token"] - - return response + if response.text != "": + response_payload = json.loads(response.text) + + if "refresh_token" in response_payload.keys(): + del response_payload["refresh_token"] + else: + response_payload = {} + + return response_payload, response.status_code + + +def validate_signup(request: requests, payload: json) -> json: + if "token" in payload.keys(): + try: + UserSigningUp = AuthUsers.objects.get(confirmation_token=payload["token"]) + except AuthUsers.DoesNotExist: + return { + "error": "invalid_token", + "error_detail": "Can't signup, the provided token is not associated with any account.", + } + + if UserSigningUp.email != payload["email"]: + return { + "error": "invalid_token", + "error_detail": "Can't signup, the provided email does not match the email associated with this token.", + } + + # If sucessful + return {"token": UserSigningUp.confirmation_token} + else: + return { + "error": "invalid_token", + "error_detail": "Can't signup, no token present in body", + } diff --git a/backend/api/views.py b/backend/api/views.py index 2df91f3..605779f 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -1,44 +1,68 @@ -from rest_framework import viewsets, status -from rest_framework.views import APIView +from django.db import models from rest_framework.response import Response -from api.serializers import * -from .services import login_user, signup_user -from rest_framework import mixins +from rest_framework.views import APIView + +from api import serializers as model_serializers +from api.auth_models import RefreshTokens +from api.models import CandidatesDocuments +from api.services import gotrue_auth_request +from rest_framework import serializers, viewsets class AuthUserViewSet(viewsets.ModelViewSet): - AuthUsers.objects.using("auth") - queryset = AuthUsers.objects.all() - serializer_class = AuthUserSerializer + model_serializers.AuthUsers.objects.using("auth") + queryset = model_serializers.AuthUsers.objects.all() + serializer_class = model_serializers.AuthUserSerializer class SkillsViewSet(viewsets.ModelViewSet): - queryset = Skills.objects.all() - serializer_class = SkillsSerializer + queryset = model_serializers.Skills.objects.all() + serializer_class = model_serializers.SkillsSerializer class AssociationsViewSet(viewsets.ModelViewSet): - queryset = Associations.objects.all() - serializer_class = AssociationsSerializer + queryset = model_serializers.Associations.objects.all() + serializer_class = model_serializers.AssociationsSerializer class InvitationsViewSet(viewsets.ModelViewSet): - queryset = Invitation.objects.all() - serializer_class = InvitationSerializer + queryset = model_serializers.Invitation.objects.all() + serializer_class = model_serializers.InvitationSerializer class LoginView(APIView): def post(self, request): - response = login_user(request) + payload, status_code = gotrue_auth_request(request) + return Response(payload, status=status_code) - return Response(response, status=status.HTTP_200_OK) + +class LogoutView(APIView): + def post(self, request): + payload, status_code = gotrue_auth_request(request) + return Response(payload, status=status_code) class SignupView(APIView): def post(self, request): - response = signup_user(request) + payload, status_code = gotrue_auth_request(request) + return Response(payload, status=status_code) + + +class RecoverView(APIView): + def post(self, request): + payload, status_code = gotrue_auth_request(request) + return Response(payload, status=status_code) + + +class InviteView(APIView): + def post(self, request): + payload, status_code = gotrue_auth_request(request) + return Response(payload, status=status_code) + - return Response(data=response, status=status.HTTP_200_OK) +class CandidatesViewSet(viewsets.ModelViewSet): + queryset = model_serializers.Candidates.objects.all() + serializer_class = model_serializers.CandidatesSerializer # Testing file upload @@ -60,22 +84,18 @@ class PhotoViewSet(viewsets.ModelViewSet): serializer_class = PhotoSerializer -class File(models.Model): - id = models.AutoField(primary_key=True) - file = models.FileField(upload_to="files") +class FileSerializer(serializers.ModelSerializer): + class Meta: + model = CandidatesDocuments + fields = ["file_name", "file", "description", "candidate", "created_at"] -class FileSerializer(serializers.ModelSerializer): +class RefreshTokenSerializer(serializers.ModelSerializer): class Meta: - model = File + model = RefreshTokens fields = "__all__" class FileViewSet(viewsets.ModelViewSet): - queryset = File.objects.all() + queryset = CandidatesDocuments.objects.all() serializer_class = FileSerializer - - -""" -class CourseListApi(Authentication, APIView) -""" diff --git a/backend/docker_requirements.txt b/backend/docker_requirements.txt index 7653a609133a7fed090d474ffa2af5747b4498ff..ac382b399e86933aa9faaee2388c47c6bb8ae4ff 100644 GIT binary patch delta 86 zcmX@W)yKWTfz^+ffr}x4p_0LiA)FzE!4?RO81xt{fY^WmB$vWa#E{0I%TUZvz>vz2 c%uvFR2qa4xa)5LZSiJ#Itr3G6kThig0E0mdrT_o{ delta 7 OcmeCr~+94 diff --git a/backend/manage.py b/backend/manage.py index 755a42a..09b9eea 100644 --- a/backend/manage.py +++ b/backend/manage.py @@ -6,7 +6,7 @@ def main(): """Run administrative tasks.""" - os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'shift_3_womenpp.settings') + os.environ.setdefault("DJANGO_SETTINGS_MODULE", "shift_3_womenpp.settings") try: from django.core.management import execute_from_command_line except ImportError as exc: @@ -18,5 +18,5 @@ def main(): execute_from_command_line(sys.argv) -if __name__ == '__main__': +if __name__ == "__main__": main() diff --git a/backend/requirements.txt b/backend/requirements.txt index e630498b3b976bbcdcd8a4d7a430ab122419eca3..02f908caffce9188cdd19c1ff09172d4c9866346 100644 GIT binary patch delta 86 zcmaFFwSjv>6009C0~bR8LnVV3LpVbSgDnsmG3YT^0I>lBNG^q;h#`$Zm!X)UfFYG3 cnW2Os5lEIY Date: Thu, 12 Oct 2023 12:26:51 +0200 Subject: [PATCH 028/138] Added many endpoints. Altered models to fit Supabase UUID. Implemented ROLES. Refactored services code. Implemented new token formatting. --- backend/.dockerignore | 2 +- backend/.env.template | 6 +- backend/api/middleware.py | 75 +------------ backend/api/models.py | 18 +++- backend/api/routers.py | 18 +++- backend/api/serializers.py | 57 +++++++++- backend/api/services.py | 116 ++++++++++++-------- backend/api/views.py | 161 ++++++++++++++++++++++++++-- backend/shift_3_womenpp/settings.py | 7 +- backend/shift_3_womenpp/urls.py | 10 +- 10 files changed, 327 insertions(+), 143 deletions(-) diff --git a/backend/.dockerignore b/backend/.dockerignore index e1cb16a..8a5d726 100644 --- a/backend/.dockerignore +++ b/backend/.dockerignore @@ -1,4 +1,4 @@ -# Include any files or directories that you don't want to be copied to your +code .egg# Include any files or directories that you don't want to be copied to your # container here (e.g., local build artifacts, temporary files, etc.). # # For more help, visit the .dockerignore file reference guide at diff --git a/backend/.env.template b/backend/.env.template index c5ab2b9..b2d6702 100644 --- a/backend/.env.template +++ b/backend/.env.template @@ -7,6 +7,7 @@ POSTGRES_PORT = # Supabase - Used for authentication SUPABAE_PUBLIC_APIKEY = +SUPABASE_SERVICE_ROLE_APIKEY = SUPABASE_BASE_URL = SUPABASE_AUTH_URL = @@ -18,4 +19,7 @@ GOOGLE_APPLICATION_CREDENTIALS = "secrets/enter-gcp-key.json" # Python configs #https://docs.python.org/3/library/logging.html#logging-levels -LOGGING_LEVEL = # use numeric value from table in the link above \ No newline at end of file +LOGGING_LEVEL = # use numeric value from table in the link above + +# Project variables +POSSIBLE_ROLES = \ No newline at end of file diff --git a/backend/api/middleware.py b/backend/api/middleware.py index 12e64e4..12634a7 100644 --- a/backend/api/middleware.py +++ b/backend/api/middleware.py @@ -2,16 +2,16 @@ import os import logging -import jwt -import requests from dotenv import load_dotenv from api.auth_models import RefreshTokens +from api.auth_token import authenticate_access_token from api.services import gotrue_auth_request from rest_framework import status load_dotenv() + JWT_SECRET_KEY = os.environ["JWT_SECRET_KEY"] logging.basicConfig( @@ -28,80 +28,9 @@ def __call__(self, request): if "Authorization" in request.headers: decoded_token = authenticate_access_token(request.headers["Authorization"]) logging.debug("Updated request token", decoded_token) - logging.debug("decoded_token", decoded_token) if not "error" in decoded_token.keys(): request.META["Authorization"] = decoded_token response = self.get_response(request) return response - - -def authenticate_access_token(token: str) -> json: - """Authenticates the token using the JWT key - - Args: - token (str): the JWT token - - Returns: - json: returns a JSON with the token in case it is valid, otherwise returns a JSON with error - """ - if token[0:6] in ["Bearer", "bearer"]: - token = token[7:] - - try: - jwt.decode( - token, - JWT_SECRET_KEY, - algorithms=["HS256"], - audience=["authenticated", "service_role"], - ) - except jwt.exceptions.ExpiredSignatureError as err: - # If jwt.decode reaches ExpiredSignatureError means the signature is valid but has expired - return refresh_expired_token(token) - except Exception as error: - return error - - return token - - -def refresh_expired_token(token: str) -> json: - """Refreshes the access token if it has expired - - Should only be called if the token signature is already verified. - - Args: - token (str): the expired and but valid JWT token - """ - decoded_jwt = jwt.decode( - token, algorithms=["HS256"], options={"verify_signature": False} - ) - - access_token = decoded_jwt["session_id"] - try: - refresh_token = RefreshTokens.objects.get( - session_id=access_token, revoked=False - ).token - - except RefreshTokens.DoesNotExist: - refresh_token = { - "error": "Not authorized", - "error_description": "Bearer token does not have a valid refresh token.", - "status_code": status.HTTP_401_UNAUTHORIZED, - } - - try: - request_new_token = requests.Request( - "POST", - "https://127.0.0.1/api/login/", - ) - - request_new_token = request_new_token.prepare() - request_new_token.data = {"refresh_token": refresh_token} - request_new_token.path = "https://127.0.0.1/api/login/" - - new_token, _ = gotrue_auth_request(request_new_token) - except Exception as e: - return {"error": "Failed refresh token request", "error_detail": e} - - return new_token diff --git a/backend/api/models.py b/backend/api/models.py index 4adbb78..78e4eaa 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -8,6 +8,7 @@ class AssociationUsers(models.Model): association_user_id = models.AutoField(primary_key=True) + supabase_authenticaiton_uuid = models.UUIDField() association = models.ForeignKey( "Associations", models.DO_NOTHING, blank=True, null=True ) @@ -29,6 +30,7 @@ class Meta: class Associations(models.Model): association_id = models.AutoField(primary_key=True) + supabase_authenticaiton_uuid = models.UUIDField() name = models.CharField(max_length=DEFAULT_MAX_LENGTH) url_homepage = models.CharField(max_length=DEFAULT_MAX_LENGTH) main_focus = models.TextField(blank=True, null=True) @@ -154,6 +156,7 @@ class Meta: class Companies(models.Model): company_id = models.AutoField(primary_key=True) + supabase_authenticaiton_uuid = models.UUIDField() values = models.TextField( blank=True, null=True, db_comment="Values is what is important to the company" ) @@ -180,6 +183,7 @@ class Meta: class CompanyUsers(models.Model): company_user_id = models.AutoField(primary_key=True) + supabase_authenticaiton_uuid = models.UUIDField() subsidiary = models.ForeignKey( "Subsidiaries", models.DO_NOTHING, blank=True, null=True ) @@ -311,8 +315,12 @@ class Meta: class Countries(models.Model): contry_id = models.AutoField(primary_key=True) country_name_in_english = models.CharField(max_length=DEFAULT_MAX_LENGTH) - country_name_in_native_language = models.CharField(max_length=DEFAULT_MAX_LENGTH) - country_it_code = models.CharField(max_length=DEFAULT_MAX_LENGTH) + country_name_in_native_language = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + country_it_code = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) class Meta: db_table = "countries" @@ -428,3 +436,9 @@ class WorkPermits(models.Model): class Meta: db_table = "work_permits" + + +class SupabaseIdToUserIds(models.Model): + supabase_authenticaiton_uuid = models.UUIDField() + user_id = models.IntegerField(blank=True, null=True) + role = models.CharField(max_length=DEFAULT_MAX_LENGTH) diff --git a/backend/api/routers.py b/backend/api/routers.py index 7129361..503720b 100644 --- a/backend/api/routers.py +++ b/backend/api/routers.py @@ -30,14 +30,26 @@ "view": InviteView.as_view(), "name": "invite", }, + { + "route": "api/verify/", + "view": SignupView.as_view(), + "name": "invite", + }, ] # Normal router setup, including list and registering ViewSets router = APIRouter(singleViews=singleViews) -router.register(r"api/auth_users", AuthUserViewSet) -router.register(r"api/skills", SkillsViewSet) -router.register(r"api/invitations", InvitationsViewSet) router.register(r"api/associations", AssociationsViewSet) +router.register(r"api/auth_users", AuthUserViewSet) router.register(r"api/candidates", CandidatesViewSet) +router.register(r"api/cantons", CantonsViewSet) +router.register(r"api/countries", CountriesViewSet) +router.register(r"api/invitations", InvitationsViewSet) +router.register(r"api/languages", LanguagesViewSet) +router.register(r"api/languages_proficiencies", LanguagesProficiencyViewSet) router.register(r"api/files", FileViewSet) +router.register(r"api/skills", SkillsViewSet) +router.register(r"api/status", StatusViewSet) +router.register(r"api/work_models", WorkModelsViewSet) +router.register(r"api/work_permits", WorkPermitsViewSet) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 5f08ed3..b7f1318 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -12,17 +12,24 @@ class Meta: many = True -class SkillsSerializer(serializers.HyperlinkedModelSerializer): +class AssociationsSerializer(serializers.HyperlinkedModelSerializer): class Meta: - model = Skills + model = Associations + fields = ["name", "main_focus", "association_id"] + + +class CantonsSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Cantons fields = "__all__" many = True -class AssociationsSerializer(serializers.HyperlinkedModelSerializer): +class CountriesSerializer(serializers.HyperlinkedModelSerializer): class Meta: - model = Associations - fields = ["name", "main_focus", "association_id"] + model = Countries + fields = ["country_name_in_english"] + many = True class CandidatesSerializer(serializers.HyperlinkedModelSerializer): @@ -32,9 +39,49 @@ class Meta: many = True +class LanguagesSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Languages + fields = "__all__" + + +class LanguagesProficiencySerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = LanguagesProficiency + fields = "__all__" + + class InvitationSerializer(serializers.HyperlinkedModelSerializer): association = AssociationsSerializer() class Meta: model = Invitation fields = "__all__" + + +class SkillsSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Skills + fields = "__all__" + many = True + + +class StatusSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Status + fields = "__all__" + many = True + + +class WorkPermitsSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = WorkPermits + fields = "__all__" + many = True + + +class WorkModelsSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = WorkModels + fields = "__all__" + many = True diff --git a/backend/api/services.py b/backend/api/services.py index 8eeb91e..c7e7f2d 100644 --- a/backend/api/services.py +++ b/backend/api/services.py @@ -4,12 +4,13 @@ import requests from django.http import Http404 -from dotenv import load_dotenv +from api import auth_token from api.auth_models import AuthUsers from rest_framework import status -load_dotenv() +from api.models import SupabaseIdToUserIds + logging.basicConfig( level=int(os.environ["LOGGING_LEVEL"]), filename="logs/services.log" @@ -17,15 +18,16 @@ SUPABASE_AUTH_URL = os.environ["SUPABASE_AUTH_URL"] SUPABASE_PUBLIC_APIKEY = os.environ["SUPABAE_PUBLIC_APIKEY"] -JWT_SECRET_KEY = os.environ["JWT_SECRET_KEY"] +SUPABASE_SERVICE_ROLE_APIKEY = os.environ["SUPABASE_SERVICE_ROLE_APIKEY"] def gotrue_auth_request(request: requests) -> dict: request_url = SUPABASE_AUTH_URL # Common for all Requests - logging.debug("request at gotrue", request) - payload = request.data + request_payload = request.data + + endpoint = request.path.split("/")[-2] headers_list = { "apikey": SUPABASE_PUBLIC_APIKEY, @@ -35,35 +37,33 @@ def gotrue_auth_request(request: requests) -> dict: if "Authorization" in request.headers.keys(): headers_list["Authorization"] = request.headers["Authorization"] - endpoint = request.path.split("/")[-2] - # Verify typpe of request if endpoint == "login": - if "password" in payload.keys(): + if "password" in request_payload.keys(): request_url += "token?grant_type=password" - elif "refresh_token" in payload.keys(): + elif "refresh_token" in request_payload.keys(): request_url += "token?grant_type=refresh_token" else: return {"error": "Invalid login details"}, status.HTTP_400_BAD_REQUEST - elif endpoint in ["verify", "recover", "logout", "signup"]: + elif endpoint in ["verify", "recover", "logout", "signup", "invite"]: request_url += endpoint - else: raise Http404 - # Validate the signup request - if endpoint == "signup": - response_verification = validate_signup(request, payload) + # Add service key to header, only service roles may send invites + if endpoint == "invite": + headers_list["Authorization"] = "bearer " + SUPABASE_SERVICE_ROLE_APIKEY - if "error" in response_verification: - return response_verification, status.HTTP_401_UNAUTHORIZED + # Add type to signup + if endpoint == "verify": + request_payload["type"] = "signup" # Send request response = requests.request( "POST", request_url, - data=json.dumps(payload), + data=json.dumps(request_payload), headers=headers_list, # ToDo implement true certificate verify=False, @@ -71,35 +71,65 @@ def gotrue_auth_request(request: requests) -> dict: if response.text != "": response_payload = json.loads(response.text) - - if "refresh_token" in response_payload.keys(): - del response_payload["refresh_token"] else: response_payload = {} + # Assign roles in case of invite return response_payload, response.status_code -def validate_signup(request: requests, payload: json) -> json: - if "token" in payload.keys(): - try: - UserSigningUp = AuthUsers.objects.get(confirmation_token=payload["token"]) - except AuthUsers.DoesNotExist: - return { - "error": "invalid_token", - "error_detail": "Can't signup, the provided token is not associated with any account.", - } - - if UserSigningUp.email != payload["email"]: - return { - "error": "invalid_token", - "error_detail": "Can't signup, the provided email does not match the email associated with this token.", - } - - # If sucessful - return {"token": UserSigningUp.confirmation_token} - else: - return { - "error": "invalid_token", - "error_detail": "Can't signup, no token present in body", - } +def update_user_password(token: json, password: str) -> requests.Request: + headers_list = { + "apikey": SUPABASE_PUBLIC_APIKEY, + "Authorization": "bearer " + token, + } + + response = requests.request( + "PUT", + SUPABASE_AUTH_URL + "user", + data=json.dumps({"password": password}), + headers=headers_list, + # ToDo implement true certificate + verify=False, + ) + + return response + + +def authorize_invte(jwt: json) -> bool: + """Receives a jwt token key, decodes it and checks if the user is authorized to invite members + + Args: + jwt (json): encrypted JWT token + + Returns: + bool: Returns true if the user might invite others + """ + + decoded_token = auth_token.authenticate_access_token(jwt) + permitted_users = ["association", "admin", "service_role"] + if "user" in decoded_token.keys(): + if decoded_token["user"]["role"] in permitted_users: + return True + + if "role" in decoded_token.keys(): + if decoded_token["role"] in permitted_users: + return True + + return False + + +def apply_supabase_id_to_users_tables(payload: json) -> None: + """Apply the id from the schema auth.auth_users to the tables public + + Args: + payload (json): payload from database signup + + Returns: + None + """ + + role = payload["user"]["role"] + supabase_user_id = payload["user"]["id"] + + SupabaseIdToUserIds(supabase_authenticaiton_uuid=supabase_user_id, role=role).save() diff --git a/backend/api/views.py b/backend/api/views.py index 605779f..d39083b 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -1,23 +1,41 @@ +import os from django.db import models from rest_framework.response import Response from rest_framework.views import APIView +import json from api import serializers as model_serializers -from api.auth_models import RefreshTokens +from api.auth_models import AuthUsers, RefreshTokens +from api import auth_token from api.models import CandidatesDocuments -from api.services import gotrue_auth_request -from rest_framework import serializers, viewsets +from api.services import ( + apply_supabase_id_to_users_tables, + authorize_invte, + gotrue_auth_request, + update_user_password, +) +from rest_framework import serializers, viewsets, status + +POSSIBLE_ROLES = json.loads(os.environ["POSSIBLE_ROLES"]) +SUPABASE_SERVICE_ROLE_APIKEY = os.environ["SUPABASE_SERVICE_ROLE_APIKEY"] class AuthUserViewSet(viewsets.ModelViewSet): + http_method_names = ["get"] + model_serializers.AuthUsers.objects.using("auth") queryset = model_serializers.AuthUsers.objects.all() serializer_class = model_serializers.AuthUserSerializer -class SkillsViewSet(viewsets.ModelViewSet): - queryset = model_serializers.Skills.objects.all() - serializer_class = model_serializers.SkillsSerializer +class CantonsViewSet(viewsets.ModelViewSet): + queryset = model_serializers.Cantons.objects.all() + serializer_class = model_serializers.CantonsSerializer + + +class CountriesViewSet(viewsets.ModelViewSet): + queryset = model_serializers.Countries.objects.all() + serializer_class = model_serializers.CountriesSerializer class AssociationsViewSet(viewsets.ModelViewSet): @@ -25,14 +43,46 @@ class AssociationsViewSet(viewsets.ModelViewSet): serializer_class = model_serializers.AssociationsSerializer +class LanguagesViewSet(viewsets.ModelViewSet): + queryset = model_serializers.Languages.objects.all() + serializer_class = model_serializers.LanguagesSerializer + + +class LanguagesProficiencyViewSet(viewsets.ModelViewSet): + queryset = model_serializers.LanguagesProficiency.objects.all() + serializer_class = model_serializers.LanguagesProficiencySerializer + + class InvitationsViewSet(viewsets.ModelViewSet): queryset = model_serializers.Invitation.objects.all() serializer_class = model_serializers.InvitationSerializer +class SkillsViewSet(viewsets.ModelViewSet): + queryset = model_serializers.Skills.objects.all() + serializer_class = model_serializers.SkillsSerializer + + +class StatusViewSet(viewsets.ModelViewSet): + queryset = model_serializers.Status.objects.all() + serializer_class = model_serializers.StatusSerializer + + +class WorkModelsViewSet(viewsets.ModelViewSet): + queryset = model_serializers.WorkModels.objects.all() + serializer_class = model_serializers.WorkModelsSerializer + + +class WorkPermitsViewSet(viewsets.ModelViewSet): + queryset = model_serializers.WorkPermits.objects.all() + serializer_class = model_serializers.WorkPermitsSerializer + + class LoginView(APIView): def post(self, request): payload, status_code = gotrue_auth_request(request) + if "error" not in payload: + payload = auth_token.format_token(payload) return Response(payload, status=status_code) @@ -44,8 +94,62 @@ def post(self, request): class SignupView(APIView): def post(self, request): - payload, status_code = gotrue_auth_request(request) - return Response(payload, status=status_code) + request_payload = request.data + + # Verify it's a valid request + if "token" in request_payload.keys(): + try: + UserSigningUp = AuthUsers.objects.get( + confirmation_token=request_payload["token"] + ) + + except AuthUsers.DoesNotExist: + return Response( + { + "error": "invalid_token", + "error_detail": "Can't signup, the provided token is not associated with any account.", + }, + status=status.HTTP_400_BAD_REQUEST, + ) + + if UserSigningUp.email != request_payload["email"]: + return Response( + { + "error": "invalid_token", + "error_detail": "Can't signup, the provided email does not match the email associated with this token.", + }, + status=status.HTTP_401_UNAUTHORIZED, + ) + else: + return Response( + { + "error": "invalid_token", + "error_detail": "Can't signup, no token present in body", + }, + status.HTTP_401_UNAUTHORIZED, + ) + + if "password" not in request_payload.keys(): + return Response( + { + "error": "invalid body", + "error_detail": "Can't signup, no password present in body", + }, + status.HTTP_401_UNAUTHORIZED, + ) + + response_payload, status_code = gotrue_auth_request(request) + + if "user" in response_payload.keys(): + apply_supabase_id_to_users_tables(response_payload) + response_payload = auth_token.format_token(response_payload) + response_update_password = update_user_password( + response_payload["access_token"], request.data["password"] + ) + + print(response_update_password) + + return Response(response_payload, status=status_code) class RecoverView(APIView): @@ -56,8 +160,45 @@ def post(self, request): class InviteView(APIView): def post(self, request): - payload, status_code = gotrue_auth_request(request) - return Response(payload, status=status_code) + request_payload = request.data + + if "role" not in request_payload.keys(): + return Response( + { + "error": "Invalid request", + "error detail": "This endpoint requires a role", + }, + status.HTTP_400_BAD_REQUEST, + ) + + if request_payload["role"] not in POSSIBLE_ROLES: + return Response( + { + "error": "Invalid role", + "error detail": f"The provided role is not valid, the valid values are: {POSSIBLE_ROLES}", + }, + status.HTTP_400_BAD_REQUEST, + ) + + if not authorize_invte(request.headers["Authorization"]): + return Response( + { + "error": "Not authorized", + "error detail": "User not authorized to invite members", + }, + status.HTTP_401_UNAUTHORIZED, + ) + + response_payload, status_code = gotrue_auth_request(request) + + # Insert into conection table + AuthUsers.objects.filter(pk=response_payload["id"]).update( + role=request_payload["role"] + ) + + response_payload["role"] = request_payload["role"] + + return Response(response_payload, status=status_code) class CandidatesViewSet(viewsets.ModelViewSet): diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index a8e7af6..f9d5d0f 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -207,6 +207,11 @@ "x-requested-with", ] -STATIC_ROOT = path.join(BASE_DIR, "static/") SECURE_PROXY_SSL_HEADER = ("HTTP_X_FORWARDED_PROTO", "https") + +# Project parameters + +STATIC_ROOT = path.join(BASE_DIR, "static/") + +DEFAULT_AUTO_FIELD = "django.db.models.AutoField" diff --git a/backend/shift_3_womenpp/urls.py b/backend/shift_3_womenpp/urls.py index 9f001e2..b792699 100644 --- a/backend/shift_3_womenpp/urls.py +++ b/backend/shift_3_womenpp/urls.py @@ -1,17 +1,19 @@ from django.conf import settings -from django.urls import path, include from django.conf.urls.static import static from django.contrib import admin -from api.routers import * -from drf_spectacular.views import SpectacularAPIView, SpectacularSwaggerView # For Gunicorn to serve static files from django.contrib.staticfiles.urls import staticfiles_urlpatterns +from django.urls import include, path +from drf_spectacular.views import SpectacularAPIView, SpectacularSwaggerView + +from api.routers import router as api_view_router +from api.routers import singleViews # Wire up our API using automatic URL routing. # Additionally, we include login URLs for the browsable API. urlpatterns = [ - path("", include(router.urls)), + path("", include(api_view_router.urls)), path("admin/", admin.site.urls), path("api-auth/", include("rest_framework.urls", namespace="rest_framework")), path("api/schema/", SpectacularAPIView.as_view(), name="schema"), From 5022ab6cb5c19b9a8852d62b5044c931490d2cc2 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Thu, 12 Oct 2023 15:18:54 +0200 Subject: [PATCH 029/138] Added Soft Skills endpoint --- backend/api/routers.py | 1 + backend/api/serializers.py | 7 +++++++ backend/api/views.py | 39 +++++++++++++++++++++++++++----------- 3 files changed, 36 insertions(+), 11 deletions(-) diff --git a/backend/api/routers.py b/backend/api/routers.py index 503720b..3df8062 100644 --- a/backend/api/routers.py +++ b/backend/api/routers.py @@ -50,6 +50,7 @@ router.register(r"api/languages_proficiencies", LanguagesProficiencyViewSet) router.register(r"api/files", FileViewSet) router.register(r"api/skills", SkillsViewSet) +router.register(r"api/softskills", SoftSkillsViewSet) router.register(r"api/status", StatusViewSet) router.register(r"api/work_models", WorkModelsViewSet) router.register(r"api/work_permits", WorkPermitsViewSet) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index b7f1318..9e2ecc3 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -66,6 +66,13 @@ class Meta: many = True +class SoftSkillsSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = SoftSkills + fields = "__all__" + many = True + + class StatusSerializer(serializers.HyperlinkedModelSerializer): class Meta: model = Status diff --git a/backend/api/views.py b/backend/api/views.py index d39083b..ddf3cf6 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -10,7 +10,7 @@ from api.models import CandidatesDocuments from api.services import ( apply_supabase_id_to_users_tables, - authorize_invte, + authorize_invite, gotrue_auth_request, update_user_password, ) @@ -63,6 +63,11 @@ class SkillsViewSet(viewsets.ModelViewSet): serializer_class = model_serializers.SkillsSerializer +class SoftSkillsViewSet(viewsets.ModelViewSet): + queryset = model_serializers.SoftSkills.objects.all() + serializer_class = model_serializers.SoftSkillsSerializer + + class StatusViewSet(viewsets.ModelViewSet): queryset = model_serializers.Status.objects.all() serializer_class = model_serializers.StatusSerializer @@ -94,6 +99,8 @@ def post(self, request): class SignupView(APIView): def post(self, request): + required_fields = ["password", "first_name", "last_name", "email"] + request_payload = request.data # Verify it's a valid request @@ -129,17 +136,20 @@ def post(self, request): status.HTTP_401_UNAUTHORIZED, ) - if "password" not in request_payload.keys(): - return Response( - { - "error": "invalid body", - "error_detail": "Can't signup, no password present in body", - }, - status.HTTP_401_UNAUTHORIZED, - ) + for field in required_fields: + if field not in request_payload.keys(): + return Response( + { + "error": "invalid body", + "error_detail": f"Can't signup, no {field} present in body", + }, + status.HTTP_401_UNAUTHORIZED, + ) + # make the request response_payload, status_code = gotrue_auth_request(request) + # Post signup if "user" in response_payload.keys(): apply_supabase_id_to_users_tables(response_payload) response_payload = auth_token.format_token(response_payload) @@ -147,7 +157,14 @@ def post(self, request): response_payload["access_token"], request.data["password"] ) - print(response_update_password) + if response_update_password.status_code != 200: + return Response( + { + "error": "Could not set password", + "error_detail": Response.text, + }, + status.HTTP_401_UNAUTHORIZED, + ) return Response(response_payload, status=status_code) @@ -180,7 +197,7 @@ def post(self, request): status.HTTP_400_BAD_REQUEST, ) - if not authorize_invte(request.headers["Authorization"]): + if not authorize_invite(request.headers["Authorization"]): return Response( { "error": "Not authorized", From a8306fd10aedaff6a690cd6893bf442b44e359ca Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Thu, 12 Oct 2023 17:34:30 +0200 Subject: [PATCH 030/138] Modified return token for the respective table id instead of supabase id --- backend/api/auth_token.py | 111 +++++++++++++++++++++++++++++++ backend/api/model_serializers.py | 34 ---------- backend/api/models.py | 42 ++++++------ backend/api/services.py | 59 +++++++++++++++- backend/api/views.py | 11 +-- 5 files changed, 197 insertions(+), 60 deletions(-) create mode 100644 backend/api/auth_token.py delete mode 100644 backend/api/model_serializers.py diff --git a/backend/api/auth_token.py b/backend/api/auth_token.py new file mode 100644 index 0000000..81437a8 --- /dev/null +++ b/backend/api/auth_token.py @@ -0,0 +1,111 @@ +import json +import os + +import jwt +import requests + +from api.models import SupabaseIdToUserIds +from api.auth_models import RefreshTokens +from api import services +from rest_framework import status + +JWT_SECRET_KEY = os.environ["JWT_SECRET_KEY"] + + +def authenticate_access_token(token: str) -> json: + """Authenticates the token using the JWT key + + Args: + token (str): the JWT token + + Returns: + json: returns a JSON with the token in case it is valid, otherwise returns a JSON with error + """ + if token[0:6] in ["Bearer", "bearer"]: + token = token[7:] + + try: + decoded_token = jwt.decode( + token, + JWT_SECRET_KEY, + algorithms=["HS256"], + audience=["authenticated"], + ) + except jwt.exceptions.ExpiredSignatureError as err: + # If jwt.decode reaches ExpiredSignatureError means the signature is valid but has expired + return refresh_expired_token(token) + except Exception as error: + return error + + return decoded_token + + +def refresh_expired_token(token: str) -> json: + """Refreshes the access token if it has expired + + Should only be called if the token signature is already verified. + + Args: + token (str): the expired and but valid JWT token + """ + decoded_jwt = jwt.decode( + token, algorithms=["HS256"], options={"verify_signature": False} + ) + + access_token = decoded_jwt["session_id"] + try: + refresh_token = RefreshTokens.objects.get( + session_id=access_token, revoked=False + ).token + + except RefreshTokens.DoesNotExist: + refresh_token = { + "error": "Not authorized", + "error_description": "Bearer token does not have a valid refresh token.", + "status_code": status.HTTP_401_UNAUTHORIZED, + } + + try: + request_new_token = requests.Request( + "POST", + "https://127.0.0.1/api/login/", + ) + + request_new_token = request_new_token.prepare() + request_new_token.data = {"refresh_token": refresh_token} + request_new_token.path = "https://127.0.0.1/api/login/" + + new_token, _ = services.gotrue_auth_request(request_new_token) + except Exception as e: + return {"error": "Failed refresh token request", "error_detail": e} + + return new_token + + +def format_token(token: json) -> json: + """Receives a Supabase generated JSON with token and reformats to the apps default + + Args: + token (json): The JSON returned from Supabases gotrue endpoints + + Returns: + json: The formatted JSON + """ + + supabase_user_id = token["user"]["id"] + + id = SupabaseIdToUserIds.objects.get( + supabase_authenticaiton_uuid=supabase_user_id + ).user_id + + new_token = { + "access_token": token["access_token"], + "token_type": token["token_type"], + "expires_in": token["expires_in"], + "expires_at": token["expires_at"], + "role": token["user"]["role"], + "last_sign_in_a": token["token_type"], + "id": id, + } + + return new_token diff --git a/backend/api/model_serializers.py b/backend/api/model_serializers.py deleted file mode 100644 index edcdf46..0000000 --- a/backend/api/model_serializers.py +++ /dev/null @@ -1,34 +0,0 @@ -from api.association_models import * -from api.companies_models import * -from api.models import * -from django.contrib.auth.models import User -from rest_framework import serializers - - -# Serializers define the API representation. -class AuthUserSerializer(serializers.HyperlinkedModelSerializer): - class Meta: - model = AuthUsers - fields = ["id", "email"] - many = True - - -class SkillsSerializer(serializers.HyperlinkedModelSerializer): - class Meta: - model = Skills - fields = ["skill_name"] - many = True - - -class AssociationsSerializer(serializers.HyperlinkedModelSerializer): - class Meta: - model = Associations - fields = ["name", "main_focus", "association_id"] - - -class InvitationSerializer(serializers.HyperlinkedModelSerializer): - association = AssociationsSerializer() - - class Meta: - model = Invitation - fields = "__all__" diff --git a/backend/api/models.py b/backend/api/models.py index 78e4eaa..294d843 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -12,14 +12,14 @@ class AssociationUsers(models.Model): association = models.ForeignKey( "Associations", models.DO_NOTHING, blank=True, null=True ) - association_user_designation = models.CharField(blank=True, null=True) - association_user_first_name = models.CharField(blank=True, null=True) - association_user_last_name = models.CharField(blank=True, null=True) - association_user_preferred_name = models.CharField(blank=True, null=True) - association_user_email = models.CharField(blank=True, null=True) - association_user_phone_number_region = models.IntegerField(blank=True, null=True) - association_user_phone_number = models.IntegerField(blank=True, null=True) - association_user_role = models.IntegerField( + designation = models.CharField(blank=True, null=True) + first_name = models.CharField(blank=True, null=True) + last_name = models.CharField(blank=True, null=True) + preferred_name = models.CharField(blank=True, null=True) + email_adress = models.CharField(blank=True, null=True) + phone_number_region = models.IntegerField(blank=True, null=True) + phone_number = models.IntegerField(blank=True, null=True) + role_inside_association = models.IntegerField( blank=True, null=True, db_comment="Is there a need for RBAC?" ) created_at = models.DateTimeField(auto_now_add=True) @@ -89,9 +89,11 @@ class Candidates(models.Model): models.DO_NOTHING, db_column="invited_by", db_comment="association id", + blank=True, + null=True, ) - accepted_privacy = models.BooleanField() - skip_tutorial = models.BooleanField(default=False) + accepted_privacy = models.BooleanField(blank=True, null=True) + skip_tutorial = models.BooleanField(default=False, blank=True, null=True) last_update = models.DateTimeField(auto_now=True) created_at = models.DateTimeField(auto_now_add=True) @@ -162,7 +164,7 @@ class Companies(models.Model): ) main_contact_first_name = models.CharField() main_contact_last_name = models.CharField() - main_contact_email = models.CharField() + email_adress = models.CharField() main_contact_region_code = models.IntegerField(blank=True, null=True) main_contact_phone_number = models.IntegerField(blank=True, null=True) linkedin_url = models.CharField(blank=True, null=True) @@ -172,6 +174,8 @@ class Companies(models.Model): models.DO_NOTHING, db_column="invited_by", db_comment="association id", + blank=True, + null=True, ) accepted_privacy = models.BooleanField(blank=True, null=True) skip_tutorial = models.BooleanField(blank=True, null=True) @@ -187,15 +191,15 @@ class CompanyUsers(models.Model): subsidiary = models.ForeignKey( "Subsidiaries", models.DO_NOTHING, blank=True, null=True ) - company_user_designation = models.CharField(blank=True, null=True) - company_user_first_name = models.CharField(blank=True, null=True) - company_user_last_name = models.CharField(blank=True, null=True) - company_preferred_name = models.CharField(blank=True, null=True) - company_user_email = models.CharField(blank=True, null=True) - company_user_phone_number_region = models.IntegerField(blank=True, null=True) - company_user_phone_number = models.IntegerField(blank=True, null=True) + designation = models.CharField(blank=True, null=True) + first_name = models.CharField(blank=True, null=True) + last_name = models.CharField(blank=True, null=True) + preferred_name = models.CharField(blank=True, null=True) + email = models.CharField(blank=True, null=True) + hone_number_region = models.IntegerField(blank=True, null=True) + hone_number = models.IntegerField(blank=True, null=True) avatart_url = models.CharField(blank=True, null=True) - company_user_role = models.IntegerField( + role_inside_company = models.IntegerField( blank=True, null=True, db_comment="Is there a need for RBAC?" ) created_at = models.DateTimeField(auto_now_add=True) diff --git a/backend/api/services.py b/backend/api/services.py index c7e7f2d..03b3641 100644 --- a/backend/api/services.py +++ b/backend/api/services.py @@ -6,11 +6,12 @@ from django.http import Http404 from api import auth_token -from api.auth_models import AuthUsers from rest_framework import status from api.models import SupabaseIdToUserIds +from api.models import Candidates, AssociationUsers, CompanyUsers + logging.basicConfig( level=int(os.environ["LOGGING_LEVEL"]), filename="logs/services.log" @@ -22,6 +23,15 @@ def gotrue_auth_request(request: requests) -> dict: + """ + Sends an authentication request to the Supabase server. + + Args: + request (requests): A request object containing the data to be sent. + + Returns: + dict: A dictionary containing the response payload and status code. + """ request_url = SUPABASE_AUTH_URL # Common for all Requests @@ -79,6 +89,18 @@ def gotrue_auth_request(request: requests) -> dict: def update_user_password(token: json, password: str) -> requests.Request: + """ + Update user password. + + :param token: JSON Web Token (JWT) for authentication. + :type token: json + + :param password: New password to be set. + :type password: str + + :return: Response object containing the updated user information. + :rtype: requests.Request + """ headers_list = { "apikey": SUPABASE_PUBLIC_APIKEY, "Authorization": "bearer " + token, @@ -96,7 +118,7 @@ def update_user_password(token: json, password: str) -> requests.Request: return response -def authorize_invte(jwt: json) -> bool: +def authorize_invite(jwt: json) -> bool: """Receives a jwt token key, decodes it and checks if the user is authorized to invite members Args: @@ -129,7 +151,38 @@ def apply_supabase_id_to_users_tables(payload: json) -> None: None """ + match payload["user"]["role"]: + case "candidate": + user_model = Candidates + case "company_user": + user_model = CompanyUsers + case "association_user": + user_model = AssociationUsers + role = payload["user"]["role"] supabase_user_id = payload["user"]["id"] - SupabaseIdToUserIds(supabase_authenticaiton_uuid=supabase_user_id, role=role).save() + user_id = user_model.objects.filter( + supabase_authenticaiton_uuid=supabase_user_id + ).values_list("pk", flat=True)[0] + + SupabaseIdToUserIds( + supabase_authenticaiton_uuid=supabase_user_id, role=role, user_id=user_id + ).save() + + +def create_user_in_respective_table(request_payload, response_payload) -> json: + match response_payload["user"]["role"]: + case "candidate": + user_model = Candidates + case "company_user": + user_model = CompanyUsers + case "association_user": + user_model = AssociationUsers + + user_model.objects.create( + first_name=request_payload["first_name"], + last_name=request_payload["last_name"], + email_adress=request_payload["email"], + supabase_authenticaiton_uuid=response_payload["user"]["id"], + ) diff --git a/backend/api/views.py b/backend/api/views.py index ddf3cf6..e26b5ef 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -13,6 +13,7 @@ authorize_invite, gotrue_auth_request, update_user_password, + create_user_in_respective_table, ) from rest_framework import serializers, viewsets, status @@ -151,6 +152,7 @@ def post(self, request): # Post signup if "user" in response_payload.keys(): + create_user_in_respective_table(request_payload, response_payload) apply_supabase_id_to_users_tables(response_payload) response_payload = auth_token.format_token(response_payload) response_update_password = update_user_password( @@ -209,11 +211,12 @@ def post(self, request): response_payload, status_code = gotrue_auth_request(request) # Insert into conection table - AuthUsers.objects.filter(pk=response_payload["id"]).update( - role=request_payload["role"] - ) + if "id" in response_payload: + AuthUsers.objects.filter(pk=response_payload["id"]).update( + role=request_payload["role"] + ) - response_payload["role"] = request_payload["role"] + response_payload["role"] = request_payload["role"] return Response(response_payload, status=status_code) From 73eb07b235424923774d686ff2a67c6691d4f72e Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Thu, 12 Oct 2023 17:39:48 +0200 Subject: [PATCH 031/138] Added swagger as default page --- backend/shift_3_womenpp/urls.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/backend/shift_3_womenpp/urls.py b/backend/shift_3_womenpp/urls.py index b792699..5bcbbf1 100644 --- a/backend/shift_3_womenpp/urls.py +++ b/backend/shift_3_womenpp/urls.py @@ -13,11 +13,11 @@ # Wire up our API using automatic URL routing. # Additionally, we include login URLs for the browsable API. urlpatterns = [ - path("", include(api_view_router.urls)), path("admin/", admin.site.urls), path("api-auth/", include("rest_framework.urls", namespace="rest_framework")), path("api/schema/", SpectacularAPIView.as_view(), name="schema"), - path("api/docs/", SpectacularSwaggerView.as_view(url_name="schema"), name="docs"), + path("", SpectacularSwaggerView.as_view(url_name="schema"), name="docs"), + path("", include(api_view_router.urls)), ] urlpatterns += staticfiles_urlpatterns() From bbd43e17ecf448439f709f97624273e89a742e40 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Thu, 12 Oct 2023 18:19:52 +0200 Subject: [PATCH 032/138] Added personalities and values endpoints --- backend/api/routers.py | 5 ++++- backend/api/serializers.py | 14 ++++++++++++++ backend/api/views.py | 10 ++++++++++ 3 files changed, 28 insertions(+), 1 deletion(-) diff --git a/backend/api/routers.py b/backend/api/routers.py index 3df8062..590499b 100644 --- a/backend/api/routers.py +++ b/backend/api/routers.py @@ -48,9 +48,12 @@ router.register(r"api/invitations", InvitationsViewSet) router.register(r"api/languages", LanguagesViewSet) router.register(r"api/languages_proficiencies", LanguagesProficiencyViewSet) -router.register(r"api/files", FileViewSet) +router.register(r"api/personalities", PersonalitiesViewSet) router.register(r"api/skills", SkillsViewSet) router.register(r"api/softskills", SoftSkillsViewSet) router.register(r"api/status", StatusViewSet) +router.register(r"api/values", ListValuesViewSet) router.register(r"api/work_models", WorkModelsViewSet) router.register(r"api/work_permits", WorkPermitsViewSet) + +router.register(r"api/files", FileViewSet) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 9e2ecc3..e80006c 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -59,6 +59,13 @@ class Meta: fields = "__all__" +class PersonalitiesSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Personalities + fields = "__all__" + many = True + + class SkillsSerializer(serializers.HyperlinkedModelSerializer): class Meta: model = Skills @@ -80,6 +87,13 @@ class Meta: many = True +class ListValuesSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = ListValues + fields = "__all__" + many = True + + class WorkPermitsSerializer(serializers.HyperlinkedModelSerializer): class Meta: model = WorkPermits diff --git a/backend/api/views.py b/backend/api/views.py index e26b5ef..38a4d7f 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -59,6 +59,11 @@ class InvitationsViewSet(viewsets.ModelViewSet): serializer_class = model_serializers.InvitationSerializer +class PersonalitiesViewSet(viewsets.ModelViewSet): + queryset = model_serializers.Personalities.objects.all() + serializer_class = model_serializers.PersonalitiesSerializer + + class SkillsViewSet(viewsets.ModelViewSet): queryset = model_serializers.Skills.objects.all() serializer_class = model_serializers.SkillsSerializer @@ -74,6 +79,11 @@ class StatusViewSet(viewsets.ModelViewSet): serializer_class = model_serializers.StatusSerializer +class ListValuesViewSet(viewsets.ModelViewSet): + queryset = model_serializers.ListValues.objects.all() + serializer_class = model_serializers.ListValuesSerializer + + class WorkModelsViewSet(viewsets.ModelViewSet): queryset = model_serializers.WorkModels.objects.all() serializer_class = model_serializers.WorkModelsSerializer From 6449523cb767d50e342f684f60c03ea266bbacb7 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Thu, 12 Oct 2023 18:44:39 +0200 Subject: [PATCH 033/138] Backend (#37) --- backend/.dockerignore | 2 +- backend/.env.template | 6 +- backend/api/auth_token.py | 111 ++++++++++++++++ backend/api/middleware.py | 5 +- backend/api/models.py | 62 +++++---- backend/api/routers.py | 22 +++- backend/api/serializers.py | 85 ++++++++++++- backend/api/services.py | 175 ++++++++++++++++++------- backend/api/views.py | 191 ++++++++++++++++++++++++++-- backend/shift_3_womenpp/settings.py | 5 +- backend/shift_3_womenpp/urls.py | 12 +- 11 files changed, 581 insertions(+), 95 deletions(-) create mode 100644 backend/api/auth_token.py diff --git a/backend/.dockerignore b/backend/.dockerignore index e1cb16a..8a5d726 100644 --- a/backend/.dockerignore +++ b/backend/.dockerignore @@ -1,4 +1,4 @@ -# Include any files or directories that you don't want to be copied to your +code .egg# Include any files or directories that you don't want to be copied to your # container here (e.g., local build artifacts, temporary files, etc.). # # For more help, visit the .dockerignore file reference guide at diff --git a/backend/.env.template b/backend/.env.template index c5ab2b9..8eb79dc 100644 --- a/backend/.env.template +++ b/backend/.env.template @@ -7,6 +7,7 @@ POSTGRES_PORT = # Supabase - Used for authentication SUPABAE_PUBLIC_APIKEY = +SUPABASE_SERVICE_ROLE_APIKEY = SUPABASE_BASE_URL = SUPABASE_AUTH_URL = @@ -18,4 +19,7 @@ GOOGLE_APPLICATION_CREDENTIALS = "secrets/enter-gcp-key.json" # Python configs #https://docs.python.org/3/library/logging.html#logging-levels -LOGGING_LEVEL = # use numeric value from table in the link above \ No newline at end of file +LOGGING_LEVEL = # use numeric value from table in the link above + +# Project variables +POSSIBLE_ROLES = diff --git a/backend/api/auth_token.py b/backend/api/auth_token.py new file mode 100644 index 0000000..81437a8 --- /dev/null +++ b/backend/api/auth_token.py @@ -0,0 +1,111 @@ +import json +import os + +import jwt +import requests + +from api.models import SupabaseIdToUserIds +from api.auth_models import RefreshTokens +from api import services +from rest_framework import status + +JWT_SECRET_KEY = os.environ["JWT_SECRET_KEY"] + + +def authenticate_access_token(token: str) -> json: + """Authenticates the token using the JWT key + + Args: + token (str): the JWT token + + Returns: + json: returns a JSON with the token in case it is valid, otherwise returns a JSON with error + """ + if token[0:6] in ["Bearer", "bearer"]: + token = token[7:] + + try: + decoded_token = jwt.decode( + token, + JWT_SECRET_KEY, + algorithms=["HS256"], + audience=["authenticated"], + ) + except jwt.exceptions.ExpiredSignatureError as err: + # If jwt.decode reaches ExpiredSignatureError means the signature is valid but has expired + return refresh_expired_token(token) + except Exception as error: + return error + + return decoded_token + + +def refresh_expired_token(token: str) -> json: + """Refreshes the access token if it has expired + + Should only be called if the token signature is already verified. + + Args: + token (str): the expired and but valid JWT token + """ + decoded_jwt = jwt.decode( + token, algorithms=["HS256"], options={"verify_signature": False} + ) + + access_token = decoded_jwt["session_id"] + try: + refresh_token = RefreshTokens.objects.get( + session_id=access_token, revoked=False + ).token + + except RefreshTokens.DoesNotExist: + refresh_token = { + "error": "Not authorized", + "error_description": "Bearer token does not have a valid refresh token.", + "status_code": status.HTTP_401_UNAUTHORIZED, + } + + try: + request_new_token = requests.Request( + "POST", + "https://127.0.0.1/api/login/", + ) + + request_new_token = request_new_token.prepare() + request_new_token.data = {"refresh_token": refresh_token} + request_new_token.path = "https://127.0.0.1/api/login/" + + new_token, _ = services.gotrue_auth_request(request_new_token) + except Exception as e: + return {"error": "Failed refresh token request", "error_detail": e} + + return new_token + + +def format_token(token: json) -> json: + """Receives a Supabase generated JSON with token and reformats to the apps default + + Args: + token (json): The JSON returned from Supabases gotrue endpoints + + Returns: + json: The formatted JSON + """ + + supabase_user_id = token["user"]["id"] + + id = SupabaseIdToUserIds.objects.get( + supabase_authenticaiton_uuid=supabase_user_id + ).user_id + + new_token = { + "access_token": token["access_token"], + "token_type": token["token_type"], + "expires_in": token["expires_in"], + "expires_at": token["expires_at"], + "role": token["user"]["role"], + "last_sign_in_a": token["token_type"], + "id": id, + } + + return new_token diff --git a/backend/api/middleware.py b/backend/api/middleware.py index 12e64e4..ce8ad44 100644 --- a/backend/api/middleware.py +++ b/backend/api/middleware.py @@ -2,16 +2,16 @@ import os import logging -import jwt -import requests from dotenv import load_dotenv from api.auth_models import RefreshTokens +from api.auth_token import authenticate_access_token from api.services import gotrue_auth_request from rest_framework import status load_dotenv() + JWT_SECRET_KEY = os.environ["JWT_SECRET_KEY"] logging.basicConfig( @@ -28,7 +28,6 @@ def __call__(self, request): if "Authorization" in request.headers: decoded_token = authenticate_access_token(request.headers["Authorization"]) logging.debug("Updated request token", decoded_token) - logging.debug("decoded_token", decoded_token) if not "error" in decoded_token.keys(): request.META["Authorization"] = decoded_token diff --git a/backend/api/models.py b/backend/api/models.py index 4adbb78..b8e9782 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -8,17 +8,18 @@ class AssociationUsers(models.Model): association_user_id = models.AutoField(primary_key=True) + supabase_authenticaiton_uuid = models.UUIDField() association = models.ForeignKey( "Associations", models.DO_NOTHING, blank=True, null=True ) - association_user_designation = models.CharField(blank=True, null=True) - association_user_first_name = models.CharField(blank=True, null=True) - association_user_last_name = models.CharField(blank=True, null=True) - association_user_preferred_name = models.CharField(blank=True, null=True) - association_user_email = models.CharField(blank=True, null=True) - association_user_phone_number_region = models.IntegerField(blank=True, null=True) - association_user_phone_number = models.IntegerField(blank=True, null=True) - association_user_role = models.IntegerField( + designation = models.CharField(blank=True, null=True) + first_name = models.CharField(blank=True, null=True) + last_name = models.CharField(blank=True, null=True) + preferred_name = models.CharField(blank=True, null=True) + email_adress = models.CharField(blank=True, null=True) + phone_number_region = models.IntegerField(blank=True, null=True) + phone_number = models.IntegerField(blank=True, null=True) + role_inside_association = models.IntegerField( blank=True, null=True, db_comment="Is there a need for RBAC?" ) created_at = models.DateTimeField(auto_now_add=True) @@ -29,6 +30,7 @@ class Meta: class Associations(models.Model): association_id = models.AutoField(primary_key=True) + supabase_authenticaiton_uuid = models.UUIDField() name = models.CharField(max_length=DEFAULT_MAX_LENGTH) url_homepage = models.CharField(max_length=DEFAULT_MAX_LENGTH) main_focus = models.TextField(blank=True, null=True) @@ -87,9 +89,11 @@ class Candidates(models.Model): models.DO_NOTHING, db_column="invited_by", db_comment="association id", + blank=True, + null=True, ) - accepted_privacy = models.BooleanField() - skip_tutorial = models.BooleanField(default=False) + accepted_privacy = models.BooleanField(blank=True, null=True) + skip_tutorial = models.BooleanField(default=False, blank=True, null=True) last_update = models.DateTimeField(auto_now=True) created_at = models.DateTimeField(auto_now_add=True) @@ -154,12 +158,13 @@ class Meta: class Companies(models.Model): company_id = models.AutoField(primary_key=True) + supabase_authenticaiton_uuid = models.UUIDField() values = models.TextField( blank=True, null=True, db_comment="Values is what is important to the company" ) main_contact_first_name = models.CharField() main_contact_last_name = models.CharField() - main_contact_email = models.CharField() + email_adress = models.CharField() main_contact_region_code = models.IntegerField(blank=True, null=True) main_contact_phone_number = models.IntegerField(blank=True, null=True) linkedin_url = models.CharField(blank=True, null=True) @@ -169,6 +174,8 @@ class Companies(models.Model): models.DO_NOTHING, db_column="invited_by", db_comment="association id", + blank=True, + null=True, ) accepted_privacy = models.BooleanField(blank=True, null=True) skip_tutorial = models.BooleanField(blank=True, null=True) @@ -180,18 +187,19 @@ class Meta: class CompanyUsers(models.Model): company_user_id = models.AutoField(primary_key=True) + supabase_authenticaiton_uuid = models.UUIDField() subsidiary = models.ForeignKey( "Subsidiaries", models.DO_NOTHING, blank=True, null=True ) - company_user_designation = models.CharField(blank=True, null=True) - company_user_first_name = models.CharField(blank=True, null=True) - company_user_last_name = models.CharField(blank=True, null=True) - company_preferred_name = models.CharField(blank=True, null=True) - company_user_email = models.CharField(blank=True, null=True) - company_user_phone_number_region = models.IntegerField(blank=True, null=True) - company_user_phone_number = models.IntegerField(blank=True, null=True) + designation = models.CharField(blank=True, null=True) + first_name = models.CharField(blank=True, null=True) + last_name = models.CharField(blank=True, null=True) + preferred_name = models.CharField(blank=True, null=True) + email = models.CharField(blank=True, null=True) + hone_number_region = models.IntegerField(blank=True, null=True) + hone_number = models.IntegerField(blank=True, null=True) avatart_url = models.CharField(blank=True, null=True) - company_user_role = models.IntegerField( + role_inside_company = models.IntegerField( blank=True, null=True, db_comment="Is there a need for RBAC?" ) created_at = models.DateTimeField(auto_now_add=True) @@ -311,8 +319,12 @@ class Meta: class Countries(models.Model): contry_id = models.AutoField(primary_key=True) country_name_in_english = models.CharField(max_length=DEFAULT_MAX_LENGTH) - country_name_in_native_language = models.CharField(max_length=DEFAULT_MAX_LENGTH) - country_it_code = models.CharField(max_length=DEFAULT_MAX_LENGTH) + country_name_in_native_language = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) + country_it_code = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + ) class Meta: db_table = "countries" @@ -427,4 +439,10 @@ class WorkPermits(models.Model): type_work_permit = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: - db_table = "work_permits" + db_table = "work_permits + + +class SupabaseIdToUserIds(models.Model): + supabase_authenticaiton_uuid = models.UUIDField() + user_id = models.IntegerField(blank=True, null=True) + role = models.CharField(max_length=DEFAULT_MAX_LENGTH) diff --git a/backend/api/routers.py b/backend/api/routers.py index 7129361..3263d4f 100644 --- a/backend/api/routers.py +++ b/backend/api/routers.py @@ -30,14 +30,30 @@ "view": InviteView.as_view(), "name": "invite", }, + { + "route": "api/verify/", + "view": SignupView.as_view(), + "name": "invite", + }, + ] # Normal router setup, including list and registering ViewSets router = APIRouter(singleViews=singleViews) -router.register(r"api/auth_users", AuthUserViewSet) -router.register(r"api/skills", SkillsViewSet) -router.register(r"api/invitations", InvitationsViewSet) router.register(r"api/associations", AssociationsViewSet) +router.register(r"api/auth_users", AuthUserViewSet) router.register(r"api/candidates", CandidatesViewSet) +router.register(r"api/cantons", CantonsViewSet) +router.register(r"api/countries", CountriesViewSet) +router.register(r"api/invitations", InvitationsViewSet) +router.register(r"api/languages", LanguagesViewSet) +router.register(r"api/languages_proficiencies", LanguagesProficiencyViewSet) +router.register(r"api/personalities", PersonalitiesViewSet) +router.register(r"api/skills", SkillsViewSet) +router.register(r"api/softskills", SoftSkillsViewSet) +router.register(r"api/status", StatusViewSet) +router.register(r"api/values", ListValuesViewSet) +router.register(r"api/work_models", WorkModelsViewSet) +router.register(r"api/work_permits", WorkPermitsViewSet) router.register(r"api/files", FileViewSet) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 5f08ed3..4263995 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -12,17 +12,43 @@ class Meta: many = True -class SkillsSerializer(serializers.HyperlinkedModelSerializer): +class AssociationsSerializer(serializers.HyperlinkedModelSerializer): class Meta: - model = Skills + model = Associations + fields = ["name", "main_focus", "association_id"] + + +class CantonsSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Cantons fields = "__all__" many = True -class AssociationsSerializer(serializers.HyperlinkedModelSerializer): +class CountriesSerializer(serializers.HyperlinkedModelSerializer): class Meta: - model = Associations - fields = ["name", "main_focus", "association_id"] + model = Countries + fields = ["country_name_in_english"] + many = True + + +class CandidatesSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Candidates + fields = "__all__" + many = True + + +class LanguagesSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Languages + fields = "__all__" + + +class LanguagesProficiencySerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = LanguagesProficiency + fields = "__all__" class CandidatesSerializer(serializers.HyperlinkedModelSerializer): @@ -38,3 +64,52 @@ class InvitationSerializer(serializers.HyperlinkedModelSerializer): class Meta: model = Invitation fields = "__all__" + + +class PersonalitiesSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Personalities + fields = "__all__" + many = True + + +class SkillsSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Skills + fields = "__all__" + many = True + + +class SoftSkillsSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = SoftSkills + fields = "__all__" + many = True + + +class StatusSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Status + fields = "__all__" + many = True + + +class ListValuesSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = ListValues + fields = "__all__" + many = True + + +class WorkPermitsSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = WorkPermits + fields = "__all__" + many = True + + +class WorkModelsSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = WorkModels + fields = "__all__" + many = True diff --git a/backend/api/services.py b/backend/api/services.py index 8eeb91e..f0bea21 100644 --- a/backend/api/services.py +++ b/backend/api/services.py @@ -4,12 +4,18 @@ import requests from django.http import Http404 -from dotenv import load_dotenv -from api.auth_models import AuthUsers +from api import auth_token from rest_framework import status -load_dotenv() +from api.models import SupabaseIdToUserIds + +from api.models import Candidates, AssociationUsers, CompanyUsers + + +logging.basicConfig( + level=int(os.environ["LOGGING_LEVEL"]), filename="logs/services.log" +) logging.basicConfig( level=int(os.environ["LOGGING_LEVEL"]), filename="logs/services.log" @@ -17,15 +23,25 @@ SUPABASE_AUTH_URL = os.environ["SUPABASE_AUTH_URL"] SUPABASE_PUBLIC_APIKEY = os.environ["SUPABAE_PUBLIC_APIKEY"] -JWT_SECRET_KEY = os.environ["JWT_SECRET_KEY"] +SUPABASE_SERVICE_ROLE_APIKEY = os.environ["SUPABASE_SERVICE_ROLE_APIKEY"] def gotrue_auth_request(request: requests) -> dict: + """ + Sends an authentication request to the Supabase server. + + Args: + request (requests): A request object containing the data to be sent. + + Returns: + dict: A dictionary containing the response payload and status code. + """ request_url = SUPABASE_AUTH_URL # Common for all Requests - logging.debug("request at gotrue", request) - payload = request.data + request_payload = request.data + + endpoint = request.path.split("/")[-2] headers_list = { "apikey": SUPABASE_PUBLIC_APIKEY, @@ -35,35 +51,33 @@ def gotrue_auth_request(request: requests) -> dict: if "Authorization" in request.headers.keys(): headers_list["Authorization"] = request.headers["Authorization"] - endpoint = request.path.split("/")[-2] - # Verify typpe of request if endpoint == "login": - if "password" in payload.keys(): + if "password" in request_payload.keys(): request_url += "token?grant_type=password" - elif "refresh_token" in payload.keys(): + elif "refresh_token" in request_payload.keys(): request_url += "token?grant_type=refresh_token" else: return {"error": "Invalid login details"}, status.HTTP_400_BAD_REQUEST - elif endpoint in ["verify", "recover", "logout", "signup"]: + elif endpoint in ["verify", "recover", "logout", "signup", "invite"]: request_url += endpoint - else: raise Http404 - # Validate the signup request - if endpoint == "signup": - response_verification = validate_signup(request, payload) + # Add service key to header, only service roles may send invites + if endpoint == "invite": + headers_list["Authorization"] = "bearer " + SUPABASE_SERVICE_ROLE_APIKEY - if "error" in response_verification: - return response_verification, status.HTTP_401_UNAUTHORIZED + # Add type to signup + if endpoint == "verify": + request_payload["type"] = "signup" # Send request response = requests.request( "POST", request_url, - data=json.dumps(payload), + data=json.dumps(request_payload), headers=headers_list, # ToDo implement true certificate verify=False, @@ -71,35 +85,108 @@ def gotrue_auth_request(request: requests) -> dict: if response.text != "": response_payload = json.loads(response.text) - - if "refresh_token" in response_payload.keys(): - del response_payload["refresh_token"] else: response_payload = {} + # Assign roles in case of invite return response_payload, response.status_code -def validate_signup(request: requests, payload: json) -> json: - if "token" in payload.keys(): - try: - UserSigningUp = AuthUsers.objects.get(confirmation_token=payload["token"]) - except AuthUsers.DoesNotExist: - return { - "error": "invalid_token", - "error_detail": "Can't signup, the provided token is not associated with any account.", - } - - if UserSigningUp.email != payload["email"]: - return { - "error": "invalid_token", - "error_detail": "Can't signup, the provided email does not match the email associated with this token.", - } - - # If sucessful - return {"token": UserSigningUp.confirmation_token} - else: - return { - "error": "invalid_token", - "error_detail": "Can't signup, no token present in body", - } +def update_user_password(token: json, password: str) -> requests.Request: + """ + Update user password. + + :param token: JSON Web Token (JWT) for authentication. + :type token: json + + :param password: New password to be set. + :type password: str + + :return: Response object containing the updated user information. + :rtype: requests.Request + """ + headers_list = { + "apikey": SUPABASE_PUBLIC_APIKEY, + "Authorization": "bearer " + token, + } + + response = requests.request( + "PUT", + SUPABASE_AUTH_URL + "user", + data=json.dumps({"password": password}), + headers=headers_list, + # ToDo implement true certificate + verify=False, + ) + + return response + + +def authorize_invite(jwt: json) -> bool: + """Receives a jwt token key, decodes it and checks if the user is authorized to invite members + + Args: + jwt (json): encrypted JWT token + + Returns: + bool: Returns true if the user might invite others + """ + + decoded_token = auth_token.authenticate_access_token(jwt) + permitted_users = ["association", "admin", "service_role"] + if "user" in decoded_token.keys(): + if decoded_token["user"]["role"] in permitted_users: + return True + + if "role" in decoded_token.keys(): + if decoded_token["role"] in permitted_users: + return True + + return False + + +def apply_supabase_id_to_users_tables(payload: json) -> None: + """Apply the id from the schema auth.auth_users to the tables public + + Args: + payload (json): payload from database signup + + Returns: + None + """ + + match payload["user"]["role"]: + case "candidate": + user_model = Candidates + case "company_user": + user_model = CompanyUsers + case "association_user": + user_model = AssociationUsers + + role = payload["user"]["role"] + supabase_user_id = payload["user"]["id"] + + user_id = user_model.objects.filter( + supabase_authenticaiton_uuid=supabase_user_id + ).values_list("pk", flat=True)[0] + + SupabaseIdToUserIds( + supabase_authenticaiton_uuid=supabase_user_id, role=role, user_id=user_id + ).save() + + +def create_user_in_respective_table(request_payload, response_payload) -> json: + match response_payload["user"]["role"]: + case "candidate": + user_model = Candidates + case "company_user": + user_model = CompanyUsers + case "association_user": + user_model = AssociationUsers + + user_model.objects.create( + first_name=request_payload["first_name"], + last_name=request_payload["last_name"], + email_adress=request_payload["email"], + supabase_authenticaiton_uuid=response_payload["user"]["id"], + ) diff --git a/backend/api/views.py b/backend/api/views.py index 605779f..38a4d7f 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -1,23 +1,42 @@ +import os from django.db import models from rest_framework.response import Response from rest_framework.views import APIView +import json from api import serializers as model_serializers -from api.auth_models import RefreshTokens +from api.auth_models import AuthUsers, RefreshTokens +from api import auth_token from api.models import CandidatesDocuments -from api.services import gotrue_auth_request -from rest_framework import serializers, viewsets +from api.services import ( + apply_supabase_id_to_users_tables, + authorize_invite, + gotrue_auth_request, + update_user_password, + create_user_in_respective_table, +) +from rest_framework import serializers, viewsets, status + +POSSIBLE_ROLES = json.loads(os.environ["POSSIBLE_ROLES"]) +SUPABASE_SERVICE_ROLE_APIKEY = os.environ["SUPABASE_SERVICE_ROLE_APIKEY"] class AuthUserViewSet(viewsets.ModelViewSet): + http_method_names = ["get"] + model_serializers.AuthUsers.objects.using("auth") queryset = model_serializers.AuthUsers.objects.all() serializer_class = model_serializers.AuthUserSerializer -class SkillsViewSet(viewsets.ModelViewSet): - queryset = model_serializers.Skills.objects.all() - serializer_class = model_serializers.SkillsSerializer +class CantonsViewSet(viewsets.ModelViewSet): + queryset = model_serializers.Cantons.objects.all() + serializer_class = model_serializers.CantonsSerializer + + +class CountriesViewSet(viewsets.ModelViewSet): + queryset = model_serializers.Countries.objects.all() + serializer_class = model_serializers.CountriesSerializer class AssociationsViewSet(viewsets.ModelViewSet): @@ -25,14 +44,61 @@ class AssociationsViewSet(viewsets.ModelViewSet): serializer_class = model_serializers.AssociationsSerializer +class LanguagesViewSet(viewsets.ModelViewSet): + queryset = model_serializers.Languages.objects.all() + serializer_class = model_serializers.LanguagesSerializer + + +class LanguagesProficiencyViewSet(viewsets.ModelViewSet): + queryset = model_serializers.LanguagesProficiency.objects.all() + serializer_class = model_serializers.LanguagesProficiencySerializer + + class InvitationsViewSet(viewsets.ModelViewSet): queryset = model_serializers.Invitation.objects.all() serializer_class = model_serializers.InvitationSerializer +class PersonalitiesViewSet(viewsets.ModelViewSet): + queryset = model_serializers.Personalities.objects.all() + serializer_class = model_serializers.PersonalitiesSerializer + + +class SkillsViewSet(viewsets.ModelViewSet): + queryset = model_serializers.Skills.objects.all() + serializer_class = model_serializers.SkillsSerializer + + +class SoftSkillsViewSet(viewsets.ModelViewSet): + queryset = model_serializers.SoftSkills.objects.all() + serializer_class = model_serializers.SoftSkillsSerializer + + +class StatusViewSet(viewsets.ModelViewSet): + queryset = model_serializers.Status.objects.all() + serializer_class = model_serializers.StatusSerializer + + +class ListValuesViewSet(viewsets.ModelViewSet): + queryset = model_serializers.ListValues.objects.all() + serializer_class = model_serializers.ListValuesSerializer + + +class WorkModelsViewSet(viewsets.ModelViewSet): + queryset = model_serializers.WorkModels.objects.all() + serializer_class = model_serializers.WorkModelsSerializer + + +class WorkPermitsViewSet(viewsets.ModelViewSet): + queryset = model_serializers.WorkPermits.objects.all() + serializer_class = model_serializers.WorkPermitsSerializer + + class LoginView(APIView): def post(self, request): payload, status_code = gotrue_auth_request(request) + if "error" not in payload: + payload = auth_token.format_token(payload) return Response(payload, status=status_code) @@ -44,8 +110,75 @@ def post(self, request): class SignupView(APIView): def post(self, request): - payload, status_code = gotrue_auth_request(request) - return Response(payload, status=status_code) + required_fields = ["password", "first_name", "last_name", "email"] + + request_payload = request.data + + # Verify it's a valid request + if "token" in request_payload.keys(): + try: + UserSigningUp = AuthUsers.objects.get( + confirmation_token=request_payload["token"] + ) + + except AuthUsers.DoesNotExist: + return Response( + { + "error": "invalid_token", + "error_detail": "Can't signup, the provided token is not associated with any account.", + }, + status=status.HTTP_400_BAD_REQUEST, + ) + + if UserSigningUp.email != request_payload["email"]: + return Response( + { + "error": "invalid_token", + "error_detail": "Can't signup, the provided email does not match the email associated with this token.", + }, + status=status.HTTP_401_UNAUTHORIZED, + ) + else: + return Response( + { + "error": "invalid_token", + "error_detail": "Can't signup, no token present in body", + }, + status.HTTP_401_UNAUTHORIZED, + ) + + for field in required_fields: + if field not in request_payload.keys(): + return Response( + { + "error": "invalid body", + "error_detail": f"Can't signup, no {field} present in body", + }, + status.HTTP_401_UNAUTHORIZED, + ) + + # make the request + response_payload, status_code = gotrue_auth_request(request) + + # Post signup + if "user" in response_payload.keys(): + create_user_in_respective_table(request_payload, response_payload) + apply_supabase_id_to_users_tables(response_payload) + response_payload = auth_token.format_token(response_payload) + response_update_password = update_user_password( + response_payload["access_token"], request.data["password"] + ) + + if response_update_password.status_code != 200: + return Response( + { + "error": "Could not set password", + "error_detail": Response.text, + }, + status.HTTP_401_UNAUTHORIZED, + ) + + return Response(response_payload, status=status_code) class RecoverView(APIView): @@ -56,8 +189,46 @@ def post(self, request): class InviteView(APIView): def post(self, request): - payload, status_code = gotrue_auth_request(request) - return Response(payload, status=status_code) + request_payload = request.data + + if "role" not in request_payload.keys(): + return Response( + { + "error": "Invalid request", + "error detail": "This endpoint requires a role", + }, + status.HTTP_400_BAD_REQUEST, + ) + + if request_payload["role"] not in POSSIBLE_ROLES: + return Response( + { + "error": "Invalid role", + "error detail": f"The provided role is not valid, the valid values are: {POSSIBLE_ROLES}", + }, + status.HTTP_400_BAD_REQUEST, + ) + + if not authorize_invite(request.headers["Authorization"]): + return Response( + { + "error": "Not authorized", + "error detail": "User not authorized to invite members", + }, + status.HTTP_401_UNAUTHORIZED, + ) + + response_payload, status_code = gotrue_auth_request(request) + + # Insert into conection table + if "id" in response_payload: + AuthUsers.objects.filter(pk=response_payload["id"]).update( + role=request_payload["role"] + ) + + response_payload["role"] = request_payload["role"] + + return Response(response_payload, status=status_code) class CandidatesViewSet(viewsets.ModelViewSet): diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index a8e7af6..3ee8c4e 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -207,6 +207,9 @@ "x-requested-with", ] -STATIC_ROOT = path.join(BASE_DIR, "static/") SECURE_PROXY_SSL_HEADER = ("HTTP_X_FORWARDED_PROTO", "https") + +# Project parameters + +STATIC_ROOT = path.join(BASE_DIR, "static/") \ No newline at end of file diff --git a/backend/shift_3_womenpp/urls.py b/backend/shift_3_womenpp/urls.py index 9f001e2..5bcbbf1 100644 --- a/backend/shift_3_womenpp/urls.py +++ b/backend/shift_3_womenpp/urls.py @@ -1,21 +1,23 @@ from django.conf import settings -from django.urls import path, include from django.conf.urls.static import static from django.contrib import admin -from api.routers import * -from drf_spectacular.views import SpectacularAPIView, SpectacularSwaggerView # For Gunicorn to serve static files from django.contrib.staticfiles.urls import staticfiles_urlpatterns +from django.urls import include, path +from drf_spectacular.views import SpectacularAPIView, SpectacularSwaggerView + +from api.routers import router as api_view_router +from api.routers import singleViews # Wire up our API using automatic URL routing. # Additionally, we include login URLs for the browsable API. urlpatterns = [ - path("", include(router.urls)), path("admin/", admin.site.urls), path("api-auth/", include("rest_framework.urls", namespace="rest_framework")), path("api/schema/", SpectacularAPIView.as_view(), name="schema"), - path("api/docs/", SpectacularSwaggerView.as_view(url_name="schema"), name="docs"), + path("", SpectacularSwaggerView.as_view(url_name="schema"), name="docs"), + path("", include(api_view_router.urls)), ] urlpatterns += staticfiles_urlpatterns() From b61ca12a10702ad8387f96fcd06403cd701e71c3 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Thu, 12 Oct 2023 20:24:57 +0200 Subject: [PATCH 034/138] Added restriction for company domains. --- .gitignore | 5 +++++ backend/api/models.py | 9 ++++++++- backend/api/routers.py | 1 + backend/api/serializers.py | 7 +++++++ backend/api/services.py | 36 +++++++++++++++++++++++++++++++++++- backend/api/views.py | 27 +++++++++++++++++++++++++-- 6 files changed, 81 insertions(+), 4 deletions(-) diff --git a/.gitignore b/.gitignore index d823f88..94bc255 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,8 @@ +imported_auth_models.py +old_models.py +csvs_database/ +etc/ +extrac_table.ipynb .vscode api/old_models.py *.bak diff --git a/backend/api/models.py b/backend/api/models.py index 294d843..f87a97a 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -195,7 +195,7 @@ class CompanyUsers(models.Model): first_name = models.CharField(blank=True, null=True) last_name = models.CharField(blank=True, null=True) preferred_name = models.CharField(blank=True, null=True) - email = models.CharField(blank=True, null=True) + email_adress = models.CharField(blank=True, null=True) hone_number_region = models.IntegerField(blank=True, null=True) hone_number = models.IntegerField(blank=True, null=True) avatart_url = models.CharField(blank=True, null=True) @@ -446,3 +446,10 @@ class SupabaseIdToUserIds(models.Model): supabase_authenticaiton_uuid = models.UUIDField() user_id = models.IntegerField(blank=True, null=True) role = models.CharField(max_length=DEFAULT_MAX_LENGTH) + + +class AvailableCompanyDomains(models.Model): + domain = models.CharField(max_length=DEFAULT_MAX_LENGTH) + + def __str__(self) -> str: + return self.domain diff --git a/backend/api/routers.py b/backend/api/routers.py index 590499b..0766035 100644 --- a/backend/api/routers.py +++ b/backend/api/routers.py @@ -40,6 +40,7 @@ # Normal router setup, including list and registering ViewSets router = APIRouter(singleViews=singleViews) +router.register(r"api/company_domains", AvailableCompanyDomainsViewSet) router.register(r"api/associations", AssociationsViewSet) router.register(r"api/auth_users", AuthUserViewSet) router.register(r"api/candidates", CandidatesViewSet) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index e80006c..c4851ca 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -106,3 +106,10 @@ class Meta: model = WorkModels fields = "__all__" many = True + + +class AvailableCompanyDomainsSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = AvailableCompanyDomains + fields = "__all__" + many = True diff --git a/backend/api/services.py b/backend/api/services.py index 03b3641..d264d65 100644 --- a/backend/api/services.py +++ b/backend/api/services.py @@ -10,7 +10,12 @@ from api.models import SupabaseIdToUserIds -from api.models import Candidates, AssociationUsers, CompanyUsers +from api.models import ( + Candidates, + AssociationUsers, + CompanyUsers, + AvailableCompanyDomains, +) logging.basicConfig( @@ -186,3 +191,32 @@ def create_user_in_respective_table(request_payload, response_payload) -> json: email_adress=request_payload["email"], supabase_authenticaiton_uuid=response_payload["user"]["id"], ) + + +def register_company_domain(payload: json) -> json: + if "email" not in payload.keys(): + return { + "error": "Invalid request", + "error detail": "This request requires an email", + "status_code": status.HTTP_400_BAD_REQUEST, + } + + domain_to_insert = payload["email"].split("@")[-1] + + retrieved_domains = AvailableCompanyDomains.objects.filter(domain=domain_to_insert) + + if not len(retrieved_domains): + domain = AvailableCompanyDomains.objects.create(domain=domain_to_insert) + + return {"domain": domain_to_insert, "status_code": status.HTTP_201_CREATED} + + +def is_valid_company_domain(paylaod: json) -> json: + domain = paylaod["email"].split("@")[-1] + + retrieved_domain = AvailableCompanyDomains.objects.filter(domain=domain) + + if retrieved_domain: + return True + + return False diff --git a/backend/api/views.py b/backend/api/views.py index 38a4d7f..373bd43 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -14,7 +14,10 @@ gotrue_auth_request, update_user_password, create_user_in_respective_table, + register_company_domain, + is_valid_company_domain, ) + from rest_framework import serializers, viewsets, status POSSIBLE_ROLES = json.loads(os.environ["POSSIBLE_ROLES"]) @@ -157,14 +160,27 @@ def post(self, request): status.HTTP_401_UNAUTHORIZED, ) + if UserSigningUp.role == "company_user": + if not is_valid_company_domain(request_payload): + return Response( + { + "error": "invalid email", + "error_detail": f"Can't signup, the provided email domain is not valid, please talk to an admin", + }, + status.HTTP_401_UNAUTHORIZED, + ) + # make the request response_payload, status_code = gotrue_auth_request(request) - # Post signup + # If signup is sucessufl if "user" in response_payload.keys(): create_user_in_respective_table(request_payload, response_payload) apply_supabase_id_to_users_tables(response_payload) + # reformat token for FE response_payload = auth_token.format_token(response_payload) + + # Updates user password response_update_password = update_user_password( response_payload["access_token"], request.data["password"] ) @@ -220,7 +236,7 @@ def post(self, request): response_payload, status_code = gotrue_auth_request(request) - # Insert into conection table + # If creation was sucessuful, insert into conection table if "id" in response_payload: AuthUsers.objects.filter(pk=response_payload["id"]).update( role=request_payload["role"] @@ -228,6 +244,8 @@ def post(self, request): response_payload["role"] = request_payload["role"] + register_company_domain(request_payload) + return Response(response_payload, status=status_code) @@ -236,6 +254,11 @@ class CandidatesViewSet(viewsets.ModelViewSet): serializer_class = model_serializers.CandidatesSerializer +class AvailableCompanyDomainsViewSet(viewsets.ModelViewSet): + queryset = model_serializers.AvailableCompanyDomains.objects.all() + serializer_class = model_serializers.AvailableCompanyDomainsSerializer + + # Testing file upload From 184ec9c5edc1539517de58183afcdc2f8bff5f4d Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 13 Oct 2023 16:14:52 +0200 Subject: [PATCH 035/138] Smaill corrections --- backend/api/models.py | 2 +- backend/shift_3_womenpp/settings.py | 4 +++- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/backend/api/models.py b/backend/api/models.py index 2e7998f..f87a97a 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -439,7 +439,7 @@ class WorkPermits(models.Model): type_work_permit = models.CharField(max_length=DEFAULT_MAX_LENGTH) class Meta: - db_table = "work_permits + db_table = "work_permits" class SupabaseIdToUserIds(models.Model): diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index 3ee8c4e..f9d5d0f 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -212,4 +212,6 @@ # Project parameters -STATIC_ROOT = path.join(BASE_DIR, "static/") \ No newline at end of file +STATIC_ROOT = path.join(BASE_DIR, "static/") + +DEFAULT_AUTO_FIELD = "django.db.models.AutoField" From 9593b1f885bb0c835f888d1195fc3af9fcabc25c Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Mon, 16 Oct 2023 13:17:00 +0200 Subject: [PATCH 036/138] Refresh token is now sent to FE --- backend/api/auth_token.py | 12 +++- backend/api/middleware.py | 106 ---------------------------- backend/shift_3_womenpp/settings.py | 2 - 3 files changed, 9 insertions(+), 111 deletions(-) delete mode 100644 backend/api/middleware.py diff --git a/backend/api/auth_token.py b/backend/api/auth_token.py index 81437a8..a281c77 100644 --- a/backend/api/auth_token.py +++ b/backend/api/auth_token.py @@ -94,9 +94,14 @@ def format_token(token: json) -> json: supabase_user_id = token["user"]["id"] - id = SupabaseIdToUserIds.objects.get( + user = SupabaseIdToUserIds.objects.filter( supabase_authenticaiton_uuid=supabase_user_id - ).user_id + ).first() + + if user: + id = user.user_id + else: + id = "No id found in connection table, this is probably an old user." new_token = { "access_token": token["access_token"], @@ -104,8 +109,9 @@ def format_token(token: json) -> json: "expires_in": token["expires_in"], "expires_at": token["expires_at"], "role": token["user"]["role"], - "last_sign_in_a": token["token_type"], + "last_sign_in_at": token["user"]["last_sign_in_at"], "id": id, + "refresh_token": token["refresh_token"], } return new_token diff --git a/backend/api/middleware.py b/backend/api/middleware.py deleted file mode 100644 index ce8ad44..0000000 --- a/backend/api/middleware.py +++ /dev/null @@ -1,106 +0,0 @@ -import json -import os -import logging - -from dotenv import load_dotenv - -from api.auth_models import RefreshTokens -from api.auth_token import authenticate_access_token -from api.services import gotrue_auth_request -from rest_framework import status - -load_dotenv() - - -JWT_SECRET_KEY = os.environ["JWT_SECRET_KEY"] - -logging.basicConfig( - level=int(os.environ["LOGGING_LEVEL"]), - handlers=[logging.FileHandler("logs/middleware.log"), logging.StreamHandler()], -) - - -class RefreshTokenMiddleware: - def __init__(self, get_response): - self.get_response = get_response - - def __call__(self, request): - if "Authorization" in request.headers: - decoded_token = authenticate_access_token(request.headers["Authorization"]) - logging.debug("Updated request token", decoded_token) - if not "error" in decoded_token.keys(): - request.META["Authorization"] = decoded_token - - response = self.get_response(request) - - return response - - -def authenticate_access_token(token: str) -> json: - """Authenticates the token using the JWT key - - Args: - token (str): the JWT token - - Returns: - json: returns a JSON with the token in case it is valid, otherwise returns a JSON with error - """ - if token[0:6] in ["Bearer", "bearer"]: - token = token[7:] - - try: - jwt.decode( - token, - JWT_SECRET_KEY, - algorithms=["HS256"], - audience=["authenticated", "service_role"], - ) - except jwt.exceptions.ExpiredSignatureError as err: - # If jwt.decode reaches ExpiredSignatureError means the signature is valid but has expired - return refresh_expired_token(token) - except Exception as error: - return error - - return token - - -def refresh_expired_token(token: str) -> json: - """Refreshes the access token if it has expired - - Should only be called if the token signature is already verified. - - Args: - token (str): the expired and but valid JWT token - """ - decoded_jwt = jwt.decode( - token, algorithms=["HS256"], options={"verify_signature": False} - ) - - access_token = decoded_jwt["session_id"] - try: - refresh_token = RefreshTokens.objects.get( - session_id=access_token, revoked=False - ).token - - except RefreshTokens.DoesNotExist: - refresh_token = { - "error": "Not authorized", - "error_description": "Bearer token does not have a valid refresh token.", - "status_code": status.HTTP_401_UNAUTHORIZED, - } - - try: - request_new_token = requests.Request( - "POST", - "https://127.0.0.1/api/login/", - ) - - request_new_token = request_new_token.prepare() - request_new_token.data = {"refresh_token": refresh_token} - request_new_token.path = "https://127.0.0.1/api/login/" - - new_token, _ = gotrue_auth_request(request_new_token) - except Exception as e: - return {"error": "Failed refresh token request", "error_detail": e} - - return new_token diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index f9d5d0f..4ad45d7 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -65,8 +65,6 @@ "django.contrib.messages.middleware.MessageMiddleware", "django.middleware.clickjacking.XFrameOptionsMiddleware", "corsheaders.middleware.CorsMiddleware", - # Internal middleware - "api.middleware.RefreshTokenMiddleware", ] ROOT_URLCONF = "shift_3_womenpp.urls" From ddc6f5040bb049ee33e3ff239eea393243a95387 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Mon, 16 Oct 2023 13:17:00 +0200 Subject: [PATCH 037/138] Refresh token is now sent to FE --- backend/api/auth_token.py | 12 +++- backend/api/middleware.py | 106 ---------------------------- backend/shift_3_womenpp/settings.py | 2 - 3 files changed, 9 insertions(+), 111 deletions(-) delete mode 100644 backend/api/middleware.py diff --git a/backend/api/auth_token.py b/backend/api/auth_token.py index 81437a8..a281c77 100644 --- a/backend/api/auth_token.py +++ b/backend/api/auth_token.py @@ -94,9 +94,14 @@ def format_token(token: json) -> json: supabase_user_id = token["user"]["id"] - id = SupabaseIdToUserIds.objects.get( + user = SupabaseIdToUserIds.objects.filter( supabase_authenticaiton_uuid=supabase_user_id - ).user_id + ).first() + + if user: + id = user.user_id + else: + id = "No id found in connection table, this is probably an old user." new_token = { "access_token": token["access_token"], @@ -104,8 +109,9 @@ def format_token(token: json) -> json: "expires_in": token["expires_in"], "expires_at": token["expires_at"], "role": token["user"]["role"], - "last_sign_in_a": token["token_type"], + "last_sign_in_at": token["user"]["last_sign_in_at"], "id": id, + "refresh_token": token["refresh_token"], } return new_token diff --git a/backend/api/middleware.py b/backend/api/middleware.py deleted file mode 100644 index ce8ad44..0000000 --- a/backend/api/middleware.py +++ /dev/null @@ -1,106 +0,0 @@ -import json -import os -import logging - -from dotenv import load_dotenv - -from api.auth_models import RefreshTokens -from api.auth_token import authenticate_access_token -from api.services import gotrue_auth_request -from rest_framework import status - -load_dotenv() - - -JWT_SECRET_KEY = os.environ["JWT_SECRET_KEY"] - -logging.basicConfig( - level=int(os.environ["LOGGING_LEVEL"]), - handlers=[logging.FileHandler("logs/middleware.log"), logging.StreamHandler()], -) - - -class RefreshTokenMiddleware: - def __init__(self, get_response): - self.get_response = get_response - - def __call__(self, request): - if "Authorization" in request.headers: - decoded_token = authenticate_access_token(request.headers["Authorization"]) - logging.debug("Updated request token", decoded_token) - if not "error" in decoded_token.keys(): - request.META["Authorization"] = decoded_token - - response = self.get_response(request) - - return response - - -def authenticate_access_token(token: str) -> json: - """Authenticates the token using the JWT key - - Args: - token (str): the JWT token - - Returns: - json: returns a JSON with the token in case it is valid, otherwise returns a JSON with error - """ - if token[0:6] in ["Bearer", "bearer"]: - token = token[7:] - - try: - jwt.decode( - token, - JWT_SECRET_KEY, - algorithms=["HS256"], - audience=["authenticated", "service_role"], - ) - except jwt.exceptions.ExpiredSignatureError as err: - # If jwt.decode reaches ExpiredSignatureError means the signature is valid but has expired - return refresh_expired_token(token) - except Exception as error: - return error - - return token - - -def refresh_expired_token(token: str) -> json: - """Refreshes the access token if it has expired - - Should only be called if the token signature is already verified. - - Args: - token (str): the expired and but valid JWT token - """ - decoded_jwt = jwt.decode( - token, algorithms=["HS256"], options={"verify_signature": False} - ) - - access_token = decoded_jwt["session_id"] - try: - refresh_token = RefreshTokens.objects.get( - session_id=access_token, revoked=False - ).token - - except RefreshTokens.DoesNotExist: - refresh_token = { - "error": "Not authorized", - "error_description": "Bearer token does not have a valid refresh token.", - "status_code": status.HTTP_401_UNAUTHORIZED, - } - - try: - request_new_token = requests.Request( - "POST", - "https://127.0.0.1/api/login/", - ) - - request_new_token = request_new_token.prepare() - request_new_token.data = {"refresh_token": refresh_token} - request_new_token.path = "https://127.0.0.1/api/login/" - - new_token, _ = gotrue_auth_request(request_new_token) - except Exception as e: - return {"error": "Failed refresh token request", "error_detail": e} - - return new_token diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index f9d5d0f..4ad45d7 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -65,8 +65,6 @@ "django.contrib.messages.middleware.MessageMiddleware", "django.middleware.clickjacking.XFrameOptionsMiddleware", "corsheaders.middleware.CorsMiddleware", - # Internal middleware - "api.middleware.RefreshTokenMiddleware", ] ROOT_URLCONF = "shift_3_womenpp.urls" From d53059954bcde415c38720a45c24c604020f9ddd Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Wed, 18 Oct 2023 14:28:28 +0200 Subject: [PATCH 038/138] Updated CORS headers for deployed app --- backend/shift_3_womenpp/settings.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index 4ad45d7..eee7c23 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -184,6 +184,7 @@ "http://192.168.0.50:3000", # for network "http://localhost:8000", # for localhost (Developlemt) "http://192.168.0.50:8000", # for network (Development) + "https://nextjsapp-iwghenktca-ew.a.run.app", # Deployed app ) CSRF_TRUSTED_ORIGINS = [ @@ -191,6 +192,7 @@ "http://192.168.0.50:3000", # for network "http://localhost:8000", # for localhost (Developlemt) "http://192.168.0.50:8000", # for network (Development) + "https://nextjsapp-iwghenktca-ew.a.run.app", # Deployed app ] CORS_ALLOW_HEADERS = [ @@ -206,7 +208,7 @@ ] -SECURE_PROXY_SSL_HEADER = ("HTTP_X_FORWARDED_PROTO", "https") +# SECURE_PROXY_SSL_HEADER = ("HTTP_X_FORWARDED_PROTO", "https") # Project parameters From a40dd187e3bab4fe1fb3ad3c9d36cfbdc6747f71 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sun, 22 Oct 2023 17:55:35 +0200 Subject: [PATCH 039/138] Remodeled according to Patricia's sheet. --- backend/api/models.py | 117 +++++++++++++++++++++++++----------------- 1 file changed, 71 insertions(+), 46 deletions(-) diff --git a/backend/api/models.py b/backend/api/models.py index f87a97a..98b28ad 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -43,47 +43,59 @@ class Meta: class Candidates(models.Model): candidate_id = models.AutoField(primary_key=True) - supabase_authenticaiton_uuid = models.UUIDField() + supabase_authenticaiton_uuid = models.UUIDField(blank=True, null=True) first_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) last_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) preferred_name = models.CharField( max_length=DEFAULT_MAX_LENGTH, blank=True, null=True ) - values_text = models.TextField( - blank=True, - null=True, - db_comment="Values is what is important to me, what I would like to see in the company I work for", - ) - related_experience = models.TextField(blank=True, null=True) - preferred_work_model = models.ForeignKey( - "WorkModels", models.DO_NOTHING, blank=True, null=True - ) - desired_job = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) - personality_description = models.TextField(blank=True, null=True) - street_address = models.CharField( - max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + about_me = models.TextField(blank=True, null=True) + industry = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + experience = models.TextField(blank=True, null=True) + # preferred_work_model = models.ForeignKey( + # "WorkModels", models.DO_NOTHING, blank=True, null=True + # ) + + work_permission_CH = models.ForeignKey( + "WorkPermits", models.DO_NOTHING, blank=True, null=True ) - house_number = models.CharField(max_length=20, blank=True, null=True) - postal_code = models.IntegerField(blank=True, null=True) - city = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) - country = models.ForeignKey("Countries", models.DO_NOTHING, blank=True, null=True) - phone_number_region = models.IntegerField(blank=True, null=True) - phone_number = models.IntegerField(blank=True, null=True) - email_adress = models.CharField(max_length=DEFAULT_MAX_LENGTH) + github = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + linkedin = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + last_country = models.ForeignKey("Countries", on_delete=models.DO_NOTHING) birth_date = models.DateField(blank=True, null=True) - work_permit = models.ForeignKey( - "WorkPermits", models.DO_NOTHING, blank=True, null=True + education = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + location_city = models.CharField( + max_length=DEFAULT_MAX_LENGTH, blank=True, null=True ) + hard_skills = models.TextField(blank=True, null=True) + languages = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + soft_skills = models.TextField() + gender = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + ethnicity = models.IntegerField(blank=True, null=True) + + # desired_job = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + # personality_description = models.TextField(blank=True, null=True) + # street_address = models.CharField( + # max_length=DEFAULT_MAX_LENGTH, blank=True, null=True + # ) + # house_number = models.CharField(max_length=20, blank=True, null=True) + # postal_code = models.IntegerField(blank=True, null=True) + # city = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + # country = models.ForeignKey("Countries", models.DO_NOTHING, blank=True, null=True) + # phone_number_region = models.IntegerField(blank=True, null=True) + # phone_number = models.IntegerField(blank=True, null=True) + email = models.CharField(max_length=DEFAULT_MAX_LENGTH) + date_of_birth = models.DateField(blank=True, null=True) notice_period_months = models.IntegerField(blank=True, null=True) - status = models.ForeignKey( - "Status", - models.DO_NOTHING, - blank=True, - null=True, - db_comment="looking for a job, open to oferings, etc", - ) - file_cv = models.FileField(upload_to="cvs/", blank=True, null=True) - preferred_work_id = models.IntegerField(blank=True, null=True) + # status = models.ForeignKey( + # "Status", + # models.DO_NOTHING, + # blank=True, + # null=True, + # db_comment="looking for a job, open to oferings, etc", + # ) + # file_cv = models.FileField(upload_to="cvs/", blank=True, null=True) + # preferred_work_id = models.IntegerField(blank=True, null=True) invited_by = models.ForeignKey( Associations, models.DO_NOTHING, @@ -92,10 +104,10 @@ class Candidates(models.Model): blank=True, null=True, ) - accepted_privacy = models.BooleanField(blank=True, null=True) + accepted_privacy = models.BooleanField(blank=True, null=True, default=True) skip_tutorial = models.BooleanField(default=False, blank=True, null=True) - last_update = models.DateTimeField(auto_now=True) - created_at = models.DateTimeField(auto_now_add=True) + last_update = models.DateTimeField(auto_now=True, null=True) + created_at = models.DateTimeField(auto_now_add=True, null=True) def __str__(self): return f"{self.candidate_id} - {self.first_name} {self.last_name}" @@ -157,14 +169,15 @@ class Meta: class Companies(models.Model): - company_id = models.AutoField(primary_key=True) - supabase_authenticaiton_uuid = models.UUIDField() + id = models.AutoField(primary_key=True) + name = models.CharField(max_length=DEFAULT_MAX_LENGTH) + supabase_authenticaiton_uuid = models.UUIDField(blank=True, null=True) values = models.TextField( blank=True, null=True, db_comment="Values is what is important to the company" ) - main_contact_first_name = models.CharField() - main_contact_last_name = models.CharField() - email_adress = models.CharField() + main_contact_first_name = models.CharField(blank=True, null=True) + main_contact_last_name = models.CharField(blank=True, null=True) + email_adress = models.CharField(blank=True, null=True) main_contact_region_code = models.IntegerField(blank=True, null=True) main_contact_phone_number = models.IntegerField(blank=True, null=True) linkedin_url = models.CharField(blank=True, null=True) @@ -210,14 +223,26 @@ class Meta: class Jobs(models.Model): job_id = models.AutoField(primary_key=True) - company_id = models.IntegerField() - job_description = models.TextField() - open = models.BooleanField() - role_id = models.IntegerField() - subsidiary = models.ForeignKey("Subsidiaries", models.DO_NOTHING) + company = models.ForeignKey("Companies", models.CASCADE, blank=True, null=True) + job_title = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + location = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + location_country = models.ForeignKey( + "Countries", models.DO_NOTHING, blank=True, null=True + ) + industry = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + raw_description = models.TextField(blank=True, null=True) + values = models.TextField(blank=True, null=True) + website = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + job_description = models.TextField(blank=True, null=True) + soft_skills = models.TextField(blank=True, null=True) + hard_skills = models.TextField(blank=True, null=True) + languages = models.TextField(blank=True, null=True) + + open = models.BooleanField(default=True, blank=True, null=True) + last_day_to_apply = models.DateField(blank=True, null=True) closed_at = models.DateTimeField(blank=True, null=True) - created_at = models.DateTimeField(auto_now_add=True) + created_at = models.DateTimeField(auto_now_add=True, blank=True, null=True) class Meta: db_table = "jobs" From d04ffbe176a980991330408b2b8f5f371c49598f Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sun, 22 Oct 2023 23:18:29 +0200 Subject: [PATCH 040/138] Backend-gh-actions-deploy#45 --- .../workflows/build-and-deploy-backend.yaml | 64 +++++++++++++++++++ .gitignore | 1 - 2 files changed, 64 insertions(+), 1 deletion(-) create mode 100644 .github/workflows/build-and-deploy-backend.yaml diff --git a/.github/workflows/build-and-deploy-backend.yaml b/.github/workflows/build-and-deploy-backend.yaml new file mode 100644 index 0000000..fc18359 --- /dev/null +++ b/.github/workflows/build-and-deploy-backend.yaml @@ -0,0 +1,64 @@ +name: Release +on: + push: + branches: + - backend + +env: + REPOSITORY_REGION: europe-west10 + PROJECT_ID: dockerruntest + REPO_NAME: quickstart-docker-repo + IMAGE_NAME: django-backend-shift-enter + PROJECT_USER: testaccount@dockerruntest.iam.gserviceaccount.com + +jobs: + docker-release: + name: Tagged Docker release to Google Artifact Registry + runs-on: ubuntu-latest + + steps: + - id: checkout + name: Checkout + uses: actions/checkout@v4 + + - name: Login to Artifact Registry + uses: docker/login-action@v1 + with: + registry: ${{ env.REPOSITORY_REGION }}-docker.pkg.dev + username: _json_key + password: ${{ secrets.GOOGLE_APPLICATION_CREDENTIALS_GUIL }} + + - name: Get tag + id: get-tag + run: echo "{short_ref}={GITHUB_REF#refs/*/}" >> $GITHUB_OUTPUT + + - name: Create .env + env: + ENV_FILE_BACKEND: ${{ secrets.ENV_FILE_BACKEND }} + run: echo $ENV_FILE_BACKEND | base64 --decode > ./backend/.env + + - id: docker-push-tagged + name: Tag Docker image and push to Google Artifact Registry + uses: docker/build-push-action@v5.0.0 + with: + push: true + tags: | + ${{ env.REPOSITORY_REGION }}-docker.pkg.dev/${{ env.PROJECT_ID }}/${{ env.REPO_NAME }}/${{ env.IMAGE_NAME }}:${{ github.event.head_commit.message }} + context: ./backend + + - id: 'auth' + name: 'Authenticate to Google Cloud' + uses: 'google-github-actions/auth@v1' + with: + credentials_json: '${{ secrets.GOOGLE_APPLICATION_CREDENTIALS_GUIL }}' + + - id: 'deploy' + name: Deploy to GC RUN + uses: 'google-github-actions/deploy-cloudrun@v1' + with: + service: ${{ env.IMAGE_NAME }} + image: ${{ env.REPOSITORY_REGION }}-docker.pkg.dev/${{ env.PROJECT_ID }}/${{ env.REPO_NAME }}/${{ env.IMAGE_NAME }}:${{ github.event.head_commit.message }} + region: ${{ env.REPOSITORY_REGION }} + + - name: 'Use output' + run: 'curl "${{ steps.deploy.outputs.url }}"' \ No newline at end of file diff --git a/.gitignore b/.gitignore index 86e510c..ae7896c 100644 --- a/.gitignore +++ b/.gitignore @@ -148,7 +148,6 @@ celerybeat.pid *.sage.py # Environments -.env .venv env/ venv/ From 8694e4fa7d2743e61e7fc1d688c4fbcd176e1be0 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sun, 22 Oct 2023 23:22:41 +0200 Subject: [PATCH 041/138] Deploy-trigger From d05474d9a85e8f67bd1585867d2c08a00e4f9af4 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Mon, 23 Oct 2023 09:42:20 +0200 Subject: [PATCH 042/138] Added migrations --- .gitignore | 1 - backend/api/migrations/0001_initial.py | 515 ++++++++++++++++++ .../0002_alter_associations_name_and_more.py | 34 ++ ...name_file_name_candidatesdocuments_file.py | 18 + backend/api/migrations/0004_resfreshtoken.py | 26 + ...0005_refreshtokens_delete_resfreshtoken.py | 34 ++ backend/api/migrations/0006_sessions.py | 29 + .../api/migrations/0007_delete_sessions.py | 16 + .../0008_alter_refreshtokens_table.py | 17 + ...s_supabase_authenticaiton_uuid_and_more.py | 37 ++ .../migrations/0010_supabaseidtouserids.py | 22 + .../0011_alter_supabaseidtouserids_user_id.py | 18 + ...lter_countries_country_it_code_and_more.py | 23 + ...n_associationusers_designation_and_more.py | 93 ++++ ..._associationusers_email_adress_and_more.py | 23 + ...er_candidates_accepted_privacy_and_more.py | 23 + .../0016_alter_companies_invited_by.py | 19 + .../0017_alter_candidates_invited_by.py | 19 + .../0018_availablecompanydomains.py | 20 + ..._rename_email_companyusers_email_adress.py | 18 + ...escription_candidates_about_me_and_more.py | 240 ++++++++ .../0021_alter_candidates_hard_skills.py | 18 + .../0022_alter_candidates_hard_skills.py | 18 + ...candidates_supabase_authenticaiton_uuid.py | 18 + .../0024_alter_candidates_last_update.py | 18 + .../0025_alter_candidates_created_at.py | 18 + ..._company_id_companies_id_companies_name.py | 24 + ...obs_hard_skills_jobs_languages_and_more.py | 35 ++ ...company_alter_jobs_hard_skills_and_more.py | 79 +++ backend/api/migrations/__init__.py | 0 30 files changed, 1472 insertions(+), 1 deletion(-) create mode 100644 backend/api/migrations/0001_initial.py create mode 100644 backend/api/migrations/0002_alter_associations_name_and_more.py create mode 100644 backend/api/migrations/0003_rename_file_name_candidatesdocuments_file.py create mode 100644 backend/api/migrations/0004_resfreshtoken.py create mode 100644 backend/api/migrations/0005_refreshtokens_delete_resfreshtoken.py create mode 100644 backend/api/migrations/0006_sessions.py create mode 100644 backend/api/migrations/0007_delete_sessions.py create mode 100644 backend/api/migrations/0008_alter_refreshtokens_table.py create mode 100644 backend/api/migrations/0009_associations_supabase_authenticaiton_uuid_and_more.py create mode 100644 backend/api/migrations/0010_supabaseidtouserids.py create mode 100644 backend/api/migrations/0011_alter_supabaseidtouserids_user_id.py create mode 100644 backend/api/migrations/0012_alter_countries_country_it_code_and_more.py create mode 100644 backend/api/migrations/0013_rename_association_user_designation_associationusers_designation_and_more.py create mode 100644 backend/api/migrations/0014_rename_email_associationusers_email_adress_and_more.py create mode 100644 backend/api/migrations/0015_alter_candidates_accepted_privacy_and_more.py create mode 100644 backend/api/migrations/0016_alter_companies_invited_by.py create mode 100644 backend/api/migrations/0017_alter_candidates_invited_by.py create mode 100644 backend/api/migrations/0018_availablecompanydomains.py create mode 100644 backend/api/migrations/0019_rename_email_companyusers_email_adress.py create mode 100644 backend/api/migrations/0020_rename_personality_description_candidates_about_me_and_more.py create mode 100644 backend/api/migrations/0021_alter_candidates_hard_skills.py create mode 100644 backend/api/migrations/0022_alter_candidates_hard_skills.py create mode 100644 backend/api/migrations/0023_alter_candidates_supabase_authenticaiton_uuid.py create mode 100644 backend/api/migrations/0024_alter_candidates_last_update.py create mode 100644 backend/api/migrations/0025_alter_candidates_created_at.py create mode 100644 backend/api/migrations/0026_rename_company_id_companies_id_companies_name.py create mode 100644 backend/api/migrations/0027_rename_skills_jobs_hard_skills_jobs_languages_and_more.py create mode 100644 backend/api/migrations/0028_alter_jobs_company_alter_jobs_hard_skills_and_more.py create mode 100644 backend/api/migrations/__init__.py diff --git a/.gitignore b/.gitignore index ae7896c..81a04ce 100644 --- a/.gitignore +++ b/.gitignore @@ -12,7 +12,6 @@ secrets/ rest_framework/ django_extensions/ admin/ -migrations/ # Created by https://www.toptal.com/developers/gitignore/api/django # Edit at https://www.toptal.com/developers/gitignore?templates=django diff --git a/backend/api/migrations/0001_initial.py b/backend/api/migrations/0001_initial.py new file mode 100644 index 0000000..41ede04 --- /dev/null +++ b/backend/api/migrations/0001_initial.py @@ -0,0 +1,515 @@ +# Generated by Django 4.2.5 on 2023-10-06 01:17 + +from django.db import migrations, models +import django.db.models.deletion + + +class Migration(migrations.Migration): + + initial = True + + dependencies = [ + ] + + operations = [ + migrations.CreateModel( + name='AuthUsers', + fields=[ + ('instance_id', models.UUIDField(blank=True, null=True)), + ('id', models.UUIDField(primary_key=True, serialize=False)), + ('aud', models.CharField(blank=True, max_length=255, null=True)), + ('role', models.CharField(blank=True, max_length=255, null=True)), + ('email', models.CharField(blank=True, max_length=255, null=True, unique=True)), + ('encrypted_password', models.CharField(blank=True, max_length=255, null=True)), + ('email_confirmed_at', models.DateTimeField(blank=True, null=True)), + ('invited_at', models.DateTimeField(blank=True, null=True)), + ('confirmation_token', models.CharField(blank=True, max_length=255, null=True, unique=True)), + ('confirmation_sent_at', models.DateTimeField(blank=True, null=True)), + ('recovery_token', models.CharField(blank=True, max_length=255, null=True, unique=True)), + ('recovery_sent_at', models.DateTimeField(blank=True, null=True)), + ('email_change_token_new', models.CharField(blank=True, max_length=255, null=True, unique=True)), + ('email_change', models.CharField(blank=True, max_length=255, null=True)), + ('email_change_sent_at', models.DateTimeField(blank=True, null=True)), + ('last_sign_in_at', models.DateTimeField(blank=True, null=True)), + ('raw_app_meta_data', models.JSONField(blank=True, null=True)), + ('raw_user_meta_data', models.JSONField(blank=True, null=True)), + ('is_super_admin', models.BooleanField(blank=True, null=True)), + ('created_at', models.DateTimeField(blank=True, null=True)), + ('updated_at', models.DateTimeField(blank=True, null=True)), + ('phone', models.TextField(blank=True, null=True, unique=True)), + ('phone_confirmed_at', models.DateTimeField(blank=True, null=True)), + ('phone_change', models.TextField(blank=True, null=True)), + ('phone_change_token', models.CharField(blank=True, max_length=255, null=True)), + ('phone_change_sent_at', models.DateTimeField(blank=True, null=True)), + ('confirmed_at', models.DateTimeField(blank=True, null=True)), + ('email_change_token_current', models.CharField(blank=True, max_length=255, null=True, unique=True)), + ('email_change_confirm_status', models.SmallIntegerField(blank=True, null=True)), + ('banned_until', models.DateTimeField(blank=True, null=True)), + ('reauthentication_token', models.CharField(blank=True, max_length=255, null=True, unique=True)), + ('reauthentication_sent_at', models.DateTimeField(blank=True, null=True)), + ('is_sso_user', models.BooleanField(db_comment='Auth: Set this column to true when the account comes from SSO. These accounts can have duplicate emails.')), + ('deleted_at', models.DateTimeField(blank=True, null=True)), + ], + options={ + 'db_table': '"auth"."users"', + 'db_table_comment': 'Auth: Stores user login data within a secure schema.', + 'managed': False, + }, + ), + migrations.CreateModel( + name='Associations', + fields=[ + ('association_id', models.AutoField(primary_key=True, serialize=False)), + ('name', models.CharField(verbose_name=255)), + ('url_homepage', models.CharField(verbose_name=255)), + ('main_focus', models.TextField(blank=True, null=True)), + ('logo_url', models.CharField(blank=True, null=True)), + ('created_at', models.DateTimeField(auto_now_add=True)), + ], + options={ + 'db_table': 'associations', + }, + ), + migrations.CreateModel( + name='Candidates', + fields=[ + ('candidate_id', models.AutoField(primary_key=True, serialize=False)), + ('supabase_authenticaiton_uuid', models.UUIDField()), + ('first_name', models.CharField(max_length=255)), + ('last_name', models.CharField(max_length=255)), + ('preferred_name', models.CharField(blank=True, max_length=255, null=True)), + ('values_text', models.TextField(blank=True, db_comment='Values is what is important to me, what I would like to see in the company I work for', null=True)), + ('related_experience', models.TextField(blank=True, null=True)), + ('desired_job', models.CharField(blank=True, max_length=255, null=True)), + ('personality_description', models.TextField(blank=True, null=True)), + ('street_address', models.CharField(blank=True, max_length=255, null=True)), + ('house_number', models.CharField(blank=True, max_length=20, null=True)), + ('postal_code', models.IntegerField(blank=True, null=True)), + ('city', models.CharField(blank=True, max_length=255, null=True)), + ('phone_number_region', models.IntegerField(blank=True, null=True)), + ('phone_number', models.IntegerField(blank=True, null=True)), + ('email_adress', models.CharField(max_length=255)), + ('birth_date', models.DateField(blank=True, null=True)), + ('notice_period_months', models.IntegerField(blank=True, null=True)), + ('file_cv', models.FileField(blank=True, null=True, upload_to='cvs/')), + ('preferred_work_id', models.IntegerField(blank=True, null=True)), + ('accepted_privacy', models.BooleanField()), + ('skip_tutorial', models.BooleanField(default=False)), + ('last_update', models.DateTimeField(auto_now=True)), + ('created_at', models.DateTimeField(auto_now_add=True)), + ], + options={ + 'db_table': 'candidates', + }, + ), + migrations.CreateModel( + name='Cantons', + fields=[ + ('canton_id', models.AutoField(primary_key=True, serialize=False)), + ('canton_name', models.CharField(max_length=255)), + ], + options={ + 'db_table': 'cantons', + }, + ), + migrations.CreateModel( + name='Companies', + fields=[ + ('company_id', models.AutoField(primary_key=True, serialize=False)), + ('values', models.TextField(blank=True, db_comment='Values is what is important to the company', null=True)), + ('main_contact_first_name', models.CharField()), + ('main_contact_last_name', models.CharField()), + ('main_contact_email', models.CharField()), + ('main_contact_region_code', models.IntegerField(blank=True, null=True)), + ('main_contact_phone_number', models.IntegerField(blank=True, null=True)), + ('linkedin_url', models.CharField(blank=True, null=True)), + ('logo_url', models.CharField(blank=True, null=True)), + ('accepted_privacy', models.BooleanField(blank=True, null=True)), + ('skip_tutorial', models.BooleanField(blank=True, null=True)), + ('created_at', models.DateTimeField(auto_now_add=True)), + ('invited_by', models.ForeignKey(db_column='invited_by', db_comment='association id', on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations')), + ], + options={ + 'db_table': 'companies', + }, + ), + migrations.CreateModel( + name='Countries', + fields=[ + ('contry_id', models.AutoField(primary_key=True, serialize=False)), + ('country_name_in_english', models.CharField(max_length=255)), + ('country_name_in_native_language', models.CharField(max_length=255)), + ('country_it_code', models.CharField(max_length=255)), + ], + options={ + 'db_table': 'countries', + }, + ), + migrations.CreateModel( + name='Jobs', + fields=[ + ('job_id', models.AutoField(primary_key=True, serialize=False)), + ('company_id', models.IntegerField()), + ('job_description', models.TextField()), + ('open', models.BooleanField()), + ('role_id', models.IntegerField()), + ('last_day_to_apply', models.DateField(blank=True, null=True)), + ('closed_at', models.DateTimeField(blank=True, null=True)), + ('created_at', models.DateTimeField(auto_now_add=True)), + ], + options={ + 'db_table': 'jobs', + }, + ), + migrations.CreateModel( + name='Languages', + fields=[ + ('language_id', models.AutoField(primary_key=True, serialize=False)), + ('language_name', models.CharField(max_length=255)), + ], + options={ + 'db_table': 'languages', + }, + ), + migrations.CreateModel( + name='LanguagesProficiency', + fields=[ + ('language_proficiency_id', models.AutoField(primary_key=True, serialize=False)), + ('language_proficiency_name', models.CharField(max_length=255)), + ], + options={ + 'db_table': 'languages_proficiency', + }, + ), + migrations.CreateModel( + name='ListValues', + fields=[ + ('list_values_id', models.AutoField(primary_key=True, serialize=False)), + ('list_values_name', models.CharField(blank=True, max_length=255, null=True)), + ], + options={ + 'db_table': 'list_values', + }, + ), + migrations.CreateModel( + name='PageCounts', + fields=[ + ('page_count_id', models.AutoField(primary_key=True, serialize=False)), + ('page_name', models.CharField(max_length=255)), + ('date', models.DateField()), + ('views', models.IntegerField()), + ], + options={ + 'db_table': 'page_counts', + 'db_table_comment': 'Stores the daily page counts statistics', + }, + ), + migrations.CreateModel( + name='Personalities', + fields=[ + ('personality_id', models.AutoField(primary_key=True, serialize=False)), + ('personality_name', models.CharField(max_length=255)), + ], + options={ + 'db_table': 'personalities', + }, + ), + migrations.CreateModel( + name='Photo', + fields=[ + ('id', models.AutoField(primary_key=True, serialize=False)), + ('file', models.ImageField(upload_to='avatars')), + ], + ), + migrations.CreateModel( + name='Skills', + fields=[ + ('skill_id', models.AutoField(primary_key=True, serialize=False)), + ('skill_name', models.CharField(max_length=255)), + ], + options={ + 'db_table': 'skills', + }, + ), + migrations.CreateModel( + name='SoftSkills', + fields=[ + ('soft_skill_id', models.AutoField(primary_key=True, serialize=False)), + ('soft_skill_name', models.CharField(max_length=255)), + ], + options={ + 'db_table': 'soft_skills', + }, + ), + migrations.CreateModel( + name='Status', + fields=[ + ('status_id', models.AutoField(primary_key=True, serialize=False)), + ('status_descrption', models.CharField(max_length=255)), + ], + options={ + 'db_table': 'status', + }, + ), + migrations.CreateModel( + name='WorkModels', + fields=[ + ('preferred_work_model_id', models.AutoField(primary_key=True, serialize=False)), + ('preferred_work_model_name', models.CharField(max_length=255)), + ], + options={ + 'db_table': 'work_models', + }, + ), + migrations.CreateModel( + name='WorkPermits', + fields=[ + ('work_permit_id', models.AutoField(primary_key=True, serialize=False)), + ('type_work_permit', models.CharField(max_length=255)), + ], + options={ + 'db_table': 'work_permits', + }, + ), + migrations.CreateModel( + name='ValuesCandidates', + fields=[ + ('list_values_id', models.AutoField(primary_key=True, serialize=False)), + ('cadidate', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='api.candidates')), + ('list_values_name', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='api.listvalues')), + ], + options={ + 'db_table': 'values_candidates', + }, + ), + migrations.CreateModel( + name='Subsidiaries', + fields=[ + ('subsidiary_id', models.AutoField(primary_key=True, serialize=False)), + ('subsidiary_name', models.CharField()), + ('street_address', models.CharField()), + ('house_number', models.CharField()), + ('postal_code', models.IntegerField()), + ('city', models.CharField()), + ('company', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.companies')), + ], + options={ + 'db_table': 'subsidiaries', + }, + ), + migrations.CreateModel( + name='SelectedCandidates', + fields=[ + ('selection_id', models.AutoField(primary_key=True, serialize=False)), + ('comments', models.TextField(blank=True, null=True)), + ('created_at', models.DateTimeField(auto_now_add=True)), + ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='api.candidates')), + ('job', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.jobs')), + ], + options={ + 'db_table': 'selected_candidates', + }, + ), + migrations.CreateModel( + name='SearchAlert', + fields=[ + ('search_alert_id', models.AutoField(primary_key=True, serialize=False)), + ('search_alert_parameters', models.TextField()), + ('company', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.companies')), + ], + options={ + 'db_table': 'search_alert', + 'db_table_comment': 'Placeholder', + }, + ), + migrations.CreateModel( + name='PersonalityCandidates', + fields=[ + ('personality_candidates_id', models.AutoField(primary_key=True, serialize=False)), + ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='api.candidates')), + ('personality', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.personalities')), + ], + options={ + 'db_table': 'personality_candidates', + }, + ), + migrations.AddField( + model_name='jobs', + name='subsidiary', + field=models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.subsidiaries'), + ), + migrations.CreateModel( + name='Invitation', + fields=[ + ('invitation_id', models.AutoField(primary_key=True, serialize=False)), + ('validation_string', models.CharField(db_comment='String that validates if the invitation is valid')), + ('company_invite', models.BooleanField(blank=True, db_comment='If it"s not a company, then it"s a candidate', null=True)), + ('invitation_created_at', models.DateTimeField(auto_now_add=True)), + ('association', models.ForeignKey(db_comment='Association that created the invite', on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations')), + ], + options={ + 'db_table': 'invitation', + }, + ), + migrations.CreateModel( + name='Initiatives', + fields=[ + ('initiative_id', models.AutoField(primary_key=True, serialize=False)), + ('name', models.CharField(verbose_name=255)), + ('description', models.TextField(blank=True, null=True)), + ('date', models.DateField(blank=True, null=True)), + ('initiative_url', models.CharField(blank=True, null=True)), + ('association', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations')), + ], + options={ + 'db_table': 'initiatives', + }, + ), + migrations.CreateModel( + name='DesiredWorkLocationCandidate', + fields=[ + ('desired_work_location_candidate_id', models.AutoField(primary_key=True, serialize=False)), + ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='api.candidates')), + ('canton', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.cantons')), + ], + options={ + 'db_table': 'desired_work_location_candidate', + }, + ), + migrations.CreateModel( + name='CompanyUsers', + fields=[ + ('company_user_id', models.AutoField(primary_key=True, serialize=False)), + ('company_user_designation', models.CharField(blank=True, null=True)), + ('company_user_first_name', models.CharField(blank=True, null=True)), + ('company_user_last_name', models.CharField(blank=True, null=True)), + ('company_preferred_name', models.CharField(blank=True, null=True)), + ('company_user_email', models.CharField(blank=True, null=True)), + ('company_user_phone_number_region', models.IntegerField(blank=True, null=True)), + ('company_user_phone_number', models.IntegerField(blank=True, null=True)), + ('avatart_url', models.CharField(blank=True, null=True)), + ('company_user_role', models.IntegerField(blank=True, db_comment='Is there a need for RBAC?', null=True)), + ('created_at', models.DateTimeField(auto_now_add=True)), + ('subsidiary', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.subsidiaries')), + ], + options={ + 'db_table': 'company_users', + }, + ), + migrations.CreateModel( + name='CanditatesInitiatives', + fields=[ + ('canditates_initiatives_id', models.AutoField(primary_key=True, serialize=False)), + ('approved', models.BooleanField(blank=True, null=True)), + ('requested', models.BooleanField(blank=True, null=True)), + ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.candidates')), + ('initiative', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.initiatives')), + ], + options={ + 'db_table': 'canditates_initiatives', + }, + ), + migrations.CreateModel( + name='CandidatesLanguage', + fields=[ + ('candidate_language_id', models.AutoField(primary_key=True, serialize=False)), + ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='api.candidates')), + ('language', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.languages')), + ('language_proficiency', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.languagesproficiency')), + ], + options={ + 'db_table': 'candidates_language', + }, + ), + migrations.CreateModel( + name='CandidatesDocuments', + fields=[ + ('file_id', models.AutoField(primary_key=True, serialize=False)), + ('file_name', models.FileField(upload_to='candidates_documents/')), + ('description', models.CharField(blank=True, max_length=255, null=True)), + ('created_at', models.DateTimeField(auto_now_add=True)), + ('candidate', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, to='api.candidates')), + ], + options={ + 'db_table': 'candidates_documents', + }, + ), + migrations.CreateModel( + name='CandidatesAssociations', + fields=[ + ('candidate_association_id', models.AutoField(primary_key=True, serialize=False)), + ('assiciation_comment', models.TextField(blank=True, null=True)), + ('association', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations')), + ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.candidates')), + ], + options={ + 'db_table': 'candidates_associations', + }, + ), + migrations.AddField( + model_name='candidates', + name='country', + field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.countries'), + ), + migrations.AddField( + model_name='candidates', + name='invited_by', + field=models.ForeignKey(db_column='invited_by', db_comment='association id', on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations'), + ), + migrations.AddField( + model_name='candidates', + name='preferred_work_model', + field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.workmodels'), + ), + migrations.AddField( + model_name='candidates', + name='status', + field=models.ForeignKey(blank=True, db_comment='looking for a job, open to oferings, etc', null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.status'), + ), + migrations.AddField( + model_name='candidates', + name='work_permit', + field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.workpermits'), + ), + migrations.CreateModel( + name='CadidatesSoftSkills', + fields=[ + ('candidate_soft_skill_id', models.AutoField(primary_key=True, serialize=False)), + ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='api.candidates')), + ('soft_skill', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='api.softskills')), + ], + options={ + 'db_table': 'cadidates_soft_skills', + }, + ), + migrations.CreateModel( + name='CadidatesSkills', + fields=[ + ('candidate_skill_id', models.AutoField(primary_key=True, serialize=False)), + ('candidate', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='api.candidates')), + ('skill', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='api.skills')), + ], + options={ + 'db_table': 'cadidates_skills', + }, + ), + migrations.CreateModel( + name='AssociationUsers', + fields=[ + ('association_user_id', models.AutoField(primary_key=True, serialize=False)), + ('association_user_designation', models.CharField(blank=True, null=True)), + ('association_user_first_name', models.CharField(blank=True, null=True)), + ('association_user_last_name', models.CharField(blank=True, null=True)), + ('association_user_preferred_name', models.CharField(blank=True, null=True)), + ('association_user_email', models.CharField(blank=True, null=True)), + ('association_user_phone_number_region', models.IntegerField(blank=True, null=True)), + ('association_user_phone_number', models.IntegerField(blank=True, null=True)), + ('association_user_role', models.IntegerField(blank=True, db_comment='Is there a need for RBAC?', null=True)), + ('created_at', models.DateTimeField(auto_now_add=True)), + ('association', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations')), + ], + options={ + 'db_table': 'association_users', + }, + ), + ] diff --git a/backend/api/migrations/0002_alter_associations_name_and_more.py b/backend/api/migrations/0002_alter_associations_name_and_more.py new file mode 100644 index 0000000..8f3302d --- /dev/null +++ b/backend/api/migrations/0002_alter_associations_name_and_more.py @@ -0,0 +1,34 @@ +# Generated by Django 4.2.5 on 2023-10-06 09:53 + +import api.models +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0001_initial'), + ] + + operations = [ + migrations.AlterField( + model_name='associations', + name='name', + field=models.CharField(max_length=255), + ), + migrations.AlterField( + model_name='associations', + name='url_homepage', + field=models.CharField(max_length=255), + ), + migrations.AlterField( + model_name='candidatesdocuments', + name='file_name', + field=models.FileField(upload_to=api.models.CandidatesDocuments.allocate_to_candidate_folder), + ), + migrations.AlterField( + model_name='initiatives', + name='name', + field=models.CharField(max_length=255), + ), + ] diff --git a/backend/api/migrations/0003_rename_file_name_candidatesdocuments_file.py b/backend/api/migrations/0003_rename_file_name_candidatesdocuments_file.py new file mode 100644 index 0000000..9205e88 --- /dev/null +++ b/backend/api/migrations/0003_rename_file_name_candidatesdocuments_file.py @@ -0,0 +1,18 @@ +# Generated by Django 4.2.5 on 2023-10-06 10:30 + +from django.db import migrations + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0002_alter_associations_name_and_more'), + ] + + operations = [ + migrations.RenameField( + model_name='candidatesdocuments', + old_name='file_name', + new_name='file', + ), + ] diff --git a/backend/api/migrations/0004_resfreshtoken.py b/backend/api/migrations/0004_resfreshtoken.py new file mode 100644 index 0000000..fc4786c --- /dev/null +++ b/backend/api/migrations/0004_resfreshtoken.py @@ -0,0 +1,26 @@ +# Generated by Django 4.2.5 on 2023-10-10 00:07 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0003_rename_file_name_candidatesdocuments_file'), + ] + + operations = [ + migrations.CreateModel( + name='ResfreshToken', + fields=[ + ('id', models.IntegerField(primary_key=True, serialize=False)), + ('token', models.CharField(max_length=255)), + ('session_id', models.UUIDField()), + ], + options={ + 'db_table': '"auth"."refresh_token"', + 'db_table_comment': 'Auth: Stores users refresh tokens.', + 'managed': False, + }, + ), + ] diff --git a/backend/api/migrations/0005_refreshtokens_delete_resfreshtoken.py b/backend/api/migrations/0005_refreshtokens_delete_resfreshtoken.py new file mode 100644 index 0000000..24f9845 --- /dev/null +++ b/backend/api/migrations/0005_refreshtokens_delete_resfreshtoken.py @@ -0,0 +1,34 @@ +# Generated by Django 4.2.5 on 2023-10-10 00:13 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0004_resfreshtoken'), + ] + + operations = [ + migrations.CreateModel( + name='RefreshTokens', + fields=[ + ('instance_id', models.UUIDField(blank=True, null=True)), + ('id', models.BigAutoField(primary_key=True, serialize=False)), + ('token', models.CharField(blank=True, max_length=255, null=True, unique=True)), + ('user_id', models.CharField(blank=True, max_length=255, null=True)), + ('revoked', models.BooleanField(blank=True, null=True)), + ('created_at', models.DateTimeField(blank=True, null=True)), + ('updated_at', models.DateTimeField(blank=True, null=True)), + ('parent', models.CharField(blank=True, max_length=255, null=True)), + ], + options={ + 'db_table': '"auth"."refresh_token"', + 'db_table_comment': 'Auth: Store of tokens used to refresh JWT tokens once they expire.', + 'managed': False, + }, + ), + migrations.DeleteModel( + name='ResfreshToken', + ), + ] diff --git a/backend/api/migrations/0006_sessions.py b/backend/api/migrations/0006_sessions.py new file mode 100644 index 0000000..3bfe667 --- /dev/null +++ b/backend/api/migrations/0006_sessions.py @@ -0,0 +1,29 @@ +# Generated by Django 4.2.5 on 2023-10-10 00:15 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0005_refreshtokens_delete_resfreshtoken'), + ] + + operations = [ + migrations.CreateModel( + name='Sessions', + fields=[ + ('id', models.UUIDField(primary_key=True, serialize=False)), + ('created_at', models.DateTimeField(blank=True, null=True)), + ('updated_at', models.DateTimeField(blank=True, null=True)), + ('factor_id', models.UUIDField(blank=True, null=True)), + ('aal', models.TextField(blank=True, null=True)), + ('not_after', models.DateTimeField(blank=True, db_comment='Auth: Not after is a nullable column that contains a timestamp after which the session should be regarded as expired.', null=True)), + ], + options={ + 'db_table': '"auth"."sessions"', + 'db_table_comment': 'Auth: Stores session data associated to a user.', + 'managed': False, + }, + ), + ] diff --git a/backend/api/migrations/0007_delete_sessions.py b/backend/api/migrations/0007_delete_sessions.py new file mode 100644 index 0000000..e4c8cdf --- /dev/null +++ b/backend/api/migrations/0007_delete_sessions.py @@ -0,0 +1,16 @@ +# Generated by Django 4.2.5 on 2023-10-10 00:24 + +from django.db import migrations + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0006_sessions'), + ] + + operations = [ + migrations.DeleteModel( + name='Sessions', + ), + ] diff --git a/backend/api/migrations/0008_alter_refreshtokens_table.py b/backend/api/migrations/0008_alter_refreshtokens_table.py new file mode 100644 index 0000000..fc78e8d --- /dev/null +++ b/backend/api/migrations/0008_alter_refreshtokens_table.py @@ -0,0 +1,17 @@ +# Generated by Django 4.2.5 on 2023-10-10 00:25 + +from django.db import migrations + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0007_delete_sessions'), + ] + + operations = [ + migrations.AlterModelTable( + name='refreshtokens', + table='"auth"."refresh_tokens"', + ), + ] diff --git a/backend/api/migrations/0009_associations_supabase_authenticaiton_uuid_and_more.py b/backend/api/migrations/0009_associations_supabase_authenticaiton_uuid_and_more.py new file mode 100644 index 0000000..2ff99d7 --- /dev/null +++ b/backend/api/migrations/0009_associations_supabase_authenticaiton_uuid_and_more.py @@ -0,0 +1,37 @@ +# Generated by Django 4.2.5 on 2023-10-10 23:48 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0008_alter_refreshtokens_table'), + ] + + operations = [ + migrations.AddField( + model_name='associations', + name='supabase_authenticaiton_uuid', + field=models.UUIDField(default='18b7fa5b-12b5-4405-adae-418618d4a3e6'), + preserve_default=False, + ), + migrations.AddField( + model_name='associationusers', + name='supabase_authenticaiton_uuid', + field=models.UUIDField(default='18b7fa5b-12b5-4405-adae-418618d4a3e6'), + preserve_default=False, + ), + migrations.AddField( + model_name='companies', + name='supabase_authenticaiton_uuid', + field=models.UUIDField(default='18b7fa5b-12b5-4405-adae-418618d4a3e6'), + preserve_default=False, + ), + migrations.AddField( + model_name='companyusers', + name='supabase_authenticaiton_uuid', + field=models.UUIDField(default='18b7fa5b-12b5-4405-adae-418618d4a3e6'), + preserve_default=False, + ), + ] diff --git a/backend/api/migrations/0010_supabaseidtouserids.py b/backend/api/migrations/0010_supabaseidtouserids.py new file mode 100644 index 0000000..c3c3eec --- /dev/null +++ b/backend/api/migrations/0010_supabaseidtouserids.py @@ -0,0 +1,22 @@ +# Generated by Django 4.2.5 on 2023-10-11 00:13 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0009_associations_supabase_authenticaiton_uuid_and_more'), + ] + + operations = [ + migrations.CreateModel( + name='SupabaseIdToUserIds', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('supabase_authenticaiton_uuid', models.UUIDField()), + ('user_id', models.IntegerField()), + ('role', models.CharField(max_length=255)), + ], + ), + ] diff --git a/backend/api/migrations/0011_alter_supabaseidtouserids_user_id.py b/backend/api/migrations/0011_alter_supabaseidtouserids_user_id.py new file mode 100644 index 0000000..c1b7950 --- /dev/null +++ b/backend/api/migrations/0011_alter_supabaseidtouserids_user_id.py @@ -0,0 +1,18 @@ +# Generated by Django 4.2.5 on 2023-10-11 00:24 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0010_supabaseidtouserids'), + ] + + operations = [ + migrations.AlterField( + model_name='supabaseidtouserids', + name='user_id', + field=models.IntegerField(blank=True, null=True), + ), + ] diff --git a/backend/api/migrations/0012_alter_countries_country_it_code_and_more.py b/backend/api/migrations/0012_alter_countries_country_it_code_and_more.py new file mode 100644 index 0000000..956d7e3 --- /dev/null +++ b/backend/api/migrations/0012_alter_countries_country_it_code_and_more.py @@ -0,0 +1,23 @@ +# Generated by Django 4.2.5 on 2023-10-11 18:07 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0011_alter_supabaseidtouserids_user_id'), + ] + + operations = [ + migrations.AlterField( + model_name='countries', + name='country_it_code', + field=models.CharField(blank=True, max_length=255, null=True), + ), + migrations.AlterField( + model_name='countries', + name='country_name_in_native_language', + field=models.CharField(blank=True, max_length=255, null=True), + ), + ] diff --git a/backend/api/migrations/0013_rename_association_user_designation_associationusers_designation_and_more.py b/backend/api/migrations/0013_rename_association_user_designation_associationusers_designation_and_more.py new file mode 100644 index 0000000..bc83e1a --- /dev/null +++ b/backend/api/migrations/0013_rename_association_user_designation_associationusers_designation_and_more.py @@ -0,0 +1,93 @@ +# Generated by Django 4.2.5 on 2023-10-12 13:35 + +from django.db import migrations + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0012_alter_countries_country_it_code_and_more'), + ] + + operations = [ + migrations.RenameField( + model_name='associationusers', + old_name='association_user_designation', + new_name='designation', + ), + migrations.RenameField( + model_name='associationusers', + old_name='association_user_email', + new_name='email', + ), + migrations.RenameField( + model_name='associationusers', + old_name='association_user_first_name', + new_name='first_name', + ), + migrations.RenameField( + model_name='associationusers', + old_name='association_user_last_name', + new_name='last_name', + ), + migrations.RenameField( + model_name='associationusers', + old_name='association_user_phone_number', + new_name='phone_number', + ), + migrations.RenameField( + model_name='associationusers', + old_name='association_user_phone_number_region', + new_name='phone_number_region', + ), + migrations.RenameField( + model_name='associationusers', + old_name='association_user_preferred_name', + new_name='preferred_name', + ), + migrations.RenameField( + model_name='associationusers', + old_name='association_user_role', + new_name='role_inside_association', + ), + migrations.RenameField( + model_name='companyusers', + old_name='company_preferred_name', + new_name='designation', + ), + migrations.RenameField( + model_name='companyusers', + old_name='company_user_designation', + new_name='email', + ), + migrations.RenameField( + model_name='companyusers', + old_name='company_user_email', + new_name='first_name', + ), + migrations.RenameField( + model_name='companyusers', + old_name='company_user_phone_number', + new_name='hone_number', + ), + migrations.RenameField( + model_name='companyusers', + old_name='company_user_phone_number_region', + new_name='hone_number_region', + ), + migrations.RenameField( + model_name='companyusers', + old_name='company_user_first_name', + new_name='last_name', + ), + migrations.RenameField( + model_name='companyusers', + old_name='company_user_last_name', + new_name='preferred_name', + ), + migrations.RenameField( + model_name='companyusers', + old_name='company_user_role', + new_name='role_inside_company', + ), + ] diff --git a/backend/api/migrations/0014_rename_email_associationusers_email_adress_and_more.py b/backend/api/migrations/0014_rename_email_associationusers_email_adress_and_more.py new file mode 100644 index 0000000..268923f --- /dev/null +++ b/backend/api/migrations/0014_rename_email_associationusers_email_adress_and_more.py @@ -0,0 +1,23 @@ +# Generated by Django 4.2.5 on 2023-10-12 14:59 + +from django.db import migrations + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0013_rename_association_user_designation_associationusers_designation_and_more'), + ] + + operations = [ + migrations.RenameField( + model_name='associationusers', + old_name='email', + new_name='email_adress', + ), + migrations.RenameField( + model_name='companies', + old_name='main_contact_email', + new_name='email_adress', + ), + ] diff --git a/backend/api/migrations/0015_alter_candidates_accepted_privacy_and_more.py b/backend/api/migrations/0015_alter_candidates_accepted_privacy_and_more.py new file mode 100644 index 0000000..334c0de --- /dev/null +++ b/backend/api/migrations/0015_alter_candidates_accepted_privacy_and_more.py @@ -0,0 +1,23 @@ +# Generated by Django 4.2.5 on 2023-10-12 15:06 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0014_rename_email_associationusers_email_adress_and_more'), + ] + + operations = [ + migrations.AlterField( + model_name='candidates', + name='accepted_privacy', + field=models.BooleanField(blank=True, null=True), + ), + migrations.AlterField( + model_name='candidates', + name='skip_tutorial', + field=models.BooleanField(blank=True, default=False, null=True), + ), + ] diff --git a/backend/api/migrations/0016_alter_companies_invited_by.py b/backend/api/migrations/0016_alter_companies_invited_by.py new file mode 100644 index 0000000..7419977 --- /dev/null +++ b/backend/api/migrations/0016_alter_companies_invited_by.py @@ -0,0 +1,19 @@ +# Generated by Django 4.2.5 on 2023-10-12 15:09 + +from django.db import migrations, models +import django.db.models.deletion + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0015_alter_candidates_accepted_privacy_and_more'), + ] + + operations = [ + migrations.AlterField( + model_name='companies', + name='invited_by', + field=models.ForeignKey(blank=True, db_column='invited_by', db_comment='association id', null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations'), + ), + ] diff --git a/backend/api/migrations/0017_alter_candidates_invited_by.py b/backend/api/migrations/0017_alter_candidates_invited_by.py new file mode 100644 index 0000000..b485da2 --- /dev/null +++ b/backend/api/migrations/0017_alter_candidates_invited_by.py @@ -0,0 +1,19 @@ +# Generated by Django 4.2.5 on 2023-10-12 15:12 + +from django.db import migrations, models +import django.db.models.deletion + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0016_alter_companies_invited_by'), + ] + + operations = [ + migrations.AlterField( + model_name='candidates', + name='invited_by', + field=models.ForeignKey(blank=True, db_column='invited_by', db_comment='association id', null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations'), + ), + ] diff --git a/backend/api/migrations/0018_availablecompanydomains.py b/backend/api/migrations/0018_availablecompanydomains.py new file mode 100644 index 0000000..d625937 --- /dev/null +++ b/backend/api/migrations/0018_availablecompanydomains.py @@ -0,0 +1,20 @@ +# Generated by Django 4.2.5 on 2023-10-12 18:14 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0017_alter_candidates_invited_by'), + ] + + operations = [ + migrations.CreateModel( + name='AvailableCompanyDomains', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('domain', models.CharField(max_length=255)), + ], + ), + ] diff --git a/backend/api/migrations/0019_rename_email_companyusers_email_adress.py b/backend/api/migrations/0019_rename_email_companyusers_email_adress.py new file mode 100644 index 0000000..b9aa1fa --- /dev/null +++ b/backend/api/migrations/0019_rename_email_companyusers_email_adress.py @@ -0,0 +1,18 @@ +# Generated by Django 4.2.5 on 2023-10-12 18:22 + +from django.db import migrations + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0018_availablecompanydomains'), + ] + + operations = [ + migrations.RenameField( + model_name='companyusers', + old_name='email', + new_name='email_adress', + ), + ] diff --git a/backend/api/migrations/0020_rename_personality_description_candidates_about_me_and_more.py b/backend/api/migrations/0020_rename_personality_description_candidates_about_me_and_more.py new file mode 100644 index 0000000..ac72478 --- /dev/null +++ b/backend/api/migrations/0020_rename_personality_description_candidates_about_me_and_more.py @@ -0,0 +1,240 @@ +# Generated by Django 4.2.5 on 2023-10-20 12:46 + +from django.db import migrations, models +import django.db.models.deletion + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0019_rename_email_companyusers_email_adress'), + ] + + operations = [ + migrations.RenameField( + model_name='candidates', + old_name='personality_description', + new_name='about_me', + ), + migrations.RenameField( + model_name='candidates', + old_name='email_adress', + new_name='email', + ), + migrations.RenameField( + model_name='candidates', + old_name='related_experience', + new_name='experience', + ), + migrations.RenameField( + model_name='candidates', + old_name='city', + new_name='location_city', + ), + migrations.RenameField( + model_name='candidates', + old_name='work_permit', + new_name='work_permission_CH', + ), + migrations.RemoveField( + model_name='candidates', + name='country', + ), + migrations.RemoveField( + model_name='candidates', + name='desired_job', + ), + migrations.RemoveField( + model_name='candidates', + name='file_cv', + ), + migrations.RemoveField( + model_name='candidates', + name='house_number', + ), + migrations.RemoveField( + model_name='candidates', + name='phone_number', + ), + migrations.RemoveField( + model_name='candidates', + name='phone_number_region', + ), + migrations.RemoveField( + model_name='candidates', + name='postal_code', + ), + migrations.RemoveField( + model_name='candidates', + name='preferred_work_id', + ), + migrations.RemoveField( + model_name='candidates', + name='preferred_work_model', + ), + migrations.RemoveField( + model_name='candidates', + name='status', + ), + migrations.RemoveField( + model_name='candidates', + name='street_address', + ), + migrations.RemoveField( + model_name='candidates', + name='values_text', + ), + migrations.RemoveField( + model_name='jobs', + name='company_id', + ), + migrations.RemoveField( + model_name='jobs', + name='role_id', + ), + migrations.RemoveField( + model_name='jobs', + name='subsidiary', + ), + migrations.AddField( + model_name='candidates', + name='date_of_birth', + field=models.DateField(blank=True, null=True), + ), + migrations.AddField( + model_name='candidates', + name='education', + field=models.CharField(blank=True, max_length=255, null=True), + ), + migrations.AddField( + model_name='candidates', + name='ethnicity', + field=models.IntegerField(blank=True, null=True), + ), + migrations.AddField( + model_name='candidates', + name='gender', + field=models.CharField(blank=True, max_length=255, null=True), + ), + migrations.AddField( + model_name='candidates', + name='github', + field=models.CharField(blank=True, max_length=255, null=True), + ), + migrations.AddField( + model_name='candidates', + name='hard_skills', + field=models.CharField(blank=True, max_length=255, null=True), + ), + migrations.AddField( + model_name='candidates', + name='industry', + field=models.CharField(blank=True, max_length=255, null=True), + ), + migrations.AddField( + model_name='candidates', + name='languages', + field=models.CharField(blank=True, max_length=255, null=True), + ), + migrations.AddField( + model_name='candidates', + name='last_country', + field=models.ForeignKey(default=227, on_delete=django.db.models.deletion.DO_NOTHING, to='api.countries'), + preserve_default=False, + ), + migrations.AddField( + model_name='candidates', + name='linkedin', + field=models.CharField(blank=True, max_length=255, null=True), + ), + migrations.AddField( + model_name='candidates', + name='soft_skills', + field=models.TextField(default=['']), + preserve_default=False, + ), + migrations.AddField( + model_name='jobs', + name='company', + field=models.ForeignKey(default=1, on_delete=django.db.models.deletion.CASCADE, to='api.companies'), + preserve_default=False, + ), + migrations.AddField( + model_name='jobs', + name='industry', + field=models.CharField(default='None', max_length=255), + preserve_default=False, + ), + migrations.AddField( + model_name='jobs', + name='job_title', + field=models.CharField(default='None', max_length=255), + preserve_default=False, + ), + migrations.AddField( + model_name='jobs', + name='location', + field=models.CharField(default='None', max_length=255), + preserve_default=False, + ), + migrations.AddField( + model_name='jobs', + name='location_country', + field=models.ForeignKey(default=227, on_delete=django.db.models.deletion.DO_NOTHING, to='api.countries'), + preserve_default=False, + ), + migrations.AddField( + model_name='jobs', + name='raw_description', + field=models.TextField(default='None'), + preserve_default=False, + ), + migrations.AddField( + model_name='jobs', + name='skills', + field=models.TextField(default='None'), + preserve_default=False, + ), + migrations.AddField( + model_name='jobs', + name='values', + field=models.TextField(default='None'), + preserve_default=False, + ), + migrations.AddField( + model_name='jobs', + name='website', + field=models.CharField(default='None', max_length=255), + preserve_default=False, + ), + migrations.AlterField( + model_name='candidates', + name='accepted_privacy', + field=models.BooleanField(blank=True, default=True, null=True), + ), + migrations.AlterField( + model_name='companies', + name='email_adress', + field=models.CharField(blank=True, null=True), + ), + migrations.AlterField( + model_name='companies', + name='main_contact_first_name', + field=models.CharField(blank=True, null=True), + ), + migrations.AlterField( + model_name='companies', + name='main_contact_last_name', + field=models.CharField(blank=True, null=True), + ), + migrations.AlterField( + model_name='companies', + name='supabase_authenticaiton_uuid', + field=models.UUIDField(blank=True, null=True), + ), + migrations.AlterField( + model_name='jobs', + name='open', + field=models.BooleanField(default=True), + ), + ] diff --git a/backend/api/migrations/0021_alter_candidates_hard_skills.py b/backend/api/migrations/0021_alter_candidates_hard_skills.py new file mode 100644 index 0000000..f90e7c7 --- /dev/null +++ b/backend/api/migrations/0021_alter_candidates_hard_skills.py @@ -0,0 +1,18 @@ +# Generated by Django 4.2.5 on 2023-10-20 12:53 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0020_rename_personality_description_candidates_about_me_and_more'), + ] + + operations = [ + migrations.AlterField( + model_name='candidates', + name='hard_skills', + field=models.TextField(), + ), + ] diff --git a/backend/api/migrations/0022_alter_candidates_hard_skills.py b/backend/api/migrations/0022_alter_candidates_hard_skills.py new file mode 100644 index 0000000..6a6e0c1 --- /dev/null +++ b/backend/api/migrations/0022_alter_candidates_hard_skills.py @@ -0,0 +1,18 @@ +# Generated by Django 4.2.5 on 2023-10-20 12:54 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0021_alter_candidates_hard_skills'), + ] + + operations = [ + migrations.AlterField( + model_name='candidates', + name='hard_skills', + field=models.TextField(blank=True, null=True), + ), + ] diff --git a/backend/api/migrations/0023_alter_candidates_supabase_authenticaiton_uuid.py b/backend/api/migrations/0023_alter_candidates_supabase_authenticaiton_uuid.py new file mode 100644 index 0000000..ec8f2ac --- /dev/null +++ b/backend/api/migrations/0023_alter_candidates_supabase_authenticaiton_uuid.py @@ -0,0 +1,18 @@ +# Generated by Django 4.2.5 on 2023-10-20 13:01 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0022_alter_candidates_hard_skills'), + ] + + operations = [ + migrations.AlterField( + model_name='candidates', + name='supabase_authenticaiton_uuid', + field=models.UUIDField(blank=True, null=True), + ), + ] diff --git a/backend/api/migrations/0024_alter_candidates_last_update.py b/backend/api/migrations/0024_alter_candidates_last_update.py new file mode 100644 index 0000000..283d9af --- /dev/null +++ b/backend/api/migrations/0024_alter_candidates_last_update.py @@ -0,0 +1,18 @@ +# Generated by Django 4.2.5 on 2023-10-20 13:02 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0023_alter_candidates_supabase_authenticaiton_uuid'), + ] + + operations = [ + migrations.AlterField( + model_name='candidates', + name='last_update', + field=models.DateTimeField(auto_now=True, null=True), + ), + ] diff --git a/backend/api/migrations/0025_alter_candidates_created_at.py b/backend/api/migrations/0025_alter_candidates_created_at.py new file mode 100644 index 0000000..619bfe7 --- /dev/null +++ b/backend/api/migrations/0025_alter_candidates_created_at.py @@ -0,0 +1,18 @@ +# Generated by Django 4.2.5 on 2023-10-20 13:02 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0024_alter_candidates_last_update'), + ] + + operations = [ + migrations.AlterField( + model_name='candidates', + name='created_at', + field=models.DateTimeField(auto_now_add=True, null=True), + ), + ] diff --git a/backend/api/migrations/0026_rename_company_id_companies_id_companies_name.py b/backend/api/migrations/0026_rename_company_id_companies_id_companies_name.py new file mode 100644 index 0000000..68a7e7b --- /dev/null +++ b/backend/api/migrations/0026_rename_company_id_companies_id_companies_name.py @@ -0,0 +1,24 @@ +# Generated by Django 4.2.5 on 2023-10-20 20:12 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0025_alter_candidates_created_at'), + ] + + operations = [ + migrations.RenameField( + model_name='companies', + old_name='company_id', + new_name='id', + ), + migrations.AddField( + model_name='companies', + name='name', + field=models.CharField(default='', max_length=255), + preserve_default=False, + ), + ] diff --git a/backend/api/migrations/0027_rename_skills_jobs_hard_skills_jobs_languages_and_more.py b/backend/api/migrations/0027_rename_skills_jobs_hard_skills_jobs_languages_and_more.py new file mode 100644 index 0000000..5a5570b --- /dev/null +++ b/backend/api/migrations/0027_rename_skills_jobs_hard_skills_jobs_languages_and_more.py @@ -0,0 +1,35 @@ +# Generated by Django 4.2.5 on 2023-10-20 20:20 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0026_rename_company_id_companies_id_companies_name'), + ] + + operations = [ + migrations.RenameField( + model_name='jobs', + old_name='skills', + new_name='hard_skills', + ), + migrations.AddField( + model_name='jobs', + name='languages', + field=models.TextField(default=['']), + preserve_default=False, + ), + migrations.AddField( + model_name='jobs', + name='soft_skills', + field=models.TextField(default=['']), + preserve_default=False, + ), + migrations.AlterField( + model_name='jobs', + name='created_at', + field=models.DateTimeField(auto_now_add=True, null=True), + ), + ] diff --git a/backend/api/migrations/0028_alter_jobs_company_alter_jobs_hard_skills_and_more.py b/backend/api/migrations/0028_alter_jobs_company_alter_jobs_hard_skills_and_more.py new file mode 100644 index 0000000..2118f4e --- /dev/null +++ b/backend/api/migrations/0028_alter_jobs_company_alter_jobs_hard_skills_and_more.py @@ -0,0 +1,79 @@ +# Generated by Django 4.2.5 on 2023-10-20 20:24 + +from django.db import migrations, models +import django.db.models.deletion + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0027_rename_skills_jobs_hard_skills_jobs_languages_and_more'), + ] + + operations = [ + migrations.AlterField( + model_name='jobs', + name='company', + field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, to='api.companies'), + ), + migrations.AlterField( + model_name='jobs', + name='hard_skills', + field=models.TextField(blank=True, null=True), + ), + migrations.AlterField( + model_name='jobs', + name='industry', + field=models.CharField(blank=True, max_length=255, null=True), + ), + migrations.AlterField( + model_name='jobs', + name='job_description', + field=models.TextField(blank=True, null=True), + ), + migrations.AlterField( + model_name='jobs', + name='job_title', + field=models.CharField(blank=True, max_length=255, null=True), + ), + migrations.AlterField( + model_name='jobs', + name='languages', + field=models.TextField(blank=True, null=True), + ), + migrations.AlterField( + model_name='jobs', + name='location', + field=models.CharField(blank=True, max_length=255, null=True), + ), + migrations.AlterField( + model_name='jobs', + name='location_country', + field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.countries'), + ), + migrations.AlterField( + model_name='jobs', + name='open', + field=models.BooleanField(blank=True, default=True, null=True), + ), + migrations.AlterField( + model_name='jobs', + name='raw_description', + field=models.TextField(blank=True, null=True), + ), + migrations.AlterField( + model_name='jobs', + name='soft_skills', + field=models.TextField(blank=True, null=True), + ), + migrations.AlterField( + model_name='jobs', + name='values', + field=models.TextField(blank=True, null=True), + ), + migrations.AlterField( + model_name='jobs', + name='website', + field=models.CharField(blank=True, max_length=255, null=True), + ), + ] diff --git a/backend/api/migrations/__init__.py b/backend/api/migrations/__init__.py new file mode 100644 index 0000000..e69de29 From d222148370ff99bb2b81ae652de517f4938d8673 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Mon, 23 Oct 2023 09:48:51 +0200 Subject: [PATCH 043/138] Update actions to only run on specific tags --- .github/workflows/build-and-deploy-backend.yaml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.github/workflows/build-and-deploy-backend.yaml b/.github/workflows/build-and-deploy-backend.yaml index fc18359..ff2d863 100644 --- a/.github/workflows/build-and-deploy-backend.yaml +++ b/.github/workflows/build-and-deploy-backend.yaml @@ -3,6 +3,8 @@ on: push: branches: - backend + tags: + - 'v[0-9]+.[0-9]+.[0-9]+' env: REPOSITORY_REGION: europe-west10 From 78edc9f4bdb44b56c3f2235699c266cc81221992 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Mon, 23 Oct 2023 09:58:30 +0200 Subject: [PATCH 044/138] GH Actions deploy only on specific tag --- .github/workflows/build-and-deploy-backend.yaml | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/.github/workflows/build-and-deploy-backend.yaml b/.github/workflows/build-and-deploy-backend.yaml index ff2d863..54824ce 100644 --- a/.github/workflows/build-and-deploy-backend.yaml +++ b/.github/workflows/build-and-deploy-backend.yaml @@ -4,7 +4,7 @@ on: branches: - backend tags: - - 'v[0-9]+.[0-9]+.[0-9]+' + - "v[0-9]+.[0-9]+.[0-9]+" env: REPOSITORY_REGION: europe-west10 @@ -17,6 +17,7 @@ jobs: docker-release: name: Tagged Docker release to Google Artifact Registry runs-on: ubuntu-latest + if: github.ref_type == 'tag' && contains(github.ref_name, 'deploy') steps: - id: checkout From 82c04c0dfb361e81a95b0a4780beb26aba62217d Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Mon, 23 Oct 2023 10:00:24 +0200 Subject: [PATCH 045/138] Test-deploy --- .github/workflows/build-and-deploy-backend.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/build-and-deploy-backend.yaml b/.github/workflows/build-and-deploy-backend.yaml index 54824ce..63ca5a2 100644 --- a/.github/workflows/build-and-deploy-backend.yaml +++ b/.github/workflows/build-and-deploy-backend.yaml @@ -17,7 +17,7 @@ jobs: docker-release: name: Tagged Docker release to Google Artifact Registry runs-on: ubuntu-latest - if: github.ref_type == 'tag' && contains(github.ref_name, 'deploy') + if: github.ref_type == 'tag' && contains(github.ref_name, '-deploy') steps: - id: checkout From cab60eb6f6e37953fe6d22228a6fae18b0f94452 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Mon, 23 Oct 2023 10:02:30 +0200 Subject: [PATCH 046/138] Test-deploy --- .github/workflows/build-and-deploy-backend.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/build-and-deploy-backend.yaml b/.github/workflows/build-and-deploy-backend.yaml index 63ca5a2..1b576cf 100644 --- a/.github/workflows/build-and-deploy-backend.yaml +++ b/.github/workflows/build-and-deploy-backend.yaml @@ -17,7 +17,7 @@ jobs: docker-release: name: Tagged Docker release to Google Artifact Registry runs-on: ubuntu-latest - if: github.ref_type == 'tag' && contains(github.ref_name, '-deploy') + if: contains(github.event.head_commit.message, '-deploy') steps: - id: checkout From fb69d809b9d108617e6c6dd0d9d5cfe0c08fc4d5 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Mon, 23 Oct 2023 10:10:06 +0200 Subject: [PATCH 047/138] Changed action name --- .github/workflows/build-and-deploy-backend.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/build-and-deploy-backend.yaml b/.github/workflows/build-and-deploy-backend.yaml index 1b576cf..4b3b0a2 100644 --- a/.github/workflows/build-and-deploy-backend.yaml +++ b/.github/workflows/build-and-deploy-backend.yaml @@ -1,4 +1,4 @@ -name: Release +name: Build Image and Deploy to Cloud Run on: push: branches: From a1e47ec6e4b9fe5260e90bdbbbfcc04178f50bf8 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Mon, 23 Oct 2023 17:14:14 +0200 Subject: [PATCH 048/138] companies-jobs-endpoints-deploy (#48) --- backend/api/routers.py | 4 +++- backend/api/serializers.py | 16 +++++++++++++++- backend/api/views.py | 9 +++++++++ 3 files changed, 27 insertions(+), 2 deletions(-) diff --git a/backend/api/routers.py b/backend/api/routers.py index 37a2247..575844d 100644 --- a/backend/api/routers.py +++ b/backend/api/routers.py @@ -35,7 +35,6 @@ "view": SignupView.as_view(), "name": "invite", }, - ] # Normal router setup, including list and registering ViewSets @@ -46,8 +45,11 @@ router.register(r"api/auth_users", AuthUserViewSet) router.register(r"api/candidates", CandidatesViewSet) router.register(r"api/cantons", CantonsViewSet) +router.register(r"api/companies", CompaniesViewSet) +router.register(r"api/cantons", CantonsViewSet) router.register(r"api/countries", CountriesViewSet) router.register(r"api/invitations", InvitationsViewSet) +router.register(r"api/jobs", JobsViewSet) router.register(r"api/languages", LanguagesViewSet) router.register(r"api/languages_proficiencies", LanguagesProficiencyViewSet) router.register(r"api/personalities", PersonalitiesViewSet) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 28c6cd2..024cded 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -119,4 +119,18 @@ class AvailableCompanyDomainsSerializer(serializers.HyperlinkedModelSerializer): class Meta: model = AvailableCompanyDomains fields = "__all__" - many = True \ No newline at end of file + many = True + + +class JobsSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Jobs + fields = "__all__" + many = True + + +class CompaniesSerializer(serializers.HyperlinkedModelSerializer): + class Meta: + model = Companies + fields = "__all__" + many = True diff --git a/backend/api/views.py b/backend/api/views.py index b6d103a..aa8f98c 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -260,6 +260,15 @@ class AvailableCompanyDomainsViewSet(viewsets.ModelViewSet): serializer_class = model_serializers.AvailableCompanyDomainsSerializer +class JobsViewSet(viewsets.ModelViewSet): + queryset = model_serializers.Jobs.objects.all() + serializer_class = model_serializers.JobsSerializer + +class CompaniesViewSet(viewsets.ModelViewSet): + queryset = model_serializers.Companies.objects.all() + serializer_class = model_serializers.CompaniesSerializer + + # Testing file upload From f5eecb1f85ac36c43fb8b09aa449f5c811914f4b Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Tue, 24 Oct 2023 02:19:32 +0200 Subject: [PATCH 049/138] matching-algorithm-soft-hard-skills-deploy --- .gitignore | 1 + backend/api/migrate_skills_to_long.py | 129 ++++++++++++++++++ ...dates_hard_skill_test_matching_and_more.py | 33 +++++ backend/api/models.py | 83 ++++++++--- backend/api/serializers.py | 80 +++++++++-- 5 files changed, 298 insertions(+), 28 deletions(-) create mode 100644 backend/api/migrate_skills_to_long.py create mode 100644 backend/api/migrations/0029_candidates_hard_skill_test_matching_and_more.py diff --git a/.gitignore b/.gitignore index 81a04ce..da642b3 100644 --- a/.gitignore +++ b/.gitignore @@ -12,6 +12,7 @@ secrets/ rest_framework/ django_extensions/ admin/ +.env # Created by https://www.toptal.com/developers/gitignore/api/django # Edit at https://www.toptal.com/developers/gitignore?templates=django diff --git a/backend/api/migrate_skills_to_long.py b/backend/api/migrate_skills_to_long.py new file mode 100644 index 0000000..8444c52 --- /dev/null +++ b/backend/api/migrate_skills_to_long.py @@ -0,0 +1,129 @@ +from api.models import Candidates, Jobs, SoftSkills, Skills +import json + + +def migrate_candidates_soft_skills_to_long(): + candidates = Candidates.objects.all().values("candidate_id", "soft_skills") + + set_soft_skills: set = set() + + dict_candidates_soft_skills: dict = {} + dict_soft_skills: dict = {} + + for cand in candidates.iterator(): + cand_soft_skills: list = json.loads(cand["soft_skills"].replace("'", '"')) + dict_candidates_soft_skills[cand["candidate_id"]] = cand_soft_skills + + set_soft_skills.update(cand_soft_skills) + + soft_skills = SoftSkills.objects.filter(soft_skill_name__in=set_soft_skills) + + dict_soft_skills = { + ss.soft_skill_name: ss.soft_skill_id for ss in soft_skills.iterator() + } + + for cand, cand_skills in dict_candidates_soft_skills.items(): + for i in cand_skills: + if i in dict_soft_skills: + print(dict_soft_skills[i]) + + dict_candidates_soft_skills[cand] = [ + dict_soft_skills[i] for i in cand_skills if i in dict_soft_skills + ] + + for id, items in dict_candidates_soft_skills.items(): + if len(items) > 0: + Candidates.objects.get(pk=id).soft_skill_test_matching.set(items) + + +def migrate_candidates_hard_skills_to_long(): + candidates = Candidates.objects.all().values("candidate_id", "hard_skills") + + set_soft_skills: set = set() + + dict_candidates_soft_skills: dict = {} + dict_soft_skills: dict = {} + + for cand in candidates.iterator(): + if type(cand["hard_skills"]) == str: + cand_soft_skills: list = cand["hard_skills"].split(", ") + dict_candidates_soft_skills[cand["candidate_id"]] = cand_soft_skills + + set_soft_skills.update(cand_soft_skills) + + soft_skills = Skills.objects.filter(skill_name__in=set_soft_skills) + + dict_soft_skills = {ss.skill_name: ss.skill_id for ss in soft_skills.iterator()} + + for cand, cand_skills in dict_candidates_soft_skills.items(): + # for i in cand_skills: + # if i in dict_soft_skills: + # print(dict_soft_skills[i]) + + dict_candidates_soft_skills[cand] = [ + dict_soft_skills[i] for i in cand_skills if i in dict_soft_skills + ] + + for id, items in dict_candidates_soft_skills.items(): + if len(items) > 0: + Candidates.objects.get(pk=id).hard_skill_test_matching.set(items) + + +def migrate_job_hard_skills_to_long(): + candidates = Jobs.objects.all().values("job_id", "hard_skills") + + set_soft_skills: set = set() + + dict_candidates_soft_skills: dict = {} + dict_soft_skills: dict = {} + + for cand in candidates.iterator(): + if type(cand["hard_skills"]) == str: + cand_soft_skills: list = json.loads(cand["hard_skills"]) + dict_candidates_soft_skills[cand["job_id"]] = cand_soft_skills + + set_soft_skills.update(cand_soft_skills) + + soft_skills = Skills.objects.filter(skill_name__in=set_soft_skills) + + dict_soft_skills = {ss.skill_name: ss.skill_id for ss in soft_skills.iterator()} + + for cand, cand_skills in dict_candidates_soft_skills.items(): + dict_candidates_soft_skills[cand] = [ + dict_soft_skills[i] for i in cand_skills if i in dict_soft_skills + ] + + for id, items in dict_candidates_soft_skills.items(): + if len(items) > 0: + Jobs.objects.get(pk=id).hard_skill_test_matching.set(items) + + +def migrate_job_soft_skills_to_long(): + candidates = Jobs.objects.all().values("job_id", "soft_skills") + + set_soft_skills: set = set() + + dict_candidates_soft_skills: dict = {} + dict_soft_skills: dict = {} + + for cand in candidates.iterator(): + if type(cand["soft_skills"]) == str: + cand_soft_skills: list = json.loads(cand["soft_skills"]) + dict_candidates_soft_skills[cand["job_id"]] = cand_soft_skills + + set_soft_skills.update(cand_soft_skills) + + soft_skills = SoftSkills.objects.filter(soft_skill_name__in=set_soft_skills) + + dict_soft_skills = { + ss.soft_skill_name: ss.soft_skill_id for ss in soft_skills.iterator() + } + + for cand, cand_skills in dict_candidates_soft_skills.items(): + dict_candidates_soft_skills[cand] = [ + dict_soft_skills[i] for i in cand_skills if i in dict_soft_skills + ] + + for id, items in dict_candidates_soft_skills.items(): + if len(items) > 0: + Jobs.objects.get(pk=id).soft_skill_test_matching.set(items) diff --git a/backend/api/migrations/0029_candidates_hard_skill_test_matching_and_more.py b/backend/api/migrations/0029_candidates_hard_skill_test_matching_and_more.py new file mode 100644 index 0000000..7a96956 --- /dev/null +++ b/backend/api/migrations/0029_candidates_hard_skill_test_matching_and_more.py @@ -0,0 +1,33 @@ +# Generated by Django 4.2.5 on 2023-10-23 08:18 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0028_alter_jobs_company_alter_jobs_hard_skills_and_more'), + ] + + operations = [ + migrations.AddField( + model_name='candidates', + name='hard_skill_test_matching', + field=models.ManyToManyField(to='api.skills'), + ), + migrations.AddField( + model_name='candidates', + name='soft_skill_test_matching', + field=models.ManyToManyField(to='api.softskills'), + ), + migrations.AddField( + model_name='jobs', + name='hard_skill_test_matching', + field=models.ManyToManyField(to='api.skills'), + ), + migrations.AddField( + model_name='jobs', + name='soft_skill_test_matching', + field=models.ManyToManyField(to='api.softskills'), + ), + ] diff --git a/backend/api/models.py b/backend/api/models.py index 98b28ad..9eed83f 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -1,3 +1,4 @@ +from typing import Iterator from django.db import models from api.auth_models import AuthUsers import os @@ -6,6 +7,28 @@ DEFAULT_MAX_LENGTH = 255 +class Skills(models.Model): + skill_id = models.AutoField(primary_key=True) + skill_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) + + class Meta: + db_table = "skills" + + def __str__(self): + return self.skill_name + + +class SoftSkills(models.Model): + soft_skill_id = models.AutoField(primary_key=True) + soft_skill_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) + + def __str__(self): + return self.soft_skill_name + + class Meta: + db_table = "soft_skills" + + class AssociationUsers(models.Model): association_user_id = models.AutoField(primary_key=True) supabase_authenticaiton_uuid = models.UUIDField() @@ -109,6 +132,39 @@ class Candidates(models.Model): last_update = models.DateTimeField(auto_now=True, null=True) created_at = models.DateTimeField(auto_now_add=True, null=True) + soft_skill_test_matching = models.ManyToManyField(SoftSkills) + hard_skill_test_matching = models.ManyToManyField(Skills) + + def get_match_percentage( + self, list_skills_id: Iterator, soft_or_hard_skill: str + ) -> int: + """ + Calculate the percentage of matching skills between the input list of skills and the skills in the database. + + Args: + list_skills_id (Iterator): An iterator of integers representing the IDs of the skills to be matched. + soft_or_hard_skill (str): A string indicating whether to match soft or hard skills. + + Returns: + int: The percentage of matching skills between the input list of skills and the skills in the database. + """ + if soft_or_hard_skill == "soft": + skills = self.soft_skill_test_matching.values_list( + "soft_skill_id", flat=True + ) + elif soft_or_hard_skill == "hard": + skills = self.hard_skill_test_matching.values_list("skill_id", flat=True) + else: + raise ValueError + + skills = list(skills) + + return ( + len(set(list_skills_id).intersection(set(skills))) / len(list_skills_id) + if len(list_skills_id) > 0 + else 0 + ) * 100 + def __str__(self): return f"{self.candidate_id} - {self.first_name} {self.last_name}" @@ -237,13 +293,22 @@ class Jobs(models.Model): soft_skills = models.TextField(blank=True, null=True) hard_skills = models.TextField(blank=True, null=True) languages = models.TextField(blank=True, null=True) - open = models.BooleanField(default=True, blank=True, null=True) + soft_skill_test_matching = models.ManyToManyField(SoftSkills) + hard_skill_test_matching = models.ManyToManyField(Skills) + last_day_to_apply = models.DateField(blank=True, null=True) closed_at = models.DateTimeField(blank=True, null=True) created_at = models.DateTimeField(auto_now_add=True, blank=True, null=True) + @property + def matches(self): + matched_soft_candidates = Candidates.objects.filter( + soft_skill_test_matching__in=self.soft_skill_test_matching.iterator() + ) + return matched_soft_candidates + class Meta: db_table = "jobs" @@ -418,22 +483,6 @@ class Meta: db_table = "personality_candidates" -class Skills(models.Model): - skill_id = models.AutoField(primary_key=True) - skill_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) - - class Meta: - db_table = "skills" - - -class SoftSkills(models.Model): - soft_skill_id = models.AutoField(primary_key=True) - soft_skill_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) - - class Meta: - db_table = "soft_skills" - - class Status(models.Model): status_id = models.AutoField(primary_key=True) status_descrption = models.CharField(max_length=DEFAULT_MAX_LENGTH) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 024cded..cbadc1a 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -1,5 +1,6 @@ from django.contrib.auth.models import User + from api.models import * from rest_framework import serializers @@ -32,10 +33,22 @@ class Meta: many = True -class CandidatesSerializer(serializers.HyperlinkedModelSerializer): +class CandidatesSerializer(serializers.ModelSerializer): + hard_skills = serializers.StringRelatedField( + many=True, + source="hard_skill_test_matching", + ) + + soft_skills = serializers.StringRelatedField( + many=True, source="soft_skill_test_matching" + ) + class Meta: model = Candidates - fields = "__all__" + exclude = ( + "hard_skill_test_matching", + "soft_skill_test_matching", + ) many = True @@ -51,13 +64,6 @@ class Meta: fields = "__all__" -class CandidatesSerializer(serializers.HyperlinkedModelSerializer): - class Meta: - model = Candidates - fields = "__all__" - many = True - - class InvitationSerializer(serializers.HyperlinkedModelSerializer): association = AssociationsSerializer() @@ -122,10 +128,62 @@ class Meta: many = True -class JobsSerializer(serializers.HyperlinkedModelSerializer): +class CandidateMatchPercentageSerializer(serializers.BaseSerializer): + def to_representation(self, instance): + job = Jobs.objects.get(pk=210) + job_soft_skills = list( + job.soft_skill_test_matching.values_list("soft_skill_id", flat=True) + ) + job_hard_skills = list( + job.hard_skill_test_matching.values_list("skill_id", flat=True) + ) + + return [ + { + "id": candidate.candidate_id, + "name": candidate.preferred_name, + "soft_skills": candidate.soft_skill_test_matching.values_list( + "soft_skill_id", flat=True + ), + "soft_skills_match_percentage": candidate.get_match_percentage( + job_soft_skills, "soft" + ), + "hard_skills": candidate.hard_skill_test_matching.values_list( + "skill_id", flat=True + ), + "hard_skills_match_percentage": candidate.get_match_percentage( + job_soft_skills, "hard" + ), + } + for candidate in instance + ] + + def __init__(self, *args, **kwargs): + self.soft_skills = kwargs["context"].get("soft_skills") + super().__init__(*args, **kwargs) + + +class JobsSerializer(serializers.ModelSerializer): + # hard_skills = serializers.StringRelatedField( + # many=True, + # source="hard_skill_test_matching", + # ) + + soft_skills = serializers.PrimaryKeyRelatedField( + read_only=True, + many=True, + source="soft_skill_test_matching", + ) + + matches = CandidateMatchPercentageSerializer(context={"job_id": 1}) + class Meta: model = Jobs - fields = "__all__" + fields = ["matches", "soft_skills"] + # exclude = ( + # "soft_skill_test_matching", + # "hard_skill_test_matching", + # ) many = True From a93934731fb94a57de631d617434ec62042e8500 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Tue, 24 Oct 2023 14:04:11 +0200 Subject: [PATCH 050/138] Altered return values for token according to SHIFT-290 --- backend/api/auth_token.py | 22 +++++++++++++++++++++- backend/api/models.py | 4 ++++ backend/api/views.py | 1 + 3 files changed, 26 insertions(+), 1 deletion(-) diff --git a/backend/api/auth_token.py b/backend/api/auth_token.py index a281c77..accdd20 100644 --- a/backend/api/auth_token.py +++ b/backend/api/auth_token.py @@ -4,7 +4,7 @@ import jwt import requests -from api.models import SupabaseIdToUserIds +from api.models import SupabaseIdToUserIds, Candidates, Companies, Associations from api.auth_models import RefreshTokens from api import services from rest_framework import status @@ -98,10 +98,27 @@ def format_token(token: json) -> json: supabase_authenticaiton_uuid=supabase_user_id ).first() + match token["user"]["role"]: + case "candidate": + user_profile = Candidates + case "company_user": + user_profile = Companies + case "association_user": + user_profile = Associations + case "admin": + raise Exception("Admin not yet implemented") + + print("user ## ", user) if user: id = user.user_id + user_profile = user_profile.objects.get(pk=id).__dict__ else: id = "No id found in connection table, this is probably an old user." + user_profile = { + "first_name": "Generic First Name", + "last_name": "Generic Last Name", + "preferred_name": "Generic Preferred Name", + } new_token = { "access_token": token["access_token"], @@ -112,6 +129,9 @@ def format_token(token: json) -> json: "last_sign_in_at": token["user"]["last_sign_in_at"], "id": id, "refresh_token": token["refresh_token"], + "first_name": user_profile["first_name"], + "last_name": user_profile["last_name"], + "preferred_name": user_profile["preferred_name"], } return new_token diff --git a/backend/api/models.py b/backend/api/models.py index 9eed83f..bc3549c 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -60,6 +60,10 @@ class Associations(models.Model): logo_url = models.CharField(blank=True, null=True) created_at = models.DateTimeField(auto_now_add=True) + first_name = models.CharField(blank=True, null=True) + last_name = models.CharField(blank=True, null=True) + preferred_name = models.CharField(blank=True, null=True) + class Meta: db_table = "associations" diff --git a/backend/api/views.py b/backend/api/views.py index aa8f98c..958ca37 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -264,6 +264,7 @@ class JobsViewSet(viewsets.ModelViewSet): queryset = model_serializers.Jobs.objects.all() serializer_class = model_serializers.JobsSerializer + class CompaniesViewSet(viewsets.ModelViewSet): queryset = model_serializers.Companies.objects.all() serializer_class = model_serializers.CompaniesSerializer From 632f933310052e636eeee035f5dd26554ed40075 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Tue, 24 Oct 2023 14:08:08 +0200 Subject: [PATCH 051/138] a939347-deploy From a281a316e112b4359f48a03f915a5cf765eff7c5 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Tue, 24 Oct 2023 15:00:03 +0200 Subject: [PATCH 052/138] fixed-swagger-ui-deploy --- backend/api/serializers.py | 79 ++++++++++++++++++++++++-------------- 1 file changed, 51 insertions(+), 28 deletions(-) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index cbadc1a..40875eb 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -1,8 +1,7 @@ from django.contrib.auth.models import User - - from api.models import * from rest_framework import serializers +import os # Serializers define the API representation. @@ -128,9 +127,21 @@ class Meta: many = True -class CandidateMatchPercentageSerializer(serializers.BaseSerializer): +class CandidateMatchPercentageSerializer(serializers.ModelSerializer): def to_representation(self, instance): - job = Jobs.objects.get(pk=210) + HARD_SKILL_PERCENTAGE = float(os.environ["HARD_SKILL_PERCENTAGE"]) + SOFT_SKILL_PERCENTAGE = float(os.environ["SOFT_SKILL_PERCENTAGE"]) + FREE_TEXT_PERCENTAGE = float(os.environ["FREE_TEXT_PERCENTAGE"]) + + # I don't know how to get the parent's serializer so I did this, it's very ugly code + req = self.context.get("request") + job_id = req.path.split("/")[-2] + try: + job_id = int(job_id) + except Exception: + return "Match only available when calling with Job ID" + + job = Jobs.objects.get(pk=job_id) job_soft_skills = list( job.soft_skill_test_matching.values_list("soft_skill_id", flat=True) ) @@ -138,52 +149,64 @@ def to_representation(self, instance): job.hard_skill_test_matching.values_list("skill_id", flat=True) ) + match_percentages = {} + + for candidate in instance: + soft_skills_match = candidate.get_match_percentage(job_soft_skills, "soft") + hard_skills_match = candidate.get_match_percentage(job_hard_skills, "hard") + + match_percentages[candidate.candidate_id] = { + "soft_skills": soft_skills_match, + "hard_skills": hard_skills_match, + "full_match": ( + soft_skills_match * SOFT_SKILL_PERCENTAGE + + hard_skills_match * HARD_SKILL_PERCENTAGE + ), + } + return [ { "id": candidate.candidate_id, "name": candidate.preferred_name, - "soft_skills": candidate.soft_skill_test_matching.values_list( - "soft_skill_id", flat=True - ), - "soft_skills_match_percentage": candidate.get_match_percentage( - job_soft_skills, "soft" - ), - "hard_skills": candidate.hard_skill_test_matching.values_list( - "skill_id", flat=True - ), - "hard_skills_match_percentage": candidate.get_match_percentage( - job_soft_skills, "hard" - ), + "soft_skills_match": match_percentages[candidate.candidate_id][ + "soft_skills" + ], + "hard_skills_match": match_percentages[candidate.candidate_id][ + "hard_skills" + ], + "full_match": match_percentages[candidate.candidate_id]["full_match"], } for candidate in instance ] + class Meta: + model = Candidates + fields = ["candidate_id"] + def __init__(self, *args, **kwargs): - self.soft_skills = kwargs["context"].get("soft_skills") super().__init__(*args, **kwargs) class JobsSerializer(serializers.ModelSerializer): - # hard_skills = serializers.StringRelatedField( - # many=True, - # source="hard_skill_test_matching", - # ) + hard_skills = serializers.StringRelatedField( + many=True, + source="hard_skill_test_matching", + ) - soft_skills = serializers.PrimaryKeyRelatedField( + soft_skills = serializers.StringRelatedField( read_only=True, many=True, source="soft_skill_test_matching", ) - matches = CandidateMatchPercentageSerializer(context={"job_id": 1}) + matches = CandidateMatchPercentageSerializer() class Meta: model = Jobs - fields = ["matches", "soft_skills"] - # exclude = ( - # "soft_skill_test_matching", - # "hard_skill_test_matching", - # ) + exclude = ( + "soft_skill_test_matching", + "hard_skill_test_matching", + ) many = True From b9b9f2fb34ba26dd4e55c8fc8f96fcc203c136ef Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Tue, 24 Oct 2023 15:29:02 +0200 Subject: [PATCH 053/138] fixed-company-return-login-deploy --- backend/api/models.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/backend/api/models.py b/backend/api/models.py index bc3549c..1071a86 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -235,8 +235,9 @@ class Companies(models.Model): values = models.TextField( blank=True, null=True, db_comment="Values is what is important to the company" ) - main_contact_first_name = models.CharField(blank=True, null=True) - main_contact_last_name = models.CharField(blank=True, null=True) + first_name = models.CharField(blank=True, null=True) + last_name = models.CharField(blank=True, null=True) + preferred_name = models.CharField(blank=True, null=True) email_adress = models.CharField(blank=True, null=True) main_contact_region_code = models.IntegerField(blank=True, null=True) main_contact_phone_number = models.IntegerField(blank=True, null=True) From 1512b640e280716f2c3e2d672b3027438953aae3 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Tue, 24 Oct 2023 16:36:45 +0200 Subject: [PATCH 054/138] resolved-SHIFT-259-deploy --- backend/api/serializers.py | 13 ++++++++++--- 1 file changed, 10 insertions(+), 3 deletions(-) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 40875eb..7e232cd 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -168,13 +168,20 @@ def to_representation(self, instance): { "id": candidate.candidate_id, "name": candidate.preferred_name, - "soft_skills_match": match_percentages[candidate.candidate_id][ + "full_match_score": match_percentages[candidate.candidate_id][ + "full_match" + ], + "preferred_name": candidate.preferred_name, + "about_me": candidate.about_me, + "hard_skills": candidate.hard_skills, + "soft_skills": candidate.soft_skills, + "notice_period": candidate.notice_period_months, + "soft_skills_match_score": match_percentages[candidate.candidate_id][ "soft_skills" ], - "hard_skills_match": match_percentages[candidate.candidate_id][ + "hard_skills_match_score": match_percentages[candidate.candidate_id][ "hard_skills" ], - "full_match": match_percentages[candidate.candidate_id]["full_match"], } for candidate in instance ] From 3fbef3dd86af77c43540938897ae2c0af7e94c46 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Tue, 24 Oct 2023 18:47:24 +0200 Subject: [PATCH 055/138] Grouped Docs --- backend/shift_3_womenpp/settings.py | 1 + 1 file changed, 1 insertion(+) diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index eee7c23..9983f83 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -157,6 +157,7 @@ "DESCRIPTION": "Welcome to shift enter!", "VERSION": "0.12", "SERVE_INCLUDE_SCHEMA": False, + "SCHEMA_PATH_PREFIX": r"/api/*", } From ca32e2d138b8c33925549a3b487c9a7ea49cf562 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Tue, 24 Oct 2023 21:34:38 +0200 Subject: [PATCH 056/138] Added jobs listings per company endpoint --- ...st_name_associations_last_name_and_more.py | 28 +++++++++ ...irst_name_companies_first_name_and_more.py | 28 +++++++++ backend/api/routers.py | 5 ++ backend/api/serializers.py | 18 ++++++ backend/api/views.py | 61 +++++++++++++++++++ backend/shift_3_womenpp/settings.py | 8 ++- 6 files changed, 147 insertions(+), 1 deletion(-) create mode 100644 backend/api/migrations/0030_associations_first_name_associations_last_name_and_more.py create mode 100644 backend/api/migrations/0031_rename_main_contact_first_name_companies_first_name_and_more.py diff --git a/backend/api/migrations/0030_associations_first_name_associations_last_name_and_more.py b/backend/api/migrations/0030_associations_first_name_associations_last_name_and_more.py new file mode 100644 index 0000000..d6fb2e6 --- /dev/null +++ b/backend/api/migrations/0030_associations_first_name_associations_last_name_and_more.py @@ -0,0 +1,28 @@ +# Generated by Django 4.2.5 on 2023-10-24 11:58 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0029_candidates_hard_skill_test_matching_and_more'), + ] + + operations = [ + migrations.AddField( + model_name='associations', + name='first_name', + field=models.CharField(blank=True, null=True), + ), + migrations.AddField( + model_name='associations', + name='last_name', + field=models.CharField(blank=True, null=True), + ), + migrations.AddField( + model_name='associations', + name='preferred_name', + field=models.CharField(blank=True, null=True), + ), + ] diff --git a/backend/api/migrations/0031_rename_main_contact_first_name_companies_first_name_and_more.py b/backend/api/migrations/0031_rename_main_contact_first_name_companies_first_name_and_more.py new file mode 100644 index 0000000..5b36b0b --- /dev/null +++ b/backend/api/migrations/0031_rename_main_contact_first_name_companies_first_name_and_more.py @@ -0,0 +1,28 @@ +# Generated by Django 4.2.5 on 2023-10-24 13:25 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0030_associations_first_name_associations_last_name_and_more'), + ] + + operations = [ + migrations.RenameField( + model_name='companies', + old_name='main_contact_first_name', + new_name='first_name', + ), + migrations.RenameField( + model_name='companies', + old_name='main_contact_last_name', + new_name='last_name', + ), + migrations.AddField( + model_name='companies', + name='preferred_name', + field=models.CharField(blank=True, null=True), + ), + ] diff --git a/backend/api/routers.py b/backend/api/routers.py index 575844d..b92b48c 100644 --- a/backend/api/routers.py +++ b/backend/api/routers.py @@ -35,6 +35,11 @@ "view": SignupView.as_view(), "name": "invite", }, + { + "route": "api/company_jobs/", + "view": CompanyJobsViewSet.as_view({"get": "list"}), + "name": "companyJobs", + }, ] # Normal router setup, including list and registering ViewSets diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 7e232cd..444d1d3 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -128,6 +128,24 @@ class Meta: class CandidateMatchPercentageSerializer(serializers.ModelSerializer): + """ + Serializes the given instance into a Python dictionary. + + Args: + instance (QuerySet): A queryset containing the instances to be serialized. + + Returns: + list: A list of dictionaries, each representing an instance. + Each dictionary contains the following keys: + - id (int): The ID of the candidate. + - name (str): The name of the candidate. + - full_match_score (float): The full match score of the candidate. + - preferred_name (str): The preferred name of the candidate. + - about_me (str): The about me section of the candidate. + - hard_skills (list): A list of hard skills of the candidate. + - soft_skills (list): A list of soft skills of the candidate. + """ + def to_representation(self, instance): HARD_SKILL_PERCENTAGE = float(os.environ["HARD_SKILL_PERCENTAGE"]) SOFT_SKILL_PERCENTAGE = float(os.environ["SOFT_SKILL_PERCENTAGE"]) diff --git a/backend/api/views.py b/backend/api/views.py index 958ca37..0df5e27 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -2,6 +2,11 @@ from django.db import models from rest_framework.response import Response from rest_framework.views import APIView +from rest_framework import mixins +from drf_spectacular.utils import ( + extend_schema_view, + extend_schema, +) import json from api import serializers as model_serializers @@ -97,6 +102,41 @@ class WorkPermitsViewSet(viewsets.ModelViewSet): serializer_class = model_serializers.WorkPermitsSerializer +@extend_schema_view( + post=extend_schema( + summary="User login after signup", + description="Use this endpoint to login your user, password or refresh token need to be sent as authentification method, if both are sent, password will be considered the valid one.", + request={ + "application/json": { + "type": "object", + "properties": { + "email": {"type": "string", "required": True}, + "password": {"type": "string"}, + "refresh_token": {"type": "string"}, + }, + }, + }, + responses={ + "application/json": { + "type": "object", + "properties": { + "access_token": {"type": "string"}, + "token_type": {"type": "string"}, + "expires_in": {"type": "integer"}, + "expires_at": {"type": "integer"}, + "role": {"type": "string"}, + "last_sign_in_at": {"type": "string"}, + "id": {"type": "integer"}, + "refresh_token": {"type": "string"}, + "first_name": {"type": "string"}, + "last_name": {"type": "string"}, + "preferred_name": {"type": "string"}, + }, + }, + }, + # description="Provide the company id in the url parameter and this will retrieve all the jobs associated with the company", + ), +) class LoginView(APIView): def post(self, request): payload, status_code = gotrue_auth_request(request) @@ -270,6 +310,27 @@ class CompaniesViewSet(viewsets.ModelViewSet): serializer_class = model_serializers.CompaniesSerializer +@extend_schema_view( + list=extend_schema( + summary="Retrieve all jobs for a company", + description="Provide the company id in the url parameter and this will retrieve all the jobs associated with the company", + ), +) +class CompanyJobsViewSet( + mixins.ListModelMixin, + viewsets.GenericViewSet, +): + serializer_class = model_serializers.JobsSerializer + + def get_queryset(self): + """ + This view should return a list of all the purchases for + the user as determined by the username portion of the URL. + """ + username = self.kwargs["company_id"] + return model_serializers.Jobs.objects.filter(company_id=username) + + # Testing file upload diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index 9983f83..78c771d 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -10,7 +10,7 @@ https://docs.djangoproject.com/en/4.2/ref/settings/ """ -from os import getenv, path, mkdir +from os import getenv, path, mkdir, environ from pathlib import Path from dotenv import find_dotenv, load_dotenv @@ -18,6 +18,8 @@ ENV_FILE = find_dotenv(raise_error_if_not_found=True) load_dotenv(ENV_FILE) +environ["DOC_EXPANSION"] = "none" + # Build paths inside the project like this: BASE_DIR / 'subdir'. BASE_DIR = Path(__file__).resolve().parent.parent @@ -158,6 +160,10 @@ "VERSION": "0.12", "SERVE_INCLUDE_SCHEMA": False, "SCHEMA_PATH_PREFIX": r"/api/*", + "SWAGGER_UI_SETTINGS": { + "deepLinking": True, + "docExpansion ": ["full"], + }, } From f33608b9ccbb33167ca3a0e1f834e2adb7f971a2 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Tue, 24 Oct 2023 21:34:41 +0200 Subject: [PATCH 057/138] 2f7d5ee-deploy From 1dbc442b0505eb962bb5468dc5710d962c2b14cf Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Tue, 24 Oct 2023 23:50:41 +0200 Subject: [PATCH 058/138] Added matches to the company jobs view --- backend/api/models.py | 2 +- backend/api/serializers.py | 89 ++++++++++++-------------------------- 2 files changed, 29 insertions(+), 62 deletions(-) diff --git a/backend/api/models.py b/backend/api/models.py index 1071a86..337dfcd 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -117,7 +117,7 @@ class Candidates(models.Model): # status = models.ForeignKey( # "Status", # models.DO_NOTHING, - # blank=True, + # blank=True,class j # null=True, # db_comment="looking for a job, open to oferings, etc", # ) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 444d1d3..4ad4982 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -127,39 +127,35 @@ class Meta: many = True -class CandidateMatchPercentageSerializer(serializers.ModelSerializer): - """ - Serializes the given instance into a Python dictionary. - - Args: - instance (QuerySet): A queryset containing the instances to be serialized. - - Returns: - list: A list of dictionaries, each representing an instance. - Each dictionary contains the following keys: - - id (int): The ID of the candidate. - - name (str): The name of the candidate. - - full_match_score (float): The full match score of the candidate. - - preferred_name (str): The preferred name of the candidate. - - about_me (str): The about me section of the candidate. - - hard_skills (list): A list of hard skills of the candidate. - - soft_skills (list): A list of soft skills of the candidate. - """ - - def to_representation(self, instance): +class JobsSerializer(serializers.ModelSerializer): + hard_skills = serializers.StringRelatedField( + many=True, + source="hard_skill_test_matching", + ) + + soft_skills = serializers.StringRelatedField( + many=True, + source="soft_skill_test_matching", + ) + + matches = serializers.SerializerMethodField( + "get_rep", read_only=True, source="matches" + ) + + class Meta: + model = Jobs + exclude = ( + "soft_skill_test_matching", + "hard_skill_test_matching", + ) + many = True + + def get_rep(self, instance): HARD_SKILL_PERCENTAGE = float(os.environ["HARD_SKILL_PERCENTAGE"]) SOFT_SKILL_PERCENTAGE = float(os.environ["SOFT_SKILL_PERCENTAGE"]) FREE_TEXT_PERCENTAGE = float(os.environ["FREE_TEXT_PERCENTAGE"]) - # I don't know how to get the parent's serializer so I did this, it's very ugly code - req = self.context.get("request") - job_id = req.path.split("/")[-2] - try: - job_id = int(job_id) - except Exception: - return "Match only available when calling with Job ID" - - job = Jobs.objects.get(pk=job_id) + job = instance job_soft_skills = list( job.soft_skill_test_matching.values_list("soft_skill_id", flat=True) ) @@ -169,7 +165,8 @@ def to_representation(self, instance): match_percentages = {} - for candidate in instance: + candidates = instance.matches + for candidate in candidates: soft_skills_match = candidate.get_match_percentage(job_soft_skills, "soft") hard_skills_match = candidate.get_match_percentage(job_hard_skills, "hard") @@ -201,39 +198,9 @@ def to_representation(self, instance): "hard_skills" ], } - for candidate in instance + for candidate in candidates ] - class Meta: - model = Candidates - fields = ["candidate_id"] - - def __init__(self, *args, **kwargs): - super().__init__(*args, **kwargs) - - -class JobsSerializer(serializers.ModelSerializer): - hard_skills = serializers.StringRelatedField( - many=True, - source="hard_skill_test_matching", - ) - - soft_skills = serializers.StringRelatedField( - read_only=True, - many=True, - source="soft_skill_test_matching", - ) - - matches = CandidateMatchPercentageSerializer() - - class Meta: - model = Jobs - exclude = ( - "soft_skill_test_matching", - "hard_skill_test_matching", - ) - many = True - class CompaniesSerializer(serializers.HyperlinkedModelSerializer): class Meta: From e8f5f3f074942a028f71fe688dfcb87665ef923f Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Tue, 24 Oct 2023 23:50:52 +0200 Subject: [PATCH 059/138] 1dbc442-deploy From f7a80b83f974f4cfa4c86cbab63739bbb705713b Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Wed, 25 Oct 2023 00:27:44 +0200 Subject: [PATCH 060/138] Fixed return array for candidates in matches and return for hard and soft skills --- backend/api/models.py | 32 ++++++++++++++++++++++++++++---- backend/api/serializers.py | 16 ++++++++++++---- 2 files changed, 40 insertions(+), 8 deletions(-) diff --git a/backend/api/models.py b/backend/api/models.py index 337dfcd..ed9ccd9 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -1,8 +1,11 @@ +import os from typing import Iterator +from urllib import parse as parse_url + from django.db import models +from django.db.models import Q + from api.auth_models import AuthUsers -import os -from urllib import parse as parse_url DEFAULT_MAX_LENGTH = 255 @@ -139,6 +142,20 @@ class Candidates(models.Model): soft_skill_test_matching = models.ManyToManyField(SoftSkills) hard_skill_test_matching = models.ManyToManyField(Skills) + @property + def matches(self): + soft_skills_criterion = Q( + soft_skill_test_matching__in=self.soft_skill_test_matching.iterator() + ) + hard_skills_criterion = Q( + hard_skill_test_matching__in=self.hard_skill_test_matching.iterator() + ) + + matched_candidates = Jobs.objects.filter( + hard_skills_criterion + ) | Candidates.objects.filter(hard_skills_criterion) + return matched_candidates + def get_match_percentage( self, list_skills_id: Iterator, soft_or_hard_skill: str ) -> int: @@ -309,10 +326,17 @@ class Jobs(models.Model): @property def matches(self): - matched_soft_candidates = Candidates.objects.filter( + soft_skills_criterion = Q( soft_skill_test_matching__in=self.soft_skill_test_matching.iterator() ) - return matched_soft_candidates + hard_skills_criterion = Q( + hard_skill_test_matching__in=self.hard_skill_test_matching.iterator() + ) + + matched_candidates = Candidates.objects.filter( + hard_skills_criterion + ) | Candidates.objects.filter(hard_skills_criterion) + return matched_candidates class Meta: db_table = "jobs" diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 4ad4982..afb9edf 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -42,6 +42,10 @@ class CandidatesSerializer(serializers.ModelSerializer): many=True, source="soft_skill_test_matching" ) + # matches = serializers.SerializerMethodField( + # "get_matches", read_only=True, source="matches" + # ) + class Meta: model = Candidates exclude = ( @@ -139,7 +143,7 @@ class JobsSerializer(serializers.ModelSerializer): ) matches = serializers.SerializerMethodField( - "get_rep", read_only=True, source="matches" + "get_matches", read_only=True, source="matches" ) class Meta: @@ -150,7 +154,7 @@ class Meta: ) many = True - def get_rep(self, instance): + def get_matches(self, instance): HARD_SKILL_PERCENTAGE = float(os.environ["HARD_SKILL_PERCENTAGE"]) SOFT_SKILL_PERCENTAGE = float(os.environ["SOFT_SKILL_PERCENTAGE"]) FREE_TEXT_PERCENTAGE = float(os.environ["FREE_TEXT_PERCENTAGE"]) @@ -188,8 +192,12 @@ def get_rep(self, instance): ], "preferred_name": candidate.preferred_name, "about_me": candidate.about_me, - "hard_skills": candidate.hard_skills, - "soft_skills": candidate.soft_skills, + "hard_skills": candidate.hard_skill_test_matching.values_list( + "skill_name", flat=True + ), + "soft_skills": candidate.soft_skill_test_matching.values_list( + "soft_skill_name", flat=True + ), "notice_period": candidate.notice_period_months, "soft_skills_match_score": match_percentages[candidate.candidate_id][ "soft_skills" From 1765cb352b381c1ca1c8fa64eb544ef89abbda0e Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Wed, 25 Oct 2023 00:27:52 +0200 Subject: [PATCH 061/138] f7a80b8-deploy From 83a70cac407f7480f9706022de0466f44d3224a6 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Wed, 25 Oct 2023 01:05:24 +0200 Subject: [PATCH 062/138] Added list of matched jobs when calling a candidate by ID --- backend/api/models.py | 32 ++++++++++++++++++- backend/api/serializers.py | 63 ++++++++++++++++++++++++++++++++++++-- 2 files changed, 91 insertions(+), 4 deletions(-) diff --git a/backend/api/models.py b/backend/api/models.py index ed9ccd9..6f84dee 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -153,7 +153,7 @@ def matches(self): matched_candidates = Jobs.objects.filter( hard_skills_criterion - ) | Candidates.objects.filter(hard_skills_criterion) + ) | Jobs.objects.filter(hard_skills_criterion) return matched_candidates def get_match_percentage( @@ -338,6 +338,36 @@ def matches(self): ) | Candidates.objects.filter(hard_skills_criterion) return matched_candidates + def get_match_percentage( + self, list_skills_id: Iterator, soft_or_hard_skill: str + ) -> int: + """ + Calculate the percentage of matching skills between the input list of skills and the skills in the database. + + Args: + list_skills_id (Iterator): An iterator of integers representing the IDs of the skills to be matched. + soft_or_hard_skill (str): A string indicating whether to match soft or hard skills. + + Returns: + int: The percentage of matching skills between the input list of skills and the skills in the database. + """ + if soft_or_hard_skill == "soft": + skills = self.soft_skill_test_matching.values_list( + "soft_skill_id", flat=True + ) + elif soft_or_hard_skill == "hard": + skills = self.hard_skill_test_matching.values_list("skill_id", flat=True) + else: + raise ValueError + + skills = list(skills) + + return ( + len(set(list_skills_id).intersection(set(skills))) / len(list_skills_id) + if len(list_skills_id) > 0 + else 0 + ) * 100 + class Meta: db_table = "jobs" diff --git a/backend/api/serializers.py b/backend/api/serializers.py index afb9edf..bd85092 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -42,9 +42,9 @@ class CandidatesSerializer(serializers.ModelSerializer): many=True, source="soft_skill_test_matching" ) - # matches = serializers.SerializerMethodField( - # "get_matches", read_only=True, source="matches" - # ) + matches = serializers.SerializerMethodField( + "get_matches", read_only=True, source="matches" + ) class Meta: model = Candidates @@ -54,6 +54,63 @@ class Meta: ) many = True + def get_matches(self, instance): + HARD_SKILL_PERCENTAGE = float(os.environ["HARD_SKILL_PERCENTAGE"]) + SOFT_SKILL_PERCENTAGE = float(os.environ["SOFT_SKILL_PERCENTAGE"]) + FREE_TEXT_PERCENTAGE = float(os.environ["FREE_TEXT_PERCENTAGE"]) + + req = self.context.get("request") + job_id = req.path.split("/")[-2] + try: + job_id = int(job_id) + except Exception: + return "Match only available when calling with Candidate ID" + + job = instance + job_soft_skills = list( + job.soft_skill_test_matching.values_list("soft_skill_id", flat=True) + ) + job_hard_skills = list( + job.hard_skill_test_matching.values_list("skill_id", flat=True) + ) + + match_percentages = {} + + candidates = instance.matches + for candidate in candidates: + soft_skills_match = candidate.get_match_percentage(job_soft_skills, "soft") + hard_skills_match = candidate.get_match_percentage(job_hard_skills, "hard") + + match_percentages[candidate.job_id] = { + "soft_skills": soft_skills_match, + "hard_skills": hard_skills_match, + "full_match": ( + soft_skills_match * SOFT_SKILL_PERCENTAGE + + hard_skills_match * HARD_SKILL_PERCENTAGE + ), + } + + return [ + { + "id": candidate.job_id, + "name": candidate.job_title, + "full_match_score": match_percentages[candidate.job_id]["full_match"], + "hard_skills": candidate.hard_skill_test_matching.values_list( + "skill_name", flat=True + ), + "soft_skills": candidate.soft_skill_test_matching.values_list( + "soft_skill_name", flat=True + ), + "soft_skills_match_score": match_percentages[candidate.job_id][ + "soft_skills" + ], + "hard_skills_match_score": match_percentages[candidate.job_id][ + "hard_skills" + ], + } + for candidate in candidates + ] + class LanguagesSerializer(serializers.HyperlinkedModelSerializer): class Meta: From 5c67c5c251ebfb0023504e8058224a303d35bae2 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Wed, 25 Oct 2023 01:05:33 +0200 Subject: [PATCH 063/138] 83a70ca-deploy From 609bae9989e02cf4e7db4e7d423cb7c8c971c5ba Mon Sep 17 00:00:00 2001 From: Tanya Golubev <44844712+golubevtanya@users.noreply.github.com> Date: Wed, 25 Oct 2023 15:50:17 +0200 Subject: [PATCH 064/138] from_alpine_to_debian_container-deploy Co-authored-by: TanyaSpiden --- backend/.dockerignore | 1 - backend/Dockerfile | 32 +++++----------------------- backend/api/models.py | 24 ++++++++++----------- backend/docker_requirements.txt | Bin 1422 -> 1518 bytes backend/requirements.txt | Bin 1456 -> 1552 bytes backend/shift_3_womenpp/settings.py | 2 +- 6 files changed, 18 insertions(+), 41 deletions(-) diff --git a/backend/.dockerignore b/backend/.dockerignore index 8a5d726..a96bcc1 100644 --- a/backend/.dockerignore +++ b/backend/.dockerignore @@ -5,7 +5,6 @@ code .egg# Include any files or directories that you don't want to be copied to # https://docs.docker.com/engine/reference/builder/#dockerignore-file static/ -requirements.txt logs/ logs/* diff --git a/backend/Dockerfile b/backend/Dockerfile index 787fbd7..c816ae4 100644 --- a/backend/Dockerfile +++ b/backend/Dockerfile @@ -1,27 +1,7 @@ -# syntax=docker/dockerfile:1 - -# Comments are provided throughout this file to help you get started. -# If you need more help, visit the Dockerfile reference guide at -# https://docs.docker.com/engine/reference/builder/ - -FROM alpine:3.18.4 as base - -# Prevents Python from writing pyc files. -ENV PYTHONDONTWRITEBYTECODE=1 - -# Keeps Python from buffering stdout and stderr to avoid situations where -# the application crashes without emitting any logs due to buffering. -ENV PYTHONUNBUFFERED=1 -ENV PIP_DISABLE_PIP_VERSION_CHECK=1 +FROM python:3.11.6-slim as base WORKDIR /app -# Create log files and give permission to write at runtime -RUN mkdir logs \ - && chmod 0755 logs/ - -# Create a non-privileged user that the app will run under. -# See https://docs.docker.com/develop/develop-images/dockerfile_best-practices/#user ARG UID=10001 RUN adduser \ --disabled-password \ @@ -32,13 +12,11 @@ RUN adduser \ --uid "${UID}" \ appuser -# Enabe unicorn access to files -RUN apk update -RUN apk add python3 py3-pip py3-psycopg2 - +RUN apt-get update && apt-get install +RUN apt-get -y install libpq-dev gcc -COPY docker_requirements.txt docker_requirements.txt -RUN --mount=type=cache,target=/root/.cache/pip pip3 install -r docker_requirements.txt +COPY requirements.txt requirements.txt +RUN --mount=type=cache,target=/root/.cache/pip pip install -r requirements.txt # Copy the source code into the container. COPY . . diff --git a/backend/api/models.py b/backend/api/models.py index 6f84dee..b3ba5e8 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -157,7 +157,7 @@ def matches(self): return matched_candidates def get_match_percentage( - self, list_skills_id: Iterator, soft_or_hard_skill: str + self, jobs_skills: Iterator, soft_or_hard_skill: str ) -> int: """ Calculate the percentage of matching skills between the input list of skills and the skills in the database. @@ -170,19 +170,19 @@ def get_match_percentage( int: The percentage of matching skills between the input list of skills and the skills in the database. """ if soft_or_hard_skill == "soft": - skills = self.soft_skill_test_matching.values_list( + candidate_skills = self.soft_skill_test_matching.values_list( "soft_skill_id", flat=True ) elif soft_or_hard_skill == "hard": - skills = self.hard_skill_test_matching.values_list("skill_id", flat=True) + candidate_skills = self.hard_skill_test_matching.values_list("skill_id", flat=True) else: raise ValueError - skills = list(skills) + candidate_skills = list(candidate_skills) return ( - len(set(list_skills_id).intersection(set(skills))) / len(list_skills_id) - if len(list_skills_id) > 0 + len(set(jobs_skills).intersection(set(candidate_skills))) / len(jobs_skills) + if len(jobs_skills) > 0 else 0 ) * 100 @@ -339,7 +339,7 @@ def matches(self): return matched_candidates def get_match_percentage( - self, list_skills_id: Iterator, soft_or_hard_skill: str + self, candidate_skills: Iterator, soft_or_hard_skill: str ) -> int: """ Calculate the percentage of matching skills between the input list of skills and the skills in the database. @@ -352,19 +352,19 @@ def get_match_percentage( int: The percentage of matching skills between the input list of skills and the skills in the database. """ if soft_or_hard_skill == "soft": - skills = self.soft_skill_test_matching.values_list( + jobs_skills = self.soft_skill_test_matching.values_list( "soft_skill_id", flat=True ) elif soft_or_hard_skill == "hard": - skills = self.hard_skill_test_matching.values_list("skill_id", flat=True) + jobs_skills = self.hard_skill_test_matching.values_list("skill_id", flat=True) else: raise ValueError - skills = list(skills) + jobs_skills = list(jobs_skills) return ( - len(set(list_skills_id).intersection(set(skills))) / len(list_skills_id) - if len(list_skills_id) > 0 + len(set(candidate_skills).intersection(set(jobs_skills))) / len(jobs_skills) + if len(jobs_skills) > 0 else 0 ) * 100 diff --git a/backend/docker_requirements.txt b/backend/docker_requirements.txt index ac382b399e86933aa9faaee2388c47c6bb8ae4ff..df66ad36ead709026ed01687ab2413b8d5d1608e 100644 GIT binary patch delta 104 zcmeCnP8Bmm8?5NrSd delta 7 OcmaFI-N(J5j}-t6?gG{T diff --git a/backend/requirements.txt b/backend/requirements.txt index 02f908caffce9188cdd19c1ff09172d4c9866346..39ab476986bb8cd48203d6bf240f2348f403ad9b 100644 GIT binary patch delta 104 zcmdnMJ%MM#2G#^#1}=tTh608}hGd3H23sIBX3%3W2Vx@zh+H;9CPNMo`Z1(36oFM3 h0%Z+=*chxL6R5kAp@boWA)g@+EN=mnGh{FWlK{h(5K{mE delta 7 OcmbQhvw?fV237zIPy)RG diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index 78c771d..16a63ca 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -157,7 +157,7 @@ SPECTACULAR_SETTINGS = { "TITLE": "Shift Enter API", "DESCRIPTION": "Welcome to shift enter!", - "VERSION": "0.12", + "VERSION": "0.13", "SERVE_INCLUDE_SCHEMA": False, "SCHEMA_PATH_PREFIX": r"/api/*", "SWAGGER_UI_SETTINGS": { From bce76e3df303cb891a0101eabcfd6a66ed249618 Mon Sep 17 00:00:00 2001 From: Tanya Golubev <44844712+golubevtanya@users.noreply.github.com> Date: Wed, 25 Oct 2023 16:02:41 +0200 Subject: [PATCH 065/138] Debian_docker-deploy Co-authored-by: Tanya --- .github/workflows/build-and-deploy-backend.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/build-and-deploy-backend.yaml b/.github/workflows/build-and-deploy-backend.yaml index 4b3b0a2..f99701a 100644 --- a/.github/workflows/build-and-deploy-backend.yaml +++ b/.github/workflows/build-and-deploy-backend.yaml @@ -60,7 +60,7 @@ jobs: uses: 'google-github-actions/deploy-cloudrun@v1' with: service: ${{ env.IMAGE_NAME }} - image: ${{ env.REPOSITORY_REGION }}-docker.pkg.dev/${{ env.PROJECT_ID }}/${{ env.REPO_NAME }}/${{ env.IMAGE_NAME }}:${{ github.event.head_commit.message }} + image: ${{ env.REPOSITORY_REGION }}-docker.pkg.dev/${{ env.PROJECT_ID }}/${{ env.REPO_NAME }}/${{ env.IMAGE_NAME }}:${{ github.sha }} region: ${{ env.REPOSITORY_REGION }} - name: 'Use output' From 480213c410e07c3f061334242e7c75219d59ff4c Mon Sep 17 00:00:00 2001 From: Tanya Golubev <44844712+golubevtanya@users.noreply.github.com> Date: Wed, 25 Oct 2023 16:12:19 +0200 Subject: [PATCH 066/138] Debian_docker-deploy Co-authored-by: Tanya --- .github/workflows/build-and-deploy-backend.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/build-and-deploy-backend.yaml b/.github/workflows/build-and-deploy-backend.yaml index f99701a..509d63f 100644 --- a/.github/workflows/build-and-deploy-backend.yaml +++ b/.github/workflows/build-and-deploy-backend.yaml @@ -46,7 +46,7 @@ jobs: with: push: true tags: | - ${{ env.REPOSITORY_REGION }}-docker.pkg.dev/${{ env.PROJECT_ID }}/${{ env.REPO_NAME }}/${{ env.IMAGE_NAME }}:${{ github.event.head_commit.message }} + ${{ env.REPOSITORY_REGION }}-docker.pkg.dev/${{ env.PROJECT_ID }}/${{ env.REPO_NAME }}/${{ env.IMAGE_NAME }}:${{ github.sha }} context: ./backend - id: 'auth' From 52ad683d66f7f8474230820b172d61cf836973e4 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Wed, 25 Oct 2023 16:35:21 +0200 Subject: [PATCH 067/138] New fields for embeddeds and update on save --- backend/api/models.py | 3 +++ backend/api/serializers.py | 38 ++++++++++++++++++++++++++++++++------ 2 files changed, 35 insertions(+), 6 deletions(-) diff --git a/backend/api/models.py b/backend/api/models.py index 6f84dee..62d91d2 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -102,6 +102,8 @@ class Candidates(models.Model): soft_skills = models.TextField() gender = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) ethnicity = models.IntegerField(blank=True, null=True) + aboutme_embedded = models.TextField(blank=True, null=True) + experience_abedded = models.TextField(blank=True, null=True) # desired_job = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) # personality_description = models.TextField(blank=True, null=True) @@ -319,6 +321,7 @@ class Jobs(models.Model): soft_skill_test_matching = models.ManyToManyField(SoftSkills) hard_skill_test_matching = models.ManyToManyField(Skills) + description_embedded = models.TextField(blank=True, null=True) last_day_to_apply = models.DateField(blank=True, null=True) closed_at = models.DateTimeField(blank=True, null=True) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index bd85092..efd5017 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -32,14 +32,34 @@ class Meta: many = True +class HardSkillsNamesSerializer(serializers.PrimaryKeyRelatedField): + queryset = Skills.objects.all() + + class Meta: + model = Skills + fields = "__all__" + + def to_representation(self, value): + return value.skill_name + + +class SoftSkillsNamesSerializer(serializers.PrimaryKeyRelatedField): + queryset = SoftSkills.objects.all() + + class Meta: + model = SoftSkills + fields = "__all__" + + def to_representation(self, value): + return value.soft_skill_name + + class CandidatesSerializer(serializers.ModelSerializer): - hard_skills = serializers.StringRelatedField( - many=True, - source="hard_skill_test_matching", + hard_skills = HardSkillsNamesSerializer( + source="hard_skill_test_matching", many=True ) - - soft_skills = serializers.StringRelatedField( - many=True, source="soft_skill_test_matching" + soft_skills = SoftSkillsNamesSerializer( + source="soft_skill_test_matching", many=True ) matches = serializers.SerializerMethodField( @@ -51,9 +71,15 @@ class Meta: exclude = ( "hard_skill_test_matching", "soft_skill_test_matching", + "aboutme_embedded", + "experience_abedded", ) many = True + def validate(self, data): + print(data["soft_skill_test_matching"][0].soft_skill_name) + return data + def get_matches(self, instance): HARD_SKILL_PERCENTAGE = float(os.environ["HARD_SKILL_PERCENTAGE"]) SOFT_SKILL_PERCENTAGE = float(os.environ["SOFT_SKILL_PERCENTAGE"]) From eda0e0ed23904b9a1ccb2d61754b4cae0b410340 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Wed, 25 Oct 2023 16:41:42 +0200 Subject: [PATCH 068/138] New fields for embeddeds and update on save (#59) --- backend/api/models.py | 3 +++ backend/api/serializers.py | 38 ++++++++++++++++++++++++++++++++------ 2 files changed, 35 insertions(+), 6 deletions(-) diff --git a/backend/api/models.py b/backend/api/models.py index b3ba5e8..5f9389a 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -102,6 +102,8 @@ class Candidates(models.Model): soft_skills = models.TextField() gender = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) ethnicity = models.IntegerField(blank=True, null=True) + aboutme_embedded = models.TextField(blank=True, null=True) + experience_abedded = models.TextField(blank=True, null=True) # desired_job = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) # personality_description = models.TextField(blank=True, null=True) @@ -319,6 +321,7 @@ class Jobs(models.Model): soft_skill_test_matching = models.ManyToManyField(SoftSkills) hard_skill_test_matching = models.ManyToManyField(Skills) + description_embedded = models.TextField(blank=True, null=True) last_day_to_apply = models.DateField(blank=True, null=True) closed_at = models.DateTimeField(blank=True, null=True) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index bd85092..efd5017 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -32,14 +32,34 @@ class Meta: many = True +class HardSkillsNamesSerializer(serializers.PrimaryKeyRelatedField): + queryset = Skills.objects.all() + + class Meta: + model = Skills + fields = "__all__" + + def to_representation(self, value): + return value.skill_name + + +class SoftSkillsNamesSerializer(serializers.PrimaryKeyRelatedField): + queryset = SoftSkills.objects.all() + + class Meta: + model = SoftSkills + fields = "__all__" + + def to_representation(self, value): + return value.soft_skill_name + + class CandidatesSerializer(serializers.ModelSerializer): - hard_skills = serializers.StringRelatedField( - many=True, - source="hard_skill_test_matching", + hard_skills = HardSkillsNamesSerializer( + source="hard_skill_test_matching", many=True ) - - soft_skills = serializers.StringRelatedField( - many=True, source="soft_skill_test_matching" + soft_skills = SoftSkillsNamesSerializer( + source="soft_skill_test_matching", many=True ) matches = serializers.SerializerMethodField( @@ -51,9 +71,15 @@ class Meta: exclude = ( "hard_skill_test_matching", "soft_skill_test_matching", + "aboutme_embedded", + "experience_abedded", ) many = True + def validate(self, data): + print(data["soft_skill_test_matching"][0].soft_skill_name) + return data + def get_matches(self, instance): HARD_SKILL_PERCENTAGE = float(os.environ["HARD_SKILL_PERCENTAGE"]) SOFT_SKILL_PERCENTAGE = float(os.environ["SOFT_SKILL_PERCENTAGE"]) From 84a429c4474d2b83c4c07ad7ca963bac9e059264 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Wed, 25 Oct 2023 16:47:04 +0200 Subject: [PATCH 069/138] update display of skills in serialiazer when saving candidate with list --- backend/api/serializers.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index efd5017..6bf853f 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -77,7 +77,12 @@ class Meta: many = True def validate(self, data): - print(data["soft_skill_test_matching"][0].soft_skill_name) + print( + [ + data["soft_skill_test_matching"][i].soft_skill_name + for i in data["soft_skill_test_matching"] + ] + ) return data def get_matches(self, instance): From a4bf7ef3875e00b23ff45070545d80d25621962d Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Wed, 25 Oct 2023 18:14:10 +0200 Subject: [PATCH 070/138] Jobs and Cadidates now accept a Send-Matches header (#60) -deploy --- backend/api/serializers.py | 23 +++++++++++++++++------ backend/api/views.py | 36 ++++++++++++++++++++++++++++++++---- 2 files changed, 49 insertions(+), 10 deletions(-) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 6bf853f..9f7bd22 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -77,15 +77,18 @@ class Meta: many = True def validate(self, data): - print( - [ - data["soft_skill_test_matching"][i].soft_skill_name - for i in data["soft_skill_test_matching"] - ] - ) + print(data["about_me"]) return data def get_matches(self, instance): + headers = self.context["request"].headers + print(headers) + if "Send-Matches" in headers: + if headers["Send-Matches"] != "true": + return "Send-Matches not set to true" + else: + return "No Send-Matches in header" + HARD_SKILL_PERCENTAGE = float(os.environ["HARD_SKILL_PERCENTAGE"]) SOFT_SKILL_PERCENTAGE = float(os.environ["SOFT_SKILL_PERCENTAGE"]) FREE_TEXT_PERCENTAGE = float(os.environ["FREE_TEXT_PERCENTAGE"]) @@ -243,6 +246,14 @@ class Meta: many = True def get_matches(self, instance): + headers = self.context["request"].headers + print(headers) + if "Send-Matches" in headers: + if headers["Send-Matches"] != "true": + return "Send-Matches not set to true" + else: + return "No Send-Matches in header" + HARD_SKILL_PERCENTAGE = float(os.environ["HARD_SKILL_PERCENTAGE"]) SOFT_SKILL_PERCENTAGE = float(os.environ["SOFT_SKILL_PERCENTAGE"]) FREE_TEXT_PERCENTAGE = float(os.environ["FREE_TEXT_PERCENTAGE"]) diff --git a/backend/api/views.py b/backend/api/views.py index 0df5e27..46b93c9 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -3,10 +3,7 @@ from rest_framework.response import Response from rest_framework.views import APIView from rest_framework import mixins -from drf_spectacular.utils import ( - extend_schema_view, - extend_schema, -) +from drf_spectacular.utils import extend_schema_view, extend_schema, OpenApiParameter import json from api import serializers as model_serializers @@ -290,6 +287,21 @@ def post(self, request): return Response(response_payload, status=status_code) +@extend_schema_view( + retrieve=extend_schema( + summary="Retrieve information for a candidate", + description=""" + Provide the candidate id in the url parameter and this will retrieve all the information associated with the candidate. + + Optional: + Send-Matches: bool + Retrieves the job matches associated with this cadidate + """, + parameters=[ + OpenApiParameter("Send-Matches", bool, OpenApiParameter.HEADER), + ], + ), +) class CandidatesViewSet(viewsets.ModelViewSet): queryset = model_serializers.Candidates.objects.all() serializer_class = model_serializers.CandidatesSerializer @@ -300,6 +312,22 @@ class AvailableCompanyDomainsViewSet(viewsets.ModelViewSet): serializer_class = model_serializers.AvailableCompanyDomainsSerializer +@extend_schema_view( + retrieve=extend_schema( + summary="Retrieve information for a job", + description=""" + Provide the job id in the url parameter and this will retrieve all the information associated with the job. + + Optional: + Send-Matches: bool + Retrieves the job matches associated with this cadidate + """, + parameters=[ + OpenApiParameter("job_id", int, OpenApiParameter.PATH, required=True), + OpenApiParameter("Send-Matches", bool, OpenApiParameter.HEADER), + ], + ), +) class JobsViewSet(viewsets.ModelViewSet): queryset = model_serializers.Jobs.objects.all() serializer_class = model_serializers.JobsSerializer From b5b9fb7a31fa4ea30fc43feba0dc2933f66bdebd Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Wed, 25 Oct 2023 19:43:37 +0200 Subject: [PATCH 071/138] Changed the return of the matches to be conditional to the Hide-Matches header -deploy From dd4fe47a60f4a552fbb54d2c86bee1c4b1a39b12 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Wed, 25 Oct 2023 20:21:51 +0200 Subject: [PATCH 072/138] Changed command to hide Hide-Matches to Show matches --- backend/api/serializers.py | 19 +++++++++++++------ backend/api/views.py | 36 ++++++++++++++++++++++++++++++++---- 2 files changed, 45 insertions(+), 10 deletions(-) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 6bf853f..5dc6c7d 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -77,15 +77,16 @@ class Meta: many = True def validate(self, data): - print( - [ - data["soft_skill_test_matching"][i].soft_skill_name - for i in data["soft_skill_test_matching"] - ] - ) + print(data["about_me"]) return data def get_matches(self, instance): + headers = self.context["request"].headers + print(headers) + if "Hide-Matches" in headers: + if headers["Hide-Matches"] == "true": + return "Hide-Matches set to true" + HARD_SKILL_PERCENTAGE = float(os.environ["HARD_SKILL_PERCENTAGE"]) SOFT_SKILL_PERCENTAGE = float(os.environ["SOFT_SKILL_PERCENTAGE"]) FREE_TEXT_PERCENTAGE = float(os.environ["FREE_TEXT_PERCENTAGE"]) @@ -243,6 +244,12 @@ class Meta: many = True def get_matches(self, instance): + headers = self.context["request"].headers + print(headers) + if "Hide-Matches" in headers: + if headers["Hide-Matches"] == "true": + return "Hide-Matches set to true" + HARD_SKILL_PERCENTAGE = float(os.environ["HARD_SKILL_PERCENTAGE"]) SOFT_SKILL_PERCENTAGE = float(os.environ["SOFT_SKILL_PERCENTAGE"]) FREE_TEXT_PERCENTAGE = float(os.environ["FREE_TEXT_PERCENTAGE"]) diff --git a/backend/api/views.py b/backend/api/views.py index 0df5e27..fc6638e 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -3,10 +3,7 @@ from rest_framework.response import Response from rest_framework.views import APIView from rest_framework import mixins -from drf_spectacular.utils import ( - extend_schema_view, - extend_schema, -) +from drf_spectacular.utils import extend_schema_view, extend_schema, OpenApiParameter import json from api import serializers as model_serializers @@ -290,6 +287,21 @@ def post(self, request): return Response(response_payload, status=status_code) +@extend_schema_view( + retrieve=extend_schema( + summary="Retrieve information for a candidate", + description=""" + Provide the candidate id in the url parameter and this will retrieve all the information associated with the candidate. + + Optional: + Hide-Matches: bool + If true, will not return the matches for faster loading + """, + parameters=[ + OpenApiParameter("Hide-Matches", bool, OpenApiParameter.HEADER), + ], + ), +) class CandidatesViewSet(viewsets.ModelViewSet): queryset = model_serializers.Candidates.objects.all() serializer_class = model_serializers.CandidatesSerializer @@ -300,6 +312,22 @@ class AvailableCompanyDomainsViewSet(viewsets.ModelViewSet): serializer_class = model_serializers.AvailableCompanyDomainsSerializer +@extend_schema_view( + retrieve=extend_schema( + summary="Retrieve information for a job", + description=""" + Provide the job id in the url parameter and this will retrieve all the information associated with the job. + + Optional: + Hide-Matches: bool + If true, will not return the matches for faster loading + """, + parameters=[ + OpenApiParameter("job_id", int, OpenApiParameter.PATH, required=True), + OpenApiParameter("Hide-Matches", bool, OpenApiParameter.HEADER), + ], + ), +) class JobsViewSet(viewsets.ModelViewSet): queryset = model_serializers.Jobs.objects.all() serializer_class = model_serializers.JobsSerializer From 993f241101f20118a07cd2f5aea64929a7b642f9 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Wed, 25 Oct 2023 20:28:06 +0200 Subject: [PATCH 073/138] Backend matchs conditional (#63)-deploy --- backend/api/serializers.py | 18 ++++++------------ backend/api/views.py | 8 ++++---- 2 files changed, 10 insertions(+), 16 deletions(-) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 9f7bd22..62ea2ab 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -82,12 +82,9 @@ def validate(self, data): def get_matches(self, instance): headers = self.context["request"].headers - print(headers) - if "Send-Matches" in headers: - if headers["Send-Matches"] != "true": - return "Send-Matches not set to true" - else: - return "No Send-Matches in header" + if "Hide-Matches" in headers: + if headers["Hide-Matches"] == "true": + return "Hide-Matches set to true" HARD_SKILL_PERCENTAGE = float(os.environ["HARD_SKILL_PERCENTAGE"]) SOFT_SKILL_PERCENTAGE = float(os.environ["SOFT_SKILL_PERCENTAGE"]) @@ -247,12 +244,9 @@ class Meta: def get_matches(self, instance): headers = self.context["request"].headers - print(headers) - if "Send-Matches" in headers: - if headers["Send-Matches"] != "true": - return "Send-Matches not set to true" - else: - return "No Send-Matches in header" + if "Hide-Matches" in headers: + if headers["Hide-Matches"] == "true": + return "Hide-Matches set to true" HARD_SKILL_PERCENTAGE = float(os.environ["HARD_SKILL_PERCENTAGE"]) SOFT_SKILL_PERCENTAGE = float(os.environ["SOFT_SKILL_PERCENTAGE"]) diff --git a/backend/api/views.py b/backend/api/views.py index 46b93c9..1a34b97 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -294,11 +294,11 @@ def post(self, request): Provide the candidate id in the url parameter and this will retrieve all the information associated with the candidate. Optional: - Send-Matches: bool + Hide-Matches: bool Retrieves the job matches associated with this cadidate """, parameters=[ - OpenApiParameter("Send-Matches", bool, OpenApiParameter.HEADER), + OpenApiParameter("Hide-Matches", bool, OpenApiParameter.HEADER), ], ), ) @@ -319,12 +319,12 @@ class AvailableCompanyDomainsViewSet(viewsets.ModelViewSet): Provide the job id in the url parameter and this will retrieve all the information associated with the job. Optional: - Send-Matches: bool + Hide-Matchess: bool Retrieves the job matches associated with this cadidate """, parameters=[ OpenApiParameter("job_id", int, OpenApiParameter.PATH, required=True), - OpenApiParameter("Send-Matches", bool, OpenApiParameter.HEADER), + OpenApiParameter("Hide-Matches", bool, OpenApiParameter.HEADER), ], ), ) From 6433318d4b988c92dfed270ece1e23d2f46a4850 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Thu, 26 Oct 2023 00:09:18 +0200 Subject: [PATCH 074/138] Added embedded matching algorithm files and in function --- .gitignore | 43 ++++++++++++++++++++++++++++++- backend/api/matching_algorithm.py | 5 ++++ backend/api/models.py | 8 ++++-- backend/api/serializers.py | 34 ++++++++++++++++-------- 4 files changed, 76 insertions(+), 14 deletions(-) create mode 100644 backend/api/matching_algorithm.py diff --git a/.gitignore b/.gitignore index da642b3..24826b8 100644 --- a/.gitignore +++ b/.gitignore @@ -189,4 +189,45 @@ cython_debug/ # option (not recommended) you can uncomment the following to ignore the entire idea folder. #.idea/ -# End of https://www.toptal.com/developers/gitignore/api/django \ No newline at end of file +# End of https://www.toptal.com/developers/gitignore/api/django + +# Created by https://www.toptal.com/developers/gitignore/api/nextjs +# Edit at https://www.toptal.com/developers/gitignore?templates=nextjs + +### NextJS ### +# dependencies +/node_modules +/.pnp +.pnp.js + +# testing +/coverage + +# next.js +/.next/ +/out/ + +# production +/build + +# misc +.DS_Store +*.pem + +# debug +npm-debug.log* +yarn-debug.log* +yarn-error.log* +.pnpm-debug.log* + +# local env files +.env*.local + +# vercel +.vercel + +# typescript +*.tsbuildinfo +next-env.d.ts + +# End of https://www.toptal.com/developers/gitignore/api/nextjs diff --git a/backend/api/matching_algorithm.py b/backend/api/matching_algorithm.py new file mode 100644 index 0000000..9218c5d --- /dev/null +++ b/backend/api/matching_algorithm.py @@ -0,0 +1,5 @@ +def get_free_text_match( + job_embeddings, + candidate_embeddings, +): + return 0 diff --git a/backend/api/models.py b/backend/api/models.py index 5f9389a..0366806 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -176,7 +176,9 @@ def get_match_percentage( "soft_skill_id", flat=True ) elif soft_or_hard_skill == "hard": - candidate_skills = self.hard_skill_test_matching.values_list("skill_id", flat=True) + candidate_skills = self.hard_skill_test_matching.values_list( + "skill_id", flat=True + ) else: raise ValueError @@ -359,7 +361,9 @@ def get_match_percentage( "soft_skill_id", flat=True ) elif soft_or_hard_skill == "hard": - jobs_skills = self.hard_skill_test_matching.values_list("skill_id", flat=True) + jobs_skills = self.hard_skill_test_matching.values_list( + "skill_id", flat=True + ) else: raise ValueError diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 0e92600..381c773 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -2,6 +2,7 @@ from api.models import * from rest_framework import serializers import os +from api.matching_algorithm import get_free_text_match # Serializers define the API representation. @@ -99,27 +100,33 @@ def get_matches(self, instance): except Exception: return "Match only available when calling with Candidate ID" - job = instance - job_soft_skills = list( - job.soft_skill_test_matching.values_list("soft_skill_id", flat=True) + candidate = instance + candidate_soft_skills = list( + candidate.soft_skill_test_matching.values_list("soft_skill_id", flat=True) ) - job_hard_skills = list( - job.hard_skill_test_matching.values_list("skill_id", flat=True) + xcandidate_hard_skills = list( + candidate.hard_skill_test_matching.values_list("skill_id", flat=True) ) + candidate_embeddings = candidate.aboutme_embedded match_percentages = {} - candidates = instance.matches - for candidate in candidates: - soft_skills_match = candidate.get_match_percentage(job_soft_skills, "soft") - hard_skills_match = candidate.get_match_percentage(job_hard_skills, "hard") + jobs = instance.matches + for job in jobs: + soft_skills_match = job.get_match_percentage(candidate_soft_skills, "soft") + hard_skills_match = job.get_match_percentage(xcandidate_hard_skills, "hard") + free_text_match = get_free_text_match( + job_embeddings=job.description_embedded, + candidate_embeddings=candidate_embeddings, + ) - match_percentages[candidate.job_id] = { + match_percentages[job.job_id] = { "soft_skills": soft_skills_match, "hard_skills": hard_skills_match, "full_match": ( soft_skills_match * SOFT_SKILL_PERCENTAGE + hard_skills_match * HARD_SKILL_PERCENTAGE + + free_text_match * FREE_TEXT_PERCENTAGE ), } @@ -141,7 +148,7 @@ def get_matches(self, instance): "hard_skills" ], } - for candidate in candidates + for candidate in jobs ] @@ -270,6 +277,10 @@ def get_matches(self, instance): for candidate in candidates: soft_skills_match = candidate.get_match_percentage(job_soft_skills, "soft") hard_skills_match = candidate.get_match_percentage(job_hard_skills, "hard") + free_text_match = get_free_text_match( + job_embeddings=job.description_embedded, + candidate_embeddings=candidate.aboutme_embedded, + ) match_percentages[candidate.candidate_id] = { "soft_skills": soft_skills_match, @@ -277,6 +288,7 @@ def get_matches(self, instance): "full_match": ( soft_skills_match * SOFT_SKILL_PERCENTAGE + hard_skills_match * HARD_SKILL_PERCENTAGE + + free_text_match * FREE_TEXT_PERCENTAGE ), } From dc7c83c14e30d6719f5d0ebb3880432674be52cf Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Thu, 26 Oct 2023 03:34:22 +0200 Subject: [PATCH 075/138] Added tokenization function to models --- backend/api/migrate_skills_to_long.py | 4 ---- backend/api/serializers.py | 9 ++++++++- backend/api/tokenization.py | 2 ++ 3 files changed, 10 insertions(+), 5 deletions(-) create mode 100644 backend/api/tokenization.py diff --git a/backend/api/migrate_skills_to_long.py b/backend/api/migrate_skills_to_long.py index 8444c52..88f520d 100644 --- a/backend/api/migrate_skills_to_long.py +++ b/backend/api/migrate_skills_to_long.py @@ -56,10 +56,6 @@ def migrate_candidates_hard_skills_to_long(): dict_soft_skills = {ss.skill_name: ss.skill_id for ss in soft_skills.iterator()} for cand, cand_skills in dict_candidates_soft_skills.items(): - # for i in cand_skills: - # if i in dict_soft_skills: - # print(dict_soft_skills[i]) - dict_candidates_soft_skills[cand] = [ dict_soft_skills[i] for i in cand_skills if i in dict_soft_skills ] diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 381c773..2eb57c9 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -3,6 +3,7 @@ from rest_framework import serializers import os from api.matching_algorithm import get_free_text_match +from api.tokenization import tokenize_data # Serializers define the API representation. @@ -80,7 +81,8 @@ class Meta: many = True def validate(self, data): - print(data["about_me"]) + data["aboutme_embedded"] = tokenize_data(data["about_me"]) + return data def get_matches(self, instance): @@ -253,6 +255,11 @@ class Meta: ) many = True + def validate(self, data): + data["description_embedded"] = tokenize_data(data["raw_description"]) + + return data + def get_matches(self, instance): headers = self.context["request"].headers if "Hide-Matches" in headers: diff --git a/backend/api/tokenization.py b/backend/api/tokenization.py new file mode 100644 index 0000000..d0547a7 --- /dev/null +++ b/backend/api/tokenization.py @@ -0,0 +1,2 @@ +def tokenize_data(data: str) -> list[float]: + return "Tokenized values" From 7be31410bfcea81325d985ac3ec1be6db4af70d5 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Thu, 26 Oct 2023 04:30:44 +0200 Subject: [PATCH 076/138] Removed Put from the available methods --- backend/api/mixed_router.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/backend/api/mixed_router.py b/backend/api/mixed_router.py index 0514b53..68bb14c 100644 --- a/backend/api/mixed_router.py +++ b/backend/api/mixed_router.py @@ -25,3 +25,15 @@ def get_api_root_view(self, api_urls=None): for singleView in self.singleViews: api_root_dict[singleView["route"]] = singleView["name"] return self.APIRootView.as_view(api_root_dict=api_root_dict) + + def get_method_map(self, viewset, method_map): + """ + Router class that disables the PUT method. + """ + + bound_methods = super().get_method_map(viewset, method_map) + + if "put" in bound_methods.keys(): + del bound_methods["put"] + + return bound_methods From 88d18b9ca5cc052cca7164bf5e7784d149e58f9e Mon Sep 17 00:00:00 2001 From: Tanya Golubev <44844712+golubevtanya@users.noreply.github.com> Date: Thu, 26 Oct 2023 18:40:37 +0200 Subject: [PATCH 077/138] Tockens matching and Skills extractor (#68) LGTM --- backend/api/matching_algorithm.py | 27 +++++++++++-- backend/api/models.py | 4 +- backend/api/serializers.py | 17 +++++---- backend/api/tokenization.py | 2 - backend/api/tokenization_n_embedding.py | 48 ++++++++++++++++++++++++ backend/requirements.txt | Bin 1552 -> 1666 bytes 6 files changed, 83 insertions(+), 15 deletions(-) delete mode 100644 backend/api/tokenization.py create mode 100644 backend/api/tokenization_n_embedding.py diff --git a/backend/api/matching_algorithm.py b/backend/api/matching_algorithm.py index 9218c5d..8a2fd69 100644 --- a/backend/api/matching_algorithm.py +++ b/backend/api/matching_algorithm.py @@ -1,5 +1,24 @@ +from typing import List +from sklearn.metrics.pairwise import cosine_similarity + def get_free_text_match( - job_embeddings, - candidate_embeddings, -): - return 0 + job_embeddings: List[List], + candidate_embeddings: List[List], +) -> float: + ''' + This function calcualtes cosine similarity between two text embeddings, + given in a form of a tensor list. + + Parameters + ------------- + job_embeddings: a tensor list with text embedding + mcandidate_embeddings: a tensor list with text embedding + + Returns + ------------- + float: a number from -1 to 1 indicating cosine similarity + + ''' + return cosine_similarity(candidate_embeddings, job_embeddings)[0][0] + + diff --git a/backend/api/models.py b/backend/api/models.py index 0366806..8571897 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -102,8 +102,8 @@ class Candidates(models.Model): soft_skills = models.TextField() gender = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) ethnicity = models.IntegerField(blank=True, null=True) - aboutme_embedded = models.TextField(blank=True, null=True) - experience_abedded = models.TextField(blank=True, null=True) + aboutme_experinece_embedded = models.TextField(blank=True, null=True) + #experience_abedded = models.TextField(blank=True, null=True) # desired_job = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) # personality_description = models.TextField(blank=True, null=True) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 2eb57c9..a8f8a95 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -2,8 +2,9 @@ from api.models import * from rest_framework import serializers import os -from api.matching_algorithm import get_free_text_match -from api.tokenization import tokenize_data +from api.matching_algorithm import get_free_text_match +from api.tokenization_n_embedding import generate_embeddings +from api.skill_extractor import extract_skills # Serializers define the API representation. @@ -75,13 +76,14 @@ class Meta: exclude = ( "hard_skill_test_matching", "soft_skill_test_matching", - "aboutme_embedded", - "experience_abedded", + "aboutme_experinece_embedded", + #"experience_abedded", ) many = True def validate(self, data): - data["aboutme_embedded"] = tokenize_data(data["about_me"]) + data["soft_skills"], data ["hard_skills"] = extract_skills(data["about_me"]+'\n'+data["experience"]) + data["aboutme_experinece_embedded"] = generate_embeddings(data["about_me"]+'\n'+data["experience"]) return data @@ -109,7 +111,7 @@ def get_matches(self, instance): xcandidate_hard_skills = list( candidate.hard_skill_test_matching.values_list("skill_id", flat=True) ) - candidate_embeddings = candidate.aboutme_embedded + candidate_embeddings = candidate.aboutme_experinece_embedded match_percentages = {} @@ -256,7 +258,8 @@ class Meta: many = True def validate(self, data): - data["description_embedded"] = tokenize_data(data["raw_description"]) + data["soft_skills"], data ["hard_skills"] = extract_skills(data["raw_description"]) + data["description_embedded"] = generate_embeddings(data["raw_description"]) return data diff --git a/backend/api/tokenization.py b/backend/api/tokenization.py deleted file mode 100644 index d0547a7..0000000 --- a/backend/api/tokenization.py +++ /dev/null @@ -1,2 +0,0 @@ -def tokenize_data(data: str) -> list[float]: - return "Tokenized values" diff --git a/backend/api/tokenization_n_embedding.py b/backend/api/tokenization_n_embedding.py new file mode 100644 index 0000000..1fbf542 --- /dev/null +++ b/backend/api/tokenization_n_embedding.py @@ -0,0 +1,48 @@ +import torch +from typing import List +from transformers import AutoTokenizer, AutoModel +from sklearn.metrics.pairwise import cosine_similarity + + +MODEL_NAME = "bert-base-uncased" + +def tokenize_text(text: str, model_name: str=MODEL_NAME) -> dict: + ''' + This function tokenizes a text as a preparation to calculate text embedding. + + Parameters + ------------- + text: a text to be tokenized + model_name: a name of the pretrained model within transformers library + + Returns + ------------- + dictionary with ids of tokens, token types and attention mask + ''' + # Load the pre-trained BERT model and tokenizer + tokenizer = AutoTokenizer.from_pretrained(model_name) + #generate tokens + text_tokens = tokenizer(text, padding=True, truncation=True, return_tensors="pt") + return text_tokens + + +def generate_embeddings(text: str, model_name: str=MODEL_NAME) -> List[List]: + ''' + This function generated text embedding from a text (including tokenesation step). + + Parameters + ------------- + text: a text to be tokenized + model_name: a name of the pretrained model within transformers library + + Returns + ------------- + A tensor list with text embedding in accordance to the chosen model + ''' + model = AutoModel.from_pretrained(model_name) + text_tokens = tokenize_text(text) + with torch.no_grad(): + text_outputs = model(**text_tokens) + text_embeddings = text_outputs.last_hidden_state.mean(dim=1) + return text_embeddings + diff --git a/backend/requirements.txt b/backend/requirements.txt index 39ab476986bb8cd48203d6bf240f2348f403ad9b..d61886b9411949b0a78e47e4baac4605c8c4da20 100644 GIT binary patch delta 122 zcmXBM%L#xm6hzUxav=t6L^08=#fT`1KS->=3M|DE9V3roy#UFOLXZ%8>g@bpZy rI!B3BD*n#Xu@e}h+8AU*l#Nu)_ieO68#9Y?Qm{&PvU{}OVy!q{=GPM} delta 7 OcmZqToxrm}fDHf%83FPD From b52a11050cff8980e9de09e411be00b86c3b90a1 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Thu, 26 Oct 2023 21:29:45 +0200 Subject: [PATCH 078/138] Rectoring --- backend/api/serializers.py | 17 +++++++---------- 1 file changed, 7 insertions(+), 10 deletions(-) diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 2eb57c9..b5cb7c2 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -6,6 +6,11 @@ from api.tokenization import tokenize_data +HARD_SKILL_PERCENTAGE = float(os.environ["HARD_SKILL_PERCENTAGE"]) +SOFT_SKILL_PERCENTAGE = float(os.environ["SOFT_SKILL_PERCENTAGE"]) +FREE_TEXT_PERCENTAGE = float(os.environ["FREE_TEXT_PERCENTAGE"]) + + # Serializers define the API representation. class AuthUserSerializer(serializers.HyperlinkedModelSerializer): class Meta: @@ -91,10 +96,6 @@ def get_matches(self, instance): if headers["Hide-Matches"] == "true": return "Hide-Matches set to true" - HARD_SKILL_PERCENTAGE = float(os.environ["HARD_SKILL_PERCENTAGE"]) - SOFT_SKILL_PERCENTAGE = float(os.environ["SOFT_SKILL_PERCENTAGE"]) - FREE_TEXT_PERCENTAGE = float(os.environ["FREE_TEXT_PERCENTAGE"]) - req = self.context.get("request") job_id = req.path.split("/")[-2] try: @@ -106,7 +107,7 @@ def get_matches(self, instance): candidate_soft_skills = list( candidate.soft_skill_test_matching.values_list("soft_skill_id", flat=True) ) - xcandidate_hard_skills = list( + candidate_hard_skills = list( candidate.hard_skill_test_matching.values_list("skill_id", flat=True) ) candidate_embeddings = candidate.aboutme_embedded @@ -116,7 +117,7 @@ def get_matches(self, instance): jobs = instance.matches for job in jobs: soft_skills_match = job.get_match_percentage(candidate_soft_skills, "soft") - hard_skills_match = job.get_match_percentage(xcandidate_hard_skills, "hard") + hard_skills_match = job.get_match_percentage(candidate_hard_skills, "hard") free_text_match = get_free_text_match( job_embeddings=job.description_embedded, candidate_embeddings=candidate_embeddings, @@ -266,10 +267,6 @@ def get_matches(self, instance): if headers["Hide-Matches"] == "true": return "Hide-Matches set to true" - HARD_SKILL_PERCENTAGE = float(os.environ["HARD_SKILL_PERCENTAGE"]) - SOFT_SKILL_PERCENTAGE = float(os.environ["SOFT_SKILL_PERCENTAGE"]) - FREE_TEXT_PERCENTAGE = float(os.environ["FREE_TEXT_PERCENTAGE"]) - job = instance job_soft_skills = list( job.soft_skill_test_matching.values_list("soft_skill_id", flat=True) From 7f9266a6ea86b43a261c9523acceedf78724d977 Mon Sep 17 00:00:00 2001 From: Tanya Golubev <44844712+golubevtanya@users.noreply.github.com> Date: Thu, 26 Oct 2023 21:42:14 +0200 Subject: [PATCH 079/138] skils_extractor (#69) --- backend/api/skill_extractor.py | 46 ++++++++++++++++++++++++++++++++++ 1 file changed, 46 insertions(+) create mode 100644 backend/api/skill_extractor.py diff --git a/backend/api/skill_extractor.py b/backend/api/skill_extractor.py new file mode 100644 index 0000000..5b48d2e --- /dev/null +++ b/backend/api/skill_extractor.py @@ -0,0 +1,46 @@ +from typing import List +import spacy +import json +from spacy.matcher import PhraseMatcher +# load default skills data base +from skillNer.general_params import SKILL_DB +# import skill extractor +from skillNer.skill_extractor_class import SkillExtractor + +"""def extract_languages(s: str, language_list: List[str]) -> List[str]: + ''' + This functions returns list of languages that were mentioned in text + in case of full resmblnce with one of the languages from a given list + (case insensitive). + ''' + lang_set = set(language.lower() for language in language_list) + languages = set() + for word in s.split(): + if word.lower() in lang_set: + languages.add(word.capitalize()) + return list(languages)""" + +def extract_skills (s: str, language_list: List) -> tuple: + ''' + This function analyses bulk of text and returns lists of hard skills, + soft skills and languages metntioned. Hard and soft skills (soft skills + excluding human languages) + ''' + nlp = spacy.load("en_core_web_lg") + # init skill extractor + skill_extractor = SkillExtractor(nlp, SKILL_DB, PhraseMatcher) + annotations = skill_extractor.annotate(s) + soft_skills = set() + hard_skills = set() + skills_ids = set() + matches = annotations['results']['full_matches']+annotations['results']['ngram_scored'] + for di in matches: + skill_id = di['skill_id'] + skill_type = skill_extractor.skills_db[skill_id]['skill_type'] + skill_name = skill_extractor.skills_db[skill_id]['skill_name'] + skills_ids.add(skill_id) + if skill_type == 'Hard Skill': + hard_skills.add(skill_name) + if skill_type == 'Soft Skill' and not skill_name.count('Language'): + soft_skills.add(skill_name) + return (json.dump(list(soft_skills)), json.dump(list(hard_skills)), json.dump(list(skills_ids))) \ No newline at end of file From ea14dad7aee682b6c62ab19a6e1d6fc8d414d128 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Thu, 26 Oct 2023 21:48:39 +0200 Subject: [PATCH 080/138] Added matching algorithm and concatenated aboutme and experience from candidate in the embeddings --- backend/api/matching_algorithm.py | 11 ++++++----- backend/api/serializers.py | 18 ++++++++++++------ 2 files changed, 18 insertions(+), 11 deletions(-) diff --git a/backend/api/matching_algorithm.py b/backend/api/matching_algorithm.py index 8a2fd69..fe18c7c 100644 --- a/backend/api/matching_algorithm.py +++ b/backend/api/matching_algorithm.py @@ -1,11 +1,12 @@ from typing import List from sklearn.metrics.pairwise import cosine_similarity + def get_free_text_match( job_embeddings: List[List], candidate_embeddings: List[List], -) -> float: - ''' +) -> float: + """ This function calcualtes cosine similarity between two text embeddings, given in a form of a tensor list. @@ -18,7 +19,7 @@ def get_free_text_match( ------------- float: a number from -1 to 1 indicating cosine similarity - ''' + """ + if (candidate_embeddings) == None or (job_embeddings) == None: + return 0 return cosine_similarity(candidate_embeddings, job_embeddings)[0][0] - - diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 07ef4f2..1cbae87 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -2,7 +2,7 @@ from api.models import * from rest_framework import serializers import os -from api.matching_algorithm import get_free_text_match +from api.matching_algorithm import get_free_text_match from api.tokenization_n_embedding import generate_embeddings from api.skill_extractor import extract_skills @@ -82,13 +82,17 @@ class Meta: "hard_skill_test_matching", "soft_skill_test_matching", "aboutme_experinece_embedded", - #"experience_abedded", + # "experience_abedded", ) many = True def validate(self, data): - data["soft_skills"], data ["hard_skills"] = extract_skills(data["about_me"]+'\n'+data["experience"]) - data["aboutme_experinece_embedded"] = generate_embeddings(data["about_me"]+'\n'+data["experience"]) + data["soft_skills"], data["hard_skills"] = extract_skills( + data["about_me"] + "\n" + data["experience"] + ) + data["aboutme_experinece_embedded"] = generate_embeddings( + data["about_me"] + "\n" + data["experience"] + ) return data @@ -259,7 +263,9 @@ class Meta: many = True def validate(self, data): - data["soft_skills"], data ["hard_skills"] = extract_skills(data["raw_description"]) + data["soft_skills"], data["hard_skills"] = extract_skills( + data["raw_description"] + ) data["description_embedded"] = generate_embeddings(data["raw_description"]) return data @@ -286,7 +292,7 @@ def get_matches(self, instance): hard_skills_match = candidate.get_match_percentage(job_hard_skills, "hard") free_text_match = get_free_text_match( job_embeddings=job.description_embedded, - candidate_embeddings=candidate.aboutme_embedded, + candidate_embeddings=candidate.aboutme_experinece_embedded, ) match_percentages[candidate.candidate_id] = { From dbe0bac55d2bd88bc9da7a9cc9d28a54f96c4242 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Thu, 26 Oct 2023 22:28:50 +0200 Subject: [PATCH 081/138] Update serializers with free text matching score --- ...32_candidates_aboutme_embedded_and_more.py | 28 +++++++++++ backend/api/serializers.py | 50 +++++++++++-------- 2 files changed, 56 insertions(+), 22 deletions(-) create mode 100644 backend/api/migrations/0032_candidates_aboutme_embedded_and_more.py diff --git a/backend/api/migrations/0032_candidates_aboutme_embedded_and_more.py b/backend/api/migrations/0032_candidates_aboutme_embedded_and_more.py new file mode 100644 index 0000000..36404d7 --- /dev/null +++ b/backend/api/migrations/0032_candidates_aboutme_embedded_and_more.py @@ -0,0 +1,28 @@ +# Generated by Django 4.2.5 on 2023-10-25 12:20 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0031_rename_main_contact_first_name_companies_first_name_and_more'), + ] + + operations = [ + migrations.AddField( + model_name='candidates', + name='aboutme_embedded', + field=models.TextField(blank=True, null=True), + ), + migrations.AddField( + model_name='candidates', + name='experience_abedded', + field=models.TextField(blank=True, null=True), + ), + migrations.AddField( + model_name='jobs', + name='description_embedded', + field=models.TextField(blank=True, null=True), + ), + ] diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 1cbae87..29116d1 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -130,9 +130,10 @@ def get_matches(self, instance): ) match_percentages[job.job_id] = { - "soft_skills": soft_skills_match, - "hard_skills": hard_skills_match, - "full_match": ( + "soft_skills_match_score": soft_skills_match, + "hard_skills_match_score": hard_skills_match, + "free_text_match_score": free_text_match, + "full_match_score": ( soft_skills_match * SOFT_SKILL_PERCENTAGE + hard_skills_match * HARD_SKILL_PERCENTAGE + free_text_match * FREE_TEXT_PERCENTAGE @@ -141,23 +142,26 @@ def get_matches(self, instance): return [ { - "id": candidate.job_id, - "name": candidate.job_title, - "full_match_score": match_percentages[candidate.job_id]["full_match"], - "hard_skills": candidate.hard_skill_test_matching.values_list( + "id": job.job_id, + "name": job.job_title, + "full_match_score": match_percentages[job.job_id]["full_match_score"], + "hard_skills": job.hard_skill_test_matching.values_list( "skill_name", flat=True ), - "soft_skills": candidate.soft_skill_test_matching.values_list( + "soft_skills": job.soft_skill_test_matching.values_list( "soft_skill_name", flat=True ), - "soft_skills_match_score": match_percentages[candidate.job_id][ - "soft_skills" + "soft_skills_match_score": match_percentages[job.job_id][ + "soft_skills_match_score" + ], + "free_text_match_score": match_percentages[job.job_id][ + "free_text_match_score" ], - "hard_skills_match_score": match_percentages[candidate.job_id][ - "hard_skills" + "hard_skills_match_score": match_percentages[job.job_id][ + "hard_skills_match_score" ], } - for candidate in jobs + for job in jobs ] @@ -259,6 +263,7 @@ class Meta: exclude = ( "soft_skill_test_matching", "hard_skill_test_matching", + "description_embedded", ) many = True @@ -296,9 +301,10 @@ def get_matches(self, instance): ) match_percentages[candidate.candidate_id] = { - "soft_skills": soft_skills_match, - "hard_skills": hard_skills_match, - "full_match": ( + "soft_skills_match_score": soft_skills_match, + "hard_skills_match_score": hard_skills_match, + "free_text_match_score": free_text_match, + "full_match_score": ( soft_skills_match * SOFT_SKILL_PERCENTAGE + hard_skills_match * HARD_SKILL_PERCENTAGE + free_text_match * FREE_TEXT_PERCENTAGE @@ -310,22 +316,22 @@ def get_matches(self, instance): "id": candidate.candidate_id, "name": candidate.preferred_name, "full_match_score": match_percentages[candidate.candidate_id][ - "full_match" + "full_match_score" ], "preferred_name": candidate.preferred_name, "about_me": candidate.about_me, "hard_skills": candidate.hard_skill_test_matching.values_list( "skill_name", flat=True ), - "soft_skills": candidate.soft_skill_test_matching.values_list( - "soft_skill_name", flat=True - ), + "free_text_match_score": match_percentages[candidate.candidate_id][ + "free_text_match_score" + ], "notice_period": candidate.notice_period_months, "soft_skills_match_score": match_percentages[candidate.candidate_id][ - "soft_skills" + "soft_skills_match_score" ], "hard_skills_match_score": match_percentages[candidate.candidate_id][ - "hard_skills" + "hard_skills_match_score" ], } for candidate in candidates From 684ad0b9ca74fc4795faa5e21428c3e6defdf2a0 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Thu, 26 Oct 2023 22:28:58 +0200 Subject: [PATCH 082/138] dbe0bac-deploy From 266f6f46ed112e98cae3f281df094cd3e9e18808 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 27 Oct 2023 00:40:47 +0200 Subject: [PATCH 083/138] Added skill extractor and saving to DB, restricted matches return on retrieving all jobs --- backend/api/matching_algorithm.py | 4 +++ backend/api/serializers.py | 54 ++++++++++++++++++++++--------- backend/api/skill_extractor.py | 46 ++++++++++++-------------- 3 files changed, 64 insertions(+), 40 deletions(-) diff --git a/backend/api/matching_algorithm.py b/backend/api/matching_algorithm.py index fe18c7c..65d0720 100644 --- a/backend/api/matching_algorithm.py +++ b/backend/api/matching_algorithm.py @@ -22,4 +22,8 @@ def get_free_text_match( """ if (candidate_embeddings) == None or (job_embeddings) == None: return 0 + + if type(candidate_embeddings) == str or type(job_embeddings) == str: + return 0 + return cosine_similarity(candidate_embeddings, job_embeddings)[0][0] diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 29116d1..538debc 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -87,13 +87,21 @@ class Meta: many = True def validate(self, data): - data["soft_skills"], data["hard_skills"] = extract_skills( - data["about_me"] + "\n" + data["experience"] - ) + ( + data["soft_skill_test_matching"], + data["hard_skill_test_matching"], + ) = extract_skills(data["about_me"] + "\n" + data["experience"]) data["aboutme_experinece_embedded"] = generate_embeddings( data["about_me"] + "\n" + data["experience"] ) + data["soft_skill_test_matching"] = SoftSkills.objects.filter( + soft_skill_name__in=data["soft_skill_test_matching"] + ) + data["hard_skill_test_matching"] = Skills.objects.filter( + skill_name__in=data["hard_skill_test_matching"] + ) + return data def get_matches(self, instance): @@ -192,14 +200,14 @@ class Meta: many = True -class SkillsSerializer(serializers.HyperlinkedModelSerializer): +class SkillsSerializer(serializers.ModelSerializer): class Meta: model = Skills fields = "__all__" many = True -class SoftSkillsSerializer(serializers.HyperlinkedModelSerializer): +class SoftSkillsSerializer(serializers.ModelSerializer): class Meta: model = SoftSkills fields = "__all__" @@ -242,14 +250,11 @@ class Meta: class JobsSerializer(serializers.ModelSerializer): - hard_skills = serializers.StringRelatedField( - many=True, - source="hard_skill_test_matching", + hard_skills = HardSkillsNamesSerializer( + source="hard_skill_test_matching", many=True ) - - soft_skills = serializers.StringRelatedField( - many=True, - source="soft_skill_test_matching", + soft_skills = SoftSkillsNamesSerializer( + source="soft_skill_test_matching", many=True ) matches = serializers.SerializerMethodField( @@ -268,11 +273,20 @@ class Meta: many = True def validate(self, data): - data["soft_skills"], data["hard_skills"] = extract_skills( - data["raw_description"] - ) + ( + data["soft_skill_test_matching"], + data["hard_skill_test_matching"], + ) = extract_skills(data["raw_description"]) + data["description_embedded"] = generate_embeddings(data["raw_description"]) + data["soft_skill_test_matching"] = SoftSkills.objects.filter( + soft_skill_name__in=data["soft_skill_test_matching"] + ) + data["hard_skill_test_matching"] = Skills.objects.filter( + skill_name__in=data["hard_skill_test_matching"] + ) + return data def get_matches(self, instance): @@ -281,6 +295,16 @@ def get_matches(self, instance): if headers["Hide-Matches"] == "true": return "Hide-Matches set to true" + print(self.context.get("request")) + req = self.context.get("request") + job_id = req.path.split("/") + job_id = job_id[-2] if job_id[-1] == "" else job_id[-1] + + try: + job_id = int(job_id) + except Exception: + return "Match only available when calling with Job or Company ID" + job = instance job_soft_skills = list( job.soft_skill_test_matching.values_list("soft_skill_id", flat=True) diff --git a/backend/api/skill_extractor.py b/backend/api/skill_extractor.py index 5b48d2e..9b0a4d3 100644 --- a/backend/api/skill_extractor.py +++ b/backend/api/skill_extractor.py @@ -2,45 +2,41 @@ import spacy import json from spacy.matcher import PhraseMatcher + # load default skills data base from skillNer.general_params import SKILL_DB + # import skill extractor from skillNer.skill_extractor_class import SkillExtractor -"""def extract_languages(s: str, language_list: List[str]) -> List[str]: - ''' - This functions returns list of languages that were mentioned in text - in case of full resmblnce with one of the languages from a given list - (case insensitive). - ''' - lang_set = set(language.lower() for language in language_list) - languages = set() - for word in s.split(): - if word.lower() in lang_set: - languages.add(word.capitalize()) - return list(languages)""" -def extract_skills (s: str, language_list: List) -> tuple: - ''' +def extract_skills(s: str) -> tuple: + """ This function analyses bulk of text and returns lists of hard skills, - soft skills and languages metntioned. Hard and soft skills (soft skills + soft skills and languages metntioned. Hard and soft skills (soft skills excluding human languages) - ''' + """ nlp = spacy.load("en_core_web_lg") + # init skill extractor skill_extractor = SkillExtractor(nlp, SKILL_DB, PhraseMatcher) annotations = skill_extractor.annotate(s) soft_skills = set() hard_skills = set() - skills_ids = set() - matches = annotations['results']['full_matches']+annotations['results']['ngram_scored'] + + matches = ( + annotations["results"]["full_matches"] + annotations["results"]["ngram_scored"] + ) + for di in matches: - skill_id = di['skill_id'] - skill_type = skill_extractor.skills_db[skill_id]['skill_type'] - skill_name = skill_extractor.skills_db[skill_id]['skill_name'] - skills_ids.add(skill_id) - if skill_type == 'Hard Skill': + skill_id = di["skill_id"] + skill_type = skill_extractor.skills_db[skill_id]["skill_type"] + skill_name = skill_extractor.skills_db[skill_id]["skill_name"] + if skill_type == "Hard Skill": hard_skills.add(skill_name) - if skill_type == 'Soft Skill' and not skill_name.count('Language'): + if skill_type == "Soft Skill" and not skill_name.count("Language"): soft_skills.add(skill_name) - return (json.dump(list(soft_skills)), json.dump(list(hard_skills)), json.dump(list(skills_ids))) \ No newline at end of file + return ( + soft_skills, + hard_skills, + ) From 68b3e825deec06c33ee55b18da44c04cb6c02344 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 27 Oct 2023 02:38:01 +0200 Subject: [PATCH 084/138] Refactored files, removed duplicates and replaced classes on wrong files --- backend/api/models.py | 9 +- backend/api/serializer_services.py | 103 +++++++++++++ backend/api/serializers.py | 238 +++++++++-------------------- backend/api/views.py | 163 ++++++-------------- backend/api/views_schemas.py | 50 ++++++ 5 files changed, 275 insertions(+), 288 deletions(-) create mode 100644 backend/api/serializer_services.py create mode 100644 backend/api/views_schemas.py diff --git a/backend/api/models.py b/backend/api/models.py index 8571897..bb5d3a8 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -5,8 +5,6 @@ from django.db import models from django.db.models import Q -from api.auth_models import AuthUsers - DEFAULT_MAX_LENGTH = 255 @@ -103,7 +101,7 @@ class Candidates(models.Model): gender = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) ethnicity = models.IntegerField(blank=True, null=True) aboutme_experinece_embedded = models.TextField(blank=True, null=True) - #experience_abedded = models.TextField(blank=True, null=True) + # experience_abedded = models.TextField(blank=True, null=True) # desired_job = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) # personality_description = models.TextField(blank=True, null=True) @@ -593,3 +591,8 @@ class AvailableCompanyDomains(models.Model): def __str__(self) -> str: return self.domain + + +class Photo(models.Model): + id = models.AutoField(primary_key=True) + file = models.ImageField(upload_to="avatars") diff --git a/backend/api/serializer_services.py b/backend/api/serializer_services.py new file mode 100644 index 0000000..64310c6 --- /dev/null +++ b/backend/api/serializer_services.py @@ -0,0 +1,103 @@ +from requests import request +from api.matching_algorithm import get_free_text_match +from api.models import Candidates, Jobs +import os + +HARD_SKILL_PERCENTAGE = float(os.environ["HARD_SKILL_PERCENTAGE"]) +SOFT_SKILL_PERCENTAGE = float(os.environ["SOFT_SKILL_PERCENTAGE"]) +FREE_TEXT_PERCENTAGE = float(os.environ["FREE_TEXT_PERCENTAGE"]) + + +def hide_matches_in_header(instance): + headers = instance.context["request"].headers + if "Hide-Matches" in headers: + if headers["Hide-Matches"] == "true": + return True + else: + return False + + +def generate_match_percentaged(instance: Candidates | Jobs) -> dict: + match_percentages = {} + + instance_soft_skills = list( + instance.soft_skill_test_matching.values_list("soft_skill_id", flat=True) + ) + instance_hard_skills = list( + instance.hard_skill_test_matching.values_list("skill_id", flat=True) + ) + + try: + getattr(instance, "description_embedded") + is_instance_job = True + except: + is_instance_job = False + + candidate_embedded_field = "aboutme_experinece_embedded" + job_embedded_field = "description_embedded" + + for match in instance.matches: + soft_skills_match = match.get_match_percentage(instance_soft_skills, "soft") + hard_skills_match = match.get_match_percentage(instance_hard_skills, "hard") + + free_text_match = get_free_text_match( + getattr( + instance, + job_embedded_field if is_instance_job else candidate_embedded_field, + ), + getattr( + match, + job_embedded_field if not is_instance_job else candidate_embedded_field, + ), + ) + + match_percentages[match.pk] = { + "soft_skills_match_score": soft_skills_match, + "hard_skills_match_score": hard_skills_match, + "free_text_match_score": free_text_match, + "full_match_score": ( + soft_skills_match * SOFT_SKILL_PERCENTAGE + + hard_skills_match * HARD_SKILL_PERCENTAGE + + free_text_match * FREE_TEXT_PERCENTAGE + ), + } + + return match_percentages + + +def generate_match_output(match_percentages: dict, instance: Candidates | Jobs) -> dict: + return [ + { + "id": match.pk, + "name": match.preferred_name, + "full_match_score": match_percentages[match.pk]["full_match_score"], + "preferred_name": match.preferred_name, + "about_me": match.about_me, + "hard_skills": match.hard_skill_test_matching.values_list( + "skill_name", flat=True + ), + "free_text_match_score": match_percentages[match.pk][ + "free_text_match_score" + ], + "notice_period": match.notice_period_months, + "soft_skills_match_score": match_percentages[match.pk][ + "soft_skills_match_score" + ], + "hard_skills_match_score": match_percentages[match.pk][ + "hard_skills_match_score" + ], + } + for match in instance.matches + ] + + +def is_calling_just_one_job_or_candidate(req: request): + job_id = req.path.split("/") + job_id = job_id[-2] if job_id[-1] == "" else job_id[-1] + + try: + job_id = int(job_id) + except Exception: + return False + + return True diff --git a/backend/api/serializers.py b/backend/api/serializers.py index 538debc..660c101 100644 --- a/backend/api/serializers.py +++ b/backend/api/serializers.py @@ -1,18 +1,16 @@ -from django.contrib.auth.models import User -from api.models import * +from api import models +from api.auth_models import AuthUsers, RefreshTokens from rest_framework import serializers -import os -from api.matching_algorithm import get_free_text_match from api.tokenization_n_embedding import generate_embeddings from api.skill_extractor import extract_skills +from api.serializer_services import ( + generate_match_output, + generate_match_percentaged, + hide_matches_in_header, + is_calling_just_one_job_or_candidate, +) -HARD_SKILL_PERCENTAGE = float(os.environ["HARD_SKILL_PERCENTAGE"]) -SOFT_SKILL_PERCENTAGE = float(os.environ["SOFT_SKILL_PERCENTAGE"]) -FREE_TEXT_PERCENTAGE = float(os.environ["FREE_TEXT_PERCENTAGE"]) - - -# Serializers define the API representation. class AuthUserSerializer(serializers.HyperlinkedModelSerializer): class Meta: model = AuthUsers @@ -22,20 +20,20 @@ class Meta: class AssociationsSerializer(serializers.HyperlinkedModelSerializer): class Meta: - model = Associations + model = models.Associations fields = ["name", "main_focus", "association_id"] class CantonsSerializer(serializers.HyperlinkedModelSerializer): class Meta: - model = Cantons + model = models.Cantons fields = "__all__" many = True class CountriesSerializer(serializers.ModelSerializer): class Meta: - model = Countries + model = models.Countries fields = ["country_name_in_english"] def to_representation(self, instance): @@ -43,10 +41,10 @@ def to_representation(self, instance): class HardSkillsNamesSerializer(serializers.PrimaryKeyRelatedField): - queryset = Skills.objects.all() + queryset = models.Skills.objects.all() class Meta: - model = Skills + model = models.Skills fields = "__all__" def to_representation(self, value): @@ -54,10 +52,10 @@ def to_representation(self, value): class SoftSkillsNamesSerializer(serializers.PrimaryKeyRelatedField): - queryset = SoftSkills.objects.all() + queryset = models.SoftSkills.objects.all() class Meta: - model = SoftSkills + model = models.SoftSkills fields = "__all__" def to_representation(self, value): @@ -77,7 +75,7 @@ class CandidatesSerializer(serializers.ModelSerializer): ) class Meta: - model = Candidates + model = models.Candidates exclude = ( "hard_skill_test_matching", "soft_skill_test_matching", @@ -95,93 +93,36 @@ def validate(self, data): data["about_me"] + "\n" + data["experience"] ) - data["soft_skill_test_matching"] = SoftSkills.objects.filter( + data["soft_skill_test_matching"] = models.SoftSkills.objects.filter( soft_skill_name__in=data["soft_skill_test_matching"] ) - data["hard_skill_test_matching"] = Skills.objects.filter( + data["hard_skill_test_matching"] = models.Skills.objects.filter( skill_name__in=data["hard_skill_test_matching"] ) return data def get_matches(self, instance): - headers = self.context["request"].headers - if "Hide-Matches" in headers: - if headers["Hide-Matches"] == "true": - return "Hide-Matches set to true" - - req = self.context.get("request") - job_id = req.path.split("/")[-2] - try: - job_id = int(job_id) - except Exception: - return "Match only available when calling with Candidate ID" - - candidate = instance - candidate_soft_skills = list( - candidate.soft_skill_test_matching.values_list("soft_skill_id", flat=True) - ) - candidate_hard_skills = list( - candidate.hard_skill_test_matching.values_list("skill_id", flat=True) - ) - candidate_embeddings = candidate.aboutme_experinece_embedded - - match_percentages = {} - - jobs = instance.matches - for job in jobs: - soft_skills_match = job.get_match_percentage(candidate_soft_skills, "soft") - hard_skills_match = job.get_match_percentage(candidate_hard_skills, "hard") - free_text_match = get_free_text_match( - job_embeddings=job.description_embedded, - candidate_embeddings=candidate_embeddings, - ) - - match_percentages[job.job_id] = { - "soft_skills_match_score": soft_skills_match, - "hard_skills_match_score": hard_skills_match, - "free_text_match_score": free_text_match, - "full_match_score": ( - soft_skills_match * SOFT_SKILL_PERCENTAGE - + hard_skills_match * HARD_SKILL_PERCENTAGE - + free_text_match * FREE_TEXT_PERCENTAGE - ), - } - - return [ - { - "id": job.job_id, - "name": job.job_title, - "full_match_score": match_percentages[job.job_id]["full_match_score"], - "hard_skills": job.hard_skill_test_matching.values_list( - "skill_name", flat=True - ), - "soft_skills": job.soft_skill_test_matching.values_list( - "soft_skill_name", flat=True - ), - "soft_skills_match_score": match_percentages[job.job_id][ - "soft_skills_match_score" - ], - "free_text_match_score": match_percentages[job.job_id][ - "free_text_match_score" - ], - "hard_skills_match_score": match_percentages[job.job_id][ - "hard_skills_match_score" - ], - } - for job in jobs - ] + if hide_matches_in_header(self): + return "Hide-Matches set to true" + + if not is_calling_just_one_job_or_candidate(self.context.get("request")): + return "Match only available when calling with Job or Company ID" + + match_percentages = generate_match_percentaged(instance) + + return generate_match_output(match_percentages, instance) class LanguagesSerializer(serializers.HyperlinkedModelSerializer): class Meta: - model = Languages + model = models.Languages fields = "__all__" class LanguagesProficiencySerializer(serializers.HyperlinkedModelSerializer): class Meta: - model = LanguagesProficiency + model = models.LanguagesProficiency fields = "__all__" @@ -189,62 +130,62 @@ class InvitationSerializer(serializers.HyperlinkedModelSerializer): association = AssociationsSerializer() class Meta: - model = Invitation + model = models.Invitation fields = "__all__" class PersonalitiesSerializer(serializers.HyperlinkedModelSerializer): class Meta: - model = Personalities + model = models.Personalities fields = "__all__" many = True class SkillsSerializer(serializers.ModelSerializer): class Meta: - model = Skills + model = models.Skills fields = "__all__" many = True class SoftSkillsSerializer(serializers.ModelSerializer): class Meta: - model = SoftSkills + model = models.SoftSkills fields = "__all__" many = True class StatusSerializer(serializers.HyperlinkedModelSerializer): class Meta: - model = Status + model = models.Status fields = "__all__" many = True class ListValuesSerializer(serializers.HyperlinkedModelSerializer): class Meta: - model = ListValues + model = models.ListValues fields = "__all__" many = True class WorkPermitsSerializer(serializers.HyperlinkedModelSerializer): class Meta: - model = WorkPermits + model = models.WorkPermits fields = "__all__" many = True class WorkModelsSerializer(serializers.HyperlinkedModelSerializer): class Meta: - model = WorkModels + model = models.WorkModels fields = "__all__" many = True class AvailableCompanyDomainsSerializer(serializers.HyperlinkedModelSerializer): class Meta: - model = AvailableCompanyDomains + model = models.AvailableCompanyDomains fields = "__all__" many = True @@ -264,7 +205,7 @@ class JobsSerializer(serializers.ModelSerializer): location_country = CountriesSerializer() class Meta: - model = Jobs + model = models.Jobs exclude = ( "soft_skill_test_matching", "hard_skill_test_matching", @@ -278,92 +219,49 @@ def validate(self, data): data["hard_skill_test_matching"], ) = extract_skills(data["raw_description"]) - data["description_embedded"] = generate_embeddings(data["raw_description"]) - - data["soft_skill_test_matching"] = SoftSkills.objects.filter( + data["soft_skill_test_matching"] = models.SoftSkills.objects.filter( soft_skill_name__in=data["soft_skill_test_matching"] ) - data["hard_skill_test_matching"] = Skills.objects.filter( + data["hard_skill_test_matching"] = models.Skills.objects.filter( skill_name__in=data["hard_skill_test_matching"] ) + data["description_embedded"] = generate_embeddings(data["raw_description"]) + return data def get_matches(self, instance): - headers = self.context["request"].headers - if "Hide-Matches" in headers: - if headers["Hide-Matches"] == "true": - return "Hide-Matches set to true" - - print(self.context.get("request")) - req = self.context.get("request") - job_id = req.path.split("/") - job_id = job_id[-2] if job_id[-1] == "" else job_id[-1] - - try: - job_id = int(job_id) - except Exception: + if hide_matches_in_header(self): + return "Hide-Matches set to true" + + if not is_calling_just_one_job_or_candidate(self.context.get("request")): return "Match only available when calling with Job or Company ID" - job = instance - job_soft_skills = list( - job.soft_skill_test_matching.values_list("soft_skill_id", flat=True) - ) - job_hard_skills = list( - job.hard_skill_test_matching.values_list("skill_id", flat=True) - ) + match_percentages = generate_match_percentaged(instance) - match_percentages = {} - - candidates = instance.matches - for candidate in candidates: - soft_skills_match = candidate.get_match_percentage(job_soft_skills, "soft") - hard_skills_match = candidate.get_match_percentage(job_hard_skills, "hard") - free_text_match = get_free_text_match( - job_embeddings=job.description_embedded, - candidate_embeddings=candidate.aboutme_experinece_embedded, - ) - - match_percentages[candidate.candidate_id] = { - "soft_skills_match_score": soft_skills_match, - "hard_skills_match_score": hard_skills_match, - "free_text_match_score": free_text_match, - "full_match_score": ( - soft_skills_match * SOFT_SKILL_PERCENTAGE - + hard_skills_match * HARD_SKILL_PERCENTAGE - + free_text_match * FREE_TEXT_PERCENTAGE - ), - } - - return [ - { - "id": candidate.candidate_id, - "name": candidate.preferred_name, - "full_match_score": match_percentages[candidate.candidate_id][ - "full_match_score" - ], - "preferred_name": candidate.preferred_name, - "about_me": candidate.about_me, - "hard_skills": candidate.hard_skill_test_matching.values_list( - "skill_name", flat=True - ), - "free_text_match_score": match_percentages[candidate.candidate_id][ - "free_text_match_score" - ], - "notice_period": candidate.notice_period_months, - "soft_skills_match_score": match_percentages[candidate.candidate_id][ - "soft_skills_match_score" - ], - "hard_skills_match_score": match_percentages[candidate.candidate_id][ - "hard_skills_match_score" - ], - } - for candidate in candidates - ] + return generate_match_output(match_percentages, instance) class CompaniesSerializer(serializers.HyperlinkedModelSerializer): class Meta: - model = Companies + model = models.Companies fields = "__all__" many = True + + +class PhotoSerializer(serializers.ModelSerializer): + class Meta: + model = models.Photo + fields = "__all__" + + +class FileSerializer(serializers.ModelSerializer): + class Meta: + model = models.CandidatesDocuments + fields = ["file_name", "file", "description", "candidate", "created_at"] + + +class RefreshTokenSerializer(serializers.ModelSerializer): + class Meta: + model = RefreshTokens + fields = "__all__" diff --git a/backend/api/views.py b/backend/api/views.py index fc6638e..4a429bd 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -1,13 +1,14 @@ import os -from django.db import models from rest_framework.response import Response from rest_framework.views import APIView from rest_framework import mixins from drf_spectacular.utils import extend_schema_view, extend_schema, OpenApiParameter +from api import models +import api.views_schemas as views_schemas import json -from api import serializers as model_serializers -from api.auth_models import AuthUsers, RefreshTokens +from api import serializers as models_serializers +from api.auth_models import AuthUsers from api import auth_token from api.models import CandidatesDocuments from api.services import ( @@ -29,110 +30,78 @@ class AuthUserViewSet(viewsets.ModelViewSet): http_method_names = ["get"] - model_serializers.AuthUsers.objects.using("auth") - queryset = model_serializers.AuthUsers.objects.all() - serializer_class = model_serializers.AuthUserSerializer + AuthUsers.objects.using("auth") + queryset = AuthUsers.objects.all() + serializer_class = models_serializers.AuthUserSerializer class CantonsViewSet(viewsets.ModelViewSet): - queryset = model_serializers.Cantons.objects.all() - serializer_class = model_serializers.CantonsSerializer + queryset = models.Cantons.objects.all() + serializer_class = models_serializers.CantonsSerializer class CountriesViewSet(viewsets.ModelViewSet): - queryset = model_serializers.Countries.objects.all() - serializer_class = model_serializers.CountriesSerializer + queryset = models.Countries.objects.all() + serializer_class = models_serializers.CountriesSerializer class AssociationsViewSet(viewsets.ModelViewSet): - queryset = model_serializers.Associations.objects.all() - serializer_class = model_serializers.AssociationsSerializer + queryset = models.Associations.objects.all() + serializer_class = models_serializers.AssociationsSerializer class LanguagesViewSet(viewsets.ModelViewSet): - queryset = model_serializers.Languages.objects.all() - serializer_class = model_serializers.LanguagesSerializer + queryset = models.Languages.objects.all() + serializer_class = models_serializers.LanguagesSerializer class LanguagesProficiencyViewSet(viewsets.ModelViewSet): - queryset = model_serializers.LanguagesProficiency.objects.all() - serializer_class = model_serializers.LanguagesProficiencySerializer + queryset = models.LanguagesProficiency.objects.all() + serializer_class = models_serializers.LanguagesProficiencySerializer class InvitationsViewSet(viewsets.ModelViewSet): - queryset = model_serializers.Invitation.objects.all() - serializer_class = model_serializers.InvitationSerializer + queryset = models.Invitation.objects.all() + serializer_class = models_serializers.InvitationSerializer class PersonalitiesViewSet(viewsets.ModelViewSet): - queryset = model_serializers.Personalities.objects.all() - serializer_class = model_serializers.PersonalitiesSerializer + queryset = models.Personalities.objects.all() + serializer_class = models_serializers.PersonalitiesSerializer class SkillsViewSet(viewsets.ModelViewSet): - queryset = model_serializers.Skills.objects.all() - serializer_class = model_serializers.SkillsSerializer + queryset = models.Skills.objects.all() + serializer_class = models_serializers.SkillsSerializer class SoftSkillsViewSet(viewsets.ModelViewSet): - queryset = model_serializers.SoftSkills.objects.all() - serializer_class = model_serializers.SoftSkillsSerializer + queryset = models.SoftSkills.objects.all() + serializer_class = models_serializers.SoftSkillsSerializer class StatusViewSet(viewsets.ModelViewSet): - queryset = model_serializers.Status.objects.all() - serializer_class = model_serializers.StatusSerializer + queryset = models.Status.objects.all() + serializer_class = models_serializers.StatusSerializer class ListValuesViewSet(viewsets.ModelViewSet): - queryset = model_serializers.ListValues.objects.all() - serializer_class = model_serializers.ListValuesSerializer + queryset = models.ListValues.objects.all() + serializer_class = models_serializers.ListValuesSerializer class WorkModelsViewSet(viewsets.ModelViewSet): - queryset = model_serializers.WorkModels.objects.all() - serializer_class = model_serializers.WorkModelsSerializer + queryset = models.WorkModels.objects.all() + serializer_class = models_serializers.WorkModelsSerializer class WorkPermitsViewSet(viewsets.ModelViewSet): - queryset = model_serializers.WorkPermits.objects.all() - serializer_class = model_serializers.WorkPermitsSerializer + queryset = models.WorkPermits.objects.all() + serializer_class = models_serializers.WorkPermitsSerializer @extend_schema_view( - post=extend_schema( - summary="User login after signup", - description="Use this endpoint to login your user, password or refresh token need to be sent as authentification method, if both are sent, password will be considered the valid one.", - request={ - "application/json": { - "type": "object", - "properties": { - "email": {"type": "string", "required": True}, - "password": {"type": "string"}, - "refresh_token": {"type": "string"}, - }, - }, - }, - responses={ - "application/json": { - "type": "object", - "properties": { - "access_token": {"type": "string"}, - "token_type": {"type": "string"}, - "expires_in": {"type": "integer"}, - "expires_at": {"type": "integer"}, - "role": {"type": "string"}, - "last_sign_in_at": {"type": "string"}, - "id": {"type": "integer"}, - "refresh_token": {"type": "string"}, - "first_name": {"type": "string"}, - "last_name": {"type": "string"}, - "preferred_name": {"type": "string"}, - }, - }, - }, - # description="Provide the company id in the url parameter and this will retrieve all the jobs associated with the company", - ), + post=extend_schema(**views_schemas.login_view_post), ) class LoginView(APIView): def post(self, request): @@ -303,39 +272,26 @@ def post(self, request): ), ) class CandidatesViewSet(viewsets.ModelViewSet): - queryset = model_serializers.Candidates.objects.all() - serializer_class = model_serializers.CandidatesSerializer + queryset = models.Candidates.objects.all() + serializer_class = models_serializers.CandidatesSerializer class AvailableCompanyDomainsViewSet(viewsets.ModelViewSet): - queryset = model_serializers.AvailableCompanyDomains.objects.all() - serializer_class = model_serializers.AvailableCompanyDomainsSerializer + queryset = models.AvailableCompanyDomains.objects.all() + serializer_class = models_serializers.AvailableCompanyDomainsSerializer @extend_schema_view( - retrieve=extend_schema( - summary="Retrieve information for a job", - description=""" - Provide the job id in the url parameter and this will retrieve all the information associated with the job. - - Optional: - Hide-Matches: bool - If true, will not return the matches for faster loading - """, - parameters=[ - OpenApiParameter("job_id", int, OpenApiParameter.PATH, required=True), - OpenApiParameter("Hide-Matches", bool, OpenApiParameter.HEADER), - ], - ), + retrieve=extend_schema(**views_schemas.jobs_views_retrieve), ) class JobsViewSet(viewsets.ModelViewSet): - queryset = model_serializers.Jobs.objects.all() - serializer_class = model_serializers.JobsSerializer + queryset = models.Jobs.objects.all() + serializer_class = models_serializers.JobsSerializer class CompaniesViewSet(viewsets.ModelViewSet): - queryset = model_serializers.Companies.objects.all() - serializer_class = model_serializers.CompaniesSerializer + queryset = models.Companies.objects.all() + serializer_class = models_serializers.CompaniesSerializer @extend_schema_view( @@ -348,7 +304,7 @@ class CompanyJobsViewSet( mixins.ListModelMixin, viewsets.GenericViewSet, ): - serializer_class = model_serializers.JobsSerializer + serializer_class = models_serializers.JobsSerializer def get_queryset(self): """ @@ -356,40 +312,17 @@ def get_queryset(self): the user as determined by the username portion of the URL. """ username = self.kwargs["company_id"] - return model_serializers.Jobs.objects.filter(company_id=username) + return models_serializers.Jobs.objects.filter(company_id=username) # Testing file upload -class Photo(models.Model): - id = models.AutoField(primary_key=True) - file = models.ImageField(upload_to="avatars") - - -class PhotoSerializer(serializers.ModelSerializer): - class Meta: - model = Photo - fields = "__all__" - - class PhotoViewSet(viewsets.ModelViewSet): - queryset = Photo.objects.all() - serializer_class = PhotoSerializer - - -class FileSerializer(serializers.ModelSerializer): - class Meta: - model = CandidatesDocuments - fields = ["file_name", "file", "description", "candidate", "created_at"] - - -class RefreshTokenSerializer(serializers.ModelSerializer): - class Meta: - model = RefreshTokens - fields = "__all__" + queryset = models.Photo.objects.all() + serializer_class = models_serializers.PhotoSerializer class FileViewSet(viewsets.ModelViewSet): queryset = CandidatesDocuments.objects.all() - serializer_class = FileSerializer + serializer_class = models_serializers.FileSerializer diff --git a/backend/api/views_schemas.py b/backend/api/views_schemas.py new file mode 100644 index 0000000..4910744 --- /dev/null +++ b/backend/api/views_schemas.py @@ -0,0 +1,50 @@ +from drf_spectacular.utils import OpenApiParameter + +login_view_post = { + "summary": "User login after signup", + "description": "Use this endpoint to login your user, password or refresh token need to be sent as authentification method, if both are sent, password will be considered the valid one.", + "request": { + "application/json": { + "type": "object", + "properties": { + "email": {"type": "string", "required": True}, + "password": {"type": "string"}, + "refresh_token": {"type": "string"}, + }, + }, + }, + "responses": { + "application/json": { + "type": "object", + "properties": { + "access_token": {"type": "string"}, + "token_type": {"type": "string"}, + "expires_in": {"type": "integer"}, + "expires_at": {"type": "integer"}, + "role": {"type": "string"}, + "last_sign_in_at": {"type": "string"}, + "id": {"type": "integer"}, + "refresh_token": {"type": "string"}, + "first_name": {"type": "string"}, + "last_name": {"type": "string"}, + "preferred_name": {"type": "string"}, + }, + }, + }, +} + + +jobs_views_retrieve = { + "summary": "Retrieve information for a job", + "description": """ + Provide the job id in the url parameter and this will retrieve all the information associated with the job. + + Optional: + Hide-Matches: bool + If true, will not return the matches for faster loading + """, + "parameters": [ + OpenApiParameter("job_id", int, OpenApiParameter.PATH, required=True), + OpenApiParameter("Hide-Matches", bool, OpenApiParameter.HEADER), + ], +} From 25f1a3336cb2fd217dde113c9d4d577e663c00e7 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 27 Oct 2023 09:04:50 +0200 Subject: [PATCH 085/138] 68b3e825deec06c33ee55b18da44c04cb6c02344-deploy From d0407646f02094e32f93470dfe928ea453dd37a8 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 27 Oct 2023 09:44:41 +0200 Subject: [PATCH 086/138] Added authorization services --- backend/api/auth_token.py | 6 ++--- backend/api/models.py | 7 +++--- backend/api/services.py | 35 ++++++++++++++--------------- backend/api/views.py | 31 +++++++++++++++++++++---- backend/shift_3_womenpp/settings.py | 6 +++++ 5 files changed, 57 insertions(+), 28 deletions(-) diff --git a/backend/api/auth_token.py b/backend/api/auth_token.py index accdd20..ba9fcfc 100644 --- a/backend/api/auth_token.py +++ b/backend/api/auth_token.py @@ -33,9 +33,10 @@ def authenticate_access_token(token: str) -> json: ) except jwt.exceptions.ExpiredSignatureError as err: # If jwt.decode reaches ExpiredSignatureError means the signature is valid but has expired - return refresh_expired_token(token) + # return refresh_expired_token(token) + return None except Exception as error: - return error + raise "Invalid JWT signature" return decoded_token @@ -108,7 +109,6 @@ def format_token(token: json) -> json: case "admin": raise Exception("Admin not yet implemented") - print("user ## ", user) if user: id = user.user_id user_profile = user_profile.objects.get(pk=id).__dict__ diff --git a/backend/api/models.py b/backend/api/models.py index bb5d3a8..536e183 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -5,6 +5,7 @@ from django.db import models from django.db.models import Q + DEFAULT_MAX_LENGTH = 255 @@ -89,7 +90,7 @@ class Candidates(models.Model): ) github = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) linkedin = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) - last_country = models.ForeignKey("Countries", on_delete=models.DO_NOTHING) + last_country = models.ForeignKey("Countries", on_delete=models.DO_NOTHING, blank=True, null=True) birth_date = models.DateField(blank=True, null=True) education = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) location_city = models.CharField( @@ -97,7 +98,7 @@ class Candidates(models.Model): ) hard_skills = models.TextField(blank=True, null=True) languages = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) - soft_skills = models.TextField() + soft_skills = models.TextField(blank=True, null=True) gender = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) ethnicity = models.IntegerField(blank=True, null=True) aboutme_experinece_embedded = models.TextField(blank=True, null=True) @@ -114,7 +115,7 @@ class Candidates(models.Model): # country = models.ForeignKey("Countries", models.DO_NOTHING, blank=True, null=True) # phone_number_region = models.IntegerField(blank=True, null=True) # phone_number = models.IntegerField(blank=True, null=True) - email = models.CharField(max_length=DEFAULT_MAX_LENGTH) + email = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) date_of_birth = models.DateField(blank=True, null=True) notice_period_months = models.IntegerField(blank=True, null=True) # status = models.ForeignKey( diff --git a/backend/api/services.py b/backend/api/services.py index c659569..0262ae3 100644 --- a/backend/api/services.py +++ b/backend/api/services.py @@ -7,6 +7,7 @@ from api import auth_token from rest_framework import status +from api import authentication_services from api.models import SupabaseIdToUserIds @@ -17,6 +18,8 @@ AvailableCompanyDomains, ) +from api.auth_models import AuthUsers + logging.basicConfig( level=int(os.environ["LOGGING_LEVEL"]), filename="logs/services.log" @@ -138,7 +141,7 @@ def authorize_invite(jwt: json) -> bool: """ decoded_token = auth_token.authenticate_access_token(jwt) - permitted_users = ["association", "admin", "service_role"] + permitted_users = ["association", "admin", "service_role", "association_user"] if "user" in decoded_token.keys(): if decoded_token["user"]["role"] in permitted_users: return True @@ -150,7 +153,7 @@ def authorize_invite(jwt: json) -> bool: return False -def apply_supabase_id_to_users_tables(payload: json) -> None: +def apply_supabase_id_to_users_tables_and_apply_metadata(payload: json) -> None: """Apply the id from the schema auth.auth_users to the tables public Args: @@ -160,15 +163,10 @@ def apply_supabase_id_to_users_tables(payload: json) -> None: None """ - match payload["user"]["role"]: - case "candidate": - user_model = Candidates - case "company_user": - user_model = CompanyUsers - case "association_user": - user_model = AssociationUsers - role = payload["user"]["role"] + + user_model = authentication_services.get_user_type(role) + supabase_user_id = payload["user"]["id"] user_id = user_model.objects.filter( @@ -179,21 +177,22 @@ def apply_supabase_id_to_users_tables(payload: json) -> None: supabase_authenticaiton_uuid=supabase_user_id, role=role, user_id=user_id ).save() + auth_user = AuthUsers.objects.get(pk=supabase_user_id) + metadata = auth_user.raw_user_meta_data + metadata["id"] = user_id + metadata["role"] = role + auth_user.save(update_fields=["raw_user_meta_data"]) + def create_user_in_respective_table(request_payload, response_payload) -> json: - match response_payload["user"]["role"]: - case "candidate": - user_model = Candidates - case "company_user": - user_model = CompanyUsers - case "association_user": - user_model = AssociationUsers + user_model = authentication_services.get_user_type(response_payload["user"]["role"]) user_model.objects.create( first_name=request_payload["first_name"], last_name=request_payload["last_name"], - email_adress=request_payload["email"], + email=request_payload["email"], supabase_authenticaiton_uuid=response_payload["user"]["id"], + last_country_id=227, ) diff --git a/backend/api/views.py b/backend/api/views.py index 4a429bd..72df201 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -2,17 +2,19 @@ from rest_framework.response import Response from rest_framework.views import APIView from rest_framework import mixins +from rest_framework.settings import api_settings from drf_spectacular.utils import extend_schema_view, extend_schema, OpenApiParameter from api import models +from api.authentication_services import IsAssociationUser, IsCandidateUser import api.views_schemas as views_schemas import json from api import serializers as models_serializers from api.auth_models import AuthUsers from api import auth_token -from api.models import CandidatesDocuments +from api.models import Associations, CandidatesDocuments from api.services import ( - apply_supabase_id_to_users_tables, + apply_supabase_id_to_users_tables_and_apply_metadata, authorize_invite, gotrue_auth_request, update_user_password, @@ -21,7 +23,7 @@ is_valid_company_domain, ) -from rest_framework import serializers, viewsets, status +from rest_framework import viewsets, status POSSIBLE_ROLES = json.loads(os.environ["POSSIBLE_ROLES"]) SUPABASE_SERVICE_ROLE_APIKEY = os.environ["SUPABASE_SERVICE_ROLE_APIKEY"] @@ -54,6 +56,16 @@ class LanguagesViewSet(viewsets.ModelViewSet): queryset = models.Languages.objects.all() serializer_class = models_serializers.LanguagesSerializer + def list(self, request, *args, **kwargs): + content = { + "user": str(request.user), + "auth": str(request.auth), + } + print("user", request.user, "/end") + print("auth", request.auth, "/end") + + return super().list(request, *args, **kwargs) + class LanguagesProficiencyViewSet(viewsets.ModelViewSet): queryset = models.LanguagesProficiency.objects.all() @@ -182,7 +194,7 @@ def post(self, request): # If signup is sucessufl if "user" in response_payload.keys(): create_user_in_respective_table(request_payload, response_payload) - apply_supabase_id_to_users_tables(response_payload) + apply_supabase_id_to_users_tables_and_apply_metadata(response_payload) # reformat token for FE response_payload = auth_token.format_token(response_payload) @@ -274,6 +286,17 @@ def post(self, request): class CandidatesViewSet(viewsets.ModelViewSet): queryset = models.Candidates.objects.all() serializer_class = models_serializers.CandidatesSerializer + permission_classes = [IsAssociationUser | IsCandidateUser] + + def get_queryset(self): + user = self.request.user + print(user) + queryset = models.Candidates.objects.all() + if type(user) == models.Associations: + return queryset + elif type(user) == models.Candidates: + return queryset.filter(pk=user.pk) + raise "Not Allowed" class AvailableCompanyDomainsViewSet(viewsets.ModelViewSet): diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index 16a63ca..eb33a8b 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -10,6 +10,7 @@ https://docs.djangoproject.com/en/4.2/ref/settings/ """ +from rest_framework import permissions from os import getenv, path, mkdir, environ from pathlib import Path @@ -56,6 +57,7 @@ "corsheaders", # Internal apps "api", + # Admin overhaul ] MIDDLEWARE = [ @@ -87,11 +89,15 @@ }, ] + WSGI_APPLICATION = "shift_3_womenpp.wsgi.application" REST_FRAMEWORK = { "DEFAULT_PERMISSION_CLASSES": ["rest_framework.permissions.AllowAny"], "DEFAULT_SCHEMA_CLASS": "drf_spectacular.openapi.AutoSchema", + "DEFAULT_AUTHENTICATION_CLASSES": ( + "api.authentication_services.CustomTokenAuthentication", + ), } From ee47cfe2a3a0e338a136e7f8d4b96ed7331bfb40 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 27 Oct 2023 09:45:43 +0200 Subject: [PATCH 087/138] Added authorization services (#73) --- backend/api/auth_token.py | 6 ++--- backend/api/models.py | 7 +++--- backend/api/services.py | 35 ++++++++++++++--------------- backend/api/views.py | 31 +++++++++++++++++++++---- backend/shift_3_womenpp/settings.py | 6 +++++ 5 files changed, 57 insertions(+), 28 deletions(-) diff --git a/backend/api/auth_token.py b/backend/api/auth_token.py index accdd20..ba9fcfc 100644 --- a/backend/api/auth_token.py +++ b/backend/api/auth_token.py @@ -33,9 +33,10 @@ def authenticate_access_token(token: str) -> json: ) except jwt.exceptions.ExpiredSignatureError as err: # If jwt.decode reaches ExpiredSignatureError means the signature is valid but has expired - return refresh_expired_token(token) + # return refresh_expired_token(token) + return None except Exception as error: - return error + raise "Invalid JWT signature" return decoded_token @@ -108,7 +109,6 @@ def format_token(token: json) -> json: case "admin": raise Exception("Admin not yet implemented") - print("user ## ", user) if user: id = user.user_id user_profile = user_profile.objects.get(pk=id).__dict__ diff --git a/backend/api/models.py b/backend/api/models.py index bb5d3a8..536e183 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -5,6 +5,7 @@ from django.db import models from django.db.models import Q + DEFAULT_MAX_LENGTH = 255 @@ -89,7 +90,7 @@ class Candidates(models.Model): ) github = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) linkedin = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) - last_country = models.ForeignKey("Countries", on_delete=models.DO_NOTHING) + last_country = models.ForeignKey("Countries", on_delete=models.DO_NOTHING, blank=True, null=True) birth_date = models.DateField(blank=True, null=True) education = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) location_city = models.CharField( @@ -97,7 +98,7 @@ class Candidates(models.Model): ) hard_skills = models.TextField(blank=True, null=True) languages = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) - soft_skills = models.TextField() + soft_skills = models.TextField(blank=True, null=True) gender = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) ethnicity = models.IntegerField(blank=True, null=True) aboutme_experinece_embedded = models.TextField(blank=True, null=True) @@ -114,7 +115,7 @@ class Candidates(models.Model): # country = models.ForeignKey("Countries", models.DO_NOTHING, blank=True, null=True) # phone_number_region = models.IntegerField(blank=True, null=True) # phone_number = models.IntegerField(blank=True, null=True) - email = models.CharField(max_length=DEFAULT_MAX_LENGTH) + email = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) date_of_birth = models.DateField(blank=True, null=True) notice_period_months = models.IntegerField(blank=True, null=True) # status = models.ForeignKey( diff --git a/backend/api/services.py b/backend/api/services.py index c659569..0262ae3 100644 --- a/backend/api/services.py +++ b/backend/api/services.py @@ -7,6 +7,7 @@ from api import auth_token from rest_framework import status +from api import authentication_services from api.models import SupabaseIdToUserIds @@ -17,6 +18,8 @@ AvailableCompanyDomains, ) +from api.auth_models import AuthUsers + logging.basicConfig( level=int(os.environ["LOGGING_LEVEL"]), filename="logs/services.log" @@ -138,7 +141,7 @@ def authorize_invite(jwt: json) -> bool: """ decoded_token = auth_token.authenticate_access_token(jwt) - permitted_users = ["association", "admin", "service_role"] + permitted_users = ["association", "admin", "service_role", "association_user"] if "user" in decoded_token.keys(): if decoded_token["user"]["role"] in permitted_users: return True @@ -150,7 +153,7 @@ def authorize_invite(jwt: json) -> bool: return False -def apply_supabase_id_to_users_tables(payload: json) -> None: +def apply_supabase_id_to_users_tables_and_apply_metadata(payload: json) -> None: """Apply the id from the schema auth.auth_users to the tables public Args: @@ -160,15 +163,10 @@ def apply_supabase_id_to_users_tables(payload: json) -> None: None """ - match payload["user"]["role"]: - case "candidate": - user_model = Candidates - case "company_user": - user_model = CompanyUsers - case "association_user": - user_model = AssociationUsers - role = payload["user"]["role"] + + user_model = authentication_services.get_user_type(role) + supabase_user_id = payload["user"]["id"] user_id = user_model.objects.filter( @@ -179,21 +177,22 @@ def apply_supabase_id_to_users_tables(payload: json) -> None: supabase_authenticaiton_uuid=supabase_user_id, role=role, user_id=user_id ).save() + auth_user = AuthUsers.objects.get(pk=supabase_user_id) + metadata = auth_user.raw_user_meta_data + metadata["id"] = user_id + metadata["role"] = role + auth_user.save(update_fields=["raw_user_meta_data"]) + def create_user_in_respective_table(request_payload, response_payload) -> json: - match response_payload["user"]["role"]: - case "candidate": - user_model = Candidates - case "company_user": - user_model = CompanyUsers - case "association_user": - user_model = AssociationUsers + user_model = authentication_services.get_user_type(response_payload["user"]["role"]) user_model.objects.create( first_name=request_payload["first_name"], last_name=request_payload["last_name"], - email_adress=request_payload["email"], + email=request_payload["email"], supabase_authenticaiton_uuid=response_payload["user"]["id"], + last_country_id=227, ) diff --git a/backend/api/views.py b/backend/api/views.py index 4a429bd..72df201 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -2,17 +2,19 @@ from rest_framework.response import Response from rest_framework.views import APIView from rest_framework import mixins +from rest_framework.settings import api_settings from drf_spectacular.utils import extend_schema_view, extend_schema, OpenApiParameter from api import models +from api.authentication_services import IsAssociationUser, IsCandidateUser import api.views_schemas as views_schemas import json from api import serializers as models_serializers from api.auth_models import AuthUsers from api import auth_token -from api.models import CandidatesDocuments +from api.models import Associations, CandidatesDocuments from api.services import ( - apply_supabase_id_to_users_tables, + apply_supabase_id_to_users_tables_and_apply_metadata, authorize_invite, gotrue_auth_request, update_user_password, @@ -21,7 +23,7 @@ is_valid_company_domain, ) -from rest_framework import serializers, viewsets, status +from rest_framework import viewsets, status POSSIBLE_ROLES = json.loads(os.environ["POSSIBLE_ROLES"]) SUPABASE_SERVICE_ROLE_APIKEY = os.environ["SUPABASE_SERVICE_ROLE_APIKEY"] @@ -54,6 +56,16 @@ class LanguagesViewSet(viewsets.ModelViewSet): queryset = models.Languages.objects.all() serializer_class = models_serializers.LanguagesSerializer + def list(self, request, *args, **kwargs): + content = { + "user": str(request.user), + "auth": str(request.auth), + } + print("user", request.user, "/end") + print("auth", request.auth, "/end") + + return super().list(request, *args, **kwargs) + class LanguagesProficiencyViewSet(viewsets.ModelViewSet): queryset = models.LanguagesProficiency.objects.all() @@ -182,7 +194,7 @@ def post(self, request): # If signup is sucessufl if "user" in response_payload.keys(): create_user_in_respective_table(request_payload, response_payload) - apply_supabase_id_to_users_tables(response_payload) + apply_supabase_id_to_users_tables_and_apply_metadata(response_payload) # reformat token for FE response_payload = auth_token.format_token(response_payload) @@ -274,6 +286,17 @@ def post(self, request): class CandidatesViewSet(viewsets.ModelViewSet): queryset = models.Candidates.objects.all() serializer_class = models_serializers.CandidatesSerializer + permission_classes = [IsAssociationUser | IsCandidateUser] + + def get_queryset(self): + user = self.request.user + print(user) + queryset = models.Candidates.objects.all() + if type(user) == models.Associations: + return queryset + elif type(user) == models.Candidates: + return queryset.filter(pk=user.pk) + raise "Not Allowed" class AvailableCompanyDomainsViewSet(viewsets.ModelViewSet): diff --git a/backend/shift_3_womenpp/settings.py b/backend/shift_3_womenpp/settings.py index 16a63ca..eb33a8b 100644 --- a/backend/shift_3_womenpp/settings.py +++ b/backend/shift_3_womenpp/settings.py @@ -10,6 +10,7 @@ https://docs.djangoproject.com/en/4.2/ref/settings/ """ +from rest_framework import permissions from os import getenv, path, mkdir, environ from pathlib import Path @@ -56,6 +57,7 @@ "corsheaders", # Internal apps "api", + # Admin overhaul ] MIDDLEWARE = [ @@ -87,11 +89,15 @@ }, ] + WSGI_APPLICATION = "shift_3_womenpp.wsgi.application" REST_FRAMEWORK = { "DEFAULT_PERMISSION_CLASSES": ["rest_framework.permissions.AllowAny"], "DEFAULT_SCHEMA_CLASS": "drf_spectacular.openapi.AutoSchema", + "DEFAULT_AUTHENTICATION_CLASSES": ( + "api.authentication_services.CustomTokenAuthentication", + ), } From dadfa19dd268ce0fba7be03487ec5e074c2200a8 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 27 Oct 2023 09:59:00 +0200 Subject: [PATCH 088/138] Fixed Jobs viewset --- backend/api/views.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/backend/api/views.py b/backend/api/views.py index 72df201..878ade2 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -331,11 +331,11 @@ class CompanyJobsViewSet( def get_queryset(self): """ - This view should return a list of all the purchases for - the user as determined by the username portion of the URL. + This view should return a list of all the jobs for + the company as determined by the username portion of the URL. """ username = self.kwargs["company_id"] - return models_serializers.Jobs.objects.filter(company_id=username) + return models.Jobs.objects.filter(company_id=username) # Testing file upload From f21b85916d0c8ae89c0c7f2d40d1e60f4f064981 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 27 Oct 2023 09:59:48 +0200 Subject: [PATCH 089/138] Backend fix jobs viewset (#74) --- backend/api/views.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/backend/api/views.py b/backend/api/views.py index 72df201..878ade2 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -331,11 +331,11 @@ class CompanyJobsViewSet( def get_queryset(self): """ - This view should return a list of all the purchases for - the user as determined by the username portion of the URL. + This view should return a list of all the jobs for + the company as determined by the username portion of the URL. """ username = self.kwargs["company_id"] - return models_serializers.Jobs.objects.filter(company_id=username) + return models.Jobs.objects.filter(company_id=username) # Testing file upload From a1bb6cbf8272f972ec4d9f9a99973405cbc1b9bd Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 27 Oct 2023 11:49:07 +0200 Subject: [PATCH 090/138] Added autentication files --- backend/.gitignore | 1 + backend/api/authentication_services.py | 59 ++++++++++ backend/api/middleware.py | 109 ++++++++++++++++++ ...es_aboutme_experinece_embedded_and_more.py | 42 +++++++ 4 files changed, 211 insertions(+) create mode 100644 backend/.gitignore create mode 100644 backend/api/authentication_services.py create mode 100644 backend/api/middleware.py create mode 100644 backend/api/migrations/0033_rename_aboutme_embedded_candidates_aboutme_experinece_embedded_and_more.py diff --git a/backend/.gitignore b/backend/.gitignore new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/backend/.gitignore @@ -0,0 +1 @@ + diff --git a/backend/api/authentication_services.py b/backend/api/authentication_services.py new file mode 100644 index 0000000..ec079c1 --- /dev/null +++ b/backend/api/authentication_services.py @@ -0,0 +1,59 @@ +from rest_framework.authentication import BaseAuthentication +from rest_framework.permissions import BasePermission +from api.models import Candidates, Associations, Companies +from api import auth_token +from django.db.models import Model +from rest_framework import exceptions + + +class CustomTokenAuthentication(BaseAuthentication): + keyword = "Bearer" # token type + + def authenticate(self, req): + if "Authorization" not in req.headers: + return None + decoded_key = auth_token.authenticate_access_token(req.headers["Authorization"]) + + metadata = decoded_key["user_metadata"] + id = metadata["id"] + user = get_user_type(decoded_key["role"]) + + try: + user = user(pk=id) + except user.DoesNotExist: + raise exceptions.AuthenticationFailed("No such user") + + return user, decoded_key + + +def get_user_type(role: str) -> Model: + match role: + case "candidate": + user = Candidates + case "association_user": + user = Associations + case "company_user": + user = Companies + + if user == None: + raise "User type not found" + + return user + + +class IsAssociationUser(BasePermission): + """ + Allows access only to association users. + """ + + def has_permission(self, request, view): + return bool(request.user and type(request.user) == Associations) + + +class IsCandidateUser(BasePermission): + """ + Allows access only to association users. + """ + + def has_permission(self, request, view): + return bool(request.user and type(request.user) == Candidates) diff --git a/backend/api/middleware.py b/backend/api/middleware.py new file mode 100644 index 0000000..9ffed7a --- /dev/null +++ b/backend/api/middleware.py @@ -0,0 +1,109 @@ +import json +import os +import logging +import jwt + +from dotenv import load_dotenv + +from api.auth_models import RefreshTokens +from api.auth_token import authenticate_access_token +from api.services import gotrue_auth_request +from rest_framework import status + +load_dotenv() + + +JWT_SECRET_KEY = os.environ["JWT_SECRET_KEY"] + +logging.basicConfig( + level=int(os.environ["LOGGING_LEVEL"]), + handlers=[logging.FileHandler("logs/middleware.log"), logging.StreamHandler()], +) + + +class RefreshTokenMiddleware: + def __init__(self, get_response): + self.get_response = get_response + + def __call__(self, request): + if "Authorization" in request.headers: + decoded_token = authenticate_access_token(request.headers["Authorization"]) + logging.debug("Updated request token", decoded_token) + if type(decoded_token) == "str": + request.META["Authorization"] = "bearer " + decoded_token + + response = self.get_response(request) + + return response + + +def authenticate_access_token(token: str) -> json: + """Authenticates the token using the JWT key + + Args: + token (str): the JWT token + + Returns: + json: returns a JSON with the token in case it is valid, otherwise returns a JSON with error + """ + if token[0:6] in ["Bearer", "bearer"]: + token = token[7:] + + try: + token = jwt.decode( + token, + JWT_SECRET_KEY, + algorithms=["HS256"], + audience=["authenticated", "service_role"], + ) + except jwt.exceptions.ExpiredSignatureError as err: + # If jwt.decode reaches ExpiredSignatureError means the signature is valid but has expired + # return refresh_expired_token(token) + return None + except Exception as error: + return error + + return token + + +# Deprecated, refresh token should be handled by the FE +def refresh_expired_token(token: str) -> json: + """Refreshes the access token if it has expired + + Should only be called if the token signature is already verified. + + Args: + token (str): the expired and but valid JWT token + """ + decoded_jwt = jwt.decode( + token, algorithms=["HS256"], options={"verify_signature": False} + ) + + access_token = decoded_jwt["session_id"] + try: + refresh_token = RefreshTokens.objects.get( + session_id=access_token, revoked=False + ).token + + except RefreshTokens.DoesNotExist: + refresh_token = { + "error": "Not authorized", + "error_description": "Bearer token does not have a valid refresh token.", + "status_code": status.HTTP_401_UNAUTHORIZED, + } + + try: + request_new_token = requests.Request( + "POST", + "https://127.0.0.1/api/login/", + ) + + request_new_token = request_new_token.prepare() + request_new_token.data = {"refresh_token": refresh_token} + request_new_token.path = "https://127.0.0.1/api/login/" + + new_token, _ = gotrue_auth_request(request_new_token) + except Exception as e: + return {"error": "Failed refresh token request", "error_detail": e} + + return new_token diff --git a/backend/api/migrations/0033_rename_aboutme_embedded_candidates_aboutme_experinece_embedded_and_more.py b/backend/api/migrations/0033_rename_aboutme_embedded_candidates_aboutme_experinece_embedded_and_more.py new file mode 100644 index 0000000..46408c8 --- /dev/null +++ b/backend/api/migrations/0033_rename_aboutme_embedded_candidates_aboutme_experinece_embedded_and_more.py @@ -0,0 +1,42 @@ +# Generated by Django 4.2.5 on 2023-10-27 05:19 + +from django.db import migrations, models +import django.db.models.deletion + + +class Migration(migrations.Migration): + dependencies = [ + ("api", "0032_candidates_aboutme_embedded_and_more"), + ] + + operations = [ + migrations.RenameField( + model_name="candidates", + old_name="aboutme_embedded", + new_name="aboutme_experinece_embedded", + ), + migrations.RemoveField( + model_name="candidates", + name="experience_abedded", + ), + migrations.AlterField( + model_name="candidates", + name="email", + field=models.CharField(blank=True, max_length=255, null=True), + ), + migrations.AlterField( + model_name="candidates", + name="last_country", + field=models.ForeignKey( + blank=True, + null=True, + on_delete=django.db.models.deletion.DO_NOTHING, + to="api.countries", + ), + ), + migrations.AlterField( + model_name="candidates", + name="soft_skills", + field=models.TextField(blank=True, null=True), + ), + ] From a7aefbc019f75a0cb71d12960c4beb776930d600 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 27 Oct 2023 11:51:00 +0200 Subject: [PATCH 091/138] Backend authentification files (#75) --- backend/.gitignore | 1 + backend/api/authentication_services.py | 59 ++++++++++ backend/api/middleware.py | 109 ++++++++++++++++++ ...es_aboutme_experinece_embedded_and_more.py | 42 +++++++ 4 files changed, 211 insertions(+) create mode 100644 backend/.gitignore create mode 100644 backend/api/authentication_services.py create mode 100644 backend/api/middleware.py create mode 100644 backend/api/migrations/0033_rename_aboutme_embedded_candidates_aboutme_experinece_embedded_and_more.py diff --git a/backend/.gitignore b/backend/.gitignore new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/backend/.gitignore @@ -0,0 +1 @@ + diff --git a/backend/api/authentication_services.py b/backend/api/authentication_services.py new file mode 100644 index 0000000..ec079c1 --- /dev/null +++ b/backend/api/authentication_services.py @@ -0,0 +1,59 @@ +from rest_framework.authentication import BaseAuthentication +from rest_framework.permissions import BasePermission +from api.models import Candidates, Associations, Companies +from api import auth_token +from django.db.models import Model +from rest_framework import exceptions + + +class CustomTokenAuthentication(BaseAuthentication): + keyword = "Bearer" # token type + + def authenticate(self, req): + if "Authorization" not in req.headers: + return None + decoded_key = auth_token.authenticate_access_token(req.headers["Authorization"]) + + metadata = decoded_key["user_metadata"] + id = metadata["id"] + user = get_user_type(decoded_key["role"]) + + try: + user = user(pk=id) + except user.DoesNotExist: + raise exceptions.AuthenticationFailed("No such user") + + return user, decoded_key + + +def get_user_type(role: str) -> Model: + match role: + case "candidate": + user = Candidates + case "association_user": + user = Associations + case "company_user": + user = Companies + + if user == None: + raise "User type not found" + + return user + + +class IsAssociationUser(BasePermission): + """ + Allows access only to association users. + """ + + def has_permission(self, request, view): + return bool(request.user and type(request.user) == Associations) + + +class IsCandidateUser(BasePermission): + """ + Allows access only to association users. + """ + + def has_permission(self, request, view): + return bool(request.user and type(request.user) == Candidates) diff --git a/backend/api/middleware.py b/backend/api/middleware.py new file mode 100644 index 0000000..9ffed7a --- /dev/null +++ b/backend/api/middleware.py @@ -0,0 +1,109 @@ +import json +import os +import logging +import jwt + +from dotenv import load_dotenv + +from api.auth_models import RefreshTokens +from api.auth_token import authenticate_access_token +from api.services import gotrue_auth_request +from rest_framework import status + +load_dotenv() + + +JWT_SECRET_KEY = os.environ["JWT_SECRET_KEY"] + +logging.basicConfig( + level=int(os.environ["LOGGING_LEVEL"]), + handlers=[logging.FileHandler("logs/middleware.log"), logging.StreamHandler()], +) + + +class RefreshTokenMiddleware: + def __init__(self, get_response): + self.get_response = get_response + + def __call__(self, request): + if "Authorization" in request.headers: + decoded_token = authenticate_access_token(request.headers["Authorization"]) + logging.debug("Updated request token", decoded_token) + if type(decoded_token) == "str": + request.META["Authorization"] = "bearer " + decoded_token + + response = self.get_response(request) + + return response + + +def authenticate_access_token(token: str) -> json: + """Authenticates the token using the JWT key + + Args: + token (str): the JWT token + + Returns: + json: returns a JSON with the token in case it is valid, otherwise returns a JSON with error + """ + if token[0:6] in ["Bearer", "bearer"]: + token = token[7:] + + try: + token = jwt.decode( + token, + JWT_SECRET_KEY, + algorithms=["HS256"], + audience=["authenticated", "service_role"], + ) + except jwt.exceptions.ExpiredSignatureError as err: + # If jwt.decode reaches ExpiredSignatureError means the signature is valid but has expired + # return refresh_expired_token(token) + return None + except Exception as error: + return error + + return token + + +# Deprecated, refresh token should be handled by the FE +def refresh_expired_token(token: str) -> json: + """Refreshes the access token if it has expired + + Should only be called if the token signature is already verified. + + Args: + token (str): the expired and but valid JWT token + """ + decoded_jwt = jwt.decode( + token, algorithms=["HS256"], options={"verify_signature": False} + ) + + access_token = decoded_jwt["session_id"] + try: + refresh_token = RefreshTokens.objects.get( + session_id=access_token, revoked=False + ).token + + except RefreshTokens.DoesNotExist: + refresh_token = { + "error": "Not authorized", + "error_description": "Bearer token does not have a valid refresh token.", + "status_code": status.HTTP_401_UNAUTHORIZED, + } + + try: + request_new_token = requests.Request( + "POST", + "https://127.0.0.1/api/login/", + ) + + request_new_token = request_new_token.prepare() + request_new_token.data = {"refresh_token": refresh_token} + request_new_token.path = "https://127.0.0.1/api/login/" + + new_token, _ = gotrue_auth_request(request_new_token) + except Exception as e: + return {"error": "Failed refresh token request", "error_detail": e} + + return new_token diff --git a/backend/api/migrations/0033_rename_aboutme_embedded_candidates_aboutme_experinece_embedded_and_more.py b/backend/api/migrations/0033_rename_aboutme_embedded_candidates_aboutme_experinece_embedded_and_more.py new file mode 100644 index 0000000..46408c8 --- /dev/null +++ b/backend/api/migrations/0033_rename_aboutme_embedded_candidates_aboutme_experinece_embedded_and_more.py @@ -0,0 +1,42 @@ +# Generated by Django 4.2.5 on 2023-10-27 05:19 + +from django.db import migrations, models +import django.db.models.deletion + + +class Migration(migrations.Migration): + dependencies = [ + ("api", "0032_candidates_aboutme_embedded_and_more"), + ] + + operations = [ + migrations.RenameField( + model_name="candidates", + old_name="aboutme_embedded", + new_name="aboutme_experinece_embedded", + ), + migrations.RemoveField( + model_name="candidates", + name="experience_abedded", + ), + migrations.AlterField( + model_name="candidates", + name="email", + field=models.CharField(blank=True, max_length=255, null=True), + ), + migrations.AlterField( + model_name="candidates", + name="last_country", + field=models.ForeignKey( + blank=True, + null=True, + on_delete=django.db.models.deletion.DO_NOTHING, + to="api.countries", + ), + ), + migrations.AlterField( + model_name="candidates", + name="soft_skills", + field=models.TextField(blank=True, null=True), + ), + ] From 6052400339d1744089d5ee593dca8a8855f1c879 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 27 Oct 2023 11:51:39 +0200 Subject: [PATCH 092/138] Updated README and small refactoring --- backend/.env.template | 36 +++++++++++++++-------------- backend/Dockerfile | 4 +++- backend/README.md | Bin 676 -> 6362 bytes backend/api/services.py | 3 --- backend/api/views.py | 2 +- backend/supabase_configurations.md | 3 --- 6 files changed, 23 insertions(+), 25 deletions(-) delete mode 100644 backend/supabase_configurations.md diff --git a/backend/.env.template b/backend/.env.template index 8eb79dc..ac924d9 100644 --- a/backend/.env.template +++ b/backend/.env.template @@ -1,25 +1,27 @@ -# Postgre Server -POSTGRES_DB_NAME = -POSTGRES_USER_NAME = -POSTGRES_PASSWORD = -POSTGRES_HOST = -POSTGRES_PORT = - -# Supabase - Used for authentication -SUPABAE_PUBLIC_APIKEY = -SUPABASE_SERVICE_ROLE_APIKEY = -SUPABASE_BASE_URL = -SUPABASE_AUTH_URL = - +# Supabase +POSTGRES_DB_NAME = 'postgres' +POSTGRES_HOST = "" +POSTGRES_PORT = "5432" +POSTGRES_USER_NAME = "postgres" +POSTGRES_PASSWORD ="" +SUPABAE_PUBLIC_APIKEY ="" +SUPABASE_SERVICE_ROLE_APIKEY = "" +SUPABASE_AUTH_URL = "https://.supabase.co/auth/v1/" # JWT Secret key -> Supabse -> Project Settings -> API -> JWT Secret -JWT_SECRET_KEY = +JWT_SECRET_KEY ="" + +# Matching Algorithm precentages +SOFT_SKILL_PERCENTAGE = 0.2 +HARD_SKILL_PERCENTAGE = 0.2 +FREE_TEXT_PERCENTAGE = 0.6 -# GCloud +# GCloud credentials for uploading files and photos to a google bucket GOOGLE_APPLICATION_CREDENTIALS = "secrets/enter-gcp-key.json" # Python configs #https://docs.python.org/3/library/logging.html#logging-levels -LOGGING_LEVEL = # use numeric value from table in the link above +# use numeric value from table in the link above +LOGGING_LEVEL = 10 # Project variables -POSSIBLE_ROLES = +POSSIBLE_ROLES = '["candidate", "company_user", "association_user", "admin"]' \ No newline at end of file diff --git a/backend/Dockerfile b/backend/Dockerfile index c816ae4..221e09e 100644 --- a/backend/Dockerfile +++ b/backend/Dockerfile @@ -3,6 +3,7 @@ FROM python:3.11.6-slim as base WORKDIR /app ARG UID=10001 + RUN adduser \ --disabled-password \ --gecos "" \ @@ -23,9 +24,10 @@ COPY . . # Collect Django static files RUN python manage.py collectstatic --noinput +RUN chmod -R 777 /app # Switch to the non-privileged user to run the application. -# USER appuser +USER appuser # Expose the port that the application listens on. EXPOSE 8000 diff --git a/backend/README.md b/backend/README.md index 8778b55c0317b5b7052638ae16f223845a31296e..31d72dd8fa20cacac267b8ffb9fee076e246e924 100644 GIT binary patch literal 6362 zcmbuDTTdHT6ot=orT&MJ@?UZr;0Nk6C8>0R2@b2}ZSgYC zEwsg6$MYhut!huSPP3zre|~Mt?J>f13M# znu&W)I>3LuFS<)K%iIFTql~q#_*|!x^lN(ite#^@#D}Jzq>s{dnRCJQiF5!@7y3-Z zf1L*=OEj%))u0jo!f{{nPo?Wj+$wRMNtgAJ>dHT?%_P0>1aVX8+*4LON(LD>o%3@H z?U#32>B+O7*XkTmBV$cfB$x};Bq|9x4VAG+ZdB=v?^okH$hvlfv1>`NA9#1C=YcdL2a!P~23=puq3kpQ*2U^Xe2EHOsG|>f z1!+{WaV>Ua^?hEs|KGNe)!5PG*wl{vFL6biOX=5F>|B?&(~s%9eAQzO&w7ln^1j)^ zj^f4TNS<}=2?}u zZPA?Mx)+tCEnBF4)FdMb{cWXjTWVIRmt+T#0Ey%_wI1!*S;>d)*FU81^>mXh0mXQX zevSls3Ne|=#_dHW{3QBsbRA|s?=wHL?IFj*8NQtJT-x&Kp+!y z$()!iN{)NhAp;+UpU^Q*G%@WKdgF|WhAm_fxjhpyzy>+S^x@M@r3}YLcB92bwv{ev zRL2BB^f<*K{Yv>$DyiSpd;GbORoA(0tNZ(&bfan^H>$%>^68nbKV%Ij73w+~mzm~t zK4);s>1jWe7%sLhBH7V2QK8RNwkraCxb6Peo2y5Hx@Mg6m;tQDP|H*|}7 z?$htxtw0m>oFVEnMx9G5XEFH{IC!_>fg&-ywCt5qIhec8g%5nj*$S(>LLi=DN@qgE z2ZQ-6be`o>McBC`3b1d#84sT4R`(le$gw>jqP~M3MAlGGnR4q<{h+mrOdVB`D5Eb~ zXe;rm^OAT%RT)yEpAIUR_!r(8$)!Q zCI@UQ{CO(fkGq(SybGN##1~(qJ@>A%p1H#ws6Bi1#DPxYE^eICMbI34k-vURzcrf4 zT2_mHI4jf1n!185d&nr?$~HTXd+9H6iEe!+9q`>i8k09ySyFec?@lGF@NgbmL+j_* z24{3cFFaKyry?1Dx=Q&}d0EF3!2u5$6`uJ#=b~j-{0d!j#=?)Q zQ&Mwk^ep#5l;l9ON*stc+2pOFvnqYoH-sddLXaxAb&-!WzJ zFj9PO^qzH-$B`;E^_s2~G2WMcM+>Xk(uY~&>2q&={#n+`6A~Fqq&;yGeGo(@fOI++ zoyVAoN>s-wC&;Lb&B`4y+?99uN2WO^BB^ Providers -> Disable "Confirm email" \ No newline at end of file From ad0f1b896540993251482cd68b5c07bee8b131d5 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 27 Oct 2023 11:53:44 +0200 Subject: [PATCH 093/138] Backend readme (#76) --- backend/.env.template | 36 +++++++++++++++-------------- backend/Dockerfile | 4 +++- backend/README.md | Bin 676 -> 6362 bytes backend/api/services.py | 3 --- backend/api/views.py | 2 +- backend/supabase_configurations.md | 3 --- 6 files changed, 23 insertions(+), 25 deletions(-) delete mode 100644 backend/supabase_configurations.md diff --git a/backend/.env.template b/backend/.env.template index 8eb79dc..ac924d9 100644 --- a/backend/.env.template +++ b/backend/.env.template @@ -1,25 +1,27 @@ -# Postgre Server -POSTGRES_DB_NAME = -POSTGRES_USER_NAME = -POSTGRES_PASSWORD = -POSTGRES_HOST = -POSTGRES_PORT = - -# Supabase - Used for authentication -SUPABAE_PUBLIC_APIKEY = -SUPABASE_SERVICE_ROLE_APIKEY = -SUPABASE_BASE_URL = -SUPABASE_AUTH_URL = - +# Supabase +POSTGRES_DB_NAME = 'postgres' +POSTGRES_HOST = "" +POSTGRES_PORT = "5432" +POSTGRES_USER_NAME = "postgres" +POSTGRES_PASSWORD ="" +SUPABAE_PUBLIC_APIKEY ="" +SUPABASE_SERVICE_ROLE_APIKEY = "" +SUPABASE_AUTH_URL = "https://.supabase.co/auth/v1/" # JWT Secret key -> Supabse -> Project Settings -> API -> JWT Secret -JWT_SECRET_KEY = +JWT_SECRET_KEY ="" + +# Matching Algorithm precentages +SOFT_SKILL_PERCENTAGE = 0.2 +HARD_SKILL_PERCENTAGE = 0.2 +FREE_TEXT_PERCENTAGE = 0.6 -# GCloud +# GCloud credentials for uploading files and photos to a google bucket GOOGLE_APPLICATION_CREDENTIALS = "secrets/enter-gcp-key.json" # Python configs #https://docs.python.org/3/library/logging.html#logging-levels -LOGGING_LEVEL = # use numeric value from table in the link above +# use numeric value from table in the link above +LOGGING_LEVEL = 10 # Project variables -POSSIBLE_ROLES = +POSSIBLE_ROLES = '["candidate", "company_user", "association_user", "admin"]' \ No newline at end of file diff --git a/backend/Dockerfile b/backend/Dockerfile index c816ae4..221e09e 100644 --- a/backend/Dockerfile +++ b/backend/Dockerfile @@ -3,6 +3,7 @@ FROM python:3.11.6-slim as base WORKDIR /app ARG UID=10001 + RUN adduser \ --disabled-password \ --gecos "" \ @@ -23,9 +24,10 @@ COPY . . # Collect Django static files RUN python manage.py collectstatic --noinput +RUN chmod -R 777 /app # Switch to the non-privileged user to run the application. -# USER appuser +USER appuser # Expose the port that the application listens on. EXPOSE 8000 diff --git a/backend/README.md b/backend/README.md index 8778b55c0317b5b7052638ae16f223845a31296e..31d72dd8fa20cacac267b8ffb9fee076e246e924 100644 GIT binary patch literal 6362 zcmbuDTTdHT6ot=orT&MJ@?UZr;0Nk6C8>0R2@b2}ZSgYC zEwsg6$MYhut!huSPP3zre|~Mt?J>f13M# znu&W)I>3LuFS<)K%iIFTql~q#_*|!x^lN(ite#^@#D}Jzq>s{dnRCJQiF5!@7y3-Z zf1L*=OEj%))u0jo!f{{nPo?Wj+$wRMNtgAJ>dHT?%_P0>1aVX8+*4LON(LD>o%3@H z?U#32>B+O7*XkTmBV$cfB$x};Bq|9x4VAG+ZdB=v?^okH$hvlfv1>`NA9#1C=YcdL2a!P~23=puq3kpQ*2U^Xe2EHOsG|>f z1!+{WaV>Ua^?hEs|KGNe)!5PG*wl{vFL6biOX=5F>|B?&(~s%9eAQzO&w7ln^1j)^ zj^f4TNS<}=2?}u zZPA?Mx)+tCEnBF4)FdMb{cWXjTWVIRmt+T#0Ey%_wI1!*S;>d)*FU81^>mXh0mXQX zevSls3Ne|=#_dHW{3QBsbRA|s?=wHL?IFj*8NQtJT-x&Kp+!y z$()!iN{)NhAp;+UpU^Q*G%@WKdgF|WhAm_fxjhpyzy>+S^x@M@r3}YLcB92bwv{ev zRL2BB^f<*K{Yv>$DyiSpd;GbORoA(0tNZ(&bfan^H>$%>^68nbKV%Ij73w+~mzm~t zK4);s>1jWe7%sLhBH7V2QK8RNwkraCxb6Peo2y5Hx@Mg6m;tQDP|H*|}7 z?$htxtw0m>oFVEnMx9G5XEFH{IC!_>fg&-ywCt5qIhec8g%5nj*$S(>LLi=DN@qgE z2ZQ-6be`o>McBC`3b1d#84sT4R`(le$gw>jqP~M3MAlGGnR4q<{h+mrOdVB`D5Eb~ zXe;rm^OAT%RT)yEpAIUR_!r(8$)!Q zCI@UQ{CO(fkGq(SybGN##1~(qJ@>A%p1H#ws6Bi1#DPxYE^eICMbI34k-vURzcrf4 zT2_mHI4jf1n!185d&nr?$~HTXd+9H6iEe!+9q`>i8k09ySyFec?@lGF@NgbmL+j_* z24{3cFFaKyry?1Dx=Q&}d0EF3!2u5$6`uJ#=b~j-{0d!j#=?)Q zQ&Mwk^ep#5l;l9ON*stc+2pOFvnqYoH-sddLXaxAb&-!WzJ zFj9PO^qzH-$B`;E^_s2~G2WMcM+>Xk(uY~&>2q&={#n+`6A~Fqq&;yGeGo(@fOI++ zoyVAoN>s-wC&;Lb&B`4y+?99uN2WO^BB^ Providers -> Disable "Confirm email" \ No newline at end of file From 726dea7df22db6aaeb5450e139d82e29f64e88fa Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 27 Oct 2023 15:00:49 +0200 Subject: [PATCH 094/138] Changed jobs returns --- backend/api/models.py | 9 +++++++-- backend/api/serializer_services.py | 26 ++++++++++++++++++-------- backend/api/views.py | 23 ++++++++++------------- 3 files changed, 35 insertions(+), 23 deletions(-) diff --git a/backend/api/models.py b/backend/api/models.py index 536e183..0f1e9c7 100644 --- a/backend/api/models.py +++ b/backend/api/models.py @@ -90,7 +90,9 @@ class Candidates(models.Model): ) github = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) linkedin = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) - last_country = models.ForeignKey("Countries", on_delete=models.DO_NOTHING, blank=True, null=True) + last_country = models.ForeignKey( + "Countries", on_delete=models.DO_NOTHING, blank=True, null=True + ) birth_date = models.DateField(blank=True, null=True) education = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) location_city = models.CharField( @@ -190,7 +192,7 @@ def get_match_percentage( ) * 100 def __str__(self): - return f"{self.candidate_id} - {self.first_name} {self.last_name}" + return f"{self.first_name} {self.last_name}" class Meta: db_table = "candidates" @@ -374,6 +376,9 @@ def get_match_percentage( else 0 ) * 100 + def __str__(self): + return self.job_title + class Meta: db_table = "jobs" diff --git a/backend/api/serializer_services.py b/backend/api/serializer_services.py index 64310c6..eeab743 100644 --- a/backend/api/serializer_services.py +++ b/backend/api/serializer_services.py @@ -66,20 +66,21 @@ def generate_match_percentaged(instance: Candidates | Jobs) -> dict: def generate_match_output(match_percentages: dict, instance: Candidates | Jobs) -> dict: - return [ - { + is_job = True if type(instance) == Jobs else False + matches_output = [] + + for match in instance.matches: + curr_match = {} + + curr_match = { "id": match.pk, - "name": match.preferred_name, "full_match_score": match_percentages[match.pk]["full_match_score"], - "preferred_name": match.preferred_name, - "about_me": match.about_me, "hard_skills": match.hard_skill_test_matching.values_list( "skill_name", flat=True ), "free_text_match_score": match_percentages[match.pk][ "free_text_match_score" ], - "notice_period": match.notice_period_months, "soft_skills_match_score": match_percentages[match.pk][ "soft_skills_match_score" ], @@ -87,8 +88,17 @@ def generate_match_output(match_percentages: dict, instance: Candidates | Jobs) "hard_skills_match_score" ], } - for match in instance.matches - ] + + if not is_job: + curr_match["job_title"] = match.job_title + else: + curr_match["preferred_name"] = match.preferred_name + curr_match["about_me"] = match.about_me + curr_match["notice_period"] = match.notice_period_months + + matches_output.append(curr_match) + + return matches_output def is_calling_just_one_job_or_candidate(req: request): diff --git a/backend/api/views.py b/backend/api/views.py index e3edbe3..b7fb533 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -61,8 +61,6 @@ def list(self, request, *args, **kwargs): "user": str(request.user), "auth": str(request.auth), } - print("user", request.user, "/end") - print("auth", request.auth, "/end") return super().list(request, *args, **kwargs) @@ -286,17 +284,16 @@ def post(self, request): class CandidatesViewSet(viewsets.ModelViewSet): queryset = models.Candidates.objects.all() serializer_class = models_serializers.CandidatesSerializer - permission_classes = [IsAssociationUser | IsCandidateUser] - - def get_queryset(self): - user = self.request.user - print(user) - queryset = models.Candidates.objects.all() - if type(user) == models.Associations: - return queryset - elif type(user) == models.Candidates: - return queryset.filter(pk=user.pk) - raise "Not Allowed" + # permission_classes = [IsAssociationUser | IsCandidateUser] + + # def get_queryset(self): + # user = self.request.user + # queryset = models.Candidates.objects.all() + # if type(user) == models.Associations: + # return queryset + # elif type(user) == models.Candidates: + # return queryset.filter(pk=user.pk) + # raise "Not Allowed" class AvailableCompanyDomainsViewSet(viewsets.ModelViewSet): From b0156c9699786cf2d58c4463d444f335f7a1dd50 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 27 Oct 2023 15:00:59 +0200 Subject: [PATCH 095/138] 726dea7-deploy From 3a62ea0f0b1efd9fb1eed430c426c82522498756 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 27 Oct 2023 15:07:30 +0200 Subject: [PATCH 096/138] ad0f1b8-ebf2be8-deploy From 2b93ae8c9b837d880a7a5c54ee2a8c657c6f8f49 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 27 Oct 2023 15:11:17 +0200 Subject: [PATCH 097/138] Disabled authentication for Candidates view --- backend/api/views.py | 22 +++++++++++----------- 1 file changed, 11 insertions(+), 11 deletions(-) diff --git a/backend/api/views.py b/backend/api/views.py index f1c6118..38b2964 100644 --- a/backend/api/views.py +++ b/backend/api/views.py @@ -283,17 +283,17 @@ def post(self, request): class CandidatesViewSet(viewsets.ModelViewSet): queryset = models.Candidates.objects.all() serializer_class = models_serializers.CandidatesSerializer - permission_classes = [IsAssociationUser | IsCandidateUser] - - def get_queryset(self): - user = self.request.user - print(user) - queryset = models.Candidates.objects.all() - if type(user) == models.Associations: - return queryset - elif type(user) == models.Candidates: - return queryset.filter(pk=user.pk) - raise "Not Allowed" + # permission_classes = [IsAssociationUser | IsCandidateUser] + + # def get_queryset(self): + # user = self.request.user + # print(user) + # queryset = models.Candidates.objects.all() + # if type(user) == models.Associations: + # return queryset + # elif type(user) == models.Candidates: + # return queryset.filter(pk=user.pk) + # raise "Not Allowed" class AvailableCompanyDomainsViewSet(viewsets.ModelViewSet): From efcd27fbdc600fd9752bd66bee37e315059dd936 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Fri, 27 Oct 2023 15:11:24 +0200 Subject: [PATCH 098/138] 2b93ae8-deploy From 72326f3ea9ce97e8eaaf50abc26835d65fac588d Mon Sep 17 00:00:00 2001 From: Tanya Golubev <44844712+golubevtanya@users.noreply.github.com> Date: Fri, 27 Oct 2023 16:36:04 +0200 Subject: [PATCH 099/138] Notebooks parsing (#80) --- notebooks/README.md | 12 ++++ notebooks/cand_parsing.yaml | 34 +++++++++++ notebooks/jobs_parsing.yaml | 38 ++++++++++++ notebooks/notebook_utils.py | 73 +++++++++++++++++++++++ notebooks/parsing_candidates.ipynb | 86 +++++++++++++++++++++++++++ notebooks/parsing_jobs.ipynb | 93 ++++++++++++++++++++++++++++++ 6 files changed, 336 insertions(+) create mode 100644 notebooks/README.md create mode 100644 notebooks/cand_parsing.yaml create mode 100644 notebooks/jobs_parsing.yaml create mode 100644 notebooks/notebook_utils.py create mode 100644 notebooks/parsing_candidates.ipynb create mode 100644 notebooks/parsing_jobs.ipynb diff --git a/notebooks/README.md b/notebooks/README.md new file mode 100644 index 0000000..dadec42 --- /dev/null +++ b/notebooks/README.md @@ -0,0 +1,12 @@ +## deploy-impact-23-shift-3 notebooks + +This folder contains the code that was used for parsing the datasets with job descriptions and candidates' profiles. + +One can download the dataset for candidates from [here](https://www.kaggle.com/datasets/heet9022/linkedin-dataset) and the dataset with jobs from [here](https://www.kaggle.com/datasets/andresionek/data-jobs-listings-glassdoor) and add the path to the datasets to the respective .yml files. + +The following logical steps are used to clean the datasets: +* filter tech-related, Swiss-based, entry-level items +* for job descriptions: use only descriptions written in English using [langid](https://github.com/saffsd/langid.py) package +* extract soft and hard skills using [SkillNer](https://skillner.vercel.app/) +* extract languages using [language ISO list](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes) +* reorganize the columns (rename, drop ones not to be uploaded to the database, reset the index) diff --git a/notebooks/cand_parsing.yaml b/notebooks/cand_parsing.yaml new file mode 100644 index 0000000..638bc75 --- /dev/null +++ b/notebooks/cand_parsing.yaml @@ -0,0 +1,34 @@ +TABLE_PATH: "" +LANGUAGE_PATH: "languages.csv" + +SWISS_LOCATION: + - 'CH' + - 'SWITZERLANDS' + +COLS: + 'Name': 'name' + 'Experience': 'experience' + 'description': 'about_me' + 'category': 'industry' + +TECH_KEYWORDS: + - 'computer' + - 'recognition' + - 'nlp' + - 'developer' + - 'data' + - 'information' + - 'software' + - 'database' + - 'programming' + - 'ai' + - 'ml' + - 'application' + - 'frontend' + - 'backend' + +SENIOR_KEYWORDS: + - 'senior' + - 'lead' + - 'head' + - 'partner' \ No newline at end of file diff --git a/notebooks/jobs_parsing.yaml b/notebooks/jobs_parsing.yaml new file mode 100644 index 0000000..502336f --- /dev/null +++ b/notebooks/jobs_parsing.yaml @@ -0,0 +1,38 @@ +TABLE_PATH: "" +LANGUAGE_PATH: "languages.csv" + +SWISS_LOCATION: + - 'CH' + - 'SWITZERLANDS' + +COLS: + 'header.jobTitle': 'job_title' + 'header.employerName': 'employer_name' + 'header.location': 'location_city' + 'job.description': 'job_description' + 'map.country': 'location_country' + 'overview.industry': 'industry' + 'overview.mission': 'values' + 'overview.website': 'website' + +TECH_KEYWORDS: + - 'computer' + - 'recognition' + - 'nlp' + - 'developer' + - 'data' + - 'information' + - 'software' + - 'database' + - 'programming' + - 'ai' + - 'ml' + - 'application' + - 'frontend' + - 'backend' + +SENIOR_KEYWORDS: + - 'senior' + - 'lead' + - 'head' + - 'partner' \ No newline at end of file diff --git a/notebooks/notebook_utils.py b/notebooks/notebook_utils.py new file mode 100644 index 0000000..fc4d164 --- /dev/null +++ b/notebooks/notebook_utils.py @@ -0,0 +1,73 @@ +import pandas as pd +from bs4 import BeautifulSoup +import re +import langid +import yaml +from typing import List + +import spacy +from spacy.matcher import PhraseMatcher +# load default skills data base +from skillNer.general_params import SKILL_DB +# import skill extractor +from skillNer.skill_extractor_class import SkillExtractor + +def clean_from_html(s: str) -> str: + ''' + This functions returns a string clean from html symbols. + ''' + bs_result = BeautifulSoup(s, 'lxml').text + result = re.sub('\n', ' ', bs_result) + return result + +def read_csv_to_list(file_name: str) -> List[str]: + ''' + This functions returns a string cleaned from html symbols. + ''' + my_file = open(file_name, "r") + data = my_file.read() + data_list = data.split('\n') + my_file.close() + return data_list + +def if_en(s: str) -> bool: + ''' + This functions returns boolean whether the main langugage of text is English or not + ''' + return langid.classify(str(s))[0] == 'en' + +def extract_languages(s: str, language_list: List[str]) -> List[str]: + ''' + This functions returns list of languages that were mentioned in text + in case of full resmblnce with one of the languages from a given list + (case insensitive). + ''' + lang_set = set(language.lower() for language in language_list) + languages = set() + for word in s.split(): + if word.lower() in lang_set: + languages.add(word.capitalize()) + return list(languages) + +def extract_skills (s: str, language_list: List) -> tuple: + ''' + This function analyses bulk of text and returns lists of hard skills, + soft skills and languages metntioned. Hard and soft skills (soft skills + excluding human languages) + ''' + nlp = spacy.load("en_core_web_lg") + # init skill extractor + skill_extractor = SkillExtractor(nlp, SKILL_DB, PhraseMatcher) + annotations = skill_extractor.annotate(s) + soft_skills = set() + hard_skills = set() + matches = annotations['results']['full_matches']+annotations['results']['ngram_scored'] + for di in matches: + skill_id = di['skill_id'] + skill_type = skill_extractor.skills_db[skill_id]['skill_type'] + skill_name = skill_extractor.skills_db[skill_id]['skill_name'] + if skill_type == 'Hard Skill': + hard_skills.add(skill_name) + if skill_type == 'Soft Skill' and not skill_name.count('Language'): + soft_skills.add(skill_name) + return (', '.join(list(soft_skills)), ', '.join(list(hard_skills)), ', '.join(extract_languages(s, language_list))) \ No newline at end of file diff --git a/notebooks/parsing_candidates.ipynb b/notebooks/parsing_candidates.ipynb new file mode 100644 index 0000000..3e2c708 --- /dev/null +++ b/notebooks/parsing_candidates.ipynb @@ -0,0 +1,86 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd \n", + "import yaml\n", + "import notebook_utils as nu" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "#load the files\n", + "with open('cand_parsing.yaml') as f:\n", + " conf_dict = yaml.safe_load(f)\n", + "language_list = nu.read_csv_to_list (conf_dict['LANGUAGE_PATH'])\n", + "df = pd.read_csv(conf_dict['TABLE_PATH'], usecols = conf_dict['COLS'].keys())" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "n_cols =df.shape[1]\n", + "df_IT = df[df['category']=='Information Technology']\n", + "df_IT = df_IT[df_IT['Experience'].notna()]\n", + "df_IT.insert(n_cols, 'entry_job', ~df_IT['Experience'].str.contains('|'.join(conf_dict['SENIOR_KEYWORDS'])))\n", + "df_IT_start = df_IT[df_IT['entry_job']==True]\n", + "df_IT_start['skills'] = df_IT_start[\"Experience\"].map(lambda x: extract_skills(str(x), language_list))\n", + "df_IT_start['soft_skills'] = df_IT_start['skills'].map(lambda x: x[0])\n", + "df_IT_start['hard_skills'] = df_IT_start['skills'].map(lambda x: x[1])\n", + "df_IT_start['languages'] = df_IT_start['skills'].map(lambda x: x[2])\n", + "#add column holders\n", + "df_IT_start.insert(n_cols, 'location_country', ['Switzeland']*len(df_IT_start))\n", + "df_IT_start.insert(n_cols, 'preffered_name', ['John Smith']*len(df_IT_start))\n", + "df_IT_start.insert(n_cols, 'location_city', ['Geneva']*len(df_IT_start))\n", + "df_IT_start.insert(n_cols, 'last_country', ['Switzerland']*len(df_IT_start))\n", + "df_IT_start.insert(n_cols, 'education', ['Switzeland']*len(df_IT_start))\n", + "df_IT_start.insert(n_cols, 'work_permission_CH', ['True']*len(df_IT_start))\n", + "df_IT_start.insert(n_cols, 'date_of_birth', ['20.07.1985']*len(df_IT_start))\n", + "df_IT_start.insert(n_cols, 'linkedin', ['www.linkedin.com']*len(df_IT_start))\n", + "df_IT_start.insert(n_cols, 'github', ['www.github.com']*len(df_IT_start))\n", + "df_IT_start[['first_name', 'last_name']] = df_IT_start['name'].str.split(n=1, expand = True)\n", + "#rename columns\n", + "df_IT_start.rename(mapper = conf_dict['COLS'], axis = 1, inplace = True)\n", + "#drop columns out of interest\n", + "df_IT_start.drop(columns = ['skills', 'entry_job', 'name'], inplace = True)\n", + "#drop index\n", + "df_IT_start.reset_index(drop = True, inplace = True)\n", + "#save to scv\n", + "df_IT_start.to_csv('IT_candidates.csv')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.10" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/notebooks/parsing_jobs.ipynb b/notebooks/parsing_jobs.ipynb new file mode 100644 index 0000000..9c8791e --- /dev/null +++ b/notebooks/parsing_jobs.ipynb @@ -0,0 +1,93 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd \n", + "import yaml\n", + "import notebook_utils as nu" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "#load the files\n", + "with open('jobs_parsing.yaml') as f:\n", + " conf_dict = yaml.safe_load(f)\n", + "language_list = nu.read_csv_to_list (conf_dict['LANGUAGE_PATH'])\n", + "df = pd.read_csv(conf_dict['TABLE_PATH'], usecols = conf_dict['COLS'].keys())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "n_cols =df.shape[1]\n", + "df['header.jobTitle'] = df['header.jobTitle'].map(lambda x: x.lower())\n", + "df.insert(n_cols, 'IT_job', df['header.jobTitle'].str.contains('|'.join(conf_dict['TECH_KEYWORDS'])))\n", + "df.insert(n_cols, 'entry_job', ~df['header.jobTitle'].str.contains('|'.join(conf_dict['SENIOR_KEYWORDS'])))\n", + "df.insert(n_cols, 'Swiss_based', df[\"map.country\"].map(lambda x: x in conf_dict['SWISS_LOCATION']))\n", + "\n", + "df_Swiss_IT = df.loc[(df['Swiss_based'] ==True) & (df['IT_job'] == True) & (df['entry_job'] == True)]\n", + "df_Swiss_IT.insert(n_cols, 'job_description', df_Swiss_IT['job.description'].map(lambda x: clean_from_html(str(x))))\n", + "df_Swiss_IT.insert(n_cols, 'english', df_Swiss_IT[\"job_description\"].map(lambda x: nu.if_en(str(x))))\n", + "df_Swiss_IT_en = df_Swiss_IT.loc[df_Swiss_IT['english'] ==True]\n", + "df_Swiss_IT_en.drop(columns=['english', 'job.description', 'IT_job', 'Swiss_based', 'entry_job'], inplace = True)\n", + "df_Swiss_IT_en.reset_index(drop = True, inplace = True)\n", + "df_Swiss_IT_en['skills'] = df_Swiss_IT_en[\"job_description\"].map(lambda x: nu.extract_skills(str(x), language_list))\n", + "df_Swiss_IT_en['soft_skills'] = df_Swiss_IT_en['skills'].map(lambda x: x[0])\n", + "df_Swiss_IT_en['hard_skills'] = df_Swiss_IT_en['skills'].map(lambda x: x[1])\n", + "df_Swiss_IT_en['languages'] = df_Swiss_IT_en['skills'].map(lambda x: x[2])\n", + "\n", + "df_Swiss_IT_en.rename(mapper = conf_dict['COLS'], axis = 1, inplace = True)\n", + "df_Swiss_IT_en.drop(columns = ['skills'], inplace = True)\n", + "df_Swiss_IT_en.to_csv('IT_entry_swiss_jobs.csv')" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "import csv\n", + "fields = ['langugages']\n", + "with open('languages.csv', 'w') as f:\n", + " \n", + " # using csv.writer method from CSV package\n", + " write = csv.writer(f)\n", + " for item in data_into_list:\n", + " write.writerow([item])" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.10" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 9b330dc1ce42f043cb73154cdb733eb6f1c8be9c Mon Sep 17 00:00:00 2001 From: Tanya Golubev <44844712+golubevtanya@users.noreply.github.com> Date: Sat, 28 Oct 2023 18:31:20 +0200 Subject: [PATCH 100/138] Added tests for the pairwise mathcing algorithm and folders restructuration (#87) --- .../{black.yml => req_lint_test.yml} | 14 +- notebooks/languages.csv | 204 ++++++++++++++++++ requirements_git_actions.txt | 3 +- {backend/api/migrations => src}/__init__.py | 0 {backend => src/backend}/.dockerignore | 0 {backend => src/backend}/.env.template | 0 {backend => src/backend}/.gitignore | 0 {backend => src/backend}/Dockerfile | 0 {backend => src/backend}/README.md | Bin {backend => src/backend}/api/__init__.py | 0 {backend => src/backend}/api/auth_models.py | 0 {backend => src/backend}/api/auth_token.py | 0 .../backend}/api/authentication_services.py | 0 .../backend}/api/matching_algorithm.py | 7 + {backend => src/backend}/api/middleware.py | 0 .../backend}/api/migrate_skills_to_long.py | 0 .../backend}/api/migrations/0001_initial.py | 0 .../0002_alter_associations_name_and_more.py | 0 ...name_file_name_candidatesdocuments_file.py | 0 .../api/migrations/0004_resfreshtoken.py | 0 ...0005_refreshtokens_delete_resfreshtoken.py | 0 .../backend}/api/migrations/0006_sessions.py | 0 .../api/migrations/0007_delete_sessions.py | 0 .../0008_alter_refreshtokens_table.py | 0 ...s_supabase_authenticaiton_uuid_and_more.py | 0 .../migrations/0010_supabaseidtouserids.py | 0 .../0011_alter_supabaseidtouserids_user_id.py | 0 ...lter_countries_country_it_code_and_more.py | 0 ...n_associationusers_designation_and_more.py | 0 ..._associationusers_email_adress_and_more.py | 0 ...er_candidates_accepted_privacy_and_more.py | 0 .../0016_alter_companies_invited_by.py | 0 .../0017_alter_candidates_invited_by.py | 0 .../0018_availablecompanydomains.py | 0 ..._rename_email_companyusers_email_adress.py | 0 ...escription_candidates_about_me_and_more.py | 0 .../0021_alter_candidates_hard_skills.py | 0 .../0022_alter_candidates_hard_skills.py | 0 ...candidates_supabase_authenticaiton_uuid.py | 0 .../0024_alter_candidates_last_update.py | 0 .../0025_alter_candidates_created_at.py | 0 ..._company_id_companies_id_companies_name.py | 0 ...obs_hard_skills_jobs_languages_and_more.py | 0 ...company_alter_jobs_hard_skills_and_more.py | 0 ...dates_hard_skill_test_matching_and_more.py | 0 ...st_name_associations_last_name_and_more.py | 0 ...irst_name_companies_first_name_and_more.py | 0 ...32_candidates_aboutme_embedded_and_more.py | 0 .../migrations/0032_skills_skill_new_col.py | 19 ++ .../0033_remove_skills_skill_new_col.py | 17 ++ ...es_aboutme_experinece_embedded_and_more.py | 0 ...es_aboutme_experinece_embedded_and_more.py | 18 ++ .../backend/api/migrations}/__init__.py | 0 {backend => src/backend}/api/mixed_router.py | 0 .../backend}/api/model_serializers.py | 0 {backend => src/backend}/api/models.py | 0 {backend => src/backend}/api/routers.py | 0 {backend => src/backend}/api/selector.py | 0 .../backend}/api/serializer_services.py | 0 {backend => src/backend}/api/serializers.py | 0 {backend => src/backend}/api/services.py | 0 src/backend/api/skill_db_relax_20.json | 1 + .../backend}/api/skill_extractor.py | 0 src/backend/api/token_dist.json | 1 + .../backend}/api/tokenization_n_embedding.py | 4 +- {backend => src/backend}/api/views.py | 0 {backend => src/backend}/api/views_schemas.py | 0 {backend => src/backend}/compose.yaml | 0 .../backend}/docker_requirements.txt | Bin {backend => src/backend}/gunicorn.conf.py | 0 {backend => src/backend}/manage.py | 0 {backend => src/backend}/requirements.txt | Bin {backend => src/backend}/schema.yml | 0 src/backend/shift_3_womenpp/__init__.py | 0 .../backend}/shift_3_womenpp/ngnix.conf | 0 .../backend}/shift_3_womenpp/settings.py | 0 .../backend}/shift_3_womenpp/urls.py | 0 .../backend}/shift_3_womenpp/wsgi.py | 0 tests/__init__.py | 0 tests/test_embedding_similarity.py | 31 +++ 80 files changed, 313 insertions(+), 6 deletions(-) rename .github/workflows/{black.yml => req_lint_test.yml} (71%) create mode 100644 notebooks/languages.csv rename {backend/api/migrations => src}/__init__.py (100%) rename {backend => src/backend}/.dockerignore (100%) rename {backend => src/backend}/.env.template (100%) rename {backend => src/backend}/.gitignore (100%) rename {backend => src/backend}/Dockerfile (100%) rename {backend => src/backend}/README.md (100%) rename {backend => 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src/backend}/api/migrations/0027_rename_skills_jobs_hard_skills_jobs_languages_and_more.py (100%) rename {backend => src/backend}/api/migrations/0028_alter_jobs_company_alter_jobs_hard_skills_and_more.py (100%) rename {backend => src/backend}/api/migrations/0029_candidates_hard_skill_test_matching_and_more.py (100%) rename {backend => src/backend}/api/migrations/0030_associations_first_name_associations_last_name_and_more.py (100%) rename {backend => src/backend}/api/migrations/0031_rename_main_contact_first_name_companies_first_name_and_more.py (100%) rename {backend => src/backend}/api/migrations/0032_candidates_aboutme_embedded_and_more.py (100%) create mode 100644 src/backend/api/migrations/0032_skills_skill_new_col.py create mode 100644 src/backend/api/migrations/0033_remove_skills_skill_new_col.py rename {backend => src/backend}/api/migrations/0033_rename_aboutme_embedded_candidates_aboutme_experinece_embedded_and_more.py (100%) create mode 100644 src/backend/api/migrations/0034_candidates_aboutme_experinece_embedded_and_more.py rename {backend/shift_3_womenpp => src/backend/api/migrations}/__init__.py (100%) rename {backend => src/backend}/api/mixed_router.py (100%) rename {backend => src/backend}/api/model_serializers.py (100%) rename {backend => src/backend}/api/models.py (100%) rename {backend => src/backend}/api/routers.py (100%) rename {backend => src/backend}/api/selector.py (100%) rename {backend => src/backend}/api/serializer_services.py (100%) rename {backend => src/backend}/api/serializers.py (100%) rename {backend => src/backend}/api/services.py (100%) create mode 100644 src/backend/api/skill_db_relax_20.json rename {backend => src/backend}/api/skill_extractor.py (100%) create mode 100644 src/backend/api/token_dist.json rename {backend => src/backend}/api/tokenization_n_embedding.py (93%) rename {backend => src/backend}/api/views.py (100%) rename {backend => src/backend}/api/views_schemas.py (100%) rename {backend => src/backend}/compose.yaml (100%) rename {backend => src/backend}/docker_requirements.txt (100%) rename {backend => src/backend}/gunicorn.conf.py (100%) rename {backend => src/backend}/manage.py (100%) rename {backend => src/backend}/requirements.txt (100%) rename {backend => src/backend}/schema.yml (100%) create mode 100644 src/backend/shift_3_womenpp/__init__.py rename {backend => src/backend}/shift_3_womenpp/ngnix.conf (100%) rename {backend => src/backend}/shift_3_womenpp/settings.py (100%) rename {backend => src/backend}/shift_3_womenpp/urls.py (100%) rename {backend => src/backend}/shift_3_womenpp/wsgi.py (100%) create mode 100644 tests/__init__.py create mode 100644 tests/test_embedding_similarity.py diff --git a/.github/workflows/black.yml b/.github/workflows/req_lint_test.yml similarity index 71% rename from .github/workflows/black.yml rename to .github/workflows/req_lint_test.yml index c4d0cbd..e1cff31 100644 --- a/.github/workflows/black.yml +++ b/.github/workflows/req_lint_test.yml @@ -1,14 +1,14 @@ -name: python auto-format +name: requirements_lint_test on: # Triggers the workflow on push to all the branches and on pull request to the "master" or the "dev" branch push: pull_request: - branches: [ "master", "dev"] + branches: [ "master", "dev", "backend", "pytest"] # Allows you to run this workflow manually from the Actions tab workflow_dispatch: jobs: - lint: + test-n-lint: runs-on: ubuntu-latest steps: - uses: actions/checkout@v3 @@ -17,6 +17,7 @@ jobs: - name: Install dependencies run: | + python -m pip install -r src/backend/requirements.txt python -m pip install -r requirements_git_actions.txt - name: apply_black @@ -28,4 +29,9 @@ jobs: options: "--check --verbose" src: "." jupyter: true - version: "~= 22.0" \ No newline at end of file + version: "~= 22.0" + + - name: Test with pytest + run: | + pytest + \ No newline at end of file diff --git a/notebooks/languages.csv b/notebooks/languages.csv new file mode 100644 index 0000000..81a7c27 --- /dev/null +++ b/notebooks/languages.csv @@ -0,0 +1,204 @@ +Abkhazian +Afar +Afrikaans +Akan +Albanian +Amharic +Arabic +Aragonese +Armenian +Assamese +Avaric +Avestan +Aymara +Azerbaijani +Bambara +Bashkir +Basque +Belarusian +Bengali +Bislama +Bosnian +Breton +Bulgarian +Burmese +Catalan +Valencian +Chamorro +Chechen +Chichewa +Chewa +Nyanja +Chinese +Church Slavonic +Chuvash +Cornish +Corsican +Cree +Croatian +Czech +Danish +Divehi +Dhivehi +Maldivian +Dutch +Flemish +Dzongkha +English +Esperanto +Estonian +Ewe +Faroese +Fijian +Finnish +French +Western Frisian +Fulah +Gaelic +Scottish Gaelic +Galician +Ganda +Georgian +German +Greek +Kalaallisut +Greenlandic +Guarani +Gujarati +Haitian +Haitian Creole +Hausa +Hebrew +Herero +Hindi +Hiri Motu +Hungarian +Icelandic +Ido +Igbo +Indonesian +Interlingua +Inuktitut +Inupiaq +Irish +Italian +Japanese +Javanese +Kannada +Kanuri +Kashmiri +Kazakh +Central Khmer +Kikuyu +Gikuyu +Kinyarwand +Kirghiz +Kyrgyz +Komi +Kongo +Korean +Kuanyama +Kwanyama +Kurdish +Lao +Latin +Latvian +Limburgan +Limburger +Limburgish +Lingala +Lithuanian +Luba-Katanga +Luxembourgish +Letzeburgesch +Macedonian +Malagasy +Malay +Malayalam +Maltes +Manx +Maori +Marathi +Marshallese +Mongolian +Nauru +Navajo +Navaho +North Ndebele +South Ndebele +Ndonga +Nepali +Norwegian +Norwegian Bokmål +Norwegian Nynorsk +Sichuan Yi +Nuosu +Occitan +Ojibwa +Oriya +Oromo +Ossetian +Ossetic +Pali +Pashto +Pushto +Persian +Polish +Portuguese +Punjabi +Panjabi +Quechua +Romanian +Moldavian +Moldovan +Northern Sami +Samoan +Sango +Sanskrit +Sardinian +Serbian +Shona +Sindhi +Sinhala +Sinhalese +Slovak +Slovenian +Somali +Southern Sotho +Spanish +Castilian +Sundanese +Swahili +Swati +Swedish +Tagalog +Tahitian +Tajik +Tamil +Tatar +Telugu +Thai +Tibetan +Tigrinya +Tsonga +Tsonga +Tswana +Turkish +Turkmen +Twi +Uighur +Ukrainian +Urdu +Uzbek +Venda +Vietnamese +Volapük +Walloon +Welsh +Wolof +Xhosa +Yiddish +Yoruba +Zhuang +Chuang +Zulu diff --git a/requirements_git_actions.txt b/requirements_git_actions.txt index 59f8257..8d258ad 100644 --- a/requirements_git_actions.txt +++ b/requirements_git_actions.txt @@ -1,2 +1,3 @@ black==23.9.1 -black[jupyter] \ No newline at end of file +black[jupyter] +pytest==7.4.3 \ No newline at end of file diff --git a/backend/api/migrations/__init__.py b/src/__init__.py similarity index 100% rename from backend/api/migrations/__init__.py rename to src/__init__.py diff --git a/backend/.dockerignore b/src/backend/.dockerignore similarity index 100% rename from backend/.dockerignore rename to src/backend/.dockerignore diff --git a/backend/.env.template b/src/backend/.env.template similarity index 100% rename from backend/.env.template rename to src/backend/.env.template diff --git a/backend/.gitignore b/src/backend/.gitignore similarity index 100% rename from backend/.gitignore rename to src/backend/.gitignore diff --git a/backend/Dockerfile b/src/backend/Dockerfile similarity index 100% rename from backend/Dockerfile rename to src/backend/Dockerfile diff --git a/backend/README.md b/src/backend/README.md similarity index 100% rename from backend/README.md rename to src/backend/README.md diff --git a/backend/api/__init__.py b/src/backend/api/__init__.py similarity index 100% rename from backend/api/__init__.py rename to src/backend/api/__init__.py diff --git a/backend/api/auth_models.py b/src/backend/api/auth_models.py similarity index 100% rename from backend/api/auth_models.py rename to src/backend/api/auth_models.py diff --git a/backend/api/auth_token.py b/src/backend/api/auth_token.py similarity index 100% rename from backend/api/auth_token.py rename to src/backend/api/auth_token.py diff --git a/backend/api/authentication_services.py b/src/backend/api/authentication_services.py similarity index 100% rename from backend/api/authentication_services.py rename to src/backend/api/authentication_services.py diff --git a/backend/api/matching_algorithm.py b/src/backend/api/matching_algorithm.py similarity index 85% rename from backend/api/matching_algorithm.py rename to src/backend/api/matching_algorithm.py index 65d0720..338995e 100644 --- a/backend/api/matching_algorithm.py +++ b/src/backend/api/matching_algorithm.py @@ -1,4 +1,5 @@ from typing import List +import torch from sklearn.metrics.pairwise import cosine_similarity @@ -27,3 +28,9 @@ def get_free_text_match( return 0 return cosine_similarity(candidate_embeddings, job_embeddings)[0][0] + +if __name__=="__main__": + print(int(get_free_text_match( + torch.tensor([[1,0,0]]), + torch.tensor([[-1,0,0]]), +))==-1) diff --git a/backend/api/middleware.py b/src/backend/api/middleware.py similarity index 100% rename from backend/api/middleware.py rename to src/backend/api/middleware.py diff --git a/backend/api/migrate_skills_to_long.py b/src/backend/api/migrate_skills_to_long.py similarity index 100% rename from backend/api/migrate_skills_to_long.py rename to src/backend/api/migrate_skills_to_long.py diff --git a/backend/api/migrations/0001_initial.py b/src/backend/api/migrations/0001_initial.py similarity index 100% rename from backend/api/migrations/0001_initial.py rename to src/backend/api/migrations/0001_initial.py diff --git a/backend/api/migrations/0002_alter_associations_name_and_more.py b/src/backend/api/migrations/0002_alter_associations_name_and_more.py similarity index 100% rename from backend/api/migrations/0002_alter_associations_name_and_more.py rename to src/backend/api/migrations/0002_alter_associations_name_and_more.py diff --git a/backend/api/migrations/0003_rename_file_name_candidatesdocuments_file.py b/src/backend/api/migrations/0003_rename_file_name_candidatesdocuments_file.py similarity index 100% rename from backend/api/migrations/0003_rename_file_name_candidatesdocuments_file.py rename to src/backend/api/migrations/0003_rename_file_name_candidatesdocuments_file.py diff --git a/backend/api/migrations/0004_resfreshtoken.py b/src/backend/api/migrations/0004_resfreshtoken.py similarity index 100% rename from backend/api/migrations/0004_resfreshtoken.py rename to src/backend/api/migrations/0004_resfreshtoken.py diff --git a/backend/api/migrations/0005_refreshtokens_delete_resfreshtoken.py b/src/backend/api/migrations/0005_refreshtokens_delete_resfreshtoken.py similarity index 100% rename from backend/api/migrations/0005_refreshtokens_delete_resfreshtoken.py rename to src/backend/api/migrations/0005_refreshtokens_delete_resfreshtoken.py diff --git a/backend/api/migrations/0006_sessions.py b/src/backend/api/migrations/0006_sessions.py similarity index 100% rename from backend/api/migrations/0006_sessions.py rename to src/backend/api/migrations/0006_sessions.py diff --git a/backend/api/migrations/0007_delete_sessions.py b/src/backend/api/migrations/0007_delete_sessions.py similarity index 100% rename from backend/api/migrations/0007_delete_sessions.py rename to src/backend/api/migrations/0007_delete_sessions.py diff --git a/backend/api/migrations/0008_alter_refreshtokens_table.py b/src/backend/api/migrations/0008_alter_refreshtokens_table.py similarity index 100% rename from backend/api/migrations/0008_alter_refreshtokens_table.py rename to src/backend/api/migrations/0008_alter_refreshtokens_table.py diff --git a/backend/api/migrations/0009_associations_supabase_authenticaiton_uuid_and_more.py b/src/backend/api/migrations/0009_associations_supabase_authenticaiton_uuid_and_more.py similarity index 100% rename from backend/api/migrations/0009_associations_supabase_authenticaiton_uuid_and_more.py rename to src/backend/api/migrations/0009_associations_supabase_authenticaiton_uuid_and_more.py diff --git a/backend/api/migrations/0010_supabaseidtouserids.py b/src/backend/api/migrations/0010_supabaseidtouserids.py similarity index 100% rename from backend/api/migrations/0010_supabaseidtouserids.py rename to src/backend/api/migrations/0010_supabaseidtouserids.py diff --git a/backend/api/migrations/0011_alter_supabaseidtouserids_user_id.py b/src/backend/api/migrations/0011_alter_supabaseidtouserids_user_id.py similarity index 100% rename from backend/api/migrations/0011_alter_supabaseidtouserids_user_id.py rename to src/backend/api/migrations/0011_alter_supabaseidtouserids_user_id.py diff --git a/backend/api/migrations/0012_alter_countries_country_it_code_and_more.py b/src/backend/api/migrations/0012_alter_countries_country_it_code_and_more.py similarity index 100% rename from backend/api/migrations/0012_alter_countries_country_it_code_and_more.py rename to src/backend/api/migrations/0012_alter_countries_country_it_code_and_more.py diff --git a/backend/api/migrations/0013_rename_association_user_designation_associationusers_designation_and_more.py b/src/backend/api/migrations/0013_rename_association_user_designation_associationusers_designation_and_more.py similarity index 100% rename from backend/api/migrations/0013_rename_association_user_designation_associationusers_designation_and_more.py rename to src/backend/api/migrations/0013_rename_association_user_designation_associationusers_designation_and_more.py diff --git a/backend/api/migrations/0014_rename_email_associationusers_email_adress_and_more.py b/src/backend/api/migrations/0014_rename_email_associationusers_email_adress_and_more.py similarity index 100% rename from backend/api/migrations/0014_rename_email_associationusers_email_adress_and_more.py rename to src/backend/api/migrations/0014_rename_email_associationusers_email_adress_and_more.py diff --git a/backend/api/migrations/0015_alter_candidates_accepted_privacy_and_more.py b/src/backend/api/migrations/0015_alter_candidates_accepted_privacy_and_more.py similarity index 100% rename from backend/api/migrations/0015_alter_candidates_accepted_privacy_and_more.py rename to src/backend/api/migrations/0015_alter_candidates_accepted_privacy_and_more.py diff --git a/backend/api/migrations/0016_alter_companies_invited_by.py b/src/backend/api/migrations/0016_alter_companies_invited_by.py similarity index 100% rename from backend/api/migrations/0016_alter_companies_invited_by.py rename to src/backend/api/migrations/0016_alter_companies_invited_by.py diff --git a/backend/api/migrations/0017_alter_candidates_invited_by.py b/src/backend/api/migrations/0017_alter_candidates_invited_by.py similarity index 100% rename from backend/api/migrations/0017_alter_candidates_invited_by.py rename to src/backend/api/migrations/0017_alter_candidates_invited_by.py diff --git a/backend/api/migrations/0018_availablecompanydomains.py b/src/backend/api/migrations/0018_availablecompanydomains.py similarity index 100% rename from backend/api/migrations/0018_availablecompanydomains.py rename to src/backend/api/migrations/0018_availablecompanydomains.py diff --git a/backend/api/migrations/0019_rename_email_companyusers_email_adress.py b/src/backend/api/migrations/0019_rename_email_companyusers_email_adress.py similarity index 100% rename from backend/api/migrations/0019_rename_email_companyusers_email_adress.py rename to src/backend/api/migrations/0019_rename_email_companyusers_email_adress.py diff --git a/backend/api/migrations/0020_rename_personality_description_candidates_about_me_and_more.py b/src/backend/api/migrations/0020_rename_personality_description_candidates_about_me_and_more.py similarity index 100% rename from backend/api/migrations/0020_rename_personality_description_candidates_about_me_and_more.py rename to src/backend/api/migrations/0020_rename_personality_description_candidates_about_me_and_more.py diff --git a/backend/api/migrations/0021_alter_candidates_hard_skills.py b/src/backend/api/migrations/0021_alter_candidates_hard_skills.py similarity index 100% rename from backend/api/migrations/0021_alter_candidates_hard_skills.py rename to src/backend/api/migrations/0021_alter_candidates_hard_skills.py diff --git a/backend/api/migrations/0022_alter_candidates_hard_skills.py b/src/backend/api/migrations/0022_alter_candidates_hard_skills.py similarity index 100% rename from backend/api/migrations/0022_alter_candidates_hard_skills.py rename to src/backend/api/migrations/0022_alter_candidates_hard_skills.py diff --git a/backend/api/migrations/0023_alter_candidates_supabase_authenticaiton_uuid.py b/src/backend/api/migrations/0023_alter_candidates_supabase_authenticaiton_uuid.py similarity index 100% rename from backend/api/migrations/0023_alter_candidates_supabase_authenticaiton_uuid.py rename to src/backend/api/migrations/0023_alter_candidates_supabase_authenticaiton_uuid.py diff --git a/backend/api/migrations/0024_alter_candidates_last_update.py b/src/backend/api/migrations/0024_alter_candidates_last_update.py similarity index 100% rename from backend/api/migrations/0024_alter_candidates_last_update.py rename to src/backend/api/migrations/0024_alter_candidates_last_update.py diff --git a/backend/api/migrations/0025_alter_candidates_created_at.py b/src/backend/api/migrations/0025_alter_candidates_created_at.py similarity index 100% rename from backend/api/migrations/0025_alter_candidates_created_at.py rename to src/backend/api/migrations/0025_alter_candidates_created_at.py diff --git a/backend/api/migrations/0026_rename_company_id_companies_id_companies_name.py b/src/backend/api/migrations/0026_rename_company_id_companies_id_companies_name.py similarity index 100% rename from backend/api/migrations/0026_rename_company_id_companies_id_companies_name.py rename to src/backend/api/migrations/0026_rename_company_id_companies_id_companies_name.py diff --git a/backend/api/migrations/0027_rename_skills_jobs_hard_skills_jobs_languages_and_more.py b/src/backend/api/migrations/0027_rename_skills_jobs_hard_skills_jobs_languages_and_more.py similarity index 100% rename from backend/api/migrations/0027_rename_skills_jobs_hard_skills_jobs_languages_and_more.py rename to src/backend/api/migrations/0027_rename_skills_jobs_hard_skills_jobs_languages_and_more.py diff --git a/backend/api/migrations/0028_alter_jobs_company_alter_jobs_hard_skills_and_more.py b/src/backend/api/migrations/0028_alter_jobs_company_alter_jobs_hard_skills_and_more.py similarity index 100% rename from backend/api/migrations/0028_alter_jobs_company_alter_jobs_hard_skills_and_more.py rename to src/backend/api/migrations/0028_alter_jobs_company_alter_jobs_hard_skills_and_more.py diff --git a/backend/api/migrations/0029_candidates_hard_skill_test_matching_and_more.py b/src/backend/api/migrations/0029_candidates_hard_skill_test_matching_and_more.py similarity index 100% rename from backend/api/migrations/0029_candidates_hard_skill_test_matching_and_more.py rename to src/backend/api/migrations/0029_candidates_hard_skill_test_matching_and_more.py diff --git a/backend/api/migrations/0030_associations_first_name_associations_last_name_and_more.py b/src/backend/api/migrations/0030_associations_first_name_associations_last_name_and_more.py similarity index 100% rename from backend/api/migrations/0030_associations_first_name_associations_last_name_and_more.py rename to src/backend/api/migrations/0030_associations_first_name_associations_last_name_and_more.py diff --git a/backend/api/migrations/0031_rename_main_contact_first_name_companies_first_name_and_more.py b/src/backend/api/migrations/0031_rename_main_contact_first_name_companies_first_name_and_more.py similarity index 100% rename from backend/api/migrations/0031_rename_main_contact_first_name_companies_first_name_and_more.py rename to src/backend/api/migrations/0031_rename_main_contact_first_name_companies_first_name_and_more.py diff --git a/backend/api/migrations/0032_candidates_aboutme_embedded_and_more.py b/src/backend/api/migrations/0032_candidates_aboutme_embedded_and_more.py similarity index 100% rename from backend/api/migrations/0032_candidates_aboutme_embedded_and_more.py rename to src/backend/api/migrations/0032_candidates_aboutme_embedded_and_more.py diff --git a/src/backend/api/migrations/0032_skills_skill_new_col.py b/src/backend/api/migrations/0032_skills_skill_new_col.py new file mode 100644 index 0000000..cdf8028 --- /dev/null +++ b/src/backend/api/migrations/0032_skills_skill_new_col.py @@ -0,0 +1,19 @@ +# Generated by Django 4.2.5 on 2023-10-25 08:48 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0031_rename_main_contact_first_name_companies_first_name_and_more'), + ] + + operations = [ + migrations.AddField( + model_name='skills', + name='skill_new_col', + field=models.CharField(default='some string', max_length=255), + preserve_default=False, + ), + ] diff --git a/src/backend/api/migrations/0033_remove_skills_skill_new_col.py b/src/backend/api/migrations/0033_remove_skills_skill_new_col.py new file mode 100644 index 0000000..e5ecc3a --- /dev/null +++ b/src/backend/api/migrations/0033_remove_skills_skill_new_col.py @@ -0,0 +1,17 @@ +# Generated by Django 4.2.5 on 2023-10-25 08:55 + +from django.db import migrations + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0032_skills_skill_new_col'), + ] + + operations = [ + migrations.RemoveField( + model_name='skills', + name='skill_new_col', + ), + ] diff --git a/backend/api/migrations/0033_rename_aboutme_embedded_candidates_aboutme_experinece_embedded_and_more.py b/src/backend/api/migrations/0033_rename_aboutme_embedded_candidates_aboutme_experinece_embedded_and_more.py similarity index 100% rename from backend/api/migrations/0033_rename_aboutme_embedded_candidates_aboutme_experinece_embedded_and_more.py rename to src/backend/api/migrations/0033_rename_aboutme_embedded_candidates_aboutme_experinece_embedded_and_more.py diff --git a/src/backend/api/migrations/0034_candidates_aboutme_experinece_embedded_and_more.py b/src/backend/api/migrations/0034_candidates_aboutme_experinece_embedded_and_more.py new file mode 100644 index 0000000..34625b0 --- /dev/null +++ b/src/backend/api/migrations/0034_candidates_aboutme_experinece_embedded_and_more.py @@ -0,0 +1,18 @@ +# Generated by Django 4.2.5 on 2023-10-26 15:57 + +from django.db import migrations, models + + +class Migration(migrations.Migration): + + dependencies = [ + ('api', '0033_remove_skills_skill_new_col'), + ] + + operations = [ + migrations.AddField( + model_name='candidates', + name='aboutme_experinece_embedded', + field=models.TextField(blank=True, null=True), + ), + ] diff --git a/backend/shift_3_womenpp/__init__.py b/src/backend/api/migrations/__init__.py similarity index 100% rename from backend/shift_3_womenpp/__init__.py rename to src/backend/api/migrations/__init__.py diff --git a/backend/api/mixed_router.py b/src/backend/api/mixed_router.py similarity index 100% rename from backend/api/mixed_router.py rename to src/backend/api/mixed_router.py diff --git a/backend/api/model_serializers.py b/src/backend/api/model_serializers.py similarity index 100% rename from backend/api/model_serializers.py rename to src/backend/api/model_serializers.py diff --git a/backend/api/models.py b/src/backend/api/models.py similarity index 100% rename from backend/api/models.py rename to src/backend/api/models.py diff --git a/backend/api/routers.py b/src/backend/api/routers.py similarity index 100% rename from backend/api/routers.py rename to src/backend/api/routers.py diff --git a/backend/api/selector.py b/src/backend/api/selector.py similarity index 100% rename from backend/api/selector.py rename to src/backend/api/selector.py diff --git a/backend/api/serializer_services.py b/src/backend/api/serializer_services.py similarity index 100% rename from backend/api/serializer_services.py rename to src/backend/api/serializer_services.py diff --git a/backend/api/serializers.py b/src/backend/api/serializers.py similarity index 100% rename from backend/api/serializers.py rename to src/backend/api/serializers.py diff --git a/backend/api/services.py b/src/backend/api/services.py similarity index 100% rename from backend/api/services.py rename to src/backend/api/services.py diff --git a/src/backend/api/skill_db_relax_20.json b/src/backend/api/skill_db_relax_20.json new file mode 100644 index 0000000..3071cb6 --- /dev/null +++ b/src/backend/api/skill_db_relax_20.json @@ -0,0 +1 @@ +{"KS120P86XDXZJT3B7KVJ": {"skill_name": "(American Society For Quality) ASQ Certified", "skill_type": "Certification", "skill_len": 2, "high_surfce_forms": {"full": "asq certify"}, "low_surface_forms": ["asq certifi", "certifi asq", "asq"], "match_on_tokens": false}, "KS126XS6CQCFGC3NG79X": {"skill_name": ".NET Assemblies", "skill_type": "Hard Skill", "skill_len": 2, "high_surfce_forms": {"full": "net assembly"}, "low_surface_forms": ["net assembl", "assembl net"], "match_on_tokens": false}, "KS1200B62W5ZF38RJ7TD": {"skill_name": ".NET Framework", "skill_type": "Hard Skill", "skill_len": 2, "high_surfce_forms": {"full": "net framework"}, "low_surface_forms": ["net framework", "framework net"], "match_on_tokens": false}, "KS126XW78QJCF4TRV2X7": {"skill_name": ".NET Framework 1", "skill_type": "Hard Skill", "skill_len": 3, "high_surfce_forms": {"full": "net framework 1"}, "low_surface_forms": [], "match_on_tokens": true}, "KS126XY68BNKXSBSLPYS": {"skill_name": ".NET Framework 3", "skill_type": "Hard Skill", "skill_len": 3, "high_surfce_forms": {"full": "net framework 3"}, "low_surface_forms": [], "match_on_tokens": true}, "KS126XR63RKYVCKYDNBN": {"skill_name": ".NET Framework 4", "skill_type": "Hard Skill", "skill_len": 3, "high_surfce_forms": {"full": "net framework 4"}, "low_surface_forms": [], "match_on_tokens": true}, "KS126Y166NXP5X1SLV6V": {"skill_name": ".NET Reflector", "skill_type": "Hard Skill", "skill_len": 2, "high_surfce_forms": {"full": "net reflector"}, "low_surface_forms": ["net reflector", "reflector net"], "match_on_tokens": false}, "KS126Y16DLZ0N5THPLDM": {"skill_name": ".NET Remoting", "skill_type": "Hard Skill", "skill_len": 2, "high_surfce_forms": {"full": "net remoting"}, "low_surface_forms": ["net remot", "remot net"], "match_on_tokens": false}, "KSLGDAXJ4EFDMIOPMGL2": {"skill_name": ".nettiers", "skill_type": "Hard Skill", "skill_len": 1, "high_surfce_forms": {"full": "nettiers"}, "low_surface_forms": ["nettier"], "match_on_tokens": false}, "KS1200M68TBM4SXLZV0G": {"skill_name": "10 Gigabit Ethernet", "skill_type": "Hard Skill", "skill_len": 3, "high_surfce_forms": {"full": "10 gigabit ethernet"}, "low_surface_forms": [], "match_on_tokens": true}, "KSJCP2DYKDSINHFDMF51": {"skill_name": "1010data", "skill_type": "Hard Skill", "skill_len": 1, "high_surfce_forms": {"full": "1010data"}, "low_surface_forms": [], "match_on_tokens": false}, "KS1200L6T0NXQPW7Z8YR": {"skill_name": "10BASE-F (Physical Layer Protocols)", "skill_type": "Hard Skill", "skill_len": 2, "high_surfce_forms": {"full": "10base f"}, "low_surface_forms": ["10base f", "f 10base"], "match_on_tokens": false}, "KS1200M620TMJ94XF70B": {"skill_name": "10BASE-FL", "skill_type": "Hard Skill", "skill_len": 2, "high_surfce_forms": {"full": "10base fl"}, "low_surface_forms": ["10base fl", "fl 10base"], "match_on_tokens": false}, "KS1200K743J4NT3LXJ3B": {"skill_name": "10BASE2", "skill_type": "Hard Skill", "skill_len": 1, "high_surfce_forms": {"full": "10base2"}, "low_surface_forms": [], "match_on_tokens": false}, "KS1200L6N1G9SQSN2K4C": {"skill_name": "10BASE5", "skill_type": "Hard Skill", "skill_len": 1, "high_surfce_forms": {"full": "10base5"}, "low_surface_forms": [], "match_on_tokens": false}, "KS4426Z6BVCJL5VZ46B9": {"skill_name": "10G-PON", "skill_type": "Hard Skill", "skill_len": 3, "high_surfce_forms": {"full": "10 g pon"}, "low_surface_forms": ["PON"], "match_on_tokens": true}, "KS1200P7676N5RQW5KZ0": {"skill_name": 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1, "rotor": 1, "flutter": 1, "wreck": 1, "wrongful": 2, "dismissal": 1, "ws": 1, "wug": 1, "bitmap": 1, "crystallography": 1, "121": 1, "28": 1, "509": 1, "75": 1, "852": 1, "x86": 4, "xaml": 1, "xaui": 1, "xfp": 1, "xhtml": 1, "literal": 1, "notepad": 1, "lexicon": 1, "xmodem": 1, "xoftspy": 1, "spyware": 1, "xpc": 1, "xplanner": 1, "xsl": 1, "xtx": 1, "xamarin": 5, "xara": 1, "xbox": 3, "xen": 2, "xeon": 1, "phi": 1, "xerox": 1, "docushare": 1, "xfinity": 1, "streampix": 1, "xilinx": 2, "edk": 1, "ise": 1, "dtd": 1, "xoreax": 1, "xpress": 1, "xtend": 1, "modernize": 1, "xunit": 1, "yig": 1, "yui": 1, "yahoo": 5, "yamaha": 1, "yaw": 2, "yeast": 2, "yellowdog": 1, "yet": 1, "yiddish": 1, "yii": 1, "yocto": 1, "yoga": 1, "youtube": 3, "young": 2, "mania": 1, "z39": 1, "zmodem": 1, "zachman": 1, "zen": 2, "zend": 4, "zertifikat": 1, "deutsch": 1, "zettabyte": 1, "zeus": 1, "zilog": 1, "scc": 1, "zoho": 1, "zope": 1, "zumba": 1, "esport": 2, "ibeacon": 1} \ No newline at end of file diff --git a/backend/api/tokenization_n_embedding.py b/src/backend/api/tokenization_n_embedding.py similarity index 93% rename from backend/api/tokenization_n_embedding.py rename to src/backend/api/tokenization_n_embedding.py index 1fbf542..1de1941 100644 --- a/backend/api/tokenization_n_embedding.py +++ b/src/backend/api/tokenization_n_embedding.py @@ -1,7 +1,6 @@ import torch from typing import List from transformers import AutoTokenizer, AutoModel -from sklearn.metrics.pairwise import cosine_similarity MODEL_NAME = "bert-base-uncased" @@ -46,3 +45,6 @@ def generate_embeddings(text: str, model_name: str=MODEL_NAME) -> List[List]: text_embeddings = text_outputs.last_hidden_state.mean(dim=1) return text_embeddings +if __name__=="__main__": + s = "" + print(generate_embeddings(s)[0][0].item()==-0.00922924280166626) \ No newline at end of file diff --git a/backend/api/views.py b/src/backend/api/views.py similarity index 100% rename from backend/api/views.py rename to src/backend/api/views.py diff --git a/backend/api/views_schemas.py b/src/backend/api/views_schemas.py similarity index 100% rename from backend/api/views_schemas.py rename to src/backend/api/views_schemas.py diff --git a/backend/compose.yaml b/src/backend/compose.yaml similarity index 100% rename from backend/compose.yaml rename to src/backend/compose.yaml diff --git a/backend/docker_requirements.txt b/src/backend/docker_requirements.txt similarity index 100% rename from backend/docker_requirements.txt rename to src/backend/docker_requirements.txt diff --git a/backend/gunicorn.conf.py b/src/backend/gunicorn.conf.py similarity index 100% rename from backend/gunicorn.conf.py rename to src/backend/gunicorn.conf.py diff --git a/backend/manage.py b/src/backend/manage.py similarity index 100% rename from backend/manage.py rename to src/backend/manage.py diff --git a/backend/requirements.txt b/src/backend/requirements.txt similarity index 100% rename from backend/requirements.txt rename to src/backend/requirements.txt diff --git a/backend/schema.yml b/src/backend/schema.yml similarity index 100% rename from backend/schema.yml rename to src/backend/schema.yml diff --git a/src/backend/shift_3_womenpp/__init__.py b/src/backend/shift_3_womenpp/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/backend/shift_3_womenpp/ngnix.conf b/src/backend/shift_3_womenpp/ngnix.conf similarity index 100% rename from backend/shift_3_womenpp/ngnix.conf rename to src/backend/shift_3_womenpp/ngnix.conf diff --git a/backend/shift_3_womenpp/settings.py b/src/backend/shift_3_womenpp/settings.py similarity index 100% rename from backend/shift_3_womenpp/settings.py rename to src/backend/shift_3_womenpp/settings.py diff --git a/backend/shift_3_womenpp/urls.py b/src/backend/shift_3_womenpp/urls.py similarity index 100% rename from backend/shift_3_womenpp/urls.py rename to src/backend/shift_3_womenpp/urls.py diff --git a/backend/shift_3_womenpp/wsgi.py b/src/backend/shift_3_womenpp/wsgi.py similarity index 100% rename from backend/shift_3_womenpp/wsgi.py rename to src/backend/shift_3_womenpp/wsgi.py diff --git a/tests/__init__.py b/tests/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/tests/test_embedding_similarity.py b/tests/test_embedding_similarity.py new file mode 100644 index 0000000..2c7ffce --- /dev/null +++ b/tests/test_embedding_similarity.py @@ -0,0 +1,31 @@ +import torch +import sys +import os +from src.backend.api.tokenization_n_embedding import tokenize_text, generate_embeddings +from src.backend.api.matching_algorithm import get_free_text_match + +def test_tokenize_text(): + text_tokens_keys = set(['input_ids','token_type_ids','attention_mask']) + assert set(tokenize_text("test").keys()) == \ + text_tokens_keys + assert set(tokenize_text("").keys()) == \ + text_tokens_keys + +def test_generate_embeddings(): + assert len(generate_embeddings("any text")) == 1 + assert len(generate_embeddings("any text")[0]) == 768 + assert generate_embeddings("").dtype == torch.float32 + +def test_get_free_text_match_text(): + assert get_free_text_match( + torch.tensor([[1,2,3]]), + torch.tensor([[-1,-2,-3]]) + ) == -1 + assert get_free_text_match( + torch.tensor([[1,2,3]]), + torch.tensor([[1,2,3]]) + ) == 1 + assert get_free_text_match( + torch.tensor([[1,0,0]]), + torch.tensor([[0,1,0]]), + ) == 0 \ No newline at end of file From f709db742f2455417ae7a5d6e4cecb93f04cb5c9 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sun, 29 Oct 2023 19:51:10 +0100 Subject: [PATCH 101/138] temp From a5949b8b6ac0977455e3dfe97340cacef25726d4 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sun, 29 Oct 2023 19:58:51 +0100 Subject: [PATCH 102/138] temp_BSOD --- .gitignore | 258 ++---------------- src/backend/.dockerignore | 2 + src/backend/Dockerfile | 10 +- src/backend/Dockerfile_nginx | 4 + src/backend/api/matching_algorithm.py | 3 + src/backend/api/migrations/0001_initial.py | 188 ++++++++----- .../0002_alter_associations_name_and_more.py | 34 --- ...name_file_name_candidatesdocuments_file.py | 18 -- .../api/migrations/0004_resfreshtoken.py | 26 -- ...0005_refreshtokens_delete_resfreshtoken.py | 34 --- src/backend/api/migrations/0006_sessions.py | 29 -- .../api/migrations/0007_delete_sessions.py | 16 -- .../0008_alter_refreshtokens_table.py | 17 -- ...s_supabase_authenticaiton_uuid_and_more.py | 37 --- .../migrations/0010_supabaseidtouserids.py | 22 -- .../0011_alter_supabaseidtouserids_user_id.py | 18 -- ...lter_countries_country_it_code_and_more.py | 23 -- ...n_associationusers_designation_and_more.py | 93 ------- ..._associationusers_email_adress_and_more.py | 23 -- ...er_candidates_accepted_privacy_and_more.py | 23 -- .../0016_alter_companies_invited_by.py | 19 -- .../0017_alter_candidates_invited_by.py | 19 -- .../0018_availablecompanydomains.py | 20 -- ..._rename_email_companyusers_email_adress.py | 18 -- ...escription_candidates_about_me_and_more.py | 240 ---------------- .../0021_alter_candidates_hard_skills.py | 18 -- .../0022_alter_candidates_hard_skills.py | 18 -- ...candidates_supabase_authenticaiton_uuid.py | 18 -- .../0024_alter_candidates_last_update.py | 18 -- .../0025_alter_candidates_created_at.py | 18 -- ..._company_id_companies_id_companies_name.py | 24 -- ...obs_hard_skills_jobs_languages_and_more.py | 35 --- ...company_alter_jobs_hard_skills_and_more.py | 79 ------ ...dates_hard_skill_test_matching_and_more.py | 33 --- ...st_name_associations_last_name_and_more.py | 28 -- ...irst_name_companies_first_name_and_more.py | 28 -- ...32_candidates_aboutme_embedded_and_more.py | 28 -- .../migrations/0032_skills_skill_new_col.py | 19 -- .../0033_remove_skills_skill_new_col.py | 17 -- ...es_aboutme_experinece_embedded_and_more.py | 42 --- ...es_aboutme_experinece_embedded_and_more.py | 18 -- src/backend/api/models.py | 157 ++++++----- src/backend/api/routers.py | 54 ++-- src/backend/api/serializers.py | 46 +++- src/backend/shift_3_womenpp/settings.py | 19 +- src/backend/shift_3_womenpp/urls.py | 4 +- 46 files changed, 345 insertions(+), 1570 deletions(-) create mode 100644 src/backend/Dockerfile_nginx delete mode 100644 src/backend/api/migrations/0002_alter_associations_name_and_more.py delete mode 100644 src/backend/api/migrations/0003_rename_file_name_candidatesdocuments_file.py delete mode 100644 src/backend/api/migrations/0004_resfreshtoken.py delete mode 100644 src/backend/api/migrations/0005_refreshtokens_delete_resfreshtoken.py delete mode 100644 src/backend/api/migrations/0006_sessions.py delete mode 100644 src/backend/api/migrations/0007_delete_sessions.py delete mode 100644 src/backend/api/migrations/0008_alter_refreshtokens_table.py delete mode 100644 src/backend/api/migrations/0009_associations_supabase_authenticaiton_uuid_and_more.py delete mode 100644 src/backend/api/migrations/0010_supabaseidtouserids.py delete mode 100644 src/backend/api/migrations/0011_alter_supabaseidtouserids_user_id.py delete mode 100644 src/backend/api/migrations/0012_alter_countries_country_it_code_and_more.py delete mode 100644 src/backend/api/migrations/0013_rename_association_user_designation_associationusers_designation_and_more.py delete mode 100644 src/backend/api/migrations/0014_rename_email_associationusers_email_adress_and_more.py delete mode 100644 src/backend/api/migrations/0015_alter_candidates_accepted_privacy_and_more.py delete mode 100644 src/backend/api/migrations/0016_alter_companies_invited_by.py delete mode 100644 src/backend/api/migrations/0017_alter_candidates_invited_by.py delete mode 100644 src/backend/api/migrations/0018_availablecompanydomains.py delete mode 100644 src/backend/api/migrations/0019_rename_email_companyusers_email_adress.py delete mode 100644 src/backend/api/migrations/0020_rename_personality_description_candidates_about_me_and_more.py delete mode 100644 src/backend/api/migrations/0021_alter_candidates_hard_skills.py delete mode 100644 src/backend/api/migrations/0022_alter_candidates_hard_skills.py delete mode 100644 src/backend/api/migrations/0023_alter_candidates_supabase_authenticaiton_uuid.py delete mode 100644 src/backend/api/migrations/0024_alter_candidates_last_update.py delete mode 100644 src/backend/api/migrations/0025_alter_candidates_created_at.py delete mode 100644 src/backend/api/migrations/0026_rename_company_id_companies_id_companies_name.py delete mode 100644 src/backend/api/migrations/0027_rename_skills_jobs_hard_skills_jobs_languages_and_more.py delete mode 100644 src/backend/api/migrations/0028_alter_jobs_company_alter_jobs_hard_skills_and_more.py delete mode 100644 src/backend/api/migrations/0029_candidates_hard_skill_test_matching_and_more.py delete mode 100644 src/backend/api/migrations/0030_associations_first_name_associations_last_name_and_more.py delete mode 100644 src/backend/api/migrations/0031_rename_main_contact_first_name_companies_first_name_and_more.py delete mode 100644 src/backend/api/migrations/0032_candidates_aboutme_embedded_and_more.py delete mode 100644 src/backend/api/migrations/0032_skills_skill_new_col.py delete mode 100644 src/backend/api/migrations/0033_remove_skills_skill_new_col.py delete mode 100644 src/backend/api/migrations/0033_rename_aboutme_embedded_candidates_aboutme_experinece_embedded_and_more.py delete mode 100644 src/backend/api/migrations/0034_candidates_aboutme_experinece_embedded_and_more.py diff --git a/.gitignore b/.gitignore index 24826b8..e525465 100644 --- a/.gitignore +++ b/.gitignore @@ -1,233 +1,27 @@ -imported_auth_models.py -old_models.py -csvs_database/ -etc/ -extrac_table.ipynb -.vscode -api/old_models.py +.ngnix_def.conf +api/insert_embededs.py +docker-compose.yml +gunicorn/ +notebooks/ +skill_db_relax_20.json +static/ +token_dist.json +backend/extrac_table.ipynb +backend/logs/ +backend/qcls +backend/rest_framework/ +backend/secrets/ +backend/shift_3_womenpp/__pycache__ +backend/api/__pycache__/ +backend/api/imported_auth_models.py +backend/api/insert_embededs.py +backend/api/migrations/__pycache__/ *.bak -supabase/ -*.code-workspace -secrets/ -rest_framework/ -django_extensions/ -admin/ -.env - -# Created by https://www.toptal.com/developers/gitignore/api/django -# Edit at https://www.toptal.com/developers/gitignore?templates=django - -### Django ### -*.log -*.pot -*.pyc -__pycache__/ -local_settings.py -db.sqlite3 -db.sqlite3-journal -media - -# If your build process includes running collectstatic, then you probably don't need or want to include staticfiles/ -# in your Git repository. Update and uncomment the following line accordingly. -# /staticfiles/ - -### Django.Python Stack ### -# Byte-compiled / optimized / DLL files -*.py[cod] -*$py.class - -# C extensions -*.so - -# Distribution / packaging -.Python -build/ -develop-eggs/ -dist/ -downloads/ -eggs/ -.eggs/ -lib/ -lib64/ -parts/ -sdist/ -var/ -wheels/ -share/python-wheels/ -*.egg-info/ -.installed.cfg -*.egg -MANIFEST - -# PyInstaller -# Usually these files are written by a python script from a template -# before PyInstaller builds the exe, so as to inject date/other infos into it. -*.manifest -*.spec - -# Installer logs -pip-log.txt -pip-delete-this-directory.txt - -# Unit test / coverage reports -htmlcov/ -.tox/ -.nox/ -.coverage -.coverage.* -.cache -nosetests.xml -coverage.xml -*.cover -*.py,cover -.hypothesis/ -.pytest_cache/ -cover/ - -# Translations -*.mo - -# Django stuff: - -# Flask stuff: -instance/ -.webassets-cache - -# Scrapy stuff: -.scrapy - -# Sphinx documentation -docs/_build/ - -# PyBuilder -.pybuilder/ -target/ - -# Jupyter Notebook -.ipynb_checkpoints - -# IPython -profile_default/ -ipython_config.py - -# pyenv -# For a library or package, you might want to ignore these files since the code is -# intended to run in multiple environments; otherwise, check them in: -# .python-version - -# pipenv -# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. -# However, in case of collaboration, if having platform-specific dependencies or dependencies -# having no cross-platform support, pipenv may install dependencies that don't work, or not -# install all needed dependencies. -#Pipfile.lock - -# poetry -# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. -# This is especially recommended for binary packages to ensure reproducibility, and is more -# commonly ignored for libraries. -# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control -#poetry.lock - -# pdm -# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. -#pdm.lock -# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it -# in version control. -# https://pdm.fming.dev/#use-with-ide -.pdm.toml - -# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm -__pypackages__/ - -# Celery stuff -celerybeat-schedule -celerybeat.pid - -# SageMath parsed files -*.sage.py - -# Environments -.venv -env/ -venv/ -ENV/ -env.bak/ -venv.bak/ - -#Data -data/ - -# Spyder project settings -.spyderproject -.spyproject - -# Rope project settings -.ropeproject - -# mkdocs documentation -/site - -# mypy -.mypy_cache/ -.dmypy.json -dmypy.json - -# Pyre type checker -.pyre/ - -# pytype static type analyzer -.pytype/ - -# Cython debug symbols -cython_debug/ - -# PyCharm -# JetBrains specific template is maintained in a separate JetBrains.gitignore that can -# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore -# and can be added to the global gitignore or merged into this file. For a more nuclear -# option (not recommended) you can uncomment the following to ignore the entire idea folder. -#.idea/ - -# End of https://www.toptal.com/developers/gitignore/api/django - -# Created by https://www.toptal.com/developers/gitignore/api/nextjs -# Edit at https://www.toptal.com/developers/gitignore?templates=nextjs - -### NextJS ### -# dependencies -/node_modules -/.pnp -.pnp.js - -# testing -/coverage - -# next.js -/.next/ -/out/ - -# production -/build - -# misc -.DS_Store -*.pem - -# debug -npm-debug.log* -yarn-debug.log* -yarn-error.log* -.pnpm-debug.log* - -# local env files -.env*.local - -# vercel -.vercel - -# typescript -*.tsbuildinfo -next-env.d.ts - -# End of https://www.toptal.com/developers/gitignore/api/nextjs +backend/api/old_models.py +backend/csvs_database/ +backend/.venv/ +backend/Presenation.zip +backend/admin/ +backend/.env +.vscode +backend/django_extensions/ \ No newline at end of file diff --git a/src/backend/.dockerignore b/src/backend/.dockerignore index a96bcc1..feeb5bc 100644 --- a/src/backend/.dockerignore +++ b/src/backend/.dockerignore @@ -11,6 +11,8 @@ logs/* **/.DS_Store **/__pycache__ **/.venv +**/*venv +**/**venv **/.classpath **/.dockerignore **/.git diff --git a/src/backend/Dockerfile b/src/backend/Dockerfile index 221e09e..f4da19c 100644 --- a/src/backend/Dockerfile +++ b/src/backend/Dockerfile @@ -16,15 +16,15 @@ RUN adduser \ RUN apt-get update && apt-get install RUN apt-get -y install libpq-dev gcc -COPY requirements.txt requirements.txt +COPY backend/src/backend/requirements.txt requirements.txt RUN --mount=type=cache,target=/root/.cache/pip pip install -r requirements.txt # Copy the source code into the container. -COPY . . +COPY ./backend/src/backend/. . -# Collect Django static files +# # Collect Django static files RUN python manage.py collectstatic --noinput -RUN chmod -R 777 /app +RUN chmod -R 755 /app # Switch to the non-privileged user to run the application. USER appuser @@ -32,4 +32,4 @@ USER appuser # Expose the port that the application listens on. EXPOSE 8000 -CMD ["gunicorn", "-c", "gunicorn.conf.py", "shift_3_womenpp.wsgi:application"] \ No newline at end of file +CMD ["gunicorn", "-c", "gunicorn/gunicorn.conf.py", "shift_3_womenpp.wsgi:application"] \ No newline at end of file diff --git a/src/backend/Dockerfile_nginx b/src/backend/Dockerfile_nginx new file mode 100644 index 0000000..da6976d --- /dev/null +++ b/src/backend/Dockerfile_nginx @@ -0,0 +1,4 @@ +FROM nginx:1.25 + +RUN rm /etc/nginx/conf.d/default.conf +COPY backend/src/backend/etc/nginx/conf.d/nginx.conf /etc/nginx/nginx.conf \ No newline at end of file diff --git a/src/backend/api/matching_algorithm.py b/src/backend/api/matching_algorithm.py index 338995e..788186e 100644 --- a/src/backend/api/matching_algorithm.py +++ b/src/backend/api/matching_algorithm.py @@ -1,6 +1,7 @@ from typing import List import torch from sklearn.metrics.pairwise import cosine_similarity +from api.models import Jobs, Candidates def get_free_text_match( @@ -34,3 +35,5 @@ def get_free_text_match( torch.tensor([[1,0,0]]), torch.tensor([[-1,0,0]]), ))==-1) + + diff --git a/src/backend/api/migrations/0001_initial.py b/src/backend/api/migrations/0001_initial.py index 41ede04..4604268 100644 --- a/src/backend/api/migrations/0001_initial.py +++ b/src/backend/api/migrations/0001_initial.py @@ -1,5 +1,6 @@ -# Generated by Django 4.2.5 on 2023-10-06 01:17 +# Generated by Django 4.2.5 on 2023-10-28 20:17 +import api.models from django.db import migrations, models import django.db.models.deletion @@ -56,47 +57,79 @@ class Migration(migrations.Migration): 'managed': False, }, ), + migrations.CreateModel( + name='RefreshTokens', + fields=[ + ('instance_id', models.UUIDField(blank=True, null=True)), + ('id', models.BigAutoField(primary_key=True, serialize=False)), + ('token', models.CharField(blank=True, max_length=255, null=True, unique=True)), + ('user_id', models.CharField(blank=True, max_length=255, null=True)), + ('revoked', models.BooleanField(blank=True, null=True)), + ('created_at', models.DateTimeField(blank=True, null=True)), + ('updated_at', models.DateTimeField(blank=True, null=True)), + ('parent', models.CharField(blank=True, max_length=255, null=True)), + ('session_id', models.UUIDField()), + ], + options={ + 'db_table': '"auth"."refresh_tokens"', + 'db_table_comment': 'Auth: Store of tokens used to refresh JWT tokens once they expire.', + 'managed': False, + }, + ), migrations.CreateModel( name='Associations', fields=[ ('association_id', models.AutoField(primary_key=True, serialize=False)), - ('name', models.CharField(verbose_name=255)), - ('url_homepage', models.CharField(verbose_name=255)), + ('supabase_authenticaiton_uuid', models.UUIDField()), + ('name', models.CharField(max_length=255)), + ('url_homepage', models.CharField(max_length=255)), ('main_focus', models.TextField(blank=True, null=True)), ('logo_url', models.CharField(blank=True, null=True)), ('created_at', models.DateTimeField(auto_now_add=True)), + ('first_name', models.CharField(blank=True, null=True)), + ('last_name', models.CharField(blank=True, null=True)), + ('preferred_name', models.CharField(blank=True, null=True)), ], options={ 'db_table': 'associations', }, ), + migrations.CreateModel( + name='AvailableCompanyDomains', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('domain', models.CharField(max_length=255)), + ], + ), migrations.CreateModel( name='Candidates', fields=[ ('candidate_id', models.AutoField(primary_key=True, serialize=False)), - ('supabase_authenticaiton_uuid', models.UUIDField()), + ('supabase_authenticaiton_uuid', models.UUIDField(blank=True, null=True)), ('first_name', models.CharField(max_length=255)), ('last_name', models.CharField(max_length=255)), ('preferred_name', models.CharField(blank=True, max_length=255, null=True)), - ('values_text', models.TextField(blank=True, db_comment='Values is what is important to me, what I would like to see in the company I work for', null=True)), - ('related_experience', models.TextField(blank=True, null=True)), - ('desired_job', models.CharField(blank=True, max_length=255, null=True)), - ('personality_description', models.TextField(blank=True, null=True)), - ('street_address', models.CharField(blank=True, max_length=255, null=True)), - ('house_number', models.CharField(blank=True, max_length=20, null=True)), - ('postal_code', models.IntegerField(blank=True, null=True)), - ('city', models.CharField(blank=True, max_length=255, null=True)), - ('phone_number_region', models.IntegerField(blank=True, null=True)), - ('phone_number', models.IntegerField(blank=True, null=True)), - ('email_adress', models.CharField(max_length=255)), + ('about_me', models.TextField(blank=True, null=True)), + ('industry', models.CharField(blank=True, max_length=255, null=True)), + ('experience', models.TextField(blank=True, null=True)), + ('github', models.CharField(blank=True, max_length=255, null=True)), + ('linkedin', models.CharField(blank=True, max_length=255, null=True)), ('birth_date', models.DateField(blank=True, null=True)), + ('education', models.CharField(blank=True, max_length=255, null=True)), + ('location_city', models.CharField(blank=True, max_length=255, null=True)), + ('hard_skills', models.TextField(blank=True, null=True)), + ('languages', models.CharField(blank=True, max_length=255, null=True)), + ('soft_skills', models.TextField(blank=True, null=True)), + ('gender', models.CharField(blank=True, max_length=255, null=True)), + ('ethnicity', models.IntegerField(blank=True, null=True)), + ('aboutme_experinece_embedded', models.TextField(blank=True, null=True)), + ('email', models.CharField(blank=True, max_length=255, null=True)), + ('date_of_birth', models.DateField(blank=True, null=True)), ('notice_period_months', models.IntegerField(blank=True, null=True)), - ('file_cv', models.FileField(blank=True, null=True, upload_to='cvs/')), - ('preferred_work_id', models.IntegerField(blank=True, null=True)), - ('accepted_privacy', models.BooleanField()), - ('skip_tutorial', models.BooleanField(default=False)), - ('last_update', models.DateTimeField(auto_now=True)), - ('created_at', models.DateTimeField(auto_now_add=True)), + ('accepted_privacy', models.BooleanField(blank=True, default=True, null=True)), + ('skip_tutorial', models.BooleanField(blank=True, default=False, null=True)), + ('last_update', models.DateTimeField(auto_now=True, null=True)), + ('created_at', models.DateTimeField(auto_now_add=True, null=True)), ], options={ 'db_table': 'candidates', @@ -115,11 +148,14 @@ class Migration(migrations.Migration): migrations.CreateModel( name='Companies', fields=[ - ('company_id', models.AutoField(primary_key=True, serialize=False)), + ('id', models.AutoField(primary_key=True, serialize=False)), + ('name', models.CharField(max_length=255)), + ('supabase_authenticaiton_uuid', models.UUIDField(blank=True, null=True)), ('values', models.TextField(blank=True, db_comment='Values is what is important to the company', null=True)), - ('main_contact_first_name', models.CharField()), - ('main_contact_last_name', models.CharField()), - ('main_contact_email', models.CharField()), + ('first_name', models.CharField(blank=True, null=True)), + ('last_name', models.CharField(blank=True, null=True)), + ('preferred_name', models.CharField(blank=True, null=True)), + ('email_adress', models.CharField(blank=True, null=True)), ('main_contact_region_code', models.IntegerField(blank=True, null=True)), ('main_contact_phone_number', models.IntegerField(blank=True, null=True)), ('linkedin_url', models.CharField(blank=True, null=True)), @@ -127,7 +163,7 @@ class Migration(migrations.Migration): ('accepted_privacy', models.BooleanField(blank=True, null=True)), ('skip_tutorial', models.BooleanField(blank=True, null=True)), ('created_at', models.DateTimeField(auto_now_add=True)), - ('invited_by', models.ForeignKey(db_column='invited_by', db_comment='association id', on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations')), + ('invited_by', models.ForeignKey(blank=True, db_column='invited_by', db_comment='association id', null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations')), ], options={ 'db_table': 'companies', @@ -138,8 +174,8 @@ class Migration(migrations.Migration): fields=[ ('contry_id', models.AutoField(primary_key=True, serialize=False)), ('country_name_in_english', models.CharField(max_length=255)), - ('country_name_in_native_language', models.CharField(max_length=255)), - ('country_it_code', models.CharField(max_length=255)), + ('country_name_in_native_language', models.CharField(blank=True, max_length=255, null=True)), + ('country_it_code', models.CharField(blank=True, max_length=255, null=True)), ], options={ 'db_table': 'countries', @@ -149,13 +185,22 @@ class Migration(migrations.Migration): name='Jobs', fields=[ ('job_id', models.AutoField(primary_key=True, serialize=False)), - ('company_id', models.IntegerField()), - ('job_description', models.TextField()), - ('open', models.BooleanField()), - ('role_id', models.IntegerField()), + ('job_title', models.CharField(blank=True, max_length=255, null=True)), + ('location', models.CharField(blank=True, max_length=255, null=True)), + ('industry', models.CharField(blank=True, max_length=255, null=True)), + ('raw_description', models.TextField(blank=True, null=True)), + ('values', models.TextField(blank=True, null=True)), + ('website', models.CharField(blank=True, max_length=255, null=True)), + ('job_description', models.TextField(blank=True, null=True)), + ('soft_skills', models.TextField(blank=True, null=True)), + ('hard_skills', models.TextField(blank=True, null=True)), + ('languages', models.TextField(blank=True, null=True)), + ('open', models.BooleanField(blank=True, default=True, null=True)), + ('description_embedded', models.TextField(blank=True, null=True)), ('last_day_to_apply', models.DateField(blank=True, null=True)), ('closed_at', models.DateTimeField(blank=True, null=True)), - ('created_at', models.DateTimeField(auto_now_add=True)), + ('created_at', models.DateTimeField(auto_now_add=True, null=True)), + ('company', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, to='api.companies')), ], options={ 'db_table': 'jobs', @@ -251,6 +296,15 @@ class Migration(migrations.Migration): 'db_table': 'status', }, ), + migrations.CreateModel( + name='SupabaseIdToUserIds', + fields=[ + ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), + ('supabase_authenticaiton_uuid', models.UUIDField()), + ('user_id', models.IntegerField(blank=True, null=True)), + ('role', models.CharField(max_length=255)), + ], + ), migrations.CreateModel( name='WorkModels', fields=[ @@ -335,8 +389,18 @@ class Migration(migrations.Migration): ), migrations.AddField( model_name='jobs', - name='subsidiary', - field=models.ForeignKey(on_delete=django.db.models.deletion.DO_NOTHING, to='api.subsidiaries'), + name='hard_skill_test_matching', + field=models.ManyToManyField(to='api.skills'), + ), + migrations.AddField( + model_name='jobs', + name='location_country', + field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.countries'), + ), + migrations.AddField( + model_name='jobs', + name='soft_skill_test_matching', + field=models.ManyToManyField(to='api.softskills'), ), migrations.CreateModel( name='Invitation', @@ -355,7 +419,7 @@ class Migration(migrations.Migration): name='Initiatives', fields=[ ('initiative_id', models.AutoField(primary_key=True, serialize=False)), - ('name', models.CharField(verbose_name=255)), + ('name', models.CharField(max_length=255)), ('description', models.TextField(blank=True, null=True)), ('date', models.DateField(blank=True, null=True)), ('initiative_url', models.CharField(blank=True, null=True)), @@ -380,15 +444,16 @@ class Migration(migrations.Migration): name='CompanyUsers', fields=[ ('company_user_id', models.AutoField(primary_key=True, serialize=False)), - ('company_user_designation', models.CharField(blank=True, null=True)), - ('company_user_first_name', models.CharField(blank=True, null=True)), - ('company_user_last_name', models.CharField(blank=True, null=True)), - ('company_preferred_name', models.CharField(blank=True, null=True)), - ('company_user_email', models.CharField(blank=True, null=True)), - ('company_user_phone_number_region', models.IntegerField(blank=True, null=True)), - ('company_user_phone_number', models.IntegerField(blank=True, null=True)), + ('supabase_authenticaiton_uuid', models.UUIDField()), + ('designation', models.CharField(blank=True, null=True)), + ('first_name', models.CharField(blank=True, null=True)), + ('last_name', models.CharField(blank=True, null=True)), + ('preferred_name', models.CharField(blank=True, null=True)), + ('email_adress', models.CharField(blank=True, null=True)), + ('hone_number_region', models.IntegerField(blank=True, null=True)), + ('hone_number', models.IntegerField(blank=True, null=True)), ('avatart_url', models.CharField(blank=True, null=True)), - ('company_user_role', models.IntegerField(blank=True, db_comment='Is there a need for RBAC?', null=True)), + ('role_inside_company', models.IntegerField(blank=True, db_comment='Is there a need for RBAC?', null=True)), ('created_at', models.DateTimeField(auto_now_add=True)), ('subsidiary', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.subsidiaries')), ], @@ -425,7 +490,7 @@ class Migration(migrations.Migration): name='CandidatesDocuments', fields=[ ('file_id', models.AutoField(primary_key=True, serialize=False)), - ('file_name', models.FileField(upload_to='candidates_documents/')), + ('file', models.FileField(upload_to=api.models.CandidatesDocuments.allocate_to_candidate_folder)), ('description', models.CharField(blank=True, max_length=255, null=True)), ('created_at', models.DateTimeField(auto_now_add=True)), ('candidate', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, to='api.candidates')), @@ -448,27 +513,27 @@ class Migration(migrations.Migration): ), migrations.AddField( model_name='candidates', - name='country', - field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.countries'), + name='hard_skill_test_matching', + field=models.ManyToManyField(to='api.skills'), ), migrations.AddField( model_name='candidates', name='invited_by', - field=models.ForeignKey(db_column='invited_by', db_comment='association id', on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations'), + field=models.ForeignKey(blank=True, db_column='invited_by', db_comment='association id', null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations'), ), migrations.AddField( model_name='candidates', - name='preferred_work_model', - field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.workmodels'), + name='last_country', + field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.countries'), ), migrations.AddField( model_name='candidates', - name='status', - field=models.ForeignKey(blank=True, db_comment='looking for a job, open to oferings, etc', null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.status'), + name='soft_skill_test_matching', + field=models.ManyToManyField(to='api.softskills'), ), migrations.AddField( model_name='candidates', - name='work_permit', + name='work_permission_CH', field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.workpermits'), ), migrations.CreateModel( @@ -497,14 +562,15 @@ class Migration(migrations.Migration): name='AssociationUsers', fields=[ ('association_user_id', models.AutoField(primary_key=True, serialize=False)), - ('association_user_designation', models.CharField(blank=True, null=True)), - ('association_user_first_name', models.CharField(blank=True, null=True)), - ('association_user_last_name', models.CharField(blank=True, null=True)), - ('association_user_preferred_name', models.CharField(blank=True, null=True)), - ('association_user_email', models.CharField(blank=True, null=True)), - ('association_user_phone_number_region', models.IntegerField(blank=True, null=True)), - ('association_user_phone_number', models.IntegerField(blank=True, null=True)), - ('association_user_role', models.IntegerField(blank=True, db_comment='Is there a need for RBAC?', null=True)), + ('supabase_authenticaiton_uuid', models.UUIDField()), + ('designation', models.CharField(blank=True, null=True)), + ('first_name', models.CharField(blank=True, null=True)), + ('last_name', models.CharField(blank=True, null=True)), + ('preferred_name', models.CharField(blank=True, null=True)), + ('email_adress', models.CharField(blank=True, null=True)), + ('phone_number_region', models.IntegerField(blank=True, null=True)), + ('phone_number', models.IntegerField(blank=True, null=True)), + ('role_inside_association', models.IntegerField(blank=True, db_comment='Is there a need for RBAC?', null=True)), ('created_at', models.DateTimeField(auto_now_add=True)), ('association', models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations')), ], diff --git a/src/backend/api/migrations/0002_alter_associations_name_and_more.py b/src/backend/api/migrations/0002_alter_associations_name_and_more.py deleted file mode 100644 index 8f3302d..0000000 --- a/src/backend/api/migrations/0002_alter_associations_name_and_more.py +++ /dev/null @@ -1,34 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-06 09:53 - -import api.models -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0001_initial'), - ] - - operations = [ - migrations.AlterField( - model_name='associations', - name='name', - field=models.CharField(max_length=255), - ), - migrations.AlterField( - model_name='associations', - name='url_homepage', - field=models.CharField(max_length=255), - ), - migrations.AlterField( - model_name='candidatesdocuments', - name='file_name', - field=models.FileField(upload_to=api.models.CandidatesDocuments.allocate_to_candidate_folder), - ), - migrations.AlterField( - model_name='initiatives', - name='name', - field=models.CharField(max_length=255), - ), - ] diff --git a/src/backend/api/migrations/0003_rename_file_name_candidatesdocuments_file.py b/src/backend/api/migrations/0003_rename_file_name_candidatesdocuments_file.py deleted file mode 100644 index 9205e88..0000000 --- a/src/backend/api/migrations/0003_rename_file_name_candidatesdocuments_file.py +++ /dev/null @@ -1,18 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-06 10:30 - -from django.db import migrations - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0002_alter_associations_name_and_more'), - ] - - operations = [ - migrations.RenameField( - model_name='candidatesdocuments', - old_name='file_name', - new_name='file', - ), - ] diff --git a/src/backend/api/migrations/0004_resfreshtoken.py b/src/backend/api/migrations/0004_resfreshtoken.py deleted file mode 100644 index fc4786c..0000000 --- a/src/backend/api/migrations/0004_resfreshtoken.py +++ /dev/null @@ -1,26 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-10 00:07 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0003_rename_file_name_candidatesdocuments_file'), - ] - - operations = [ - migrations.CreateModel( - name='ResfreshToken', - fields=[ - ('id', models.IntegerField(primary_key=True, serialize=False)), - ('token', models.CharField(max_length=255)), - ('session_id', models.UUIDField()), - ], - options={ - 'db_table': '"auth"."refresh_token"', - 'db_table_comment': 'Auth: Stores users refresh tokens.', - 'managed': False, - }, - ), - ] diff --git a/src/backend/api/migrations/0005_refreshtokens_delete_resfreshtoken.py b/src/backend/api/migrations/0005_refreshtokens_delete_resfreshtoken.py deleted file mode 100644 index 24f9845..0000000 --- a/src/backend/api/migrations/0005_refreshtokens_delete_resfreshtoken.py +++ /dev/null @@ -1,34 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-10 00:13 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0004_resfreshtoken'), - ] - - operations = [ - migrations.CreateModel( - name='RefreshTokens', - fields=[ - ('instance_id', models.UUIDField(blank=True, null=True)), - ('id', models.BigAutoField(primary_key=True, serialize=False)), - ('token', models.CharField(blank=True, max_length=255, null=True, unique=True)), - ('user_id', models.CharField(blank=True, max_length=255, null=True)), - ('revoked', models.BooleanField(blank=True, null=True)), - ('created_at', models.DateTimeField(blank=True, null=True)), - ('updated_at', models.DateTimeField(blank=True, null=True)), - ('parent', models.CharField(blank=True, max_length=255, null=True)), - ], - options={ - 'db_table': '"auth"."refresh_token"', - 'db_table_comment': 'Auth: Store of tokens used to refresh JWT tokens once they expire.', - 'managed': False, - }, - ), - migrations.DeleteModel( - name='ResfreshToken', - ), - ] diff --git a/src/backend/api/migrations/0006_sessions.py b/src/backend/api/migrations/0006_sessions.py deleted file mode 100644 index 3bfe667..0000000 --- a/src/backend/api/migrations/0006_sessions.py +++ /dev/null @@ -1,29 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-10 00:15 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0005_refreshtokens_delete_resfreshtoken'), - ] - - operations = [ - migrations.CreateModel( - name='Sessions', - fields=[ - ('id', models.UUIDField(primary_key=True, serialize=False)), - ('created_at', models.DateTimeField(blank=True, null=True)), - ('updated_at', models.DateTimeField(blank=True, null=True)), - ('factor_id', models.UUIDField(blank=True, null=True)), - ('aal', models.TextField(blank=True, null=True)), - ('not_after', models.DateTimeField(blank=True, db_comment='Auth: Not after is a nullable column that contains a timestamp after which the session should be regarded as expired.', null=True)), - ], - options={ - 'db_table': '"auth"."sessions"', - 'db_table_comment': 'Auth: Stores session data associated to a user.', - 'managed': False, - }, - ), - ] diff --git a/src/backend/api/migrations/0007_delete_sessions.py b/src/backend/api/migrations/0007_delete_sessions.py deleted file mode 100644 index e4c8cdf..0000000 --- a/src/backend/api/migrations/0007_delete_sessions.py +++ /dev/null @@ -1,16 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-10 00:24 - -from django.db import migrations - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0006_sessions'), - ] - - operations = [ - migrations.DeleteModel( - name='Sessions', - ), - ] diff --git a/src/backend/api/migrations/0008_alter_refreshtokens_table.py b/src/backend/api/migrations/0008_alter_refreshtokens_table.py deleted file mode 100644 index fc78e8d..0000000 --- a/src/backend/api/migrations/0008_alter_refreshtokens_table.py +++ /dev/null @@ -1,17 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-10 00:25 - -from django.db import migrations - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0007_delete_sessions'), - ] - - operations = [ - migrations.AlterModelTable( - name='refreshtokens', - table='"auth"."refresh_tokens"', - ), - ] diff --git a/src/backend/api/migrations/0009_associations_supabase_authenticaiton_uuid_and_more.py b/src/backend/api/migrations/0009_associations_supabase_authenticaiton_uuid_and_more.py deleted file mode 100644 index 2ff99d7..0000000 --- a/src/backend/api/migrations/0009_associations_supabase_authenticaiton_uuid_and_more.py +++ /dev/null @@ -1,37 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-10 23:48 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0008_alter_refreshtokens_table'), - ] - - operations = [ - migrations.AddField( - model_name='associations', - name='supabase_authenticaiton_uuid', - field=models.UUIDField(default='18b7fa5b-12b5-4405-adae-418618d4a3e6'), - preserve_default=False, - ), - migrations.AddField( - model_name='associationusers', - name='supabase_authenticaiton_uuid', - field=models.UUIDField(default='18b7fa5b-12b5-4405-adae-418618d4a3e6'), - preserve_default=False, - ), - migrations.AddField( - model_name='companies', - name='supabase_authenticaiton_uuid', - field=models.UUIDField(default='18b7fa5b-12b5-4405-adae-418618d4a3e6'), - preserve_default=False, - ), - migrations.AddField( - model_name='companyusers', - name='supabase_authenticaiton_uuid', - field=models.UUIDField(default='18b7fa5b-12b5-4405-adae-418618d4a3e6'), - preserve_default=False, - ), - ] diff --git a/src/backend/api/migrations/0010_supabaseidtouserids.py b/src/backend/api/migrations/0010_supabaseidtouserids.py deleted file mode 100644 index c3c3eec..0000000 --- a/src/backend/api/migrations/0010_supabaseidtouserids.py +++ /dev/null @@ -1,22 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-11 00:13 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0009_associations_supabase_authenticaiton_uuid_and_more'), - ] - - operations = [ - migrations.CreateModel( - name='SupabaseIdToUserIds', - fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('supabase_authenticaiton_uuid', models.UUIDField()), - ('user_id', models.IntegerField()), - ('role', models.CharField(max_length=255)), - ], - ), - ] diff --git a/src/backend/api/migrations/0011_alter_supabaseidtouserids_user_id.py b/src/backend/api/migrations/0011_alter_supabaseidtouserids_user_id.py deleted file mode 100644 index c1b7950..0000000 --- a/src/backend/api/migrations/0011_alter_supabaseidtouserids_user_id.py +++ /dev/null @@ -1,18 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-11 00:24 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0010_supabaseidtouserids'), - ] - - operations = [ - migrations.AlterField( - model_name='supabaseidtouserids', - name='user_id', - field=models.IntegerField(blank=True, null=True), - ), - ] diff --git a/src/backend/api/migrations/0012_alter_countries_country_it_code_and_more.py b/src/backend/api/migrations/0012_alter_countries_country_it_code_and_more.py deleted file mode 100644 index 956d7e3..0000000 --- a/src/backend/api/migrations/0012_alter_countries_country_it_code_and_more.py +++ /dev/null @@ -1,23 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-11 18:07 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0011_alter_supabaseidtouserids_user_id'), - ] - - operations = [ - migrations.AlterField( - model_name='countries', - name='country_it_code', - field=models.CharField(blank=True, max_length=255, null=True), - ), - migrations.AlterField( - model_name='countries', - name='country_name_in_native_language', - field=models.CharField(blank=True, max_length=255, null=True), - ), - ] diff --git a/src/backend/api/migrations/0013_rename_association_user_designation_associationusers_designation_and_more.py b/src/backend/api/migrations/0013_rename_association_user_designation_associationusers_designation_and_more.py deleted file mode 100644 index bc83e1a..0000000 --- a/src/backend/api/migrations/0013_rename_association_user_designation_associationusers_designation_and_more.py +++ /dev/null @@ -1,93 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-12 13:35 - -from django.db import migrations - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0012_alter_countries_country_it_code_and_more'), - ] - - operations = [ - migrations.RenameField( - model_name='associationusers', - old_name='association_user_designation', - new_name='designation', - ), - migrations.RenameField( - model_name='associationusers', - old_name='association_user_email', - new_name='email', - ), - migrations.RenameField( - model_name='associationusers', - old_name='association_user_first_name', - new_name='first_name', - ), - migrations.RenameField( - model_name='associationusers', - old_name='association_user_last_name', - new_name='last_name', - ), - migrations.RenameField( - model_name='associationusers', - old_name='association_user_phone_number', - new_name='phone_number', - ), - migrations.RenameField( - model_name='associationusers', - old_name='association_user_phone_number_region', - new_name='phone_number_region', - ), - migrations.RenameField( - model_name='associationusers', - old_name='association_user_preferred_name', - new_name='preferred_name', - ), - migrations.RenameField( - model_name='associationusers', - old_name='association_user_role', - new_name='role_inside_association', - ), - migrations.RenameField( - model_name='companyusers', - old_name='company_preferred_name', - new_name='designation', - ), - migrations.RenameField( - model_name='companyusers', - old_name='company_user_designation', - new_name='email', - ), - migrations.RenameField( - model_name='companyusers', - old_name='company_user_email', - new_name='first_name', - ), - migrations.RenameField( - model_name='companyusers', - old_name='company_user_phone_number', - new_name='hone_number', - ), - migrations.RenameField( - model_name='companyusers', - old_name='company_user_phone_number_region', - new_name='hone_number_region', - ), - migrations.RenameField( - model_name='companyusers', - old_name='company_user_first_name', - new_name='last_name', - ), - migrations.RenameField( - model_name='companyusers', - old_name='company_user_last_name', - new_name='preferred_name', - ), - migrations.RenameField( - model_name='companyusers', - old_name='company_user_role', - new_name='role_inside_company', - ), - ] diff --git a/src/backend/api/migrations/0014_rename_email_associationusers_email_adress_and_more.py b/src/backend/api/migrations/0014_rename_email_associationusers_email_adress_and_more.py deleted file mode 100644 index 268923f..0000000 --- a/src/backend/api/migrations/0014_rename_email_associationusers_email_adress_and_more.py +++ /dev/null @@ -1,23 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-12 14:59 - -from django.db import migrations - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0013_rename_association_user_designation_associationusers_designation_and_more'), - ] - - operations = [ - migrations.RenameField( - model_name='associationusers', - old_name='email', - new_name='email_adress', - ), - migrations.RenameField( - model_name='companies', - old_name='main_contact_email', - new_name='email_adress', - ), - ] diff --git a/src/backend/api/migrations/0015_alter_candidates_accepted_privacy_and_more.py b/src/backend/api/migrations/0015_alter_candidates_accepted_privacy_and_more.py deleted file mode 100644 index 334c0de..0000000 --- a/src/backend/api/migrations/0015_alter_candidates_accepted_privacy_and_more.py +++ /dev/null @@ -1,23 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-12 15:06 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0014_rename_email_associationusers_email_adress_and_more'), - ] - - operations = [ - migrations.AlterField( - model_name='candidates', - name='accepted_privacy', - field=models.BooleanField(blank=True, null=True), - ), - migrations.AlterField( - model_name='candidates', - name='skip_tutorial', - field=models.BooleanField(blank=True, default=False, null=True), - ), - ] diff --git a/src/backend/api/migrations/0016_alter_companies_invited_by.py b/src/backend/api/migrations/0016_alter_companies_invited_by.py deleted file mode 100644 index 7419977..0000000 --- a/src/backend/api/migrations/0016_alter_companies_invited_by.py +++ /dev/null @@ -1,19 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-12 15:09 - -from django.db import migrations, models -import django.db.models.deletion - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0015_alter_candidates_accepted_privacy_and_more'), - ] - - operations = [ - migrations.AlterField( - model_name='companies', - name='invited_by', - field=models.ForeignKey(blank=True, db_column='invited_by', db_comment='association id', null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations'), - ), - ] diff --git a/src/backend/api/migrations/0017_alter_candidates_invited_by.py b/src/backend/api/migrations/0017_alter_candidates_invited_by.py deleted file mode 100644 index b485da2..0000000 --- a/src/backend/api/migrations/0017_alter_candidates_invited_by.py +++ /dev/null @@ -1,19 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-12 15:12 - -from django.db import migrations, models -import django.db.models.deletion - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0016_alter_companies_invited_by'), - ] - - operations = [ - migrations.AlterField( - model_name='candidates', - name='invited_by', - field=models.ForeignKey(blank=True, db_column='invited_by', db_comment='association id', null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.associations'), - ), - ] diff --git a/src/backend/api/migrations/0018_availablecompanydomains.py b/src/backend/api/migrations/0018_availablecompanydomains.py deleted file mode 100644 index d625937..0000000 --- a/src/backend/api/migrations/0018_availablecompanydomains.py +++ /dev/null @@ -1,20 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-12 18:14 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0017_alter_candidates_invited_by'), - ] - - operations = [ - migrations.CreateModel( - name='AvailableCompanyDomains', - fields=[ - ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')), - ('domain', models.CharField(max_length=255)), - ], - ), - ] diff --git a/src/backend/api/migrations/0019_rename_email_companyusers_email_adress.py b/src/backend/api/migrations/0019_rename_email_companyusers_email_adress.py deleted file mode 100644 index b9aa1fa..0000000 --- a/src/backend/api/migrations/0019_rename_email_companyusers_email_adress.py +++ /dev/null @@ -1,18 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-12 18:22 - -from django.db import migrations - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0018_availablecompanydomains'), - ] - - operations = [ - migrations.RenameField( - model_name='companyusers', - old_name='email', - new_name='email_adress', - ), - ] diff --git a/src/backend/api/migrations/0020_rename_personality_description_candidates_about_me_and_more.py b/src/backend/api/migrations/0020_rename_personality_description_candidates_about_me_and_more.py deleted file mode 100644 index ac72478..0000000 --- a/src/backend/api/migrations/0020_rename_personality_description_candidates_about_me_and_more.py +++ /dev/null @@ -1,240 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-20 12:46 - -from django.db import migrations, models -import django.db.models.deletion - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0019_rename_email_companyusers_email_adress'), - ] - - operations = [ - migrations.RenameField( - model_name='candidates', - old_name='personality_description', - new_name='about_me', - ), - migrations.RenameField( - model_name='candidates', - old_name='email_adress', - new_name='email', - ), - migrations.RenameField( - model_name='candidates', - old_name='related_experience', - new_name='experience', - ), - migrations.RenameField( - model_name='candidates', - old_name='city', - new_name='location_city', - ), - migrations.RenameField( - model_name='candidates', - old_name='work_permit', - new_name='work_permission_CH', - ), - migrations.RemoveField( - model_name='candidates', - name='country', - ), - migrations.RemoveField( - model_name='candidates', - name='desired_job', - ), - migrations.RemoveField( - model_name='candidates', - name='file_cv', - ), - migrations.RemoveField( - model_name='candidates', - name='house_number', - ), - migrations.RemoveField( - model_name='candidates', - name='phone_number', - ), - migrations.RemoveField( - model_name='candidates', - name='phone_number_region', - ), - migrations.RemoveField( - model_name='candidates', - name='postal_code', - ), - migrations.RemoveField( - model_name='candidates', - name='preferred_work_id', - ), - migrations.RemoveField( - model_name='candidates', - name='preferred_work_model', - ), - migrations.RemoveField( - model_name='candidates', - name='status', - ), - migrations.RemoveField( - model_name='candidates', - name='street_address', - ), - migrations.RemoveField( - model_name='candidates', - name='values_text', - ), - migrations.RemoveField( - model_name='jobs', - name='company_id', - ), - migrations.RemoveField( - model_name='jobs', - name='role_id', - ), - migrations.RemoveField( - model_name='jobs', - name='subsidiary', - ), - migrations.AddField( - model_name='candidates', - name='date_of_birth', - field=models.DateField(blank=True, null=True), - ), - migrations.AddField( - model_name='candidates', - name='education', - field=models.CharField(blank=True, max_length=255, null=True), - ), - migrations.AddField( - model_name='candidates', - name='ethnicity', - field=models.IntegerField(blank=True, null=True), - ), - migrations.AddField( - model_name='candidates', - name='gender', - field=models.CharField(blank=True, max_length=255, null=True), - ), - migrations.AddField( - model_name='candidates', - name='github', - field=models.CharField(blank=True, max_length=255, null=True), - ), - migrations.AddField( - model_name='candidates', - name='hard_skills', - field=models.CharField(blank=True, max_length=255, null=True), - ), - migrations.AddField( - model_name='candidates', - name='industry', - field=models.CharField(blank=True, max_length=255, null=True), - ), - migrations.AddField( - model_name='candidates', - name='languages', - field=models.CharField(blank=True, max_length=255, null=True), - ), - migrations.AddField( - model_name='candidates', - name='last_country', - field=models.ForeignKey(default=227, on_delete=django.db.models.deletion.DO_NOTHING, to='api.countries'), - preserve_default=False, - ), - migrations.AddField( - model_name='candidates', - name='linkedin', - field=models.CharField(blank=True, max_length=255, null=True), - ), - migrations.AddField( - model_name='candidates', - name='soft_skills', - field=models.TextField(default=['']), - preserve_default=False, - ), - migrations.AddField( - model_name='jobs', - name='company', - field=models.ForeignKey(default=1, on_delete=django.db.models.deletion.CASCADE, to='api.companies'), - preserve_default=False, - ), - migrations.AddField( - model_name='jobs', - name='industry', - field=models.CharField(default='None', max_length=255), - preserve_default=False, - ), - migrations.AddField( - model_name='jobs', - name='job_title', - field=models.CharField(default='None', max_length=255), - preserve_default=False, - ), - migrations.AddField( - model_name='jobs', - name='location', - field=models.CharField(default='None', max_length=255), - preserve_default=False, - ), - migrations.AddField( - model_name='jobs', - name='location_country', - field=models.ForeignKey(default=227, on_delete=django.db.models.deletion.DO_NOTHING, to='api.countries'), - preserve_default=False, - ), - migrations.AddField( - model_name='jobs', - name='raw_description', - field=models.TextField(default='None'), - preserve_default=False, - ), - migrations.AddField( - model_name='jobs', - name='skills', - field=models.TextField(default='None'), - preserve_default=False, - ), - migrations.AddField( - model_name='jobs', - name='values', - field=models.TextField(default='None'), - preserve_default=False, - ), - migrations.AddField( - model_name='jobs', - name='website', - field=models.CharField(default='None', max_length=255), - preserve_default=False, - ), - migrations.AlterField( - model_name='candidates', - name='accepted_privacy', - field=models.BooleanField(blank=True, default=True, null=True), - ), - migrations.AlterField( - model_name='companies', - name='email_adress', - field=models.CharField(blank=True, null=True), - ), - migrations.AlterField( - model_name='companies', - name='main_contact_first_name', - field=models.CharField(blank=True, null=True), - ), - migrations.AlterField( - model_name='companies', - name='main_contact_last_name', - field=models.CharField(blank=True, null=True), - ), - migrations.AlterField( - model_name='companies', - name='supabase_authenticaiton_uuid', - field=models.UUIDField(blank=True, null=True), - ), - migrations.AlterField( - model_name='jobs', - name='open', - field=models.BooleanField(default=True), - ), - ] diff --git a/src/backend/api/migrations/0021_alter_candidates_hard_skills.py b/src/backend/api/migrations/0021_alter_candidates_hard_skills.py deleted file mode 100644 index f90e7c7..0000000 --- a/src/backend/api/migrations/0021_alter_candidates_hard_skills.py +++ /dev/null @@ -1,18 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-20 12:53 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0020_rename_personality_description_candidates_about_me_and_more'), - ] - - operations = [ - migrations.AlterField( - model_name='candidates', - name='hard_skills', - field=models.TextField(), - ), - ] diff --git a/src/backend/api/migrations/0022_alter_candidates_hard_skills.py b/src/backend/api/migrations/0022_alter_candidates_hard_skills.py deleted file mode 100644 index 6a6e0c1..0000000 --- a/src/backend/api/migrations/0022_alter_candidates_hard_skills.py +++ /dev/null @@ -1,18 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-20 12:54 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0021_alter_candidates_hard_skills'), - ] - - operations = [ - migrations.AlterField( - model_name='candidates', - name='hard_skills', - field=models.TextField(blank=True, null=True), - ), - ] diff --git a/src/backend/api/migrations/0023_alter_candidates_supabase_authenticaiton_uuid.py b/src/backend/api/migrations/0023_alter_candidates_supabase_authenticaiton_uuid.py deleted file mode 100644 index ec8f2ac..0000000 --- a/src/backend/api/migrations/0023_alter_candidates_supabase_authenticaiton_uuid.py +++ /dev/null @@ -1,18 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-20 13:01 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0022_alter_candidates_hard_skills'), - ] - - operations = [ - migrations.AlterField( - model_name='candidates', - name='supabase_authenticaiton_uuid', - field=models.UUIDField(blank=True, null=True), - ), - ] diff --git a/src/backend/api/migrations/0024_alter_candidates_last_update.py b/src/backend/api/migrations/0024_alter_candidates_last_update.py deleted file mode 100644 index 283d9af..0000000 --- a/src/backend/api/migrations/0024_alter_candidates_last_update.py +++ /dev/null @@ -1,18 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-20 13:02 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0023_alter_candidates_supabase_authenticaiton_uuid'), - ] - - operations = [ - migrations.AlterField( - model_name='candidates', - name='last_update', - field=models.DateTimeField(auto_now=True, null=True), - ), - ] diff --git a/src/backend/api/migrations/0025_alter_candidates_created_at.py b/src/backend/api/migrations/0025_alter_candidates_created_at.py deleted file mode 100644 index 619bfe7..0000000 --- a/src/backend/api/migrations/0025_alter_candidates_created_at.py +++ /dev/null @@ -1,18 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-20 13:02 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0024_alter_candidates_last_update'), - ] - - operations = [ - migrations.AlterField( - model_name='candidates', - name='created_at', - field=models.DateTimeField(auto_now_add=True, null=True), - ), - ] diff --git a/src/backend/api/migrations/0026_rename_company_id_companies_id_companies_name.py b/src/backend/api/migrations/0026_rename_company_id_companies_id_companies_name.py deleted file mode 100644 index 68a7e7b..0000000 --- a/src/backend/api/migrations/0026_rename_company_id_companies_id_companies_name.py +++ /dev/null @@ -1,24 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-20 20:12 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0025_alter_candidates_created_at'), - ] - - operations = [ - migrations.RenameField( - model_name='companies', - old_name='company_id', - new_name='id', - ), - migrations.AddField( - model_name='companies', - name='name', - field=models.CharField(default='', max_length=255), - preserve_default=False, - ), - ] diff --git a/src/backend/api/migrations/0027_rename_skills_jobs_hard_skills_jobs_languages_and_more.py b/src/backend/api/migrations/0027_rename_skills_jobs_hard_skills_jobs_languages_and_more.py deleted file mode 100644 index 5a5570b..0000000 --- a/src/backend/api/migrations/0027_rename_skills_jobs_hard_skills_jobs_languages_and_more.py +++ /dev/null @@ -1,35 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-20 20:20 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0026_rename_company_id_companies_id_companies_name'), - ] - - operations = [ - migrations.RenameField( - model_name='jobs', - old_name='skills', - new_name='hard_skills', - ), - migrations.AddField( - model_name='jobs', - name='languages', - field=models.TextField(default=['']), - preserve_default=False, - ), - migrations.AddField( - model_name='jobs', - name='soft_skills', - field=models.TextField(default=['']), - preserve_default=False, - ), - migrations.AlterField( - model_name='jobs', - name='created_at', - field=models.DateTimeField(auto_now_add=True, null=True), - ), - ] diff --git a/src/backend/api/migrations/0028_alter_jobs_company_alter_jobs_hard_skills_and_more.py b/src/backend/api/migrations/0028_alter_jobs_company_alter_jobs_hard_skills_and_more.py deleted file mode 100644 index 2118f4e..0000000 --- a/src/backend/api/migrations/0028_alter_jobs_company_alter_jobs_hard_skills_and_more.py +++ /dev/null @@ -1,79 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-20 20:24 - -from django.db import migrations, models -import django.db.models.deletion - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0027_rename_skills_jobs_hard_skills_jobs_languages_and_more'), - ] - - operations = [ - migrations.AlterField( - model_name='jobs', - name='company', - field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.CASCADE, to='api.companies'), - ), - migrations.AlterField( - model_name='jobs', - name='hard_skills', - field=models.TextField(blank=True, null=True), - ), - migrations.AlterField( - model_name='jobs', - name='industry', - field=models.CharField(blank=True, max_length=255, null=True), - ), - migrations.AlterField( - model_name='jobs', - name='job_description', - field=models.TextField(blank=True, null=True), - ), - migrations.AlterField( - model_name='jobs', - name='job_title', - field=models.CharField(blank=True, max_length=255, null=True), - ), - migrations.AlterField( - model_name='jobs', - name='languages', - field=models.TextField(blank=True, null=True), - ), - migrations.AlterField( - model_name='jobs', - name='location', - field=models.CharField(blank=True, max_length=255, null=True), - ), - migrations.AlterField( - model_name='jobs', - name='location_country', - field=models.ForeignKey(blank=True, null=True, on_delete=django.db.models.deletion.DO_NOTHING, to='api.countries'), - ), - migrations.AlterField( - model_name='jobs', - name='open', - field=models.BooleanField(blank=True, default=True, null=True), - ), - migrations.AlterField( - model_name='jobs', - name='raw_description', - field=models.TextField(blank=True, null=True), - ), - migrations.AlterField( - model_name='jobs', - name='soft_skills', - field=models.TextField(blank=True, null=True), - ), - migrations.AlterField( - model_name='jobs', - name='values', - field=models.TextField(blank=True, null=True), - ), - migrations.AlterField( - model_name='jobs', - name='website', - field=models.CharField(blank=True, max_length=255, null=True), - ), - ] diff --git a/src/backend/api/migrations/0029_candidates_hard_skill_test_matching_and_more.py b/src/backend/api/migrations/0029_candidates_hard_skill_test_matching_and_more.py deleted file mode 100644 index 7a96956..0000000 --- a/src/backend/api/migrations/0029_candidates_hard_skill_test_matching_and_more.py +++ /dev/null @@ -1,33 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-23 08:18 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0028_alter_jobs_company_alter_jobs_hard_skills_and_more'), - ] - - operations = [ - migrations.AddField( - model_name='candidates', - name='hard_skill_test_matching', - field=models.ManyToManyField(to='api.skills'), - ), - migrations.AddField( - model_name='candidates', - name='soft_skill_test_matching', - field=models.ManyToManyField(to='api.softskills'), - ), - migrations.AddField( - model_name='jobs', - name='hard_skill_test_matching', - field=models.ManyToManyField(to='api.skills'), - ), - migrations.AddField( - model_name='jobs', - name='soft_skill_test_matching', - field=models.ManyToManyField(to='api.softskills'), - ), - ] diff --git a/src/backend/api/migrations/0030_associations_first_name_associations_last_name_and_more.py b/src/backend/api/migrations/0030_associations_first_name_associations_last_name_and_more.py deleted file mode 100644 index d6fb2e6..0000000 --- a/src/backend/api/migrations/0030_associations_first_name_associations_last_name_and_more.py +++ /dev/null @@ -1,28 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-24 11:58 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0029_candidates_hard_skill_test_matching_and_more'), - ] - - operations = [ - migrations.AddField( - model_name='associations', - name='first_name', - field=models.CharField(blank=True, null=True), - ), - migrations.AddField( - model_name='associations', - name='last_name', - field=models.CharField(blank=True, null=True), - ), - migrations.AddField( - model_name='associations', - name='preferred_name', - field=models.CharField(blank=True, null=True), - ), - ] diff --git a/src/backend/api/migrations/0031_rename_main_contact_first_name_companies_first_name_and_more.py b/src/backend/api/migrations/0031_rename_main_contact_first_name_companies_first_name_and_more.py deleted file mode 100644 index 5b36b0b..0000000 --- a/src/backend/api/migrations/0031_rename_main_contact_first_name_companies_first_name_and_more.py +++ /dev/null @@ -1,28 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-24 13:25 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0030_associations_first_name_associations_last_name_and_more'), - ] - - operations = [ - migrations.RenameField( - model_name='companies', - old_name='main_contact_first_name', - new_name='first_name', - ), - migrations.RenameField( - model_name='companies', - old_name='main_contact_last_name', - new_name='last_name', - ), - migrations.AddField( - model_name='companies', - name='preferred_name', - field=models.CharField(blank=True, null=True), - ), - ] diff --git a/src/backend/api/migrations/0032_candidates_aboutme_embedded_and_more.py b/src/backend/api/migrations/0032_candidates_aboutme_embedded_and_more.py deleted file mode 100644 index 36404d7..0000000 --- a/src/backend/api/migrations/0032_candidates_aboutme_embedded_and_more.py +++ /dev/null @@ -1,28 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-25 12:20 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0031_rename_main_contact_first_name_companies_first_name_and_more'), - ] - - operations = [ - migrations.AddField( - model_name='candidates', - name='aboutme_embedded', - field=models.TextField(blank=True, null=True), - ), - migrations.AddField( - model_name='candidates', - name='experience_abedded', - field=models.TextField(blank=True, null=True), - ), - migrations.AddField( - model_name='jobs', - name='description_embedded', - field=models.TextField(blank=True, null=True), - ), - ] diff --git a/src/backend/api/migrations/0032_skills_skill_new_col.py b/src/backend/api/migrations/0032_skills_skill_new_col.py deleted file mode 100644 index cdf8028..0000000 --- a/src/backend/api/migrations/0032_skills_skill_new_col.py +++ /dev/null @@ -1,19 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-25 08:48 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0031_rename_main_contact_first_name_companies_first_name_and_more'), - ] - - operations = [ - migrations.AddField( - model_name='skills', - name='skill_new_col', - field=models.CharField(default='some string', max_length=255), - preserve_default=False, - ), - ] diff --git a/src/backend/api/migrations/0033_remove_skills_skill_new_col.py b/src/backend/api/migrations/0033_remove_skills_skill_new_col.py deleted file mode 100644 index e5ecc3a..0000000 --- a/src/backend/api/migrations/0033_remove_skills_skill_new_col.py +++ /dev/null @@ -1,17 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-25 08:55 - -from django.db import migrations - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0032_skills_skill_new_col'), - ] - - operations = [ - migrations.RemoveField( - model_name='skills', - name='skill_new_col', - ), - ] diff --git a/src/backend/api/migrations/0033_rename_aboutme_embedded_candidates_aboutme_experinece_embedded_and_more.py b/src/backend/api/migrations/0033_rename_aboutme_embedded_candidates_aboutme_experinece_embedded_and_more.py deleted file mode 100644 index 46408c8..0000000 --- a/src/backend/api/migrations/0033_rename_aboutme_embedded_candidates_aboutme_experinece_embedded_and_more.py +++ /dev/null @@ -1,42 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-27 05:19 - -from django.db import migrations, models -import django.db.models.deletion - - -class Migration(migrations.Migration): - dependencies = [ - ("api", "0032_candidates_aboutme_embedded_and_more"), - ] - - operations = [ - migrations.RenameField( - model_name="candidates", - old_name="aboutme_embedded", - new_name="aboutme_experinece_embedded", - ), - migrations.RemoveField( - model_name="candidates", - name="experience_abedded", - ), - migrations.AlterField( - model_name="candidates", - name="email", - field=models.CharField(blank=True, max_length=255, null=True), - ), - migrations.AlterField( - model_name="candidates", - name="last_country", - field=models.ForeignKey( - blank=True, - null=True, - on_delete=django.db.models.deletion.DO_NOTHING, - to="api.countries", - ), - ), - migrations.AlterField( - model_name="candidates", - name="soft_skills", - field=models.TextField(blank=True, null=True), - ), - ] diff --git a/src/backend/api/migrations/0034_candidates_aboutme_experinece_embedded_and_more.py b/src/backend/api/migrations/0034_candidates_aboutme_experinece_embedded_and_more.py deleted file mode 100644 index 34625b0..0000000 --- a/src/backend/api/migrations/0034_candidates_aboutme_experinece_embedded_and_more.py +++ /dev/null @@ -1,18 +0,0 @@ -# Generated by Django 4.2.5 on 2023-10-26 15:57 - -from django.db import migrations, models - - -class Migration(migrations.Migration): - - dependencies = [ - ('api', '0033_remove_skills_skill_new_col'), - ] - - operations = [ - migrations.AddField( - model_name='candidates', - name='aboutme_experinece_embedded', - field=models.TextField(blank=True, null=True), - ), - ] diff --git a/src/backend/api/models.py b/src/backend/api/models.py index 0f1e9c7..3614ac8 100644 --- a/src/backend/api/models.py +++ b/src/backend/api/models.py @@ -9,6 +9,88 @@ DEFAULT_MAX_LENGTH = 255 + +class LanguagesProficiency(models.Model): + language_proficiency_id = models.AutoField(primary_key=True) + language_proficiency_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) + + class Meta: + db_table = "languages_proficiency" + + def __str__(self): + return self.language_proficiency_name + + +class Languages(models.Model): + language_id = models.AutoField(primary_key=True) + language_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) + + class Meta: + db_table = "languages" + + def __str__(self): + return self.language_name + +class LanguagesWithProficiency(models.Model): + name = models.ForeignKey(Languages, on_delete=models.CASCADE) + proficiency = models.ForeignKey(LanguagesProficiency, on_delete=models.CASCADE) + + def __str__(self): + return self.name.__str__() + " - " + self.proficiency.__str__() + +class WorkModels(models.Model): + preferred_work_model_id = models.AutoField(primary_key=True) + preferred_work_model_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) + + class Meta: + db_table = "work_models" + + def __str__(self): + return self.preferred_work_model_name + + +class Associations(models.Model): + association_id = models.AutoField(primary_key=True) + supabase_authenticaiton_uuid = models.UUIDField() + name = models.CharField(max_length=DEFAULT_MAX_LENGTH) + url_homepage = models.CharField(max_length=DEFAULT_MAX_LENGTH) + main_focus = models.TextField(blank=True, null=True) + logo_url = models.CharField(blank=True, null=True) + created_at = models.DateTimeField(auto_now_add=True) + + first_name = models.CharField(blank=True, null=True) + last_name = models.CharField(blank=True, null=True) + preferred_name = models.CharField(blank=True, null=True) + + class Meta: + db_table = "associations" + +class Initiatives(models.Model): + initiative_id = models.AutoField(primary_key=True) + association = models.ForeignKey(Associations, models.DO_NOTHING) + name = models.CharField(max_length=DEFAULT_MAX_LENGTH) + description = models.TextField(blank=True, null=True) + date = models.DateField(blank=True, null=True) + initiative_url = models.CharField(blank=True, null=True) + + class Meta: + db_table = "initiatives" + + def __str__(self): + return self.name + + +# class CanditatesInitiatives(models.Model): +# canditates_initiatives_id = models.AutoField(primary_key=True) +# candidate = models.ForeignKey(Candidates, models.DO_NOTHING) +# initiative = models.ForeignKey("Initiatives", models.DO_NOTHING) +# approved = models.BooleanField(blank=True, null=True) +# requested = models.BooleanField(blank=True, null=True) + +# class Meta: +# db_table = "canditates_initiatives" + + class Skills(models.Model): skill_id = models.AutoField(primary_key=True) skill_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) @@ -53,22 +135,6 @@ class Meta: db_table = "association_users" -class Associations(models.Model): - association_id = models.AutoField(primary_key=True) - supabase_authenticaiton_uuid = models.UUIDField() - name = models.CharField(max_length=DEFAULT_MAX_LENGTH) - url_homepage = models.CharField(max_length=DEFAULT_MAX_LENGTH) - main_focus = models.TextField(blank=True, null=True) - logo_url = models.CharField(blank=True, null=True) - created_at = models.DateTimeField(auto_now_add=True) - - first_name = models.CharField(blank=True, null=True) - last_name = models.CharField(blank=True, null=True) - preferred_name = models.CharField(blank=True, null=True) - - class Meta: - db_table = "associations" - class Candidates(models.Model): candidate_id = models.AutoField(primary_key=True) @@ -81,9 +147,10 @@ class Candidates(models.Model): about_me = models.TextField(blank=True, null=True) industry = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) experience = models.TextField(blank=True, null=True) - # preferred_work_model = models.ForeignKey( - # "WorkModels", models.DO_NOTHING, blank=True, null=True - # ) + Initiatives = models.ManyToManyField(Initiatives) + preferred_work_model = models.ForeignKey( + "WorkModels", models.DO_NOTHING, blank=True, null=True + ) work_permission_CH = models.ForeignKey( "WorkPermits", models.DO_NOTHING, blank=True, null=True @@ -100,10 +167,13 @@ class Candidates(models.Model): ) hard_skills = models.TextField(blank=True, null=True) languages = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + languages_linked = models.ManyToManyField(LanguagesWithProficiency) soft_skills = models.TextField(blank=True, null=True) gender = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) ethnicity = models.IntegerField(blank=True, null=True) aboutme_experinece_embedded = models.TextField(blank=True, null=True) + phone_number = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + wanted_job_title = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) # experience_abedded = models.TextField(blank=True, null=True) # desired_job = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) @@ -128,7 +198,6 @@ class Candidates(models.Model): # db_comment="looking for a job, open to oferings, etc", # ) # file_cv = models.FileField(upload_to="cvs/", blank=True, null=True) - # preferred_work_id = models.IntegerField(blank=True, null=True) invited_by = models.ForeignKey( Associations, models.DO_NOTHING, @@ -208,16 +277,6 @@ class Meta: db_table = "candidates_associations" -class CanditatesInitiatives(models.Model): - canditates_initiatives_id = models.AutoField(primary_key=True) - candidate = models.ForeignKey(Candidates, models.DO_NOTHING) - initiative = models.ForeignKey("Initiatives", models.DO_NOTHING) - approved = models.BooleanField(blank=True, null=True) - requested = models.BooleanField(blank=True, null=True) - - class Meta: - db_table = "canditates_initiatives" - class Invitation(models.Model): invitation_id = models.AutoField(primary_key=True) @@ -238,16 +297,6 @@ class Meta: db_table = "invitation" -class Initiatives(models.Model): - initiative_id = models.AutoField(primary_key=True) - association = models.ForeignKey(Associations, models.DO_NOTHING) - name = models.CharField(max_length=DEFAULT_MAX_LENGTH) - description = models.TextField(blank=True, null=True) - date = models.DateField(blank=True, null=True) - initiative_url = models.CharField(blank=True, null=True) - - class Meta: - db_table = "initiatives" class Companies(models.Model): @@ -303,7 +352,7 @@ class CompanyUsers(models.Model): class Meta: db_table = "company_users" - + class Jobs(models.Model): job_id = models.AutoField(primary_key=True) company = models.ForeignKey("Companies", models.CASCADE, blank=True, null=True) @@ -321,6 +370,9 @@ class Jobs(models.Model): hard_skills = models.TextField(blank=True, null=True) languages = models.TextField(blank=True, null=True) open = models.BooleanField(default=True, blank=True, null=True) + work_model = models.ForeignKey(WorkModels, on_delete=models.CASCADE) + + soft_skill_test_matching = models.ManyToManyField(SoftSkills) hard_skill_test_matching = models.ManyToManyField(Skills) @@ -328,6 +380,9 @@ class Jobs(models.Model): last_day_to_apply = models.DateField(blank=True, null=True) closed_at = models.DateTimeField(blank=True, null=True) + start_date = models.DateField(blank=True, null=True) + job_type = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) + created_at = models.DateTimeField(auto_now_add=True, blank=True, null=True) @property @@ -499,20 +554,7 @@ class Meta: db_table = "desired_work_location_candidate" -class Languages(models.Model): - language_id = models.AutoField(primary_key=True) - language_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) - - class Meta: - db_table = "languages" - - -class LanguagesProficiency(models.Model): - language_proficiency_id = models.AutoField(primary_key=True) - language_proficiency_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) - class Meta: - db_table = "languages_proficiency" class ListValues(models.Model): @@ -570,13 +612,6 @@ class Meta: db_table = "values_candidates" -class WorkModels(models.Model): - preferred_work_model_id = models.AutoField(primary_key=True) - preferred_work_model_name = models.CharField(max_length=DEFAULT_MAX_LENGTH) - - class Meta: - db_table = "work_models" - class WorkPermits(models.Model): work_permit_id = models.AutoField(primary_key=True) diff --git a/src/backend/api/routers.py b/src/backend/api/routers.py index b92b48c..346e6ff 100644 --- a/src/backend/api/routers.py +++ b/src/backend/api/routers.py @@ -6,37 +6,37 @@ # Define list - replace my_api_view with any view class that subclasses DRF's APIView (including Login, Logout views e.g. django-rest-knox) singleViews = [ { - "route": "api/login/", + "route": "login/", "view": LoginView.as_view(), "name": "login", }, { - "route": "api/signup/", + "route": "signup/", "view": SignupView.as_view(), "name": "signup", }, { - "route": "api/recover/", + "route": "recover/", "view": RecoverView.as_view(), "name": "recover", }, { - "route": "api/logout/", + "route": "logout/", "view": LogoutView.as_view(), "name": "logout", }, { - "route": "api/invite/", + "route": "invite/", "view": InviteView.as_view(), "name": "invite", }, { - "route": "api/verify/", + "route": "verify/", "view": SignupView.as_view(), "name": "invite", }, { - "route": "api/company_jobs/", + "route": "company_jobs/", "view": CompanyJobsViewSet.as_view({"get": "list"}), "name": "companyJobs", }, @@ -45,23 +45,23 @@ # Normal router setup, including list and registering ViewSets router = APIRouter(singleViews=singleViews) -router.register(r"api/company_domains", AvailableCompanyDomainsViewSet) -router.register(r"api/associations", AssociationsViewSet) -router.register(r"api/auth_users", AuthUserViewSet) -router.register(r"api/candidates", CandidatesViewSet) -router.register(r"api/cantons", CantonsViewSet) -router.register(r"api/companies", CompaniesViewSet) -router.register(r"api/cantons", CantonsViewSet) -router.register(r"api/countries", CountriesViewSet) -router.register(r"api/invitations", InvitationsViewSet) -router.register(r"api/jobs", JobsViewSet) -router.register(r"api/languages", LanguagesViewSet) -router.register(r"api/languages_proficiencies", LanguagesProficiencyViewSet) -router.register(r"api/personalities", PersonalitiesViewSet) -router.register(r"api/skills", SkillsViewSet) -router.register(r"api/softskills", SoftSkillsViewSet) -router.register(r"api/status", StatusViewSet) -router.register(r"api/values", ListValuesViewSet) -router.register(r"api/work_models", WorkModelsViewSet) -router.register(r"api/work_permits", WorkPermitsViewSet) -router.register(r"api/files", FileViewSet) +router.register(r"company_domains", AvailableCompanyDomainsViewSet) +router.register(r"associations", AssociationsViewSet) +router.register(r"auth_users", AuthUserViewSet) +router.register(r"candidates", CandidatesViewSet) +router.register(r"cantons", CantonsViewSet) +router.register(r"companies", CompaniesViewSet) +router.register(r"cantons", CantonsViewSet) +router.register(r"countries", CountriesViewSet) +router.register(r"invitations", InvitationsViewSet) +router.register(r"jobs", JobsViewSet) +router.register(r"languages", LanguagesViewSet) +router.register(r"languages_proficiencies", LanguagesProficiencyViewSet) +router.register(r"personalities", PersonalitiesViewSet) +router.register(r"skills", SkillsViewSet) +router.register(r"softskills", SoftSkillsViewSet) +router.register(r"status", StatusViewSet) +router.register(r"values", ListValuesViewSet) +router.register(r"work_models", WorkModelsViewSet) +router.register(r"work_permits", WorkPermitsViewSet) +router.register(r"files", FileViewSet) diff --git a/src/backend/api/serializers.py b/src/backend/api/serializers.py index 660c101..9e4994b 100644 --- a/src/backend/api/serializers.py +++ b/src/backend/api/serializers.py @@ -11,6 +11,24 @@ ) + +class LanguagesProficiencySerializer(serializers.ModelSerializer): + class Meta: + model = models.LanguagesProficiency + fields = "__all__" + + def to_representation(self, instance): + return instance.language_proficiency_name + + +class LanguagesSerializer(serializers.ModelSerializer): + class Meta: + model = models.Languages + fields = "__all__" + + def to_representation(self, instance): + return instance.language_name + class AuthUserSerializer(serializers.HyperlinkedModelSerializer): class Meta: model = AuthUsers @@ -61,6 +79,19 @@ class Meta: def to_representation(self, value): return value.soft_skill_name +class LanguagesWithProficiencyNamesSerializer(serializers.PrimaryKeyRelatedField): + queryset = models.LanguagesWithProficiency.objects.all() + name = LanguagesSerializer() + proficiency = LanguagesProficiencySerializer() + + class Meta: + model = models.LanguagesWithProficiency + fields = "__all__" + + def to_representation(self, value): + print(value) + return {"name": value.name.__str__(), "proficieny": value.proficiency.__str__()} + class CandidatesSerializer(serializers.ModelSerializer): hard_skills = HardSkillsNamesSerializer( @@ -74,6 +105,12 @@ class CandidatesSerializer(serializers.ModelSerializer): "get_matches", read_only=True, source="matches" ) + Initiatives = serializers.StringRelatedField(many=True, read_only=True) + preferred_work_model = serializers.StringRelatedField(read_only=True) + languages = LanguagesWithProficiencyNamesSerializer( + source="languages_linked", many=True + ) + class Meta: model = models.Candidates exclude = ( @@ -114,16 +151,7 @@ def get_matches(self, instance): return generate_match_output(match_percentages, instance) -class LanguagesSerializer(serializers.HyperlinkedModelSerializer): - class Meta: - model = models.Languages - fields = "__all__" - -class LanguagesProficiencySerializer(serializers.HyperlinkedModelSerializer): - class Meta: - model = models.LanguagesProficiency - fields = "__all__" class InvitationSerializer(serializers.HyperlinkedModelSerializer): diff --git a/src/backend/shift_3_womenpp/settings.py b/src/backend/shift_3_womenpp/settings.py index eb33a8b..3464c5d 100644 --- a/src/backend/shift_3_womenpp/settings.py +++ b/src/backend/shift_3_womenpp/settings.py @@ -17,12 +17,14 @@ from dotenv import find_dotenv, load_dotenv ENV_FILE = find_dotenv(raise_error_if_not_found=True) + load_dotenv(ENV_FILE) environ["DOC_EXPANSION"] = "none" # Build paths inside the project like this: BASE_DIR / 'subdir'. BASE_DIR = Path(__file__).resolve().parent.parent +STATIC_ROOT = path.join(BASE_DIR, "static/") # Build folder for logging if not path.exists("logs"): @@ -57,7 +59,6 @@ "corsheaders", # Internal apps "api", - # Admin overhaul ] MIDDLEWARE = [ @@ -98,6 +99,7 @@ "DEFAULT_AUTHENTICATION_CLASSES": ( "api.authentication_services.CustomTokenAuthentication", ), + "TEST_REQUEST_DEFAULT_FORMAT": "json", } @@ -126,6 +128,17 @@ "PORT": getenv("POSTGRES_PORT"), "OPTIONS": {"connect_timeout": 5, "options": "-c search_path=auth"}, }, + "test": { + "ENGINE": "django.db.backends.postgresql", + "NAME": getenv("POSTGRES_DB_NAME"), + "USER": getenv("POSTGRES_USER_NAME"), + "PASSWORD": getenv("POSTGRES_PASSWORD"), + "HOST": getenv("POSTGRES_HOST"), + "PORT": getenv("POSTGRES_PORT"), + "OPTIONS": { + "connect_timeout": 5, + }, + }, } @@ -198,6 +211,7 @@ "http://localhost:8000", # for localhost (Developlemt) "http://192.168.0.50:8000", # for network (Development) "https://nextjsapp-iwghenktca-ew.a.run.app", # Deployed app + # "https://localhost:80", ) CSRF_TRUSTED_ORIGINS = [ @@ -206,6 +220,7 @@ "http://localhost:8000", # for localhost (Developlemt) "http://192.168.0.50:8000", # for network (Development) "https://nextjsapp-iwghenktca-ew.a.run.app", # Deployed app + # "https://localhost:80", ] CORS_ALLOW_HEADERS = [ @@ -225,6 +240,4 @@ # Project parameters -STATIC_ROOT = path.join(BASE_DIR, "static/") - DEFAULT_AUTO_FIELD = "django.db.models.AutoField" diff --git a/src/backend/shift_3_womenpp/urls.py b/src/backend/shift_3_womenpp/urls.py index 5bcbbf1..53692d2 100644 --- a/src/backend/shift_3_womenpp/urls.py +++ b/src/backend/shift_3_womenpp/urls.py @@ -16,8 +16,8 @@ path("admin/", admin.site.urls), path("api-auth/", include("rest_framework.urls", namespace="rest_framework")), path("api/schema/", SpectacularAPIView.as_view(), name="schema"), - path("", SpectacularSwaggerView.as_view(url_name="schema"), name="docs"), - path("", include(api_view_router.urls)), + path("api/", SpectacularSwaggerView.as_view(url_name="schema"), name="docs"), + path("api/", include(api_view_router.urls)), ] urlpatterns += staticfiles_urlpatterns() From 6d6f29e8a3f964fff306c15a9a3d10cd38fce040 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sun, 29 Oct 2023 20:40:10 +0100 Subject: [PATCH 103/138] Update all models and serializers as dicussed with Janice and Tanya --- src/backend/api/models.py | 9 ++++++--- src/backend/api/serializers.py | 15 +++++++++++++++ 2 files changed, 21 insertions(+), 3 deletions(-) diff --git a/src/backend/api/models.py b/src/backend/api/models.py index 3614ac8..9e40661 100644 --- a/src/backend/api/models.py +++ b/src/backend/api/models.py @@ -369,10 +369,8 @@ class Jobs(models.Model): soft_skills = models.TextField(blank=True, null=True) hard_skills = models.TextField(blank=True, null=True) languages = models.TextField(blank=True, null=True) + languages_linked = models.ManyToManyField(Languages) open = models.BooleanField(default=True, blank=True, null=True) - work_model = models.ForeignKey(WorkModels, on_delete=models.CASCADE) - - soft_skill_test_matching = models.ManyToManyField(SoftSkills) hard_skill_test_matching = models.ManyToManyField(Skills) @@ -380,6 +378,8 @@ class Jobs(models.Model): last_day_to_apply = models.DateField(blank=True, null=True) closed_at = models.DateTimeField(blank=True, null=True) + + work_model = models.ForeignKey(WorkModels, on_delete=models.CASCADE) start_date = models.DateField(blank=True, null=True) job_type = models.CharField(max_length=DEFAULT_MAX_LENGTH, blank=True, null=True) @@ -620,6 +620,9 @@ class WorkPermits(models.Model): class Meta: db_table = "work_permits" + def __str__(self) -> str: + return self.type_work_permit + class SupabaseIdToUserIds(models.Model): supabase_authenticaiton_uuid = models.UUIDField() diff --git a/src/backend/api/serializers.py b/src/backend/api/serializers.py index 9e4994b..e49d303 100644 --- a/src/backend/api/serializers.py +++ b/src/backend/api/serializers.py @@ -111,12 +111,20 @@ class CandidatesSerializer(serializers.ModelSerializer): source="languages_linked", many=True ) + work_permission_CH = serializers.StringRelatedField(read_only=True) + + country = CountriesSerializer(source="last_country") + + work_model = serializers.StringRelatedField(many=True, read_only=True) + class Meta: model = models.Candidates exclude = ( "hard_skill_test_matching", "soft_skill_test_matching", "aboutme_experinece_embedded", + "languages_linked", + "last_country" # "experience_abedded", ) many = True @@ -230,14 +238,21 @@ class JobsSerializer(serializers.ModelSerializer): "get_matches", read_only=True, source="matches" ) + languages = LanguagesSerializer( + source="languages_linked", many=True + ) + location_country = CountriesSerializer() + work_model = serializers.StringRelatedField(read_only=True) + class Meta: model = models.Jobs exclude = ( "soft_skill_test_matching", "hard_skill_test_matching", "description_embedded", + "languages_linked" ) many = True From ec71c146216f72104d8cfe773cb0e12c6074adf4 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sun, 29 Oct 2023 20:40:39 +0100 Subject: [PATCH 104/138] a5949b8-deploy From bbb1832432d9c89466a513e6f3a8b74eddf94ff8 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sun, 29 Oct 2023 20:43:49 +0100 Subject: [PATCH 105/138] updated dockerfile -deploy --- src/backend/Dockerfile | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/src/backend/Dockerfile b/src/backend/Dockerfile index f4da19c..221e09e 100644 --- a/src/backend/Dockerfile +++ b/src/backend/Dockerfile @@ -16,15 +16,15 @@ RUN adduser \ RUN apt-get update && apt-get install RUN apt-get -y install libpq-dev gcc -COPY backend/src/backend/requirements.txt requirements.txt +COPY requirements.txt requirements.txt RUN --mount=type=cache,target=/root/.cache/pip pip install -r requirements.txt # Copy the source code into the container. -COPY ./backend/src/backend/. . +COPY . . -# # Collect Django static files +# Collect Django static files RUN python manage.py collectstatic --noinput -RUN chmod -R 755 /app +RUN chmod -R 777 /app # Switch to the non-privileged user to run the application. USER appuser @@ -32,4 +32,4 @@ USER appuser # Expose the port that the application listens on. EXPOSE 8000 -CMD ["gunicorn", "-c", "gunicorn/gunicorn.conf.py", "shift_3_womenpp.wsgi:application"] \ No newline at end of file +CMD ["gunicorn", "-c", "gunicorn.conf.py", "shift_3_womenpp.wsgi:application"] \ No newline at end of file From 25f0f2d12be9a14e4973b7c3c2bdc0232f168930 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sun, 29 Oct 2023 20:46:02 +0100 Subject: [PATCH 106/138] Update build-and-deploy-backend.yaml --- .github/workflows/build-and-deploy-backend.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/build-and-deploy-backend.yaml b/.github/workflows/build-and-deploy-backend.yaml index 509d63f..e526e3a 100644 --- a/.github/workflows/build-and-deploy-backend.yaml +++ b/.github/workflows/build-and-deploy-backend.yaml @@ -38,7 +38,7 @@ jobs: - name: Create .env env: ENV_FILE_BACKEND: ${{ secrets.ENV_FILE_BACKEND }} - run: echo $ENV_FILE_BACKEND | base64 --decode > ./backend/.env + run: echo $ENV_FILE_BACKEND | base64 --decode > ./app/.env - id: docker-push-tagged name: Tag Docker image and push to Google Artifact Registry @@ -64,4 +64,4 @@ jobs: region: ${{ env.REPOSITORY_REGION }} - name: 'Use output' - run: 'curl "${{ steps.deploy.outputs.url }}"' \ No newline at end of file + run: 'curl "${{ steps.deploy.outputs.url }}"' From 8c69f1986439760a277aee3992d230e94e2c2d09 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sun, 29 Oct 2023 20:51:41 +0100 Subject: [PATCH 107/138] Update build-and-deploy-backend.yaml --- .github/workflows/build-and-deploy-backend.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/build-and-deploy-backend.yaml b/.github/workflows/build-and-deploy-backend.yaml index e526e3a..1ee00a3 100644 --- a/.github/workflows/build-and-deploy-backend.yaml +++ b/.github/workflows/build-and-deploy-backend.yaml @@ -38,7 +38,7 @@ jobs: - name: Create .env env: ENV_FILE_BACKEND: ${{ secrets.ENV_FILE_BACKEND }} - run: echo $ENV_FILE_BACKEND | base64 --decode > ./app/.env + run: echo $ENV_FILE_BACKEND | base64 --decode > ./backend/.env - id: docker-push-tagged name: Tag Docker image and push to Google Artifact Registry From 578b0967025102cb67adb8dd6905b9321649f18d Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sun, 29 Oct 2023 20:55:21 +0100 Subject: [PATCH 108/138] Update build-and-deploy-backend.yaml --- .github/workflows/build-and-deploy-backend.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/build-and-deploy-backend.yaml b/.github/workflows/build-and-deploy-backend.yaml index 1ee00a3..c58a7e9 100644 --- a/.github/workflows/build-and-deploy-backend.yaml +++ b/.github/workflows/build-and-deploy-backend.yaml @@ -38,7 +38,7 @@ jobs: - name: Create .env env: ENV_FILE_BACKEND: ${{ secrets.ENV_FILE_BACKEND }} - run: echo $ENV_FILE_BACKEND | base64 --decode > ./backend/.env + run: echo $ENV_FILE_BACKEND | base64 --decode > ./sre/backend/.env - id: docker-push-tagged name: Tag Docker image and push to Google Artifact Registry From eda3d8143a79f4d03dd30c76d976c4d134f4f384 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sun, 29 Oct 2023 20:56:11 +0100 Subject: [PATCH 109/138] Update build-and-deploy-backend.yaml --- .github/workflows/build-and-deploy-backend.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/build-and-deploy-backend.yaml b/.github/workflows/build-and-deploy-backend.yaml index c58a7e9..b66bcc5 100644 --- a/.github/workflows/build-and-deploy-backend.yaml +++ b/.github/workflows/build-and-deploy-backend.yaml @@ -38,7 +38,7 @@ jobs: - name: Create .env env: ENV_FILE_BACKEND: ${{ secrets.ENV_FILE_BACKEND }} - run: echo $ENV_FILE_BACKEND | base64 --decode > ./sre/backend/.env + run: echo $ENV_FILE_BACKEND | base64 --decode > ./src/backend/.env - id: docker-push-tagged name: Tag Docker image and push to Google Artifact Registry From a4fde09e56da26251dbe21386047ab092ef844b4 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sun, 29 Oct 2023 20:58:54 +0100 Subject: [PATCH 110/138] Update build-and-deploy-backend.yaml --- .github/workflows/build-and-deploy-backend.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/build-and-deploy-backend.yaml b/.github/workflows/build-and-deploy-backend.yaml index b66bcc5..a10e809 100644 --- a/.github/workflows/build-and-deploy-backend.yaml +++ b/.github/workflows/build-and-deploy-backend.yaml @@ -47,7 +47,7 @@ jobs: push: true tags: | ${{ env.REPOSITORY_REGION }}-docker.pkg.dev/${{ env.PROJECT_ID }}/${{ env.REPO_NAME }}/${{ env.IMAGE_NAME }}:${{ github.sha }} - context: ./backend + context: ./src/backend - id: 'auth' name: 'Authenticate to Google Cloud' From b81278065474ee90a4bf36e6322984fd7d16a494 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sun, 29 Oct 2023 22:46:57 +0100 Subject: [PATCH 111/138] Fixed login and other single views --- src/backend/api/routers.py | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/src/backend/api/routers.py b/src/backend/api/routers.py index 346e6ff..7813640 100644 --- a/src/backend/api/routers.py +++ b/src/backend/api/routers.py @@ -6,37 +6,37 @@ # Define list - replace my_api_view with any view class that subclasses DRF's APIView (including Login, Logout views e.g. django-rest-knox) singleViews = [ { - "route": "login/", + "route": "api/login/", "view": LoginView.as_view(), "name": "login", }, { - "route": "signup/", + "route": "api/signup/", "view": SignupView.as_view(), "name": "signup", }, { - "route": "recover/", + "route": "api/recover/", "view": RecoverView.as_view(), "name": "recover", }, { - "route": "logout/", + "route": "api/logout/", "view": LogoutView.as_view(), "name": "logout", }, { - "route": "invite/", + "route": "api/invite/", "view": InviteView.as_view(), "name": "invite", }, { - "route": "verify/", + "route": "api/verify/", "view": SignupView.as_view(), "name": "invite", }, { - "route": "company_jobs/", + "route": "api/company_jobs/", "view": CompanyJobsViewSet.as_view({"get": "list"}), "name": "companyJobs", }, From b64b7e7a5c7a65e3e4c7bd1e82543d0a43bd6fbe Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sun, 29 Oct 2023 23:10:17 +0100 Subject: [PATCH 112/138] Saving embeddings as array for easier loading --- src/backend/api/matching_algorithm.py | 8 +++++++- src/backend/api/tokenization_n_embedding.py | 3 ++- 2 files changed, 9 insertions(+), 2 deletions(-) diff --git a/src/backend/api/matching_algorithm.py b/src/backend/api/matching_algorithm.py index 788186e..2216747 100644 --- a/src/backend/api/matching_algorithm.py +++ b/src/backend/api/matching_algorithm.py @@ -1,3 +1,4 @@ +import json from typing import List import torch from sklearn.metrics.pairwise import cosine_similarity @@ -22,11 +23,16 @@ def get_free_text_match( float: a number from -1 to 1 indicating cosine similarity """ + + if (candidate_embeddings) == None or (job_embeddings) == None: return 0 - if type(candidate_embeddings) == str or type(job_embeddings) == str: + if candidate_embeddings == "" or type(job_embeddings) == "": return 0 + + candidate_embeddings = json.loads(candidate_embeddings) + job_embeddings = json.loads(job_embeddings) return cosine_similarity(candidate_embeddings, job_embeddings)[0][0] diff --git a/src/backend/api/tokenization_n_embedding.py b/src/backend/api/tokenization_n_embedding.py index 1de1941..8181488 100644 --- a/src/backend/api/tokenization_n_embedding.py +++ b/src/backend/api/tokenization_n_embedding.py @@ -1,3 +1,4 @@ +import json import torch from typing import List from transformers import AutoTokenizer, AutoModel @@ -43,7 +44,7 @@ def generate_embeddings(text: str, model_name: str=MODEL_NAME) -> List[List]: with torch.no_grad(): text_outputs = model(**text_tokens) text_embeddings = text_outputs.last_hidden_state.mean(dim=1) - return text_embeddings + return json.dumps(text_embeddings.tolist()) if __name__=="__main__": s = "" From 90f7be4d61b3062a7bf133bf5d07a6d419422e00 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sun, 29 Oct 2023 23:11:26 +0100 Subject: [PATCH 113/138] Saving embeddings as array for easier loading (#97) -deploy --- src/backend/api/matching_algorithm.py | 8 +++++++- src/backend/api/tokenization_n_embedding.py | 3 ++- 2 files changed, 9 insertions(+), 2 deletions(-) diff --git a/src/backend/api/matching_algorithm.py b/src/backend/api/matching_algorithm.py index 788186e..2216747 100644 --- a/src/backend/api/matching_algorithm.py +++ b/src/backend/api/matching_algorithm.py @@ -1,3 +1,4 @@ +import json from typing import List import torch from sklearn.metrics.pairwise import cosine_similarity @@ -22,11 +23,16 @@ def get_free_text_match( float: a number from -1 to 1 indicating cosine similarity """ + + if (candidate_embeddings) == None or (job_embeddings) == None: return 0 - if type(candidate_embeddings) == str or type(job_embeddings) == str: + if candidate_embeddings == "" or type(job_embeddings) == "": return 0 + + candidate_embeddings = json.loads(candidate_embeddings) + job_embeddings = json.loads(job_embeddings) return cosine_similarity(candidate_embeddings, job_embeddings)[0][0] diff --git a/src/backend/api/tokenization_n_embedding.py b/src/backend/api/tokenization_n_embedding.py index 1de1941..8181488 100644 --- a/src/backend/api/tokenization_n_embedding.py +++ b/src/backend/api/tokenization_n_embedding.py @@ -1,3 +1,4 @@ +import json import torch from typing import List from transformers import AutoTokenizer, AutoModel @@ -43,7 +44,7 @@ def generate_embeddings(text: str, model_name: str=MODEL_NAME) -> List[List]: with torch.no_grad(): text_outputs = model(**text_tokens) text_embeddings = text_outputs.last_hidden_state.mean(dim=1) - return text_embeddings + return json.dumps(text_embeddings.tolist()) if __name__=="__main__": s = "" From 09c5fd61653b020fb77e8858caaf56fdda16d361 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Sun, 29 Oct 2023 23:30:04 +0100 Subject: [PATCH 114/138] Removed debug statements --- src/backend/api/matching_algorithm.py | 3 +-- src/backend/api/serializers.py | 1 - 2 files changed, 1 insertion(+), 3 deletions(-) diff --git a/src/backend/api/matching_algorithm.py b/src/backend/api/matching_algorithm.py index 2216747..240fe31 100644 --- a/src/backend/api/matching_algorithm.py +++ b/src/backend/api/matching_algorithm.py @@ -23,7 +23,6 @@ def get_free_text_match( float: a number from -1 to 1 indicating cosine similarity """ - if (candidate_embeddings) == None or (job_embeddings) == None: return 0 @@ -34,7 +33,7 @@ def get_free_text_match( candidate_embeddings = json.loads(candidate_embeddings) job_embeddings = json.loads(job_embeddings) - return cosine_similarity(candidate_embeddings, job_embeddings)[0][0] + return cosine_similarity(candidate_embeddings, job_embeddings)[0][0] * 100 if __name__=="__main__": print(int(get_free_text_match( diff --git a/src/backend/api/serializers.py b/src/backend/api/serializers.py index e49d303..d7e5c73 100644 --- a/src/backend/api/serializers.py +++ b/src/backend/api/serializers.py @@ -89,7 +89,6 @@ class Meta: fields = "__all__" def to_representation(self, value): - print(value) return {"name": value.name.__str__(), "proficieny": value.proficiency.__str__()} From 34cc4da990ed94eafd8c6cb51bd2a41b48b54812 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Mon, 30 Oct 2023 00:15:47 +0100 Subject: [PATCH 115/138] backend merge From e86154202726e52db3680e2c8ae9549ac503acd6 Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Mon, 30 Oct 2023 07:15:25 +0100 Subject: [PATCH 116/138] Added tests --- README.md | 166 ++++++++++++++++-------- Shift_enter_.drawio.png | Bin 0 -> 44602 bytes src/backend/tests/test_authetication.py | 100 ++++++++++++++ 3 files changed, 210 insertions(+), 56 deletions(-) create mode 100644 Shift_enter_.drawio.png create mode 100644 src/backend/tests/test_authetication.py diff --git a/README.md b/README.md index 2733202..e0f0f1b 100644 --- a/README.md +++ b/README.md @@ -2,13 +2,14 @@ # SHIFT initative - SHIFT is a pioneering initiative in collaboration between women++ and Powercoders. Recognizing the challenges that underrepresented groups face in the tech industry, this project aims to bridge the gap between these talented individuals and the companies eager to employ them. Access to the app : [Start](https://nextjsapp-iwghenktca-ew.a.run.app/login) ## Table of Contents +- [SHIFT initative](#shift-initative) + - [Table of Contents](#table-of-contents) - [Problem Statement](#problem-statement) - [Opportunity](#opportunity) - [Combat Biais](#combat-biais) @@ -20,23 +21,40 @@ Access to the app : [Start](https://nextjsapp-iwghenktca-ew.a.run.app/login) - [Frontend](#frontend) - [How to Use](#how-to-use) - [Testing](#testing) - - [Deployment](#deployement) - - [UI/UX](#ui/ux) -- [Backend](#backend-api) + - [Deployment](#deployment) + - [Implemented flows](#implemented-flows) + - [Company User Flow](#company-user-flow) + - [Flow Steps](#flow-steps) + - [Candidate User Flow](#candidate-user-flow) + - [Flow Steps](#flow-steps-1) + - [UI/UX](#uiux) + - [Overview](#overview) + - [How to Use](#how-to-use-1) + - [Prototype Structure](#prototype-structure) + - [Key Features](#key-features) + - [Contact Information](#contact-information) + - [Licensing](#licensing) +- [Backend API](#backend-api) + - [Flowchart of the website](#flowchart-of-the-website) + - [Tech stack](#tech-stack-1) - [Getting Started](#getting-started) - - [Setup the CI/CD](#setup-the-CI/CD) + - [To install dependencies](#to-install-dependencies) + - [Environment variables](#environment-variables) + - [Create the DB](#create-the-db) + - [Start a development server](#start-a-development-server) + - [Setup the CI/CD](#setup-the-cicd) - [Files and notable features](#files-and-notable-features) + - [Features](#features) - [Data Science](#data-science) + - [Data Processing Notebooks](#data-processing-notebooks) - [Roadmap](#roadmap) - [Resources](#resources) -- [License](#license) -- [Acknowledgments](#acknowledgments) -# Problem Statement +# Problem Statement Despite the rising numbers of qualified individuals from underrepresented backgrounds in tech, there remains a disparity in their representation in internships and entry-level positions. These individuals often struggle to find suitable employers, and conversely, many tech companies find it challenging to locate such skilled talent -# Opportunity +# Opportunity By joining forces with non-profit organizations championing the cause of diversifying the tech talent pool, SHIFT offers an unique opportunity. It aims to streamline the recruitment process for both companies and prospective employees by creating an exclusive platform tailored for this niche. @@ -46,9 +64,10 @@ By joining forces with non-profit organizations championing the cause of diversi Our Matching algorithm combines different methods (Explained in details in the [backend](#backend-api) section). -The concept is based on extracting the soft and hard skills entered by the candidate, which are then directly compared with the soft and hard skills requested in the job offer. +The concept is based on extracting the soft and hard skills entered by the candidate, which are then directly compared with the soft and hard skills requested in the job offer. We then perform a semantic comparison of the free text of the candidate's profile (Values, experience) with the text of the job advert. -Finally, we average the scores obtained when comparing the texts with the following weightings: +Finally, we average the scores obtained when comparing the texts with the following weightings: + - 20% soft skills - 20% hard skills - 60% free text @@ -59,26 +78,25 @@ The results are displayed in descending order, from the most important match (di ## Frontend Solution -We have chosen to blur out information that could lead to bias, such as the profile photo or place of study, so that companies can appreciate the skills and values that are important to them when recruiting. +We have chosen to blur out information that could lead to bias, such as the profile photo or place of study, so that companies can appreciate the skills and values that are important to them when recruiting. -However, we wanted to give companies the freedom to 'unblur' this information if they wished. In fact, we didn't want to block all access to sensitive information, because we assume that the platform has an educational role above all, and its role is simply to enable companies to become aware of any biases they might have, in a fun way. +However, we wanted to give companies the freedom to 'unblur' this information if they wished. In fact, we didn't want to block all access to sensitive information, because we assume that the platform has an educational role above all, and its role is simply to enable companies to become aware of any biases they might have, in a fun way. We have therefore designed informative tooltips for these functions to challenge users and make them think about their actions on the platform. -# Contributors +# Contributors - Martina Babinska, Frontend - [Github](https://github.com/Corrigan14) - [Linkedin](https://www.linkedin.com/in/martina-babinska-32369a140/) - Patricia Wintrebert, Data Science - [Github](https://github.com/patw47) - [Linkedin](https://www.linkedin.com/in/patriciawintrebert/) - Janice Shaw, Frontend - [Github](https://github.com/JaniceShaw) - [Linkedin](https://www.linkedin.com/in/janice-shaw/) - Tanya Golubev, Data Science - [Github](https://github.com/golubevtanya) - [Linkedin](https://www.linkedin.com/in/golubevtanya/) - Diana Campos - UI/UX - [Linkedin](https://www.linkedin.com/in/dikmpos105/) -- Guilherme Kruger, Backend - [Github](https://github.com/krugergui) +- Guilherme Kruger, Backend - [Github](https://github.com/krugergui) - Paras Shah, Project Management [Linkedin](https://www.linkedin.com/in/pshah78/) For further development please contact XX -# Tech Stack - +# Tech Stack ![Python](https://img.shields.io/badge/python-3670A0?style=for-the-badge&logo=python&logoColor=ffdd54) ![DjangoREST](https://img.shields.io/badge/DJANGO-REST-ff1709?style=for-the-badge&logo=django&logoColor=white&color=ff1709&labelColor=gray) @@ -90,12 +108,11 @@ For further development please contact XX ![Docker](https://img.shields.io/badge/docker-%230db7ed.svg?style=for-the-badge&logo=docker&logoColor=white) ![GitHub Actions](https://img.shields.io/badge/github%20actions-%232671E5.svg?style=for-the-badge&logo=githubactions&logoColor=white) - - # Files Structure +# Files Structure To do - # Frontend +# Frontend This is a [Next.js](https://nextjs.org/) project bootstrapped using [`create-next-app`](https://github.com/vercel/next.js/tree/canary/packages/create-next-app) with Material UI installed. @@ -107,6 +124,7 @@ To learn more:[Next.js documentation](https://nextjs.org/docs) - learn about Nex Before you begin, make sure you have Node.js installed. You can download it from [Node.js server](https://nodejs.org/en) Install the necessary project dependencies. You can do this by running the following command: + ```bash npm install ``` @@ -120,16 +138,21 @@ npm run dev Open [http://localhost:3000](http://localhost:3000) with your browser to see the result. ## Testing + For testing we use Cypress test runner. To run tests in a web browser: + ```bash npx cypress open ``` -To run tests in the console for automated testing: + +To run tests in the console for automated testing: + ```bash npx cypress run ``` + To add test visit: frontend/cypress For more information: [Cypress doc](https://docs.cypress.io/guides/core-concepts/introduction-to-cypress) @@ -137,6 +160,7 @@ For more information: [Cypress doc](https://docs.cypress.io/guides/core-concepts Note: The app has not undergone comprehensive testing due to time constraints and our limited experience. However, we intend to follow Test-Driven Development (TDD) principles in future app development. ## Deployment + The app has been successfully deployed and can be accessed at the following URL: [Shift+Enter](https://nextjsapp-iwghenktca-ew.a.run.app/) For deployment we used [Google cloud platform](https://console.cloud.google.com/welcome?project=enter-400508) @@ -148,11 +172,13 @@ After installation, follow these steps to build and deploy the app: 1. Navigate to the required directory. 2. Build the app: + ```bash npm run gcbuild ``` 3. Deploy the app: + ```bash npm run gcdeploy ``` @@ -180,6 +206,7 @@ For testing purposes, you can use the following user accounts with different rol - Role: `association user` ### Company User Flow + This is the primary flow implemented within our application, providing company users with a seamless experience to navigate and interact with various features. Below, we outline the steps involved in the Company User Flow. You can also view a video demonstration of this flow, created from our Figma mockups. You can watch a video [here](https://drive.google.com/drive/folders/1DOGbKKDYtFtxAk5BsUkXlfEgj-e9XOmZ). **Note:** All data in this flow is downloaded from the testing database where the testing datasets have been prepared. @@ -254,58 +281,77 @@ This flow ensures that candidates can manage their profiles, explore job opportu ## UI/UX ### Overview + This Figma Prototype is designed to showcase the flows that have been designed. You will see the high fidelity mockups, the primary functions of the flow, and future flows for implementation. ### How to Use -1. **Access the Prototype**: + +1. **Access the Prototype**: You can interact with the prototype at the following link: [Figma](https://www.figma.com/proto/qzRo0T1FIRIp2FkBZtXKey/SHIFT-UI?page-id=0%3A1&type=design&node-id=65-514&viewport=817%2C-4082%2C0.16&t=vVdNABqel4mhStHB-1&scaling=min-zoom&starting-point-node-id=65%3A514&show-proto-sidebar=1&mode=design) - -2. **Navigate Through the Prototype**: -You have a left bar and a top bar. -1. The left bar will help you to move through each designed flow. They are organized by: + +2. **Navigate Through the Prototype**: +You have a left bar and a top bar. +1. The left bar will help you to move through each designed flow. They are organized by: + - A. Login - B. Company - C. Candidate - D. Association -2. The top bar gives you the option of how to preview the screen. Please go to Options > Fit width. -3. To go to the next flow, select the next title in the left bar. -4. If you want to go back again and restart the whole flow, press “R”. -3. **Feedback and Comments**: -- You must be logged into Figma to comment. -- By typing or pressing “C” you can comment anything you want to highlight or give us feedback. -- The comments will remain in the file unless you click "Resolve" in the right bar that appears after you add a comment. +2. The top bar gives you the option of how to preview the screen. Please go to Options > Fit width. +3. To go to the next flow, select the next title in the left bar. +4. If you want to go back again and restart the whole flow, press “R”. +3. **Feedback and Comments**: + +- You must be logged into Figma to comment. +- By typing or pressing “C” you can comment anything you want to highlight or give us feedback. +- The comments will remain in the file unless you click "Resolve" in the right bar that appears after you add a comment. ### Prototype Structure + As it is listed in the left pane. The prototype is organized by the following flows: + - A. Login (general sign-in and log-in flow) - B. Company - Candidate list - B. Company - Setup Profile -- B. Company - Job post +- B. Company - Job post - B. Company - Job list section - B. Company - Candidate list -- C. Candidate - Setup profile +- C. Candidate - Setup profile - C. Candidate - Job list - D. Association - Invite candidates - ### Key Features + Not every button or interaction is prototyped. Therefore, we have added some videos in the file to have the full explanation. By clicking on the screen, you can see hints highlighted in blue of what is clickable. You can see here in the following link the recorded videos with each flow designed: [Videos](https://drive.google.com/drive/folders/1TGAIahEZZUoSioJJA6W8hqKnIHvJiBja?usp=drive_link) - ### Contact Information + Diana Campos -dianaalkampos@gmail.com + ### Licensing + There is no restriction to interact with the prototype, all tho this is an excuse example for the Deploy(impact) 2023 program. -# Backend API +# Backend API + +See it working at: + +To see how the API can be commented see the following endpoints: + +- [`/api/jobs/{job_id}/`](https://django-backend-shift-enter-u53fbnjraa-oe.a.run.app/api/#/jobs/jobs_retrieve) +- [`/api/login/`](https://django-backend-shift-enter-u53fbnjraa-oe.a.run.app/api/#/login/login_create) + +## Flowchart of the website + +![Alt text](Shift_enter_.drawio.png#center) ## Tech stack + - [Python](https://www.python.org/) - [Django Rest Framework](https://www.django-rest-framework.org/) - [spaCy](https://spacy.io/) @@ -317,13 +363,12 @@ There is no restriction to interact with the prototype, all tho this is an excus - [PostgreSQL](https://www.postgresql.org/) - [Supabase](https://supabase.com/) - [GoTrue auth](https://github.com/netlify/gotrue) -- [Nginx](https://www.nginx.com/) ## Getting Started ### To install dependencies -```python +```bash python -m venv venv . venv/bin/activate python -m pip install -r requirements.txt @@ -331,22 +376,22 @@ python -m pip install -r requirements.txt ### Environment variables -Copy and reanme `.env.template` to `.env` and replace the variables with your values. +Copy and rename `.env.template` to `.env` and replace the variables with your values. ### Create the DB -```python +```bash python manage.py makemigrations python manage.py migrate ``` ### Start a development server -```python +```bash python manage.py runserver ``` -Go to `localhost:8000` and see the documentation. +Go to `localhost:8000/api` and see the documentation. ## Setup the CI/CD @@ -373,30 +418,30 @@ The api is all contained in the `backend/api` folder, while files outside it are Notable files and features: - `matching_algorithm.py` - - Contains the algorithm that finds the most suitable jobs for each candidate, and vice versa + - Contains the algorithm that finds the most suitable jobs for each candidate, and vice versa. - `skill_extractor.py` - - Automatically extracts skills from free text, both about me and experience, then order them in hard and soft skills + - Automatically extracts skills from free text, from about me and experience for candidates, as well as from description of jobs, then order them in hard and soft skills. - `api/tokenization_n_embedding.py` - - Tokenizes the infortion at registration for quicker mathcing at runtime + - Pre-tokenizes the information at registration for quicker matching at runtime. ### Features -Besides the aforementioned features, the following are all wokring at the time of closign the Github repository of the project: +Besides the aforementioned features, the following are all working at the time of closing the Github repository of the project: -- Invite based signup, retricted to the email, only available to certain users (association), and definition of user to be registered +- Invite based signup, retricted to the email that was sent to +- Invites are only available to to association - which also define type of user to be registered - Restriction at signup to company domains for company users - Login / Logout / Password recovery - JWT decoding/authentication - RBAC - Role based access control - DB creation - CRUD (Create, read, update, delete) of all the models -- Crud of Files and Photos to GCP +- Crud of Files and Photos to GCP buckets - Api documentation with all the endpoints - partially commented - Dockerization - Deployment - Google Cloud Run - CI/CD - Github actions to Google Cloud Run - Production ready gateway - Gunicorn -- Production ready load balancer - nginx ## Data Science @@ -433,20 +478,29 @@ The following logical steps are used to clean the datasets: # Roadmap -After finishing prioritized Use Cases, here are the future developments that we would like to implement : +After finishing prioritized Use Cases, here are the future developments that we would like to implement : + - More information for companies : Promote more inclusive recruitment, encourage diversity and provide tips to help companies move in this direction. Implement some documentation suggesting good recruitement practices for companies. For instance : Writing inclusive job offers with neutral language, offer flexibility at the workplace. avoid stressful recruiting process for neurodivergent individuals etc.. - Allow matching with more under-represented groups: We want to enable people with disabilities or neurodivergences to access job opportunities. The website will be adapted to comply with web accessibility standards such as WCAG (Web Content Accessibility Guidelines). - Finetune the matching algorithm: With real data we will be able monitor and track performances of the model and continuously improve it to ensure its sustainability. -# Resources +# Resources Datasets used for populating the Database : [Kaggle Resume Dataset](https://www.kaggle.com/datasets/snehaanbhawal/resume-dataset), [Kaggle Linkedin Profile Dataset](https://www.kaggle.com/datasets/heet9022/linkedin-dataset?rvi=1), [Kaggle Glassdoor Jobs](https://www.kaggle.com/datasets/andresionek/data-jobs-listings-glassdoor) Miro : [Team retrospective and brainstorming board](https://miro.com/app/board/uXjVMkJzhAg=/) -Pitch : Presentation Pitch +Pitch : Presentation Pitch +
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api.views import ( + CandidatesViewSet, + LoginView, + CompaniesViewSet, + SkillsViewSet, + SoftSkillsViewSet, +) +from django.test import TestCase +from time import sleep + + +class TestAuthentication(TestCase): + def setUp(self): + self.factory = APIRequestFactory() + + def test_login(self): + users = [ + { + "email": "company@company.com", + "password": "Company123.123", + "role": "company_user", + "id": 1, + }, + { + "email": "candidate@candidate.com", + "password": "Candidate123.123", + "role": "candidate", + "id": 1, + }, + { + "email": "association@association.com", + "password": "Association123.123", + "role": "association_user", + "id": 1, + }, + ] + + login_page = LoginView.as_view() + factory = APIRequestFactory() + + for user in users: + request = factory.post("/login/", {**user}) + response = login_page(request) + + assert response.data["role"] == user["role"] + assert "access_token" in response.data.keys() + assert "refresh_token" in response.data.keys() + + def test_create_hard_skill(self): + factory = APIRequestFactory() + request = factory.post( + "/skills/1/", + { + "skill_name": "first skill", + }, + ) + + view = SkillsViewSet.as_view({"post": "create"}) + response = view(request) + + assert response.status_code == 201 + + return response.data["skill_id"] + + def test_create_soft_skill(self): + factory = APIRequestFactory() + request = factory.post( + "/softskills/1/", + { + "soft_skill_name": "first soft skill", + }, + ) + + view = SoftSkillsViewSet.as_view({"post": "create"}) + response = view(request) + + assert response.status_code == 201 + + return response.data["soft_skill_id"] + + def test_candidates_view(self): + factory = APIRequestFactory() + request = factory.get("/api/candidates/") + + view = CandidatesViewSet.as_view({"get": "list"}) + response = view(request) + + assert response.status_code == 200 + + def test_comapnies_view(self): + factory = APIRequestFactory() + request = factory.get("/api/companies/") + + view = CompaniesViewSet.as_view({"get": "list"}) + response = view(request) + + assert response.status_code == 200 From fd8e732e9a9996cd4ca5e747496ad82dc8d5044c Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Mon, 30 Oct 2023 07:18:12 +0100 Subject: [PATCH 117/138] Updated backend part of the README --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index e0f0f1b..1d5bda9 100644 --- a/README.md +++ b/README.md @@ -497,7 +497,8 @@ Pitch : Presentation Pitch
Shift Enter
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company_idjob_titlelocationindustrywebsitejobdescription_embeddedjob_descriptionsoft_skillshard_skillslanguages
084application engineer - javaZürichIT ServicesNaN[[-2.55808532e-01 3.37073445e-01 4.68456328e-0...About our client Our client is the world’s le...[\"Analytical Skills\", \"Team Oriented\", \"Teamwo...[\"Application Development\", \"Web Applications\"...['English', 'Basque']
1123software engineerZürichNaNNaN[[-2.12718710e-01 1.10670008e-01 4.75184590e-0...As a pioneer in Swiss online wealth management...[\"Typing\", \"Writing\"][\"Application Development\", \"Web Applications\"...['English', 'Tagalog', 'Assamese']
275software engineerZürichNaNNaN[[-1.51853904e-01 2.82749176e-01 4.16773558e-0...Although you will be exposed to all the differ...[\"Teamwork\", \"Decisiveness\", \"Collaboration\", ...[\"Bitbucket\", \"Automation\", \"Tooling\", \"Code R...['English']
34software engineer network management system m/fBernElectrical & Electronic Manufacturingwww.abb.com[[-1.00095063e-01 1.79666638e-01 4.91430968e-0...In order to improve our Network Management Sys...[\"Collaboration\", \"Communications\", \"Writing\",...[\"Front End (Software Engineering)\", \"Professi...['English', 'Chewa', 'Bosnian', 'Yiddish', 'Af...
484application engineer - javaZürichIT ServicesNaN[[-2.55808532e-01 3.37073445e-01 4.68456328e-0...About our client Our client is the world’s le...[\"Analytical Skills\", \"Team Oriented\", \"Teamwo...[\"Application Development\", \"Web Applications\"...['English', 'Spanish', 'Croatian']
.................................
42779software engineerLausanneNaNNaN[[-1.27125368e-01 2.69796431e-01 4.17574644e-0...Our company Neural Concept uses Deep Learning...[\"Research\", \"Collaboration\", \"Planning\", \"Rel...[\"MSC Software\", \"Kubernetes\", \"Tooling\", \"NoS...['English']
42868software engineer / kubernetesZürichPublishingNaN[[-9.86396894e-02 3.53228837e-01 5.67326486e-0...localsearch is the leading marketing and adver...[\"Collaboration\", \"Communications\", \"Infrastru...[\"Web Applications\", \"Web Servers\", \"Advertise...['English', 'Marathi', 'Castilian', 'Irish']
42997paid internship in information technology - da...GenevaNaNwww.pg.com[[-1.46625876e-01 2.97089696e-01 5.98815024e-0...Do you have passion to transform P&G's brand b...[\"Self-Motivation\", \"Leadership\", \"Collaborati...[\"Business Analytics\", \"Tableau (Business Inte...['English', 'Western Frisian', 'Gaelic', 'Kann...
43096study data managerBaselStaffing & Outsourcingwww.proclinical.com[[-3.31524819e-01 3.49949777e-01 3.49553525e-0...A leading international healthcare company is ...[\"Ingenuity\", \"Complex Problem Solving\", \"Nego...[\"Biometrics\", \"Automation\", \"Mitigation\", \"Ou...['English', 'Aymara', 'Avaric', 'Burmese']
43175software development engineer (c/c++) m/fZürichNaNNaN[[-1.79381236e-01 4.31842625e-01 4.21524853e-0...Job Informationen Required skills: - Universi...NaN[\"Application Development\", \"Software Modules\"...['English']
\n", + "

432 rows × 10 columns

\n", + "" + ], + "text/plain": [ + " company_id job_title location \\\n", + "0 84 application engineer - java Zürich \n", + "1 123 software engineer Zürich \n", + "2 75 software engineer Zürich \n", + "3 4 software engineer network management system m/f Bern \n", + "4 84 application engineer - java Zürich \n", + ".. ... ... ... \n", + "427 79 software engineer Lausanne \n", + "428 68 software engineer / kubernetes Zürich \n", + "429 97 paid internship in information technology - da... Geneva \n", + "430 96 study data manager Basel \n", + "431 75 software development engineer (c/c++) m/f Zürich \n", + "\n", + " industry website \\\n", + "0 IT Services NaN \n", + "1 NaN NaN \n", + "2 NaN NaN \n", + "3 Electrical & Electronic Manufacturing www.abb.com \n", + "4 IT Services NaN \n", + ".. ... ... \n", + "427 NaN NaN \n", + "428 Publishing NaN \n", + "429 NaN www.pg.com \n", + "430 Staffing & Outsourcing www.proclinical.com \n", + "431 NaN NaN \n", + "\n", + " jobdescription_embedded \\\n", + "0 [[-2.55808532e-01 3.37073445e-01 4.68456328e-0... \n", + "1 [[-2.12718710e-01 1.10670008e-01 4.75184590e-0... \n", + "2 [[-1.51853904e-01 2.82749176e-01 4.16773558e-0... \n", + "3 [[-1.00095063e-01 1.79666638e-01 4.91430968e-0... \n", + "4 [[-2.55808532e-01 3.37073445e-01 4.68456328e-0... \n", + ".. ... \n", + "427 [[-1.27125368e-01 2.69796431e-01 4.17574644e-0... \n", + "428 [[-9.86396894e-02 3.53228837e-01 5.67326486e-0... \n", + "429 [[-1.46625876e-01 2.97089696e-01 5.98815024e-0... \n", + "430 [[-3.31524819e-01 3.49949777e-01 3.49553525e-0... \n", + "431 [[-1.79381236e-01 4.31842625e-01 4.21524853e-0... \n", + "\n", + " job_description \\\n", + "0 About our client Our client is the world’s le... \n", + "1 As a pioneer in Swiss online wealth management... \n", + "2 Although you will be exposed to all the differ... \n", + "3 In order to improve our Network Management Sys... \n", + "4 About our client Our client is the world’s le... \n", + ".. ... \n", + "427 Our company Neural Concept uses Deep Learning... \n", + "428 localsearch is the leading marketing and adver... \n", + "429 Do you have passion to transform P&G's brand b... \n", + "430 A leading international healthcare company is ... \n", + "431 Job Informationen Required skills: - Universi... \n", + "\n", + " soft_skills \\\n", + "0 [\"Analytical Skills\", \"Team Oriented\", \"Teamwo... \n", + "1 [\"Typing\", \"Writing\"] \n", + "2 [\"Teamwork\", \"Decisiveness\", \"Collaboration\", ... \n", + "3 [\"Collaboration\", \"Communications\", \"Writing\",... \n", + "4 [\"Analytical Skills\", \"Team Oriented\", \"Teamwo... \n", + ".. ... \n", + "427 [\"Research\", \"Collaboration\", \"Planning\", \"Rel... \n", + "428 [\"Collaboration\", \"Communications\", \"Infrastru... \n", + "429 [\"Self-Motivation\", \"Leadership\", \"Collaborati... \n", + "430 [\"Ingenuity\", \"Complex Problem Solving\", \"Nego... \n", + "431 NaN \n", + "\n", + " hard_skills \\\n", + "0 [\"Application Development\", \"Web Applications\"... \n", + "1 [\"Application Development\", \"Web Applications\"... \n", + "2 [\"Bitbucket\", \"Automation\", \"Tooling\", \"Code R... \n", + "3 [\"Front End (Software Engineering)\", \"Professi... \n", + "4 [\"Application Development\", \"Web Applications\"... \n", + ".. ... \n", + "427 [\"MSC Software\", \"Kubernetes\", \"Tooling\", \"NoS... \n", + "428 [\"Web Applications\", \"Web Servers\", \"Advertise... \n", + "429 [\"Business Analytics\", \"Tableau (Business Inte... \n", + "430 [\"Biometrics\", \"Automation\", \"Mitigation\", \"Ou... \n", + "431 [\"Application Development\", \"Software Modules\"... \n", + "\n", + " languages \n", + "0 ['English', 'Basque'] \n", + "1 ['English', 'Tagalog', 'Assamese'] \n", + "2 ['English'] \n", + "3 ['English', 'Chewa', 'Bosnian', 'Yiddish', 'Af... \n", + "4 ['English', 'Spanish', 'Croatian'] \n", + ".. ... \n", + "427 ['English'] \n", + "428 ['English', 'Marathi', 'Castilian', 'Irish'] \n", + "429 ['English', 'Western Frisian', 'Gaelic', 'Kann... \n", + "430 ['English', 'Aymara', 'Avaric', 'Burmese'] \n", + "431 ['English'] \n", + "\n", + "[432 rows x 10 columns]" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.read_csv(\"IT_entry_swiss_jobs_with_embeddings - IT_entry_swiss_jobs_with_embeddings.csv\")\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "import csv" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'company_id': '84',\n", + " 'job_title': 'application engineer - java',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.55808532e-01 3.37073445e-01 4.68456328e-01 5.96076213e-02\\n5.44890523e-01 -1.30339459e-01 -6.62898943e-02 3.29940349e-01\\n-1.33533999e-01 -4.37654316e-01 -9.55163836e-02 -9.86115709e-02\\n-2.44956892e-02 8.97528455e-02 1.91370547e-01 4.12870944e-01\\n3.98574650e-01 4.05492671e-02 -1.95302904e-01 3.74782205e-01\\n4.89123389e-02 -1.11160949e-01 5.33090308e-02 7.80794084e-01\\n4.13207948e-01 1.13232441e-01 -6.04151897e-02 6.60173744e-02\\n-2.10499361e-01 -3.23715150e-01 4.23470140e-01 -2.09919382e-02\\n-1.34444311e-01 -2.64349818e-01 9.52050239e-02 1.19265221e-01\\n-2.31448621e-01 -5.00229672e-02 -1.45653486e-01 1.76977158e-01\\n-4.10124719e-01 -1.29672006e-01 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Your responsibilities Our client is hiring an application engineer to work in a team with IT specialists and business analysts to design and develop solutions for global IT projects. The role is focused on maintaining and developing reporting applications for the Finance division. Maintaining, analyzing, designing, documenting, implementing, testing and deploying high-quality applications is within the responsibility of the team and you. You are interested to find out how you can apply your software engineering skills in the area of object-oriented design and analysis. Knowledge in surrounding technologies like J2EE, HTML5, JavaScript and WebSphere Liberty will help you by understanding the bigger picture. You are not afraid to learn other technologies like z/OS mainframe (i.e. JCL, JES, DB2) In addition, providing Level 3 support for ongoing operations is an integral part of the job. You enjoy solving challenging problems and you are equipped with good analytical skills and are highly motivated. You are willing to constantly develop your knowledge of IT methods and tools. You bring in an interest for reinsurance, financial topics, business requirements engineering and solution design. You will cooperate closely with the team lead, team members and internal clients, promoting teamwork within the project and the department across the globe. Your profile Graduates in computer science are preferred. Graduates in mathematics, technical studies, or natural sciences with software engineering experience are also considered. Persons with multiple years with professional experience in software engineering and projects are preferred. Knowledge in all of the following areas is required: Object Oriented Design & Analysis Java (programming language and libraries), J2EE Web services technologies (RESTful) and WebSphere liberty profile SQL and relational database design Creation and maintenance of technical documentation Strong command of German and English The ideal candidate also offers: Experience with data- and compute-intensive applications (batch processing, scheduling) Know-how in HTML5/JavaScript web-application development, Spring, Hibernate, IBM WebSphere Application Server Good analytical skills Cooperative, team-oriented work-style Experience with agile and test-driven and/or test-oriented software development (JUnit/bamboo/Jira) Above average quality awareness Passion to deliver innovative technical solutions which focus on business requirements and system stability Curiosity and open-mindedness; willingness to learn and develop skills on requirements engineering, test case engineering and solution definition and design Innovative, showing a high degree of own initiative Ability to work under pressure Ability to express him-/herself effectively in one-to-one conversations and small groups Your chance Apply now: jobs@oneagency.ch! Ort: Zürich Spezialisierung: JAVA Entwicklung HTML JavaScript Web JEE/J2EE Agile Hibernate (Framework) Spring (Framework) SQL Sprachen: Deutsch Englisch Job ID: 2085',\n", + " 'soft_skills': '[\"Analytical Skills\", \"Team Oriented\", \"Teamwork\", \"Cooperation\", \"Willingness To Learn\", \"Integration\", \"Innovation\", \"Curiosity\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Web Applications\", \"Risk-Based Testing\", \"Test Case\", \"Tooling\", \"KM Programming Language\", \"Software Design Documents\", \"Agility\", \"Computer Science\", \"Junit\", \"Atlassian Bamboo\", \"Natural Sciences\", \"Hibernate (Java)\", \"SQL (Programming Language)\", \"Maintainability\", \"z/OS\", \"HTML5\", \"Application Servers\", \"E (Programming Language)\", \"Levelling\", \"Library\", \"HyperText Markup Language (HTML)\", \"Database Design\", \"Software Engineering\", \"Reinsurance\", \"DB2 SQL\", \"Web Services\", \"Business Requirements\", \"Finance\", \"Requirements Engineering\", \"Personalization\", \"JavaScript (Programming Language)\", \"Object-Oriented Design\", \"Job Control Language (JCL)\", \"Technical Documentation\", \"IBM Websphere Application Server\", \"Technical Solution Design\", \"Batch Processing\", \"Relational Databases\", \"Software Development\", \"Solution Design\", \"Additives\", \"JIRA Studio\", \"Java (Programming Language)\", \"Spring Framework\", \"Web Application Development\"]',\n", + " 'languages': \"['English', 'Basque']\"},\n", + " {'company_id': '123',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.12718710e-01 1.10670008e-01 4.75184590e-01 -3.31541561e-02\\n5.69552958e-01 -1.60082176e-01 -7.25976750e-02 4.56851900e-01\\n-9.39485431e-03 -3.46985042e-01 -8.97977054e-02 -1.99055016e-01\\n-8.65264684e-02 1.58009958e-02 1.02504492e-01 2.59520143e-01\\n3.06469977e-01 1.36347577e-01 -2.48786330e-01 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Our product is transparent and easy to use, while also suited for the demanding investor, who is looking for individual solutions and full control. Investing with True Wealth saves your time and your money. To help us to further develop our digital wealth management solution and bring it to the next level, we are looking for a Software Engineer. Requirements Your profile: You have a strong foundation as a Software Engineer (engineering degree), with an inclination towards functional concepts, types and good software design You are a team player who writes clean and elegant code and shares our passion of building a great platform. You possess strong skills in at least one typed programming language. Experience with Java and TypeScript is an advantage but not necessarily required. You are interested and might be experienced in web application development, from browsers down to the database. You might have business domain knowledge from finance, trading, or portfolio management You are fluent in English and are based in or around Zurich (we offer help with relocation). German skills are an advantage but not required. You need to hold or be eligible for a work permit in Switzerland (e.g. via Swiss or EU/EFTA citizenship) Benefits We offer: Responsibility, ownership and influence on the further development of our best-in-class roboadvice solution. Flexibility, exposure and opportunities to work across the entire stack, depending on preferences and skills. Backend stack: Java 12, Java EE (CDI, JAX-RS, JMS), jOOQ, Wildfly, Lombok, Gradle, Docker, PostgreSQL. Front-end stack: TypeScript, React, Redux. Competitive salary package, solidly financed growth company. Continuous integration, single command deployments. Office in Zürich (near station Zürich Binz SZU, 2 stops from HB). In your application, please include your full CV as well as references and possibly public samples to previous work, e.g. on GitHub. We do not work with recruitment agencies.',\n", + " 'soft_skills': '[\"Typing\", \"Writing\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Web Applications\", \"KM Programming Language\", \"Investment Control\", \"Continuous Integration\", \"Wealth Management\", \"TypeScript\", \"Java EE Application\", \"PostgreSQL\", \"WildFly (JBoss AS)\", \"Gradle\", \"E (Programming Language)\", \"Levelling\", \"Lombok\", \"Software Engineering\", \"Java Message Service (JMS)\", \"Investments\", \"Portfolio Management\", \"Github\", \"Docker (Software)\", \"React Redux\", \"Finance\", \"Experimental Software Engineering\", \"Digitization\", \"Software Design\", \"Front End (Software Engineering)\", \"Software Requirements Specification\", \"Language Experience Approach\", \"Java (Programming Language)\", \"Trade Finance\", \"Web Application Development\", \"Custom Backend\"]',\n", + " 'languages': \"['English', 'Tagalog', 'Assamese']\"},\n", + " {'company_id': '75',\n", + " 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You will be working on new features, help define the architecture and make sure our solutions stay maintainable (refactor when necessary). You will mainly be responsible for one of the following components: Desktop Application with NFC (Electron) Mobile Application (React Native with Bluetooth Low Energy) Frontend Applications (VueJS) Backend (Go) Other technologies and tools we are currently using are Python, Solidity and Docker as well as Git with Bitbucket, CI/CD for automated testing and deployment, JIRA, Slack, Confluence and Postgres. As a team we work in sprints, prioritize and define how to implement features together, do code reviews and always try to assist each other. What you will be doing: Developing new features during development sprints, making sure your code is properly tested and documented Reviewing pull requests from your colleagues and discuss how issues can be solved better Helping to define the system architecture Refactoring code to ensure it is maintainable What you bring along: Experience in designing, working on and maintaining software systems The right mindset – you like to take on responsibility, you can work independently, you care about code quality Teamwork skills Very good English skills (German not required) Computer Science background is appreciated, but we value personality and a track record over education Eligibility to work in Switzerland What we can offer: Being part of an ambitious, talented team that delivers unique solutions using the latest IoT and blockchain technologies Interesting, challenging, and diverse roles with lots of autonomy Personal development opportunities which are based on your personal contribution having measurable impact on the organization and its products An open, transparent, and inclusive team culture A fun work environment About Modum Modum is an innovative startup, combining new technologies such as Blockchain, IoT and AI to provide new solutions for our customers. Our current solutions are targeted at customers in the pharmaceutical sector - helping them to improve their supply chain efficiency, gain better insights and automate their processes. We leverage trusted data from our next generation digital monitoring solution to solve real-world challenges. Modum not only collaborates with global technology partners such as SAP and AWS, but also joins up with business partners such as Swiss Post to ensure that their solutions are fit-for-purpose. We are looking for team players and passionate personalities who bring innovative ideas and enthusiasm to everything they do. If this sounds like you, we would love to meet you! Application Process You can apply for the job by sending a short cover letter, your CV, and ideally your Github Repo to careers@modum.io. After collecting the applications and reviewing them, we will decide whether your application meets our criteria. If that is the case, we will invite you for a first interview. This interview focuses on getting to know you, your experiences, strengths, and ambitions. The goal of the first interview is to choose a shortlist of three applicants to go forward with. These three applicants will be invited for a second interview. The second interview consists of two parts: (1) A technical interview and technical challenge. We have several options for the technical challenge and are happy to discuss which suits you best beforehand. (2) You will have a chat with a few members of the team. We value a team fit; we want to make sure that both you and the existing team are happy with the decision and can work productively together. After the assessment of the second interview and your positive feedback, we will make some reference calls. As soon as the decision is made and you have received the job offer, we conclude the process by signing the contract.',\n", + " 'soft_skills': '[\"Teamwork\", \"Decisiveness\", \"Collaboration\", \"Enthusiasm\", \"Innovation\", \"Prioritization\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Bitbucket\", \"Automation\", \"Tooling\", \"Code Refactoring\", \"Blockchain\", \"Computer Science\", \"Collections\", \"Automated Testing Framework\", \"Supply Chain\", \"Mobile Application Software\", \"Business Partnering\", \"Software Systems\", \"Python (Programming Language)\", \"React Native\", \"Maintainability\", \"Track (Rail Transport)\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Solidity (Programming Language)\", \"Systems Architecture\", \"Idealization\", \"Hostile Work Environment\", \"Slack (Software)\", \"Bluetooth Low Energy (Bluetooth)\", \"Github\", \"Docker (Software)\", \"TARGET 3001!\", \"Electronics\", \"Personalization\", \"Digitization\", \"Code Review\", \"Receivables\", \"Atlassian Confluence\", \"Pharmaceuticals\", \"Git Flow\", \"Personality Development\", \"JIRA Studio\", \"Custom Backend\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '4',\n", + " 'job_title': 'software engineer network management system m/f',\n", + " 'location': 'Bern',\n", + " 'industry': 'Electrical & Electronic Manufacturing',\n", + " 'website': 'www.abb.com',\n", + " 'jobdescription_embedded': '[[-1.00095063e-01 1.79666638e-01 4.91430968e-01 -1.08539537e-01\\n3.54067892e-01 -1.54138044e-01 2.08294764e-01 3.63881201e-01\\n-2.24334616e-02 -5.98920405e-01 -3.08517441e-02 -2.12589890e-01\\n3.97444405e-02 2.08572865e-01 1.16825245e-01 3.15799713e-01\\n2.94631451e-01 2.55709916e-01 -1.32803068e-01 3.93163890e-01\\n2.19083354e-01 -1.01245672e-01 1.65381581e-01 6.97421789e-01\\n4.94351357e-01 2.59472034e-03 -1.75915007e-02 -4.93083633e-02\\n-1.05148293e-01 -3.12089354e-01 4.11958396e-01 -7.01484606e-02\\n1.16576523e-01 -3.49363834e-01 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state-of-the-art graphical design, we are looking for a driven and passionate front-end developer (m/f) with strong focus on UI/UX aspects. Located in Bern, you will collaborate with team colleagues in Bern as well as work remotely with colleagues in Krakòw (Poland). Are you an open-minded person seeking challenges and willing to take responsibility for the UI development of our products? Let's write the future. Together.Your responsibilitiesYour backgroundMore about usABB is able to offer you an interesting role within a highly motivated team, together with open communication structures. On the basis of a personal, practice-oriented introduction program, you will be given the opportunity to acquire the confidence needed to work independently as well as be a constructive member of an inclusive team within your assigned area. ABB is also able to provide a wealth of opportunity for personal development once you have completed your introduction period, the aim being to assist you in attaining your career goals. Personalized development programs with targeted training measures will help you to enhance your skills on a continuous basis. Interested in joining our team? If so, we look forward to receiving your full application (motivation letter, CV, references) only via our online careers tool. A better world begins with you at www.abb.com/careers ABB Switzerland Ltd. Tamara Hofmann Talent Partner Phone: +41 79 627 53 03 www.facebook.com/ABBCareer www.xing.com/companies/abbschweizag www.linkedin.com/company/abb www.instagram.com/abbcareer\",\n", + " 'soft_skills': '[\"Collaboration\", \"Communications\", \"Writing\", \"Team Motivation\"]',\n", + " 'hard_skills': '[\"Front End (Software Engineering)\", \"Professional Development Programs\", \"Constructability\", \"Network Management System\", \"TARGET 3001!\", \"Tooling\", \"Library For WWW In Perl\", \"Network Management\", \"Component Object Model (COM)\", \"Management Systems\", \"M (Programming Language)\", \"Graphic Arts\", \"Personalization\", \"Personality Development\", \"User Interface\", \"Receivables\", \"Graphic Design\"]',\n", + " 'languages': \"['English', 'Chewa', 'Bosnian', 'Yiddish', 'Afrikaans']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'application engineer - java',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 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Your responsibilities Our client is hiring an application engineer to work in a team with IT specialists and business analysts to design and develop solutions for global IT projects. The role is focused on maintaining and developing reporting applications for the Finance division. Maintaining, analyzing, designing, documenting, implementing, testing and deploying high-quality applications is within the responsibility of the team and you. You are interested to find out how you can apply your software engineering skills in the area of object-oriented design and analysis. Knowledge in surrounding technologies like J2EE, HTML5, JavaScript and WebSphere Liberty will help you by understanding the bigger picture. You are not afraid to learn other technologies like z/OS mainframe (i.e. JCL, JES, DB2) In addition, providing Level 3 support for ongoing operations is an integral part of the job. You enjoy solving challenging problems and you are equipped with good analytical skills and are highly motivated. You are willing to constantly develop your knowledge of IT methods and tools. You bring in an interest for reinsurance, financial topics, business requirements engineering and solution design. You will cooperate closely with the team lead, team members and internal clients, promoting teamwork within the project and the department across the globe. Your profile Graduates in computer science are preferred. Graduates in mathematics, technical studies, or natural sciences with software engineering experience are also considered. Persons with multiple years with professional experience in software engineering and projects are preferred. Knowledge in all of the following areas is required: Object Oriented Design & Analysis Java (programming language and libraries), J2EE Web services technologies (RESTful) and WebSphere liberty profile SQL and relational database design Creation and maintenance of technical documentation Strong command of German and English The ideal candidate also offers: Experience with data- and compute-intensive applications (batch processing, scheduling) Know-how in HTML5/JavaScript web-application development, Spring, Hibernate, IBM WebSphere Application Server Good analytical skills Cooperative, team-oriented work-style Experience with agile and test-driven and/or test-oriented software development (JUnit/bamboo/Jira) Above average quality awareness Passion to deliver innovative technical solutions which focus on business requirements and system stability Curiosity and open-mindedness; willingness to learn and develop skills on requirements engineering, test case engineering and solution definition and design Innovative, showing a high degree of own initiative Ability to work under pressure Ability to express him-/herself effectively in one-to-one conversations and small groups Your chance Apply now: jobs@oneagency.ch! Ort: Zürich Spezialisierung: JAVA Entwicklung HTML JavaScript Web JEE/J2EE Agile Hibernate (Framework) Spring (Framework) SQL Sprachen: Deutsch Englisch Job ID: 2085',\n", + " 'soft_skills': '[\"Analytical Skills\", \"Team Oriented\", \"Teamwork\", \"Cooperation\", \"Willingness To Learn\", \"Integration\", \"Innovation\", \"Curiosity\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Web Applications\", \"Risk-Based Testing\", \"Test Case\", \"Tooling\", \"KM Programming Language\", \"Software Design Documents\", \"Agility\", \"Computer Science\", \"Junit\", \"Atlassian Bamboo\", \"Natural Sciences\", \"Hibernate (Java)\", \"SQL (Programming Language)\", \"Maintainability\", \"z/OS\", \"HTML5\", \"Application Servers\", \"E (Programming Language)\", \"Levelling\", \"Library\", \"HyperText Markup Language (HTML)\", \"Database Design\", \"Software Engineering\", \"Reinsurance\", \"DB2 SQL\", \"Web Services\", \"Business Requirements\", \"Finance\", \"Requirements Engineering\", \"Personalization\", \"JavaScript (Programming Language)\", \"Object-Oriented Design\", \"Job Control Language (JCL)\", \"Technical Documentation\", \"IBM Websphere Application Server\", \"Technical Solution Design\", \"Batch Processing\", \"Relational Databases\", \"Software Development\", \"Solution Design\", \"Additives\", \"JIRA Studio\", \"Java (Programming Language)\", \"Spring Framework\", \"Web Application Development\"]',\n", + " 'languages': \"['English', 'Spanish', 'Croatian']\"},\n", + " {'company_id': '109',\n", + " 'job_title': 'data scientist (analytics)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Enterprise Software & Network Solutions',\n", + " 'website': 'www.starmind.ai',\n", + " 'jobdescription_embedded': '[[-2.10179746e-01 1.94211572e-01 4.47810352e-01 7.11169317e-02\\n4.75101680e-01 -1.05349049e-01 1.71992742e-02 3.98088157e-01\\n-2.30169017e-02 -5.11718750e-01 7.56235421e-02 -2.83988595e-01\\n-1.85230911e-01 1.26160175e-01 2.60654427e-02 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Our platform helps expedite people's advancement by exploring undocumented human intelligence and enabling real-time access to skills, knowledge, and solutions within corporations, communities, and, since we like to think of the bigger picture: the world. We are backed by some of the best VC investors in Europe, becoming one of the fastest growing AI companies in Europe; and are rapidly expanding our team with the crème de la crème from AirBnB, Twitter, SalesForce, Zuora and many more. Do you have what it takes to help us shape the future of AI? Watch this video to find out how Starmind works! What You Will Do You analyse the data generated by our application and generate insights into where and how machine learning algorithms could be applied to improve the user experience. You identify the most important KPIs to measure the performance of our existing algorithms and set up automatic monitoring and reporting for these metrics. You advise our developers on how to log data so that the usage and usefulness of all features can be measured. You work with our DevOps to improve the accessibility and scalability of our logs and databases. Who You Are You are fluent in SQL (e.g. MySQL). Experience with ElasticSearch and/or NoSQL databases is a plus. You can write code for data processing in Python (using data analysis libraries such as pandas). You have experience with data visualization (for example using matplotlib or Grafana). You are always curious to try out new tools and libraries for the analysis and visualization of data. You follow new developments in AI and understand how machine learning algorithms can help to analyse data. You have a sharp eye for irregularities in a dataset and you will leave no stone unturned when looking for the cause of an anomaly. You have a good understanding of statistics, in particular regarding hypothesis tests and statistical significance. You desire to work in a small, agile team environment. You communicate proactively and work independently. The Bounty A dynamic, young company where input is welcomed and acted upon High level of personal responsibility and independence A challenging and exciting mission within an innovative and multi-cultural environment The opportunity to work with some of the smartest and most innovative people in the market If this sounds like you, let’s solve the riddle and apply (written in English or German) - We’re very excited to meet you.\",\n", + " 'soft_skills': '[\"Communications\", \"Writing\", \"Proactivity\", \"Innovation\"]',\n", + " 'hard_skills': '[\"MySQL\", \"NoSQL\", \"Matplotlib\", \"Accessioning\", \"Advising\", \"Corporate Communications\", \"Tooling\", \"Agility\", \"Acting\", \"Statistics\", \"Machine Learning\", \"Visualization\", \"New Business Development\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Logging\", \"Library\", \"Levelling\", \"Data Visualization\", \"Machine Learning Methods\", \"Personalization\", \"Machine Learning Algorithms\", \"Scalability\", \"Human Intelligence\", \"Electronic Data Processing\", \"Humanism\", \"Grafana\", \"Statistical Hypothesis Testing\", \"Algorithms\", \"User Experience\", \"Eyes\", \"Pandas (Python Package)\", \"SQL (Programming Language)\", \"Data Analysis\", \"DevOps\"]',\n", + " 'languages': \"['English', 'Igbo', 'Haitian Creole', 'Ossetian']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data engineer (m/f)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.67797947e-01 2.23471791e-01 4.00910944e-01 6.60025477e-02\\n4.51178789e-01 -1.60052434e-01 -4.33489904e-02 3.22025806e-01\\n-4.20162939e-02 -3.31416547e-01 -8.76895636e-02 -2.47032136e-01\\n-2.10814163e-01 -3.71526442e-02 1.36083215e-01 3.43277901e-01\\n2.37768203e-01 4.16596793e-02 -2.08039641e-01 4.03111547e-01\\n1.70221850e-01 -6.05691634e-02 -1.05087072e-01 6.33610129e-01\\n4.41274971e-01 -2.94557642e-02 -1.15809128e-01 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'job_description': 'Job Informationen Responsibilities: - Understand real estate market and urban related data - Extract, cleanup, structure and transform complex raw and processed datasets to extract insights from it - Retrieve a wide variety of datasets and integrate them into the data pipeline - Create and maintain an efficient data infrastructure - Continuously provide new ideas to improve our engines and products REQUIREMENTS: - BSc or MSc in Computer Science or equivalent - Proficiency in at least one object-oriented programming language (preferably Python) and at least one scripting language - In-depth understanding of basic data structures and algorithms - Familiarity with software engineering best practices (clean code, code review, test-driven development, ...) and version control systems - Experience with the ETL and data processing tools we’re using is a strong advantage: - Python, Pandas - Luigi and PySpark - PostgreSQL and PostGIS - Scikit-learn and Tensorflow - Working experience with cloud providers (Google cloud, AWS or Azure) - Advanced knowledge of relational databases - Experience with Docker and Kubernetes orchestration is a strong advantage - Understanding of core machine learning concepts is an advantage - Worked previously in ‘agile’ team(s) and are looking forward to doing it again, - Comfortable working in English and German; you have a great read, good spoken command of it Benötigte Skills Englisch CLOUD PostgreSQL Python ETL',\n", + " 'soft_skills': '[\"Real Estate\", \"Integration\"]',\n", + " 'hard_skills': '[\"Control Systems\", \"MSC Software\", \"Kubernetes\", \"Tooling\", \"Test-Driven Development (TDD)\", \"Agility\", \"Product Requirements\", \"Luigi (Python Package)\", \"Computer Science\", \"Object Oriented Programming Language\", \"Good Agricultural Practices\", \"Scikit-learn (Machine Learning Library)\", \"Pyspark\", \"Version Control\", \"PostgreSQL\", \"Python (Programming Language)\", \"Data Extraction\", \"Maintainability\", \"Data Pipeline\", \"Urbanization\", \"Dataset\", \"Extract Transform Load (ETL)\", \"Software Engineering\", \"Machine Learning Methods\", \"Docker (Software)\", \"TensorFlow\", \"Google Cloud\", \"Electronic Data Processing\", \"Code Review\", \"Adapter Scripting Language\", \"PostGIS\", \"Data Infrastructure\", \"Data Structures\", \"Relational Databases\", \"Algorithms\", \"Pandas (Python Package)\", \"Object-Oriented Programming (OOP)\"]',\n", + " 'languages': \"['English', 'Bambara', 'Danish', 'Pushto', 'Bengali']\"},\n", + " {'company_id': '15',\n", + " 'job_title': 'data engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-9.98998433e-02 1.97152644e-01 4.99470174e-01 -1.87371280e-02\\n5.57983756e-01 -4.58676927e-02 2.19857134e-02 2.63412774e-01\\n5.93734831e-02 -3.48637283e-01 9.23671760e-03 -2.26297766e-01\\n-4.41474877e-02 1.25425667e-01 1.01614155e-01 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Our wearable device, smart app and proprietary predictive algorithms empower women by giving them unique clinically researched insights and personalized data about their menstrual cycle, fertile window, and pregnancy delivered in a way that’s convenient and non-invasive. Ava was voted Best of Baby Tech at CES 2017, named a Women’s Health “Editors’ Choice” product and has been honoured as the best Swiss startup in 2017 and 2018. Our current key markets include USA, Germany, Switzerland and UK. Would you like to join us on our challenging adventure? Responsibilities: Migrate our research-database setup to a scalable, containerized environment Bring our job workflow management to the next level (Apache Airflow based) Assure research data quality with Continuous Integration (CI) tools and automated test scripts Improve and maintain MongoDB ingestion scripts Improve our PySpark-based big data ETL pipelines and update our Parquet data lake Monitor compliance and extract properties of our clinical studies (incl. automated reporting) for our Clinical team Verify the AI algorithms of our Data Science team using production data, automate output documentation meeting regulatory requirements About you: Master’s degree in Computer Science or equivalent Strong knowledge in Python is a must; knowledge of Git, PySpark, Scala, OOAD and CI is a plus 2+ years of relevant working experience with cloud based, virtual computer environments Experience with ETL pipelines for large data sets Experience with Spark, MySQL and/or MongoDB Knowledge of machine learning algorithms and tools is a plus Ability to work independently with a high sense of responsibility Fluency in English Swiss or EU/EFTA work permit Would you like to contribute to a highly motivated team, with a lot of space for your own initiatives? If yes, please apply online or send your complete application to recruiting(at)avawomen.com. We appreciate that you share our excitement for Ava. Please be aware that only complete applications (CV and motivation letter) can be considered. Ava – Revolutionizing women’s health Moritz Ritter, System Architect and Data Engineering Manager Should you not hear back from us within 3 weeks your application has unfortunately not been successful for the respective role.',\n", + " 'soft_skills': '[\"Research\", \"Team Motivation\"]',\n", + " 'hard_skills': '[\"Non-Invasive Monitoring\", \"Storage Area Network (SAN)\", \"Automation\", \"Data Quality\", \"MySQL\", \"Tooling\", \"Computer Science\", \"Prediction\", \"Fertilizers\", \"Apache Parquet\", \"Continuous Integration\", \"Apache Airflow\", \"Clinical Study Design\", \"Reproductive Health Care\", \"Pyspark\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Research Quality Framework\", \"Maintainability\", \"MongoDB\", \"Levelling\", \"Test Automation\", \"Containerization\", \"Smart Device\", \"Extract Transform Load (ETL)\", \"Pipelining\", \"Minimum Data Set\", \"Data Science\", \"Virtual Computing\", \"Personalization\", \"Artificial Intelligence\", \"Clinical Research\", \"Digital Health Technologies\", \"Big Data\", \"Scalability\", \"Data Lakes\", \"Test Script\", \"Workflow Management\", \"Algorithms\", \"Scripting\", \"Git Flow\", \"Wearables\", \"Virtual Private Cloud\", \"Regulatory Requirements\"]',\n", + " 'languages': \"['English', 'Kuanyama', 'Chechen', 'Sinhalese', 'Mongolian']\"},\n", + " {'company_id': '14',\n", + " 'job_title': 'embedded software/firmware engineer',\n", + " 'location': 'Switzerland',\n", + " 'industry': 'Staffing & Outsourcing',\n", + " 'website': 'www.antal.com',\n", + " 'jobdescription_embedded': '[[-3.64791125e-01 2.35604301e-01 4.71969485e-01 1.80554297e-02\\n5.39171696e-01 -1.95542082e-01 -1.78875089e-01 2.10245162e-01\\n-1.87526606e-02 -3.44100654e-01 -1.69030115e-01 -2.17811584e-01\\n-7.94864744e-02 1.36119023e-01 1.77058026e-01 4.93197948e-01\\n3.49765152e-01 -2.59339921e-02 -2.01735198e-01 4.24154550e-01\\n1.24527872e-01 -7.76181445e-02 7.38352463e-02 7.81326652e-01\\n2.76699573e-01 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'job_description': 'Our client is a technology company with outstanding competences in data collection systems, radio design and wireless sensor networks. Acknowledged innovator and leading player in the Internet of Things domain, the Company offers a compelling portfolio of platforms delivering consolidated technological excellence for any kinds of Smart City and IoT projects. To support its growth path, is looking for a: EMBEDDED SOFTWARE/FIRMWARE ENGINEER The candidate will be part of the embedded software design team, defining the design specification, coding and testing embedded SW for complex low power, RF IoT devices. Main Responsibilities Develop low level drivers, protocol stacks and low power applications software for both, RTOS and embedded Linux based platforms, promote new technologies, proactively looking at innovative protocols and solution; Qualifications and experiences University degree in Computer Science or Electronics Engineering or equivalent discipline; Proven experience in architecture definition and software development in C/C++ for embedded applications; Knowledge of IoT technologies and application protocols for embedded systems - such as CoAP, MQTT, LWM2M and data model Good knowledge of microcontrollers, in particular Cortex-M microcontrollers and peripherals; Experience with embedded Linux platforms, such as RPI and BBB; Experience with radio networking protocols such as 802.15.4, 6LoWPAN, IPv6, TCP-IP, ZigBee, Bluetooth; Good knowledge of low power design techniques; Experience in debugging and validating complex embedded systems and protocol stack; Ability to read schematics and debug at PCB level using typical lab equipment if needed; Knowledge and experience on software engineering methodologies: lifecycle, quality assurance and testing techniques, continuous integration and continuous deployment technologies, Agile scrum methodology; Skills required Knowledge of RF and IoT platforms; Knowledge of embedded OS and embedded Linux platforms; Flexible, able to prioritise activities and managing time efficiently, meeting the deadlines; Problem solving approach and ability to manage pressure; Able to work cross-functionally in dynamic and international environments; Proficient understanding of code versioning tools, such as Git; Effective communication in English (both written & verbal - including technical documentation); We offer: The opportunity to work in a highly dynamic multinational environment, interacting with different cultures and nationalities; The unique experience of cooperating on very innovative technological projects, sharing knowledge and expertise with high talented professionals; Swiss Labour contract;',\n", + " 'soft_skills': '[\"Cooperation\", \"Professionalism\", \"Proactivity\", \"Management\", \"Problem Solving\", \"Communications\", \"Innovation\", \"Quality Assurance\", \"Time Management\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Enterprise Application Software\", \"Interactivity\", \"Computer Science\", \"Data Modeling\", \"Continuous Integration\", \"Survey Data Collection\", \"Scholastic READ 180\", \"Shared Whois Project\", \"Cortex M\", \"IPv6\", \"Electronic Engineering\", \"Linux\", \"Message Queuing Telemetry Transport (MQTT)\", \"Wireless Application Protocol (WAP)\", \"Design Specifications\", \"Levelling\", \"Agile Edge Technologies\", \"Scrum (Software Development)\", \"TCP/IP\", \"Wireless Sensor Networks\", \"Embedding\", \"Software Engineering\", \"Plant Design Systems\", \"Consolidation\", \"C (Programming Language)\", \"6LoWPAN\", \"Embedded Systems\", \"Pathing\", \"Firmware\", \"Technical Documentation\", \"Power Supply Design\", \"Software Design\", \"Trunked Radio Systems\", \"Software Development\", \"Radio Link Protocols\", \"Bluetooth\", \"Git Flow\", \"Internet Of Things (IoT)\", \"Embedded Software\", \"Zigbee\", \"Debugging\", \"Protocol Stack\"]',\n", + " 'languages': \"['English', 'South Ndebele', 'Tsonga', 'Ganda', 'Swedish']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'software engineer - .net developer w/m',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.01657408e-01 2.30316505e-01 5.26042521e-01 -8.72600079e-02\\n4.53993380e-01 -1.98693052e-01 -4.32159677e-02 4.65722531e-01\\n-1.48710459e-01 -3.88769388e-01 -1.91301897e-01 -3.22442859e-01\\n-7.62060061e-02 1.10869899e-01 2.56091684e-01 3.47763777e-01\\n3.33220124e-01 1.18078180e-01 -2.80989975e-01 2.60545522e-01\\n1.94182679e-01 2.88035795e-02 8.21112022e-02 7.07120717e-01\\n3.54223788e-01 4.11188267e-02 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In Switzerland, our client employs more than 200 consultants and aims towards large growth. We operate particularly in Life Sciences (Pharma, Biotech, and Medical Devices), Industry (Watches, MEMs), Aerospace, Automotive, Energy, Railways, Finance and Telecoms sectors. Our client deploys activities throughout Switzerland with premises in Zürich, Basel, Lausanne and Geneva. Ihr Aufgabenbereich Detailed requirements analysis, designing, and developing code. Architecture discussion. Coding, testing, debugging, and documenting programs. Revising and updating programs. Integration and deployment scripts. Participating in production support including investigation and fixing bugs. Ihr Profil Education level: Master or Engineering Degree in Software Engineering (EPFL, ETH, HES or equivalent). Requirements: Minimum 7 years of experience in .NET development. Minimum of 4 years of relevant experience with WPF. Proven experience in UI web technologies: HTML, CSS, Javascript. Professional use of programming languages: .NET / C#, ASP.NET, Web Services (WCF), MVC patterns and Web API. Experience with traditional RDBMS databases, such as SQL Server, Oracle SQL, NoSQL. Extensive experience with a common application server (JBoss, IBM Websphere or BEA Weblogic). Microsoft Prism/ MVVM and unity/ IOC grandly appreciated. Experience with Big Data (Hadoop, Teradata) is a plus. Any experience in mobile development (Android, iOS, Xamarin) is a plus. Ability to work with Agile Methodology (Scrum, XP, TFS etc…) Key qualities: You know how to take initiative You like to work in a multidisciplinary team You value knowledge-sharing You must have strong verbal and writing communication capabilities. Ihre Chance Our client offers an exciting tailored career path for your professional and personal development within an international company. You will be accompanied from the beginning with specific coaching and mentoring programs and intensive training on innovation and management in a fast-moving and results driven environment. Interested? Please do not hesitate to find out more about this unique opportunity and send your complete application file to jobs@oneagency.ch. Ort: Zürich Spezialisierung:Sprachen: Job ID: 384',\n", + " 'soft_skills': '[\"Professionalism\", \"Investigation\", \"Management\", \"Operations\", \"Integration\", \"Innovation\", \"Written Communication\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Code Testing\", \"NoSQL\", \"ASP.NET\", \"KM Programming Language\", \"Micro Electro-Mechanical Systems (MEMS)\", \"Cascading Style Sheets (CSS)\", \"Life Sciences\", \"Industrialization\", \"IBM WebSphere MQ\", \"Xamarin.ios\", \"Activism\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"High Tech Manufacturing\", \"Scrum (Software Development)\", \"Application Servers\", \"Levelling\", \"HyperText Markup Language (HTML)\", \"Software Engineering\", \"Web Services\", \"Medical Devices\", \"Agile Methodology\", \"Finance\", \"Mobile Application Development\", \"Wcf 4\", \"C# (Programming Language)\", \"Pathing\", \"JavaScript (Programming Language)\", \"Production Support\", \"Revisions\", \"Big Data\", \"Android Software Development\", \"SQL Server Reporting Services\", \"Requirements Analysis\", \"Scripting\", \"Prism\", \"Personality Development\", \"Web UI\", \"Application Programming Interface (API)\", \"Debugging\"]',\n", + " 'languages': \"['English', 'Scottish Gaelic', 'English', 'Wolof', 'French']\"},\n", + " {'company_id': '105',\n", + " 'job_title': 'backend engineer (golang) (m/f)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Internet',\n", + " 'website': 'www.smallpdf.com',\n", + " 'jobdescription_embedded': '[[-6.82032555e-02 2.19999552e-01 5.21439850e-01 -8.65903124e-02\\n4.72986251e-01 -2.35543504e-01 7.40684429e-03 3.84785414e-01\\n-9.16572586e-02 -4.33151186e-01 -2.31015608e-02 -4.25794780e-01\\n-7.40003288e-02 1.29385337e-01 -1.59085337e-02 3.18082511e-01\\n3.01796824e-01 1.12471402e-01 -2.60325581e-01 3.60066533e-01\\n2.34320998e-01 -5.44881001e-02 1.32510543e-01 7.39464581e-01\\n3.99427980e-01 -5.11745885e-02 -3.47075947e-02 -4.86372150e-02\\n-2.00322583e-01 -2.03341410e-01 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online PDF software and belongs to the 500 most visited website worldwide. The 5-year-old company is one of the most recognized and awarded startups in Switzerland and has the ambition to simplify the life of its customers. As a senior team full of passion for design, engineering, and business we create remarkable user experiences. Join our cross-functional team and have a direct impact on how over 25 million users worldwide work with documents. We love open-source and using the latest technologies to scale our distributed application to process millions of files every day. As a backend engineer at Smallpdf, you will not only contribute to our backend but also to our infrastructure and tooling. You will work in a cross-functional development team that includes experienced frontend engineers and designers. Our Backend Stack: Golang AWS Docker Ansible Terraform Full stack on Stackshare Responsibilities: Develop new features for Smallpdf Manage and automate our infrastructure that spans across more than 100 machines Analyze and monitor our application to spot problems Help designing our architecture Requirements Golang Experience Work independently and take responsibility and ownership of your work Ability to quickly learn new technologies 5+ years of experience with software development Good programming skills Good knowledge of linux Fluent in English (German is useful but not necessary) Full-time position Permanently based in Zurich (or willing to move) Swiss or EU passport holder (or other permit that allows you to work in Switzerland) Nice to Have: Experience with DevOps tools such as Docker Ansible Terraform Experience scaling (micro-) webservices to millions of users Experience with AWS Benefits The chance to personally impact a successful & rapidly growing startup Tricky challenges scaling a high-traffic web application Work in small teams that have direct impact on tools that are used by million of users Become part of a highly motivated and international team that pushes boundaries Fun company events, such as snowshoe hikes in the Swiss Alps, wake-surfing on lake Zurich, after work BBQs and more! Free German language course Regular Hack Days to challenge yourself Nice rooftop office in central Zurich Do you like the job please apply here: https://apply.workable.com/smallpdf/j/A136D70A95/apply/ By sending your application you allow Smallpdf to handle and store your data.',\n", + " 'soft_skills': '[\"Infrastructure\", \"Positivity\", \"Management\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Automation\", \"Tooling\", \"Nice (Unix Utility)\", \"Programming (Music)\", \"Scale (Map)\", \"Component Object Model (COM)\", \"Linux\", \"Machining\", \"Open Source Technology\", \"IText (Free PDF Software)\", \"Docker (Software)\", \"Terraform\", \"Cross-Functional Coordination\", \"Personalization\", \"Web Traffic\", \"Cross-Functional Team Leadership\", \"Civil Engineering Design\", \"Software Development\", \"Ansible\", \"User Experience\", \"Custom Backend\", \"DevOps\"]',\n", + " 'languages': \"['English', 'Oromo', 'Ganda', 'Galician']\"},\n", + " {'company_id': '99',\n", + " 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The Software Engineer will define, develop, test, analyze and maintain manufacturing software applications in support of the achievement of business requirements. Participate actively in the implementation and support of Manufacturing information systems solutions Participate in the definition, development, and documentation of software’s business requirements, objectives, deliverables, and specifications in collaboration with internal users and departments and as per our project methodology Write, code, install and analyse software programs and applications throughout the full lifecycle of system implementation (from requirements/design through to deployment and support) Design, run and monitor software testing on new and existing programs for the purposes of correcting errors, isolating areas for improvement, and general debugging Develop interface of MES system to ERP, PLC and other 3rd party system Develop and execute software verification plans following quality assurance procedures Develop and maintain IT documentation, user manuals and guidelines as well as train key users to operate new or modified programs Provide support for Manufacturing Software applications (Incident management and problem resolution) and develop further the manufacturing systems support Knowledge base Ensure timely issue identification, resolution, and appropriate escalation Collaborate with suppliers, internal project and IT team, internal management, and customer project teams and management Research, advice and implement technologies for Digital Factory transformation (Industry 4.0) Qualifications Engineering Diploma (EPF/HES or equivalent) in Computer Science, Information Systems, Industrial Engineering or equivalent Minimum 2 years experience on a similar role Programming skills in NET; C# and SQL language and ability to quickly learn new software/applications Must be a team player and an effective communicator, to enable communication with a wide range of stakeholders and cultures Experience of Manufacturing Information systems (Manufacturing Execution Systems, labelling and Enterprise Resource planning) in the medical devices or pharma industry is a strong asset SLDC and validation experience of enterprise applications is considered an asset Ability to work under pressure, meet deadlines and respond flexibly Excellent spoken and written French. Good English required Videos To Watch',\n", + " 'soft_skills': '[\"Writing\", \"Research\", \"Collaboration\", \"Planning\", \"Management\", \"Communications\", \"Operations\", \"Quality Assurance\"]',\n", + " 'hard_skills': '[\"Development Testing\", \"Systems Implementations\", \"Enterprise Application Software\", \"Knowledge Base\", \"Industry 4.0\", \"Programming (Music)\", \"Computer Science\", \"Mobile Application Software\", \"System Support\", \"Industrialization\", \"Enterprise Resource Planning\", \"Activism\", \"Installation\", \"Maintainability\", \"Resource Planning\", \"Software Manufacturing\", \"Executable\", \"Software Engineering\", \"Simatic S5 PLC\", \"Business Requirements\", \"Medical Devices\", \"MFG/Pro (ERP)\", \"C# (Programming Language)\", \"Digitization\", \"Incident Management\", \"Systems Development\", \"Industrial Engineering\", \"Transformation (Genetics)\", \"Factorials\", \"Software Testing\", \"Manufacturing Execution System (MES)\", \"Debugging\", \"Information Systems\"]',\n", + " 'languages': \"['English', 'Valencian', 'Albanian']\"},\n", + " {'company_id': '145',\n", + " 'job_title': 'c++ software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Aerospace & Defence',\n", + " 'website': 'www.veritystudios.com',\n", + " 'jobdescription_embedded': '[[-1.59014553e-01 3.03873777e-01 4.20136034e-01 9.04157944e-03\\n5.37488341e-01 -1.61431819e-01 1.03864595e-02 2.45850876e-01\\n2.68839337e-02 -3.19560707e-01 -8.36889073e-02 -3.46619129e-01\\n-1.36771798e-01 7.22995996e-02 1.42730713e-01 5.38762569e-01\\n1.96443349e-01 7.95913488e-02 -2.58733332e-01 4.68955278e-01\\n5.77662326e-02 -8.69698301e-02 1.24980330e-01 7.25770831e-01\\n3.68847013e-01 5.06829806e-02 -1.38483390e-01 -3.95100601e-02\\n-1.80905819e-01 -1.23619042e-01 4.67145920e-01 -2.29087807e-02\\n-7.49987438e-02 -5.01810312e-01 9.14061144e-02 9.44920257e-02\\n-2.28975087e-01 -6.00676909e-02 -9.11961049e-02 1.24235593e-01\\n-5.25383294e-01 -3.42253864e-01 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Verity's indoor drone systems. Designing software for drone systems requires addressing new and challenging problems such as: (a) designing flexible software systems that can adapt to the requirements of several kinds of scenarios (different type and number of drones, different operating procedures, etc.), (b) defining robust and reliable communication protocols for distributed systems (both on wired and wireless connections), (c) implementing sophisticated algorithms to execute tasks efficiently and reliably, and (d) defining smart interfaces to promptly interact with the drones and the other system components during operation. Verity is the global leader in autonomous indoor drone systems and a leading provider of drone failsafe technology. Founded in 2014, Verity's drones have completed more than 150,000 autonomous flights safely above people, in more than 100 facilities in 20 countries worldwide. Its systems also enable the deployment of dynamic sensors and other payloads anywhere in commercial and industrial facilities. Verity's drones have been used by some of the world's biggest names in entertainment, including Cirque du Soleil and Madison Square Garden, and in global tours of major artists including Drake and Metallica. We are entrepreneurs, engineers, artists, professionals, mathematicians, and designers; all working as one. Do you want to join a fast-moving start-up where your contributions will make a difference? Then join us! Responsibilities. Design and develop robust and efficient solutions for advanced robotic systems Participate in all the stages of the development process, including requirements gathering, design, implementation, testing, review, documentation, and deployment Interact with other engineering teams to define and review design documents Design the architecture of system components Define distributed communication protocols and complex state machines. Develop, and maintain general purpose libraries that can be used across Verity's code base Qualifications. University degree in a relevant field Proven track record in designing and developing industrial-grade software Solid knowledge of software engineering principles In-depth understanding of algorithms and data structures Creative approach to problem solving Experience in mentoring junior engineers is a plus Good written and spoken English language skills Excellent knowledge of C++ and STL Familiar with GDB and other debugging and program analysis tools Familiarity with libraries such as Boost and Qt is a plus Experience in Python and modern C++ is a plus Experience in promoting new technologies, coding practices, and development guidelines is a plus Benefits. Work in an interdisciplinary, highly-skilled team Create ground-breaking systems, used by some of the world's most prominent stage productions Shape the culture and have a significant impact in a rapidly growing young company\",\n", + " 'soft_skills': '[\"Adaptability\", \"Professionalism\", \"Problem Solving\", \"Operations\", \"Reliability\", \"Creativity\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Tooling\", \"System Requirements\", \"Interactivity\", \"Boost (C++ Libraries)\", \"Staging\", \"Standard Operating Procedure\", \"Industrialization\", \"C++ (Programming Language)\", \"Software Quality Management\", \"State Machines\", \"Software Systems\", \"Python (Programming Language)\", \"Maintainability\", \"Track (Rail Transport)\", \"Library\", \"Program Analysis\", \"Executable\", \"Software Engineering\", \"Completely Randomized Design\", \"C (Programming Language)\", \"Robotics\", \"Standard Template Library (STL)\", \"Sage SAFE X3\", \"Payloads\", \"Autodesk Design Review\", \"Data Structures\", \"Systems Design\", \"Algorithms\", \"Communications Protocols\", \"Gardening\", \"Public Address Systems\", \"Commercialization\", \"B (Programming Language)\", \"Qt (Software)\", \"Debugging\", \"Documentation Based Coding\", \"Process Driven Development\"]',\n", + " 'languages': \"['English', 'Armenian']\"},\n", + " {'company_id': '4',\n", + " 'job_title': 'business analyst - application support analyst',\n", + " 'location': 'Neuchâtel',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.66816726e-01 2.85162449e-01 4.95247245e-01 -7.54986182e-02\\n5.17806172e-01 -1.34886459e-01 7.60038346e-02 4.32544142e-01\\n-8.29061940e-02 -4.25131202e-01 -2.95873592e-03 -1.83584690e-01\\n9.61176306e-02 2.15909109e-01 1.05633009e-02 3.52613240e-01\\n2.66447812e-01 1.37014166e-01 -1.48201928e-01 2.16381490e-01\\n1.25430062e-01 -1.72634274e-01 3.35497499e-01 6.12776577e-01\\n4.23927665e-01 3.30772921e-02 -2.56940257e-02 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in the Romandie the French speaking part of Switzerland, in Lausanne, we are looking for a Business Analyst - Application Support Analyst who is open-minded and client-oriented, is passionate about his work, who believes in success and has a strong team spirit. Are you looking for you next challenging position? This opportunity is for you!Your challengesYou manage new applications and new functionalities in a manufacturing environment. You are in charge of lifecycle and support in manufacturing and application Level 2.Your skillsExperience in a validated environmentAt least 3-4 years' experienceExperience in application development lifecycle (supply chain)ITSM mandatoryGxP systems and computer validation systemMedical deviceLabelling systems a plusFrench and English mandatoryYour horizonsDo you think you have what it takes to face this challenge ? Don't hesitate to contact me on +41 58 233 27 08 or apply directly on this advert.About Spring ProfessionalAdvance your career, find a job that you love or discover a new opportunity for professional growth – we believe in these goals and work every day to help you achieve them. Spring Professional is a subsidiary of The Adecco Group specialising in temporary and permanent placement of qualified professionals.Find out what we can do for you. Apply for this job, or for one of over 500 other vacancies at SpringProfessional.chYour contactMadame Joanna Fumey, Recruitment Trainee, looks forward to answer your questions by phone +41 58 233 2706.You can apply directly online.JN -072019-296587\",\n", + " 'soft_skills': '[\"Positivity\", \"Management\", \"Professionalism\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Validations\", \"Supply Chain\", \"Customer Support Analyst\", \"Application-Level Gateway\"]',\n", + " 'languages': \"['English', 'Inupiaq']\"},\n", + " {'company_id': '19',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.57442186e-02 1.89378172e-01 4.58602995e-01 -1.45687848e-01\\n3.45443606e-01 -2.16841891e-01 8.32162946e-02 3.52371961e-01\\n1.24339201e-02 -4.67337012e-01 -4.36932482e-02 -2.53092408e-01\\n8.15873034e-03 1.78620026e-01 9.19062123e-02 3.34598005e-01\\n1.35245293e-01 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We are at the forefront of bringing real innovation into the industry through Blockchain / DLT solutions which we believe will transform insurance. Our vision is simply to make insurance more relevant, accessible and affordable. We have a flat management structure with a start-up mentality and are very ambitious; we want determined and enthusiastic people to share our vision and join us on this journey of innovation. What You Will Do You will be developing distributed insurance applications and services using R3 Corda You will work within a highly skilled and motivated engineering team You will bring your perspective on design and engineering helping to create innovative solutions Your code and applications will run on a global distributed network What you will bring on a professional level Strong knowledge of Java or Kotlin development, tooling and ecosystem Strong object-oriented development Some knowledge about Blockchain, distributed ledger and networks Agile software development experience including tools such as JIRA and CI Experience of working on multi-layered projects It would be great if you have R3 Corda development experience and on a personal level Share you knowledge, insight and learning openly Open to feedback and challenges from the team Curious to learn new skills What we offer B3i offers a competitive package including flexible working time and location & sabbatical programme You will work with a great bunch of people who are really making history in central Zurich Corda certification as part of your onboarding To apply for a job please send your CV in English only to jobs@b3i.tech. Please check your spam mailbox as our replies may be there. Disclaimer Notice for recruitment agencies B3i does not accept speculative CVs. We will only review CVs sent with an application for an advertised post. Any unsolicited CVs received will be treated as the property of B3i Services AG and Terms & Conditions associated with the use of such CVs will be considered null and void.',\n", + " 'soft_skills': '[\"Innovation\", \"Professionalism\", \"Management\", \"Business Operations\"]',\n", + " 'hard_skills': '[\"Advertisement\", \"Tooling\", \"Accessioning\", \"Object-Oriented Software Development\", \"CAN-SPAM Act\", \"Blockchain\", \"Industrialization\", \"Perspective (Graphical)\", \"Onboarding\", \"Layering\", \"Levelling\", \"Agile Software Development\", \"Corda\", \"Personalization\", \"Receivables\", \"Distributed Development\", \"Software Development\", \"JIRA Studio\", \"Distributed Network Protocol (DNP3)\", \"Java (Programming Language)\", \"Kotlin\"]',\n", + " 'languages': \"['English', 'Limburgan', 'Haitian Creole']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'trade execution analyst / software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT 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This includes the effective resolution of trade breaks and the potential troubleshooting in a fairly automated process; Act as deputy trader to manage trade execution across global markets; Contribute to the technical development of our portfolio management and execution platform; Contribute on projects to enhance the operational efficiency and reliability of the daily portfolio implementation process in collaboration with internal teams; Maintain and improve system interfaces to both internal and external counterparties (i.e., data and workflow automation) to reduce costs and operational risks; Assure highest data quality for signal generation, performance analysis and reporting. Ihr Profil Pleasant, open-minded and self-motivated team player with genuine interest in financial markets; Bachelor/Master degree in computer science, engineering (Software/Electrical/Electronic) or applied mathematics from a university or a technical college; Strong object oriented language programming skills, preferably C++/C#; Applied knowledge of data modelling, including relational databases (SQL); Solid Excel and VBA skills; 2-3 year of work experience in the financial industry a plus but not required – fresh graduates are welcome to apply; Fast learner, analytical and numerate with an ability to abstract, assess and solve problems; Excellent attention to detail and a proactive response to mistakes; Well-organized / priority-driven with a practical and methodological approach to your work; Fluent in English, other languages a plus. Ihre Chance Schicken Sie Ihre Bewerbungsunterlagen an jobs@oneagency.ch Ort: Zürich Spezialisierung: C# / C++ / C SQL Sprachen: Deutsch Englisch Job ID: 5205',\n", + " 'soft_skills': '[\"Self-Motivation\", \"Complex Problem Solving\", \"Collaboration\", \"Proactivity\", \"Management\", \"Team Motivation\", \"Reliability\", \"Troubleshooting (Problem Solving)\"]',\n", + " 'hard_skills': '[\"Automation\", \"Objective Interface Systems\", \"Programming (Music)\", \"Computer Science\", \"Analytics\", \"Data Modeling\", \"Operational Risk\", \"Industrialization\", \"C++ (Programming Language)\", \"Operational Efficiency\", \"Activism\", \"Maintainability\", \"Signal Generators\", \"E (Programming Language)\", \"Executable\", \"Global Market Access\", \"Financial Market\", \"Portfolio Management\", \"Workflow Automation\", \"C (Programming Language)\", \"Electronics\", \"Experimental Software Engineering\", \"C# (Programming Language)\", \"Reconciliation\", \"Applied Mathematics\", \"Alternative Investments\", \"Relational Databases\", \"Performance Analysis\", \"Abstractions\", \"SQL (Programming Language)\", \"Acceptance and Commitment Therapy (ACT)\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'junior software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.55262876e-01 1.89214036e-01 3.44549060e-01 -7.69195780e-02\\n4.18592602e-01 -2.08977953e-01 2.57224757e-02 2.55634874e-01\\n-4.52925600e-02 -3.53813797e-01 -8.81077722e-02 -2.79114902e-01\\n-1.43807575e-01 -2.44296137e-02 1.57099038e-01 5.11675537e-01\\n2.20145375e-01 1.67304929e-03 -2.26128057e-01 3.73971105e-01\\n1.14473306e-01 1.06592640e-01 -1.12827465e-01 7.17247963e-01\\n3.23252827e-01 6.90302700e-02 -3.03562116e-02 -1.16734184e-01\\n-4.23693806e-01 -1.98651627e-01 3.78225416e-01 4.01792563e-02\\n-7.02536153e-03 -1.70849487e-01 5.64118661e-02 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methodology Evaluation of new technologies including proof of concept implementations Performance analysis and optimization of our distributed, multithreaded calculation cluster Transition of various components to .NET Core/.NET Standard Support future development and client consultants with in-depth technological knowledge Ihr Profil University degree in computer science, mathematics, physics, or related subjec Dedication to sound software architecture and clean code principles Experience in object-oriented programming, ideally using C#/.NET Experience in Web technologies like JavaScript, REST, IIS, and databases Great interpersonal and communication skills Fluency in English (full professional proficiency) Interest in modern best practices and tools for software development Experience in SDLC automation Interest in finance and related Math Experience with Big Data and NoSQL technologies, e.g. MongoDB, Apache SPARK, Druid Ihre Chance Schicken Sie Ihre Bewerbung an jobs@oneagency.ch Ort: Zürich Spezialisierung: JavaScript C# / C++ / C .NET Entwicklung Agile SQL Sprachen: Englisch Job ID: 2765',\n", + " 'soft_skills': '[\"Communications\", \"Professionalism\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Apache Spark\", \"Automation\", \"Tooling\", \"Test-Driven Development (TDD)\", \"NoSQL\", \"Agility\", \"Computer Science\", \"Good Agricultural Practices\", \"Calculations\", \"MongoDB\", \"E (Programming Language)\", \"Multithreading\", \"Idealization\", \"Object-Oriented Programming (OOP)\", \"Mathematical Physics\", \"C (Programming Language)\", \"Apache Druid\", \"Finance\", \"C# (Programming Language)\", \"Software Architecture\", \"JavaScript (Programming Language)\", \"Big Data\", \"Competency-Based Development\", \"Software Development\", \"Performance Analysis\", \"ASP.NET Core\", \"SQL (Programming Language)\", \"Agile Product Development\"]',\n", + " 'languages': \"['English', 'Inupiaq', 'Welsh']\"},\n", + " {'company_id': '62',\n", + " 'job_title': 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You can drive, lead and implement global logistics projects with focus on competencies and trainings. You design and create digital media supported communication materials to strengthen our offering in transfer of knowledge and communication in an effective, target group-oriented approach. Who is Hilti? If you’re new to the industry, you might not have heard of us. We provide leading-edge tools, technologies, software and services for the global construction sector. We have a proud heritage, built over 75 years, and a worldwide reputation for pioneering products and exceptional service. With some 29,000 people in more than 120 countries, which we’re looking to expand, we’re a great place for you to show us your worth, step up to new challenges and grow your career. What does the role involve? You lead and drive project execution within global logistics where design tasks play a key role. You drive the learning experience of your stakeholders through training program and platform design. You ensure proper implementation including hand-over and trainings to the end users. You know which methods contribute to understanding a communicative problem in all its complexity. You formulate precise communication goals and define the working steps necessary to achieve a specific goal. Out of the box thinking and creativity helps to find innovative solutions. You design required film and picture material to serve your stakeholders requirements. After a sound analysis and fact base of the as-is situation you define the required steps to achieve the targeted solution. You manage the change with different stakeholder groups and communicate regularly to our management team. Our department drives overarching, cross-functional initiatives in a global set-up and it’s your opportunity to be part of this. What do we offer? Show us what you’re made of and we’ll offer you opportunities to move around the business – to work abroad, experience different job functions and tackle different markets. It’s a great way to find the right match for your ambitions and achieve the exciting career you’re after. We have a very thorough people review process, unlike any we know of in any other business. We screen everyone in the company in a yearly career performance matching process. It means we can pair talent with opportunities - developing our people in their current roles or challenging them to work in new ways or in new places. It’s how we find the right fit and further our teams personally and professionally. Additionally, we offer you a competitive salary and a wide range of benefits, these may include day care for your kids or a free in-house gym. Why should you apply? Within this role you have a unique chance to connect with many people in a wide variety of roles across our global organisation. Hilti's unique company culture stands for an ambitious but caring working environment. If you are looking to develop your career with a global player and international innovation driver and want to be part of a great, international team, we strongly appreciate your application. What you need is: A University degree ideally in Supply Chain or Media related Arts and Design Excellent networking and interpersonal communication skills Experience in project management, film production, photography and interactive design Ideally functional expertise in logistics and/or communications Fluent in English any other language a clear benefit\",\n", + " 'soft_skills': '[\"Professionalism\", \"Construction\", \"Interpersonal Communications\", \"Management\", \"Communications\", \"Distributed Team Management\", \"Innovation\", \"Creativity\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Stakeholder Requirements\", \"Global Logistics\", \"Supply Chain\", \"Industrialization\", \"European Training Programs\", \"Films\", \"Digital Media\", \"Idealization\", \"Executable\", \"Hostile Work Environment\", \"TARGET 3001!\", \"Cross-Functional Coordination\", \"Logistics\", \"Personalization\", \"Product Photography\", \"Project Management\", \"Interactive Design\", \"Additives\", \"Derivatives\", \"Media Relations\", \"Business Development\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '122',\n", + " 'job_title': 'software support engineer (fr, ch, be, lu)',\n", + " 'location': 'Bern',\n", + " 'industry': 'Internet',\n", + " 'website': 'www.therefore.ca',\n", + " 'jobdescription_embedded': '[[-1.55777916e-01 2.44646162e-01 4.60761309e-01 1.32202441e-02\\n4.27852601e-01 -1.70495957e-01 1.49829969e-01 5.15513301e-01\\n1.98983215e-02 -4.21885222e-01 -5.19852787e-02 -1.41450763e-01\\n1.08371019e-01 1.40827313e-01 1.48692399e-01 3.20744693e-01\\n3.37379754e-01 2.18882591e-01 -2.77064741e-01 3.16944510e-01\\n3.65652815e-02 -2.18486264e-01 2.15076670e-01 7.29440093e-01\\n6.40528560e-01 7.72121176e-02 -5.76715507e-02 -3.02792974e-02\\n-1.67261645e-01 -3.08670282e-01 4.98694271e-01 -1.90470859e-01\\n-9.24927066e-04 -3.46925765e-01 1.92726374e-01 -2.18261052e-02\\n-1.82223916e-01 3.87611613e-02 -1.66576579e-01 -3.89696360e-02\\n-4.63668555e-01 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The ideal candidate should bring a number of the following qualifications to the table: Bachelor's degree in computer science, engineering, math, or the physical sciences. Communicate effectively in person, on the phone, and electronically while maintaining professionalism. Think with a clear mind and develop clever and useful solutions. Excellent knowledge of Microsoft server and client software. Knowledge of database technology. Knowledge of scripting and SQL is a plus. Intelligence, motivation, and a team player attitude. Native French and fluent English speaking, German is a bonus. The Job:Main responsibilities include: Provide support via phone, web, and email to our resellers and customers. Consult and develop effective relationships with our reseller's technical support staff. Support and advise our reseller’s technical staff in designing the most efficient architecture for complex projects Test Therefore software Assist with creating resources such as Knowledge Base articles This is a home-based contractor position with up to 30% travelling required. As the main goal of this role is to provide support for the French speaking countries, the ideal candidate must be located in France, Belgium or Switzerland. The Rewards: A challenging and diversified job in an internationally oriented, rapidly growing company. A flexible work environment with the freedom to work from anywhere with an internet connection. Technical training and a competitive salary. An international, highly motivated and creative team to support you every step of the way. If these tasks sound like something you would enjoy, we want to hear from you! We look forward to receiving your application at career@therefore.net.\",\n", + " 'soft_skills': '[\"Professionalism\", \"Communications\", \"Creativity\", \"Positivity\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Projective Tests\", \"Internet Connection Sharing\", \"Knowledge Base\", \"Advising\", \"Resourcing\", \"Electronics\", \"Scripting\", \"Personalization\", \"Microsoft Servers\", \"Maintainability\", \"Computer Science\", \"Knowledge Management Software\", \"Therapeutic Support Staff\", \"SQL (Programming Language)\", \"Physical Science\", \"Technical Training\", \"Receivables\", \"Technical Support\"]',\n", + " 'languages': \"['English', 'Twi']\"},\n", + " {'company_id': '113',\n", + " 'job_title': 'full stack java software engineer for product development',\n", + " 'location': 'Allschwil',\n", + " 'industry': 'Airlines',\n", + " 'website': 'www.swiss.com',\n", + " 'jobdescription_embedded': '[[-1.53163314e-01 3.45958501e-01 4.80312377e-01 4.96129654e-02\\n6.46373272e-01 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In order to strengthen our leading market position we are looking for dedicated employees who would like to work in a fascinating international environment with more than 180 customers from all over the world. We are looking for skilled Software Engineers to be responsible for the further development of our Java-based application AMOS. Do you want to be part of a product development team and oversee the full life-cycle? Do you want to develop & maintain a software with more than 5M lines of code, used by airlines from all over the world to ensure the safety of their aircraft's? Then help us to continue the success story of AMOS and apply. Tasks Work closely with customers and their users to understand requirements Implement complex solutions within AMOS in full depth, from database backend until user frontend Go along with the full application life-cycle Work in agile development teams Perform code-reviews and write automated tests Requirements Successfully completed a degree/diploma in software engineering, computer science, or related discipline Strong foundation in Java and SQL Strong object oriented modelling and analysis skills Significant experience/interest in writing enterprise applications Knowledge of Agile Development principles Excellent organization, communication and interpersonal skills Strong customer orientation, ability to make pragmatic compromises to make progress Fluency in English, German language skills are an advantage Airline / MRO know-how desirable What we offer Working in an open and cooperative environment with a motivated and friendly team Good professional and personal development opportunities Active participation in the continuous improvement of processes International work environment with people from around the globe Excellent working conditions in pleasant surroundings: brand new office spaces and ergonomic office furniture, lounge zone, terrace, coffee & break room Ideal work-life balance and different sport possibilities (e.g. squash, soccer, ice skating – partially supported by company) Child allowance and the possibility of home office Fringe benefits: discount on flights, annual TNW abo, discount offers for hotels and hire cars, advantageous credit card conditions, and more\",\n", + " 'soft_skills': '[\"Writing\", \"Cooperation\", \"Professionalism\", \"Friendliness\", \"Management\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Computer Science\", \"Life Cycle Assessment\", \"Branding\", \"Maintenance Engineering\", \"Credit Card Applications\", \"M (Programming Language)\", \"Maintainability\", \"E (Programming Language)\", \"Test Automation\", \"Hostile Work Environment\", \"Software Engineering\", \"Java Application Server\", \"Ergonomics\", \"Logistics\", \"Continuous Improvement Process\", \"Object-Oriented Design\", \"Transferable Skills Analysis\", \"Agile Product Development\", \"Office Space Planning\", \"Code Review\", \"Community Organizing\", \"Personality Development\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Custom Backend\"]',\n", + " 'languages': \"['English', 'Galician', 'Somali', 'Dzongkha']\"},\n", + " {'company_id': '86',\n", + " 'job_title': 'full stack web application engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Security Services',\n", + " 'website': 'www.open-systems.com',\n", + " 'jobdescription_embedded': '[[-3.17957133e-01 3.46389115e-01 3.89491558e-01 -3.21595445e-02\\n5.47099888e-01 -2.52057105e-01 1.19775601e-01 4.27356750e-01\\n-2.69577876e-02 -4.45008129e-01 -1.14103749e-01 -2.02499047e-01\\n-8.60764459e-02 6.90063164e-02 1.94518670e-01 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-2.55317211e-01 -4.51381430e-02 -3.47080268e-02\\n1.95612729e-01 -4.55677122e-01 -1.10574611e-01 -9.88458768e-02\\n-2.49608960e-02 -2.35832348e-01 -2.35158112e-02 -1.15717314e-01]]',\n", + " 'job_description': 'Join our team of web application developers and face the challenge of making IT security visible, understandable, and beautiful. As a Web Application Engineer, you will extend and improve the Mission Control Portal and thus help our customers to better manage and understand their global network security setups. Together with service engineers, UI designers, and product owners you discuss, shape, specify, and implement solutions that emphasise the value of strong IT security services, ease the operation of thousands of devices deployed across the planet, and provide intelligent insights into security-relevant data and processes. As part of the Mission Control team, you share operational duties with your colleagues. We expect you to bring the following skills to the table: ETH, university, or FH degree in Computer Science Experience in web application development on the client side (JavaScript, CSS3, HTML5, React) and the server side (Java, Spring) Familiarity with SQL and relational databases Basic knowledge of build and deployment environments (Atlassian Bamboo, Maven, Tomcat) Fluent in English and preferably German Furthermore, we expect basic knowledge and a high motivation to participate a coached training program in these areas: Knowledge of Linux operating systems Understanding networking in general and the major internet protocols Knowledge of network security concepts and practices You will join one of our small development teams that works with agile methods. The team will rely on you to focus on its goals and efforts as a team player while being able to work independently. At Open Systems we are passionate about what we do. We work in an environment in which innovative solutions, rapid development times, creativity and open communication are practiced and continuously fostered. The pursuit of technical advancement is at the center of our attention. You will be based at our office in Zurich (CH) and will get the opportunity to work out of our office in Redwood City (US) for a few months. We look forward to receiving your complete online application (letter of motivation, CV, diplomas/reference letters/transcript of records. Compress your application into two attachments). For further questions and inquiries about applications, please feel free to contact Helena Grimm at +41 58 100 10 10.',\n", + " 'soft_skills': '[\"Management\", \"Communications\", \"Operations\", \"Innovation\", \"Creativity\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Web Applications\", \"Agility\", \"Computer Science\", \"Compression\", \"Internet Protocols\", \"Atlassian Bamboo\", \"European Training Programs\", \"Rapid Application Development\", \"Linux\", \"HTML5\", \"Server-Side\", \"React.js\", \"Operating Systems\", \"Apache Maven\", \"JavaScript (Programming Language)\", \"Network Security\", \"Small Business Development\", \"Receivables\", \"Relational Databases\", \"Centering\", \"Network Security Services\", \"Java (Programming Language)\", \"Inquiry\", \"SQL (Programming Language)\", \"Web Application Development\", \"Apache Tomcat\", \"Controllability\", \"Open Systems SnapVault\"]',\n", + " 'languages': \"['English', 'Nauru', 'Portuguese', 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Our services, processes and tools are built around a unique business vision which emphasizes the life cycle role of IT infrastructure – an understanding that far from being static installations, infrastructures should continually evolve to drive improved business performance. This role will be working as part of the Data Centre Operations team to deliver support activities and input to project related tasks within the Data Centre and ensure that all work carried out complies with agreed standards, providing an operational interface to physical security teams assisting in the proactive management of the site’s security. The DC Engineer will provide an interface to the customer, advising them of any operational issues with the infrastructure and acting as a point of contact to address the customer requirements including being first line of support for incident and recovery duties, contribution to BAU activity to rack, install and decommission devices. Candidates will be fluent in German and English and have worked in a similar role previously. Required Skills / Experience Ideally the candidate will have worked previously in a Data Centre support role.Network patching experience (copper and fibre) install and break/ fixKnowledge of copper termination and previous infrastructure installationsChange management processesUnderstanding of criticality of support in a financial sectorDemonstration of good listening, oral and written communication required.An ability to assimilate technical details required for project delivery in ashort time frame and in pressurised environmentAbility to manage prioritise workload effectivelyTroubleshooting, ability to diagnose potential issues impacting programme and offer resolutionFluent in German and English Job Types: Full-time, Permanent Language: English (Required)German (Required) ',\n", + " 'soft_skills': '[\"Proactivity\", \"Infrastructure\", \"Management\", \"Operations\", \"Written Communication\"]',\n", + " 'hard_skills': '[\"Business Performance Management\", \"Logistics Support Activity\", \"Tooling\", \"IT Infrastructure\", \"Installation\", \"Advising\", \"Activism\", \"Acting\", \"Idealization\", \"Physical Security\", \"Life Cycle Assessment\", \"Customer Requirements Analysis\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '67',\n", + " 'job_title': 'embedded software engineer (f/m)',\n", + " 'location': 'Murten',\n", + " 'industry': 'Transportation Equipment Manufacturing',\n", + " 'website': 'www.johnsonelectric.com',\n", + " 'jobdescription_embedded': '[[-1.90961227e-01 3.02307189e-01 4.06296194e-01 -6.68723360e-02\\n4.88062948e-01 -1.29931673e-01 -4.14050967e-02 3.19163173e-01\\n5.06887361e-02 -5.01810074e-01 -5.40789478e-02 -2.32725516e-01\\n1.52008995e-01 9.47872847e-02 -1.44654801e-02 4.64887470e-01\\n3.06536227e-01 7.90329278e-02 -2.37781256e-01 3.75159115e-01\\n1.28430068e-01 -1.95426092e-01 2.60935843e-01 7.96691060e-01\\n4.09811765e-01 3.69257741e-02 -1.33819748e-02 6.25348166e-02\\n-1.96191207e-01 -2.81508774e-01 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motors, motion subsystems and actuators for automotive and industrial applications. Our motion solutions adjust car seats and headlamps, run vacuum cleaners and power drills as well as 300 other applications worldwide. We are the safe choice for our clients. Due to the expansion of our plant in Murten, Switzerland, and to support our Automotive Products Group team we are looking for an Embedded Software Developer (f/m). Your Responsibilities Analyzing the customer’s requirements and elaborating software specifications for embedded electronic of new actuators products Collaboration for SW FMEAs with different development teams Design and develop the embedded software functionalities Create functional requirement and software validation test plan Perform or monitor the software validation tests Reviewing and releasing the software validation test reports Requirements Engineering Degree in software, electronics, or mechatronics engineering At least a first experience in software engineering Strong knowledge of electronics and C programming for embedded systems Knowledge of Assembler coding is a plus Autonomous and systematic work, able to work under pressure High level in English and German is mandatory, French knowledge is an asset Motivated and team player Benefits An exciting and very dynamic work environment within a young, motivated team Great appreciation of entrepreneurial and out-of-the-box thinking A truly international and multicultural work context If you are interested in this challenging position we are looking forward to receiving your CV in English.',\n", + " 'soft_skills': '[\"Collaboration\", \"Team Motivation\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Programming (Music)\", \"Software Validation\", \"Industrialization\", \"Mechatronics\", \"Functional Requirement\", \"M (Programming Language)\", \"Electricity\", \"Actuators\", \"Embedding\", \"Mill Test Report\", \"Hostile Work Environment\", \"Software Engineering\", \"Electronics\", \"Embedded Systems\", \"Requirements Engineering\", \"Drilling\", \"Sage SAFE X3\", \"High-Level Architecture\", \"Receivables\", \"Test Planning\", \"Software Requirements Specification\", \"Embedded Software\", \"Subsystems\"]',\n", + " 'languages': \"['English', 'Urdu', 'Aragonese', 'Zulu']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + 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You will be working on new features, help define the architecture and make sure our solutions stay maintainable (refactor when necessary). You will mainly be responsible for one of the following components: Desktop Application with NFC (Electron) Mobile Application (React Native with Bluetooth Low Energy) Frontend Applications (VueJS) Backend (Go) Other technologies and tools we are currently using are Python, Solidity and Docker as well as Git with Bitbucket, CI/CD for automated testing and deployment, JIRA, Slack, Confluence and Postgres. As a team we work in sprints, prioritize and define how to implement features together, do code reviews and always try to assist each other. What you will be doing: Developing new features during development sprints, making sure your code is properly tested and documented Reviewing pull requests from your colleagues and discuss how issues can be solved better Helping to define the system architecture Refactoring code to ensure it is maintainable What you bring along: Experience in designing, working on and maintaining software systems The right mindset – you like to take on responsibility, you can work independently, you care about code quality Teamwork skills Very good English skills (German not required) Computer Science background is appreciated, but we value personality and a track record over education Eligibility to work in Switzerland What we can offer: Being part of an ambitious, talented team that delivers unique solutions using the latest IoT and blockchain technologies Interesting, challenging, and diverse roles with lots of autonomy Personal development opportunities which are based on your personal contribution having measurable impact on the organization and its products An open, transparent, and inclusive team culture A fun work environment About Modum Modum is an innovative startup, combining new technologies such as Blockchain, IoT and AI to provide new solutions for our customers. Our current solutions are targeted at customers in the pharmaceutical sector - helping them to improve their supply chain efficiency, gain better insights and automate their processes. We leverage trusted data from our next generation digital monitoring solution to solve real-world challenges. Modum not only collaborates with global technology partners such as SAP and AWS, but also joins up with business partners such as Swiss Post to ensure that their solutions are fit-for-purpose. We are looking for team players and passionate personalities who bring innovative ideas and enthusiasm to everything they do. If this sounds like you, we would love to meet you! Application Process You can apply for the job by sending a short cover letter, your CV, and ideally your Github Repo to careers@modum.io. After collecting the applications and reviewing them, we will decide whether your application meets our criteria. If that is the case, we will invite you for a first interview. This interview focuses on getting to know you, your experiences, strengths, and ambitions. The goal of the first interview is to choose a shortlist of three applicants to go forward with. These three applicants will be invited for a second interview. The second interview consists of two parts: (1) A technical interview and technical challenge. We have several options for the technical challenge and are happy to discuss which suits you best beforehand. (2) You will have a chat with a few members of the team. We value a team fit; we want to make sure that both you and the existing team are happy with the decision and can work productively together. After the assessment of the second interview and your positive feedback, we will make some reference calls. As soon as the decision is made and you have received the job offer, we conclude the process by signing the contract.',\n", + " 'soft_skills': '[\"Teamwork\", \"Decisiveness\", \"Collaboration\", \"Enthusiasm\", \"Innovation\", \"Prioritization\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Bitbucket\", \"Automation\", \"Tooling\", \"Code Refactoring\", \"Blockchain\", \"Computer Science\", \"Collections\", \"Automated Testing Framework\", \"Supply Chain\", \"Mobile Application Software\", \"Business Partnering\", \"Software Systems\", \"Python (Programming Language)\", \"React Native\", \"Maintainability\", \"Track (Rail Transport)\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Solidity (Programming Language)\", \"Systems Architecture\", \"Idealization\", \"Hostile Work Environment\", \"Slack (Software)\", \"Bluetooth Low Energy (Bluetooth)\", \"Github\", \"Docker (Software)\", \"TARGET 3001!\", \"Electronics\", \"Personalization\", \"Digitization\", \"Code Review\", \"Receivables\", \"Atlassian Confluence\", \"Pharmaceuticals\", \"Git Flow\", \"Personality Development\", \"JIRA Studio\", \"Custom Backend\"]',\n", + " 'languages': \"['English', 'Esperanto', 'Ido', 'Chinese', 'Amharic']\"},\n", + " {'company_id': '49',\n", + " 'job_title': 'software engineer (full time\\xa0and internship)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[ 2.70995289e-01 1.54261723e-01 4.81505841e-01 3.79903391e-02\\n4.55764771e-01 -4.02951419e-01 1.70122653e-01 3.39460611e-01\\n2.01764315e-01 -3.46308976e-01 6.77916482e-02 -1.40374705e-01\\n-1.20104678e-01 -8.68354514e-02 -1.96930729e-02 2.35235572e-01\\n2.26132035e-01 -1.16104046e-02 5.89579064e-03 2.93967962e-01\\n4.99906912e-02 -1.06877416e-01 2.36763552e-01 5.25393128e-01\\n3.78643423e-01 3.06039918e-02 3.54153067e-02 1.29395515e-01\\n-3.73154163e-01 -2.04567149e-01 3.08267772e-01 -5.17313965e-02\\n2.84701567e-02 -3.36257190e-01 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Test and optimize the software running on embedded Linux / make our software fast and stable Navigating a commercial drone via our sensor and have fun REQUIREMENT Proven experience as a software engineer (a must to have for the full time job) Very good C/C++ coding skills Skilled git master, code reviewing, unit_testing, familiar with git pipeline Fluent speaking and writing in English Knowledge of software protection is a plus WHAT WE OFFER Being part of a Startup about to take off A welcoming and driven team Working in the center of Zurich Having fun with drones Good Salary & potentially participation in stock option plan (for the full time job)',\n", + " 'soft_skills': '[\"Writing\", \"Planning\"]',\n", + " 'hard_skills': '[\"Commercialization\", \"C++ (Programming Language)\", \"Incentive Stock Option\", \"Linux\", \"Software Protection\", \"Centering\", \"Git (Version Control System)\", \"Software Coding\", \"Code Review\", \"Pipelining\", \"Software Engineering\"]',\n", + " 'languages': \"['English', 'Kashmiri']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'c++ software engineer',\n", + " 'location': 'Bern',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-7.09732175e-02 3.38157743e-01 5.69412589e-01 -1.66195735e-01\\n5.03363073e-01 -3.01427662e-01 1.75213546e-01 3.70859325e-01\\n-7.83256441e-02 -2.46664673e-01 -1.57646611e-01 -3.03183287e-01\\n5.62876789e-03 6.62099272e-02 -1.26478886e-02 2.39175588e-01\\n2.50667125e-01 9.02712196e-02 -3.55700850e-02 3.15962911e-01\\n1.22244105e-01 -1.80169284e-01 1.82521701e-01 6.08436346e-01\\n3.84395033e-01 6.48807585e-02 -4.17304300e-02 1.77186325e-01\\n-3.71910334e-01 -2.49414697e-01 3.38445097e-01 2.71361154e-02\\n-8.20943937e-02 -1.06550813e-01 1.03579707e-01 6.96264580e-02\\n-1.18168078e-01 5.61679527e-03 -1.20069152e-02 1.18433446e-01\\n-3.17988724e-01 -3.88510115e-02 5.55690117e-02 -9.49423462e-02\\n-1.89457342e-01 -4.34882104e-01 1.72983810e-01 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This role is permanent position based in Bern Canton. Your role: Concept & develop customized software modules for the control of large process plants in cooperation with a sales organization & development department. Analyze & implement requirements (parameterization / configuration) to the plant software. Parameterize & configure customer specific requirements. Implement within a Microsoft environment with C++. Carry out documentation & customer training. Further develop existing products. Conduct software testing activities. Closely cooperation with other departments Your Skills & Experience: 2 to 4 years of professional C ++ Software Development experience. Ideally skilled & experienced in SQL programming. Enthusiastic to get involved in parametrization, configuration & complex software development tasks. Your Profile: University Degree in Computer Science. Conceptual, structured, reliable, analytical & team-oriented. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " 'soft_skills': '[\"Team Oriented\", \"Professionalism\", \"Cooperation\", \"Reliability\", \"Positivity\", \"Sales\"]',\n", + " 'hard_skills': '[\"Programming (Music)\", \"Computer Science\", \"Analytics\", \"C++ (Programming Language)\", \"Requirements Specifications\", \"Activism\", \"Custom Software\", \"Customer Development\", \"Idealization\", \"Software Engineering\", \"Conceptualization\", \"Customer Service Training\", \"C (Programming Language)\", \"Receivables\", \"Software Modules\", \"Software Development\", \"Software Testing\", \"SQL (Programming Language)\", \"Controllability\", \"Customer Requirements Analysis\"]',\n", + " 'languages': \"['English', 'Navaho', 'Ojibwa', 'Igbo', 'Chichewa']\"},\n", + " {'company_id': '145',\n", + " 'job_title': 'software development engineer',\n", + " 'location': 'Argovia',\n", + " 'industry': 'Biotech & 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You will be part of the software development team 'QA Solutions'. We develop software products for automated quality assurance procedures of medical Linacs and patient treatments which are seamlessly integrated into the clinical workflow to fulfill customer needs.Our department is responsible for design and implementation of innovative and reliable quality assurance procedures for the newest treatment methods to support our businesses for treatment planning and delivery systems including photon, proton and brachy therapy. Varian offers a friendly, open and international working environment, continuous education, flexible work time management, competitive salaries and excellent fringe benefits. In this position as software development engineer, you interact with product managers, engineering colleagues as well as directly with our customers. Specific ResponsibilitiesDesign, develop and verify new products for patient specific quality assurance of radiotherapy treatments including algorithms for image processing and analysis.Provide all necessary documentation related to this area of responsibility.Interest in gathering domain knowledge in the areas of radiotherapy quality assurance and medical image processing. Desired QualificationsSW development engineer (B.Sc. level or equivalent)Experience with Python (3+ years), *NIX environments (3+ years) and NoSQL database (e.g. CouchDB)Full stack web application development experience (Apache server administration, Cloud / virtualization)Proficiency with Git, Jenkins, Makefiles and automated software testing Following Qualifications are an assetModern and legacy web front end development with willingness to be flexible (Jquery to React, Angular, Flask, or Vue.js)C coding experience including CUDA/GPU programmingNumerical or scientific programming and visualization (Numpy and/or MATLAB)Performance analysis/optimizationComfort with heterogeneous environments (Windows, Linux)Fluency in English language, written and verbalAbility to travel up to 20% We're unleashing the power of technology and human ingenuity to achieve new victories in the fight against cancer. Join us and have a global impact.\",\n", + " 'soft_skills': '[\"Ingenuity\", \"Friendliness\", \"Reliability\", \"Integration\", \"Innovation\", \"Quality Assurance\", \"Time Management\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Web Applications\", \"Server Administration\", \"Automation\", \"Production Management\", \"NoSQL\", \"Graphics Processing Unit (GPU)\", \"Jenkins\", \"Programming (Music)\", \"Interactivity\", \"Vue.js\", \"MATLAB\", \"Virtualization\", \"Nvidia CUDA\", \"Treatment Planning\", \"NumPy\", \"Python (Programming Language)\", \"Linux\", \"Photonics\", \"E (Programming Language)\", \"Levelling\", \"SARS Software Products\", \"Medic\", \"CouchDB\", \"Flask (Web Framework)\", \"React.js\", \"Image Processing\", \"Engineering Management\", \"C (Programming Language)\", \"JQuery\", \"Humanism\", \"Angular (Web Framework)\", \"Front End (Software Engineering)\", \"Software Development\", \"Software Testing\", \"Patient Treatment\", \"Algorithms\", \"Medical Imaging\", \"Cancer\", \"Git Flow\", \"Performance Analysis\", \"Workflows\", \"New Product Development\", \"B (Programming Language)\", \"Web Application Development\", \"Integrated Delivery Systems\"]',\n", + " 'languages': \"['English', 'Inupiaq', 'Croatian']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'software engineer .net / c#',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-9.92792398e-02 3.02440435e-01 2.93507308e-01 -1.08191818e-01\\n5.06818295e-01 -1.45451322e-01 -2.83627659e-02 4.52165246e-01\\n-9.99013036e-02 -4.81435567e-01 -4.60295333e-03 -2.95293808e-01\\n5.45937829e-02 9.21726972e-02 -1.24952262e-02 4.09118265e-01\\n3.21383029e-01 9.80194211e-02 -1.50388926e-01 3.37944984e-01\\n1.17071971e-01 -9.27732289e-02 1.34574592e-01 7.16347098e-01\\n3.26944977e-01 7.60269240e-02 1.65419318e-02 9.98060033e-02\\n-3.03879976e-01 -3.05884153e-01 3.57515484e-01 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look at functional movement therapy from a completely different angle. Because they enable independent exercise and create maximum motivation, because they challenge people to take courage and support their hopes with personal achievements. Your responsibilities You take a significant part in the creation of the software architecture of our client Work in multidisciplinary projects with the internal departments Mechanical and Electrical Engineering, Technical Projects, Product Management as well as the Service and Manufacturing departments focuses the development of our therapy devices in particular on clinical application and usability aspects Your profile You got a bachelor in Computer Science good knowledge of the .NET platform, including C#, WPF and WCF understanding of relational and non-relational databases some years of experience with Software Architecture, Service Oriented Design and Software development processes experience in Version Control Systems and Application Lifecycle Management very good English skills, German skills are a plus Your chance Interested? Please do not hesitate to find out more about this unique opportunity and send your complete application file to jobs@oneagency.ch. Ort: Zürich Spezialisierung:Sprachen: Job ID: 486',\n", + " 'soft_skills': '[\"\"]',\n", + " 'hard_skills': '[\"Control Systems\", \"Usability\", \"Relational Databases\", \"Software Development\", \"Version Control\", \"Electrical Engineering\", \"C# (Programming Language)\", \"Product Management\", \"Software Architecture\", \"Computer Science\", \"Application Lifecycle Management\", \"Personalization\", \"Wcf 4\", \"Service-Oriented Modeling\", \"Lifecycle Management\", \"Mechanicals\"]',\n", + " 'languages': \"['English', 'Belarusian', 'Haitian']\"},\n", + " {'company_id': '27',\n", + " 'job_title': 'junior software engineer medco for the department of information systems',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'Healthcare Services & Hospitals',\n", + " 'website': 'www.chuv.ch',\n", + " 'jobdescription_embedded': '[[-3.00035059e-01 3.61983538e-01 4.44360465e-01 -7.17792660e-03\\n5.62070787e-01 -1.37449756e-01 -1.13336578e-01 2.42946625e-01\\n-2.19843201e-02 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Through its collaboration with the Faculty of Biology and Medicine of the University of Lausanne and the EPFL, CHUV plays a leading role in the areas of medical care, medical research and training. The mission of the Data Science group, wich part of CHUV Department of Information Systems, is to foster the adoption and use of data science and innovative tools in medical informatics within the hospital to significantly improve biomedical research and hospital key processes. To achieve this ambitious goal, one of the core tasks of the group is to develop the necessary IT infrastructure for providing physicians and scientists with the means to smoothly access and use, for their clinical research projects, the massive volume of clinical data that every day is generated within the hospital. Our current and future challenges lie at the intersection of big data, medical informatics, data protection and artifical intelligence. To address these challenges and push the bar furhter, a part of the Data Science Group is specifically focused on projects in Medical Informatics that will explore innovative Tools and technologies for implementing new prototype applications that could potentially be deployed in operational settings. As a Junior Software Engineer within our Data Science team, you will be responsible for : Defining technical and functional specification for new medical informatics applications based on end-users (scientists, physicians and IT experts) requirements and latest technological advances from the research academic community Developing and documenting robust and mature proofs of concept and prototypes of these applications and help in the transition to production environments within the team. In your past experiences, you have shown a proven track record of crafting innovative and elegant software solutions and the capacity to fully document the solutions you have developed. Your are passionate about technology and excited about working in the medical field. Requirements This position requires a university degree in Computer Science or Medical Informatics or equivalent discipline with : Proficiency in at least one object-oriented design development and data-driven development language (JAVA is highly preferable, Go is a plus) Excellent understanding of data structures and algorithms Ability to implement robust prototypes almost ready for deployment in production settings Experience with RESTful JSON APIs and design of micro-services and Web services Experience with relational database management systems and SQL Experience with front-end Framework such as VueJS, WebSockets ans HTML/CSS Experience with DevOps Tools for software deployment and automation using containerization frameworks such as Docker (Kubernetes and Docker Swarm are a plus) Experience with Agile software development as a team and version control (OAuth, OpenID connect, etc.) Oral and written proficiency in French is required to help you interact with end-users and peers on a daily basis. Benefits If you become an employee at the Centre Hospitalier Universitaire Vaudois, we will offer you the following : High social benefits Three days of training per year 25 working days of vacation per year Very good restaurants with preferential rates. ',\n", + " 'soft_skills': '[\"Research\", \"Collaboration\", \"Hospitality\", \"Operations\", \"Innovation\", \"Socialization\"]',\n", + " 'hard_skills': '[\"Automation\", \"Kubernetes\", \"Tooling\", \"Accessioning\", \"Model-Driven Development\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Computer Science\", \"Informatics\", \"Relational Database Management Systems\", \"MASSIVE (Software)\", \"Prototype (Manufacturing)\", \"OAuth\", \"IT Infrastructure\", \"Version Control\", \"DevOps\", \"Prototyping\", \"Docker Swarm\", \"Track (Rail Transport)\", \"Medic\", \"HyperText Markup Language (HTML)\", \"Containerization\", \"Functional Specification\", \"Software Engineering\", \"Agile Software Development\", \"Data Science\", \"Web Services\", \"Docker (Software)\", \"Biology\", \"Management Systems\", \"Clinical Research\", \"Object-Oriented Design\", \"Big Data\", \"Community Development\", \"Clinical Data Warehouse\", \"Data Structures\", \"Front End (Software Engineering)\", \"Relational Databases\", \"Software Development\", \"Algorithms\", \"Medical Research\", \"OpenID\", \"JSON\", \"Database Management Systems\", \"AN/PRC-148 Multiband Inter/Intra Team Radio (MBITR)\", \"SQL (Programming Language)\", \"Software Deployment\", \"Adoptions\", \"Information Systems\", \"Java Scripting Languages\"]',\n", + " 'languages': \"['English', 'Samoan']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'java software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.29084960e-01 2.62140512e-01 5.79300046e-01 -1.71656758e-01\\n4.07597214e-01 -3.26852977e-01 1.65194467e-01 4.05312955e-01\\n-9.65342149e-02 -3.00251544e-01 -9.88191515e-02 -1.96574986e-01\\n-4.77293655e-02 1.41474620e-01 1.45884052e-01 2.29993805e-01\\n2.33096421e-01 1.49870053e-01 -1.31318286e-01 3.56698543e-01\\n2.72295237e-01 -1.14527576e-01 1.08554579e-01 5.86050332e-01\\n3.26876760e-01 8.07606876e-02 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This role is permanent position based in Zürich Canton. Your Role: Hold joint responsibility for conception, implementation, testing & quality assurance within customer projects. Utilize the following Technology Stack: Java 8/11, SpringBoot, Spring Framework, Swagger, REST, SOAP, Angular 8+, Maven, GitLab CI, Docker, Kubernetes, HL7 FHIR & IHE. Your Skills: At least 4 years of professional Java Software Engineering experience. Sound experience with different webservice technologies such as REST & SOAP & modern Software Architectures like Spring Boot, Spring Data & Swagger. A knowledge of Continuous Integration & Continuous Deployment. Ideally experienced in Agile Software Development. Your Profile: Computer Science University Degree. Creative, responsible, dynamic, self-driven & both team & quality-oriented. Fluent English (spoken & written), German is considered very advantageous. If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " 'soft_skills': '[\"Quality Assurance\", \"Creativity\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Kubernetes\", \"Spring Boot\", \"Computer Science\", \"Continuous Integration\", \"Spring Data\", \"Idealization\", \"Java 8\", \"Software Engineering\", \"Agile Software Development\", \"Docker (Software)\", \"Apache Maven\", \"Software Architecture\", \"Receivables\", \"Angular (Web Framework)\", \"Software Development\", \"Software Modernization\", \"Simple Object Access Protocol (SOAP)\", \"Swagger UI\", \"Java (Programming Language)\", \"Gitlab\", \"Spring Framework\"]',\n", + " 'languages': \"['English', 'Norwegian Nynorsk', 'Hungarian', 'Macedonian', 'Kinyarwand']\"},\n", + " {'company_id': '122',\n", + " 'job_title': 'software support engineer (fr, ch, be, lu)',\n", + " 'location': 'Bern',\n", + " 'industry': 'Internet',\n", + " 'website': 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The ideal candidate should bring a number of the following qualifications to the table: Bachelor's degree in computer science, engineering, math, or the physical sciences. Communicate effectively in person, on the phone, and electronically while maintaining professionalism. Think with a clear mind and develop clever and useful solutions. Excellent knowledge of Microsoft server and client software. Knowledge of database technology. Knowledge of scripting and SQL is a plus. Intelligence, motivation, and a team player attitude. Native French and fluent English speaking, German is a bonus. The Job:Main responsibilities include: Provide support via phone, web, and email to our resellers and customers. Consult and develop effective relationships with our reseller's technical support staff. Support and advise our reseller’s technical staff in designing the most efficient architecture for complex projects Test Therefore software Assist with creating resources such as Knowledge Base articles This is a home-based contractor position with up to 30% travelling required. As the main goal of this role is to provide support for the French speaking countries, the ideal candidate must be located in France, Belgium or Switzerland. The Rewards: A challenging and diversified job in an internationally oriented, rapidly growing company. A flexible work environment with the freedom to work from anywhere with an internet connection. Technical training and a competitive salary. An international, highly motivated and creative team to support you every step of the way. If these tasks sound like something you would enjoy, we want to hear from you! We look forward to receiving your application at career@therefore.net.\",\n", + " 'soft_skills': '[\"Professionalism\", \"Communications\", \"Creativity\", \"Positivity\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Projective Tests\", \"Internet Connection Sharing\", \"Knowledge Base\", \"Advising\", \"Resourcing\", \"Electronics\", \"Scripting\", \"Personalization\", \"Microsoft Servers\", \"Maintainability\", \"Computer Science\", \"Knowledge Management Software\", \"Therapeutic Support Staff\", \"SQL (Programming Language)\", \"Physical Science\", \"Technical Training\", \"Receivables\", \"Technical Support\"]',\n", + " 'languages': \"['English', 'Greenlandic', 'Haitian Creole', 'Ossetic', 'Kirghiz']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'software engineer .net / c# – 100%',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.36485139e-01 3.94954354e-01 3.41715157e-01 -1.32264718e-01\\n3.74576837e-01 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This role is a permanent job full time. Your main responsibilities: As an experienced and proactive SW developer, you will design and develop core components for a PC-based client-server application In a \"High Performance Software Environment\" you develop and implement concepts independently Feature development client and/or server: Analysis, conception and design, implementation and unit testing Perform design and code reviews with team members Training and support of the team members in the development work in their own area of competence You work closely together with your cooperation partners, who are composed of product managers, requirements engineers and development teams for the software instrument Your profile: 3 to 5 years of relevant work experience in the software engineering environment Practical experience with the .NET Framework and C# know-how of phase models and agile methods Ideally experience with WPF, WCF, NHibernate and Autofac High Degree in Computer Science Fluent oral and written English – German skills will be a great plus to communicate with the team If you wish to apply, please send us your resume in Word format with some references.',\n", + " 'soft_skills': '[\"Proactivity\", \"Communications\", \"Written English\", \"Cooperation\"]',\n", + " 'hard_skills': '[\"Production Management\", \"Phase (Waves)\", \"Concept Analysis\", \"Agility\", \"Wcf 4\", \"Requirements Engineering\", \"C# (Programming Language)\", \"Unit Testing\", \"Computer Science\", \"Instrumentation\", \"Idealization\", \"High Performance Computing\", \"Requirements Management\", \"Code Review\", \"Software Performance Testing\", \"Reporting Application Server\", \"Software Engineering\", \".NET Framework\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'agile java software engineer',\n", + " 'location': 'Basel',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.78160131e-01 2.67130196e-01 5.70411026e-01 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This role is permanent position based in Basel Canton. Your Role: < >nsure high-quality functionality of applications. Independently develop solution variants in coordination with customers. Further develop applications within a Scrum team. Undertake programming with Java8. Implement backend service development with Java EE. Utilize Angular in a digitalized environment Integrate different systems in a high-performance & flexible manner. Your Skills: Several years of software development experience. Skills & experience in Java8, Java EE & Angular. A convincing performance record in successfully completed software projects. Experienced in agile methodologies. Scrum Master experience is considered a plus Ideally experienced in testing. Very interested in software architecture. Your Profile: University degree in computer science. Committed, ambitious & enthusiastic personality. Convincing, strong communication skills & a team-player. Innovative, analytical & both solution & service orientated. Entrepreneurial thinking, goal-driven & a strong willingness to learn. A high affinity for agility & fun in the development of high-quality software. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format to sem@helvetica-partners.com You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Coordinating\", \"Service-Orientation\", \"Willingness To Learn\", \"Innovation\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Agility\", \"Programming (Music)\", \"Computer Science\", \"Analytics\", \"Integrated Language Environments\", \"High Performance Computing\", \"Service Development Studio\", \"Software Quality Management\", \"Java EE Application\", \"Component Object Model (COM)\", \"Scrum (Software Development)\", \"Idealization\", \"Software Engineering\", \"Agile Methodology\", \"Digitization\", \"Personalization\", \"Software Architecture\", \"Receivables\", \"Angular (Web Framework)\", \"Software Development\", \"Software Project Management\", \"Java (Programming Language)\", \"Custom Backend\"]',\n", + " 'languages': \"['English', 'Portuguese', 'Estonian']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'ml engineer (m/w) 100%',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.70086816e-01 3.80971551e-01 4.20473903e-01 -3.19519788e-02\\n4.96490806e-01 -1.21971823e-01 8.27693865e-02 3.54645789e-01\\n-1.40803471e-01 -3.20467621e-01 -7.79657662e-02 -2.68107086e-01\\n-1.44926891e-01 -4.87525016e-02 1.75634220e-01 4.62267637e-01\\n2.75467515e-01 5.40910177e-02 -1.19416997e-01 4.48270649e-01\\n1.00455798e-01 -5.58483228e-02 -3.22290584e-02 6.42925858e-01\\n3.57693881e-01 -3.20474338e-03 -5.53328618e-02 6.48745298e-02\\n-2.89077044e-01 -2.72470236e-01 3.92766088e-01 6.94912747e-02\\n-1.05534546e-01 -3.18338811e-01 1.83309421e-01 2.32345507e-01\\n-1.71927586e-01 -3.47492355e-03 -1.51967639e-02 3.89504582e-01\\n-3.65352273e-01 -3.67182612e-01 7.33734965e-02 -6.00571223e-02\\n-3.02102089e-01 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highly motivated, interdisciplinary teams and bring Machine Learning, Natural Language Processing and Chatbots to the cloud Ensure high quality of our software products with Unit-, Integration- and End-to-End-Tests Your profile: BS/MS degree in Computer Science, Mathematics or a similar technical field of study or equivalent practical experience Substantial experience with machine learning models Experience with one or more general purpose programming languages including but not limited to: Python, JavaScript, Java 8+ (Spring, Hibernate/JPA), Ruby or Go Good knowledge of micro-service and REST API architectures Technical competency in Machine Learning/Artificial Intelligence (Statistical/Predictive Modeling/Natural Language Processing) Ability to efficiently get familiar with code bases, and to design and implement new features Very good communication (written and spoken) in German and English Valid work permission for Switzerland or Swiss/EU citizenship Benötigte Skills Machine Learning Python Python JavaScript JAVA Spring Hibernate Ruby Go Englisch Mathematik',\n", + " 'soft_skills': '[\"Research\", \"Written Communication\", \"Reliability\", \"Integration\"]',\n", + " 'hard_skills': '[\"Python Server Pages\", \"KM Programming Language\", \"Natural Language Processing\", \"Computer Science\", \"Statistics\", \"Machine Learning\", \"Hibernate (Java)\", \"Ruby (Programming Language)\", \"Feature Learning\", \"Python (Programming Language)\", \"SARS Software Products\", \"Limiter\", \"Java 8\", \"Machine Learning Methods\", \"JavaScript (Programming Language)\", \"Artificial Intelligence\", \"Scalability\", \"Predictive Modeling\", \"Chatbot\", \"Algorithms\", \"Java (Programming Language)\", \"Application Programming Interface (API)\", \"RESTful API\"]',\n", + " 'languages': \"['English', 'Pushto', 'Kwanyama', 'Limburgish', 'Tagalog']\"},\n", + " {'company_id': '106',\n", + " 'job_title': 'clinical application product manager (oncology/hematology)',\n", + " 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The Clinical Product Application manager will be responsible for hematological cancer applications mainly for Next Generation Sequencing. The position will be either home or office based at our office in St-Sulpice, Switzerland. Main Job Responsibilities Take the lead on product development life cycle by delivering and presenting new product business cases, collect product requirements, develop go-to-market strategies, launch products and engage in post-marketing surveillance Monitor the clinical diagnostics ecosystem and competitive landscape to help develop strategic goals for Next Generation Sequencing applications. Work closely together with customers and key opinion leaders on projects to develop new applications Define pricing strategy, product messaging and positioning for product portfolio Work together with the marketing team to develop product collaterals such as fact sheets, white papers and presentations Engage closely with the sales team by visiting key accounts, presenting at congresses and workshops, and deliver training to Subject Matters Experts. Partner and lead project with BioIT, Data Scientists, Production, R&D and Business Development to achieve business goals. Coordinate the development of all components of a product and analytical platform features across the different departments of the company Measuring and reporting sales performance of products We Are Looking for a Candidate Who Has Bachelors, Masters or higher degree in biology, molecular biology, molecular genetics, or a related discipline. PhD would be an advantage. 5+ years of relevant experience, with practical experience in the life science, clinical research or diagnostics field. Experience in hematological malignancies is a strong advantage. Proven track record of product launches and go-to-market strategies in NGS applications Excellent knowledge of NGS workflow technologies and understanding of bioinformatics analysis Proven ability to work in a team and collaboratively across departments to develop new market strategies that meet revenue and growth forecasts Ability to think strategically, analyze situations quickly and make informed decisions Excellent organizational skills to define timelines, set priorities and deliver on time Excellent written and verbal communication skills including communicating complex scientific topics in simple terms to internal and external partners. Must have flexibility in working hours and be available for 25% domestic & international business travel. English (business language) is mandatory. French or other languages would be desirable. Starting date: ASAP Location: Home office based in Europe with easy access to an international airport, and/or St-Sulpice - Switzerland Apply',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Strategic Thinking\", \"Coordinating\", \"Collaboration\", \"Decisiveness\", \"Management\", \"Communications\", \"Timelines\", \"Organizational Skills\", \"Presentations\", \"Positivity\", \"Sales\"]',\n", + " 'hard_skills': '[\"White Paper\", \"Accessioning\", \"Product Requirements\", \"Genomics\", \"Life Sciences\", \"Collections\", \"Analytics\", \"Genetics\", \"Life Cycle Assessment\", \"Pricing Strategies\", \"Key Opinion Leader Development\", \"Molecular Genetics\", \"Landscaping\", \"Track (Rail Transport)\", \"Oncology\", \"Market Access Strategy\", \"Sales Performance Management\", \"Patentable Subject Matter\", \"Workflow Technology\", \"Accounting\", \"Clinical Research\", \"Agile Product Development\", \"Hematology\", \"Forecasting\", \"Bioinformatics\", \"Cancer\", \"Molecular Biology\", \"Fact Sheets\", \"Go-to-Market Strategy\", \"New Product Development\", \"Business Development\", \"International Business\", \"Business Case\"]',\n", + " 'languages': \"['English', 'Malagasy']\"},\n", + " {'company_id': '115',\n", + " 'job_title': 'data quality analytics consultant',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Insurance Agencies & Brokerages',\n", + " 'website': 'www.swissre.com',\n", + " 'jobdescription_embedded': '[[-1.75298631e-01 1.34277016e-01 4.93102580e-01 1.04394108e-02\\n4.35366124e-01 -8.75177607e-02 -1.43540166e-02 4.56902802e-01\\n-5.83789572e-02 -4.84218180e-01 -3.69837135e-02 -2.76895404e-01\\n-1.19374052e-01 1.46532059e-01 8.90235901e-02 4.30540830e-01\\n4.31288421e-01 1.60808772e-01 -1.88231498e-01 2.23380938e-01\\n8.68097097e-02 -3.87049578e-02 1.35737032e-01 7.60980546e-01\\n4.53682780e-01 5.40129095e-03 -2.38795206e-03 -4.62727174e-02\\n-1.66459322e-01 -2.27245569e-01 5.05446553e-01 4.20605019e-02\\n-2.07854971e-01 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The Swiss Re Group is one of the world’s leading providers of reinsurance, insurance and other forms of insurance-based risk transfer, working to make the world more resilient. It anticipates and manages risk – from natural catastrophes to climate change, from ageing populations to cybercrime. The aim of the Swiss Re Group is to enable society to thrive and progress, creating new opportunities and solutions for its clients. Headquartered in Zurich, Switzerland, where it was founded in 1863, the Swiss Re Group operates through a network of around 80 offices globally. It is organised into three Business Units, each with a distinct strategy and set of objectives contributing to the Group’s overall mission. About the Role Do you have a real passion for data and technology? Join our highly skilled global team. You will work with colleagues from various countries who have studied at universities around the world and have world-class experience, which will be an exciting learning opportunity. You will work closely with many business units and on projects which will enable you to actively demonstrate your technical and qualitative skills. Are you ready for new opportunities and interested to take on these challenges? We are looking for a Data Quality Analytics Consultant to join our team: We autonomously develop effective methods, techniques and/or programs to solve the tasks. We handle, develop and implement appropriate quality assurance frameworks for our customers and contribute to further improve existing ones. We define guidelines and build clarity on maturity of current data quality activities and provide support to constantly learn quickly. About the Team We are a small agile team with great team spirit, part of the information management unit, which is a global team responsible for managing all data related matters for Swiss Re worldwide. While customers are spread all over the world, we are in Bratislava and Zurich. About You You have very good SQL knowledge and programming skills (e.g. Oracle SQL, MS SQL). Your good programming skills in Java or another common programming language are completing our team’s skill set. You are like us: very good in analytical and logical thinking and working. You love to find errors, weak points, vulnerabilities and inconsistencies in program code and data content. Your creative thinking style is oriented to find customer-centric and sustainable solutions. User experience is not an alien concept to you. You are an expert in crafting crisp reports with appealing and clear graphs. In addition, as a great teammate you: are independent and take on responsibility - dedicated and ready to help where needed. have a get it done attitude: Efficient and accurate even under pressure and a high degree of flexibility. can handle ambiguity and conflicting information. have working experience in data quality assurance or information management. are motivated to learn and develop yourself and the team. have excellent verbal and written communication skills in English. You impress us even more, if you: possess experience in (re-)insurance or financial sector. know how to work with Excel-VBA. are experienced in working in an agile environment. If the above statements resonate with you we would be happy to receive your CV and motivation letter. We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, including gender identity or expression, sexual orientation, age, marital status, veteran status, or disability status.
Swiss Re',\n", + " 'soft_skills': '[\"Management\", \"Resilience\", \"Operations\", \"Creative Thinking\", \"Quality Assurance\", \"Written Communication\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Oracle SQL Developer\", \"Disabilities\", \"Risk-Based Testing\", \"Data Quality\", \"Agility\", \"Programming (Music)\", \"Cybercrime\", \"Sustainability\", \"Analytics\", \"Strategic Business Unit\", \"Activism\", \"Naturalization\", \"Climate Change Mitigation\", \"E (Programming Language)\", \"Reinsurance\", \"Risk Management\", \"Equalization\", \"Information Management\", \"Receivables\", \"Appeals\", \"Vulnerability\", \"Additives\", \"Graphing\", \"Coloring\", \"User Experience\", \"Java (Programming Language)\", \"SQL (Programming Language)\"]',\n", + " 'languages': \"['English', 'Fijian']\"},\n", + " {'company_id': '98',\n", + " 'job_title': 'database administrator',\n", + " 'location': 'Switzerland',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 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management tools for the broadcast industry. This includes interactive and virtual solutions, animations, maps, weather, video editing and compositing tools. Vizrt has customers in more than 100 countries worldwide including such as CNN, CBS, Fox, the BBC, BSkyB, Al Jazeera, ZDF, CCTV, and the list keeps growing. This is possible due to 600 engaged and very competent employees in 40 offices around the world. In our R&D team in Zürich/Switzerland we create award-winning, unique and high-tech software dedicated to sports media productions. We strive to develop first-class media enhancement technology and we need your excellent C++ programming skills to develop the best products for Vizrt around sports media creation. To strengthen our software engineering team, we have an immediate opening for a proactive, pragmatic, and team-oriented SOFTWARE ENGINEER (C++) You complement the engineering team with your expertise and experience in application development and you will help us to advance the innovative and technologically advanced product lines related to sports. In close collaboration with your colleagues, you will be working on our challenging, exciting, and interesting software engineering tasks. What are we looking for? You are a pragmatic, team-oriented, flexible, independent and motivated software engineer You have excellent C++ programming skills and ideally already some experience You have at least a MSc in Computer Science, and some knowledge in Software Design or Architecture Good English capabilities is a must. German is not a requirement but helpful in private life. Background knowledge in Computer Graphics, Computer Vision and/or Machine Learning is a plus. Experience with Visual Studio or Qt SDK is a plus. We expect efficiency and pragmatic problem-solving skills. Your interest and enthusiasm for sports helps us to deliver the next generation of sports media technology. What do we offer? At Vizrt, you will find a challenging and diversified software engineering position in our dynamic, innovative, and fast-growing high-tech environment. Interesting tasks are waiting for your excellent solutions and your main focus will be on high quality application development where you will be integrated in the full development cycle. Sporadic field services at international sports media productions and infrequent second level support are part of the profile. If you find this interesting and want to be a part of our team submit your CV and application by clicking the \"Apply now\" button or at vizrt.com. Click here to read about our online privacy and personal data policies. jVL8HHgSoa',\n", + " 'soft_skills': '[\"Team Oriented\", \"Collaboration\", \"Proactivity\", \"Problem Solving\", \"Enthusiasm\", \"Integration\", \"Innovation\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Real Time Data\", \"Video Editing\", \"Frameforge 3D Studio\", \"MSC Software\", \"Tooling\", \"Programming (Music)\", \"Interactivity\", \"Computer Science\", \"Field Service Management\", \"Virtualization\", \"Industrialization\", \"Scholastic READ 180\", \"Compositing\", \"C++ (Programming Language)\", \"Media Production\", \"Computer Vision\", \"Component Object Model (COM)\", \"High Tech Manufacturing\", \"Levelling\", \"Idealization\", \"Product Lining\", \"Software Engineering\", \"Microsoft Visual Studio\", \"Machine Learning Methods\", \"Automation Studio\", \"Animations\", \"Personalization\", \"Weather Maps\", \"Qt (Software)\", \"Software Design\", \"Real-Time Computer Graphics\", \"Computer Graphics\", \"Asset Management\", \"Closed-Circuit Television Systems (CCTV)\", \"Broadcasting\"]',\n", + " 'languages': \"['English', 'Dutch', 'North Ndebele']\"},\n", + " {'company_id': '70',\n", + " 'job_title': 'blockchain engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.68468460e-01 1.95393801e-01 4.78372335e-01 6.75854832e-02\\n4.87819761e-01 -2.82376140e-01 -2.54423451e-02 3.55114311e-01\\n-4.72318605e-02 -4.13300365e-01 1.08802542e-02 -2.17324018e-01\\n-8.63056108e-02 1.96554944e-01 1.50316522e-01 2.86524832e-01\\n2.80053586e-01 1.19370423e-01 -2.13149682e-01 3.43104661e-01\\n1.08419441e-01 -1.43764347e-01 8.43892172e-02 7.31656373e-01\\n5.02883852e-01 1.18845157e-01 -8.51071849e-02 -6.51941374e-02\\n-2.00312302e-01 -1.17461666e-01 4.12943602e-01 -5.08855991e-02\\n1.39200501e-02 -4.22871172e-01 8.63478854e-02 8.00476968e-02\\n-2.75455445e-01 -3.40935774e-02 -1.72808006e-01 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It is an innovative, fair and trusted partner committed to reshaping entire business models with cutting edge blockchain technology. Our teams are busy building the future of identity, financial markets, commerce, security infrastructure and more. Our Leadership team has led some of the most innovative production blockchain implementations in the world. The Role We’re looking for a talented Blockchain Engineer with a strong C# background to join our international distributed team. The successful employee will have at least 2-3 years technical experience, and will be responsible for developing, enhancing and maintaining applications and smart contracts together with other team members. Your tasks: Develop quality applications, components and modules using C# (we're using .NET Core) Develop smart contracts Test applications and smart contracts to ensure that they meet the requirements specified Work under an agile scrum methodology Skills & Requirements: Self-motivation and an ability to work autonomously are a must. To be successful in the role, you should ideally possess the following attributes: Strong understanding of blockchain technologies including Ethereum Strong programming skills, including C#, Solidity and JavaScript Experience with the following frameworks and technologies will be a plus: Truffle OpenZeppelin Node.js SQL Databases (MS SQL, Azure SQL) NO SQL Databases (Azure Storage, MongoDB, CosmosDB) Docker and Kubernetes What awaits you: This is an exciting opportunity for a self-motivated individual who is keen to join the growing blockchain ecosystem. The successful candidate will become part of a highly motivated team and enjoy a friendly environment where remote work and flexible working hours are embraced, and a can-do and enterprising spirit is cultivated. We have big plans, and want you to be a key part of those! If you are someone who thrives in a fast-paced environment where being self-directed, determined, and resilient are requirements, we’re looking forward to receiving your application.\",\n", + " 'soft_skills': '[\"Self-Motivation\", \"Friendliness\", \"Resilience\", \"Team Motivation\", \"Distributed Team Management\", \"Team Leadership\", \"Innovation\"]',\n", + " 'hard_skills': '[\"Kubernetes\", \"Agility\", \"Programming (Music)\", \"Hyper SQL Database (HSQLDB)\", \"Blockchain\", \"Infrastructure Security\", \"Application Testing\", \"Node.js\", \"Maintainability\", \"MongoDB\", \"Scrum (Software Development)\", \"Product Innovation\", \"Financial Market\", \"Docker (Software)\", \"C# (Programming Language)\", \"JavaScript (Programming Language)\", \"Azure Blob Storage\", \"Self-Directed Learning\", \"Ethereum\", \"Receivables\", \"Modulation\", \"SQL Azure\", \"Business Model\", \"ASP.NET Core\", \"SQL (Programming Language)\", \"Cultivator\"]',\n", + " 'languages': \"['English', 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The candidate will join a multi-disciplinary team dedicated to developing high-quality products. The ideal candidate is a team player, likes overcoming difficult challenges, enjoys learning new skills, and has a “hands-on” problem solving approach. This is an outstanding opportunity for a self-motivated individual to make a key contribution and increase their responsibilities in a high-growth start-up environment. You will build software used by medical professionals and patients. We have build our platform on a modern stack, including Node.js, React, Redux, GraphQL. As a team, we embrace collaboration and independent responsibility: you’ll be supported in your work, and you’ll have the freedom to make your own decisions. This role is for someone who wants to apply their computer science knowledge to have a meaningful impact on personalised medicine and life sciences. We are looking for someone to grow with the organization as a core member of the team. Job responsibilities: As part of the 1Drop Diagnostics team, the candidate will develop software for a distributed portable medical diagnostics system: Provide architecture and design for the overall application according to the requirements Inspire our users with a beautiful and intuitive UI/UX design Develop new features and functionality in collaboration with team members Maintain best practices relating to design, implementation, documentation, testing, and deployment. Ensure an easy-to-read and robust code base and good test coverage. Monitor and optimize code performance Provide integration with external services Provide technical leadership Assess current development processes and recommend changes as needed Our ideal candidate: Minimum 2 years’ experience working in a team with a modern web stack (Node.js, Django, Rails, React, etc.) building high-performance web applications Proficient in modern JavaScript (especially promises), Python, Ruby/Ruby on Rails Passion for front-end engineering and design Desire to push our stack forward. Currently, we use Angular, Redux, and React, GraphQL on the front end, Node.js, Postgres and Rabbitmq on the back end Deep knowledge of the building blocks of the web: HTTP, headers, cookies, caching Knowledge and experience using dev ops (continuous integration: Maven, Jenkins, Git) Open, objective, opinionated. Having technology preferences but happy to use frameworks and tools that get the job done efficiently and with scale in mind Nice to have skills and experience: Interest in personalised medicine, biology, laboratory science Experience with machine learning and image processing Passion for making in your spare time: electronics, robots, art, bikes, cars, anything! Experience with Android or iOS development Experience working with a quality system in a regulated industry ',\n", + " 'soft_skills': '[\"Self-Motivation\", \"Leadership\", \"Decisiveness\", \"Collaboration\", \"Professionalism\", \"Problem Solving\", \"Integration\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Tooling\", \"Jenkins\", \"Nice (Unix Utility)\", \"Clinical Laboratory Science\", \"Computer Science\", \"Life Sciences\", \"High Performance Computing\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Industrialization\", \"Scholastic READ 180\", \"Scale (Map)\", \"Ruby (Programming Language)\", \"Android (Operating System)\", \"Python (Programming Language)\", \"Node.js\", \"Maintainability\", \"GraphQL\", \"IOS Development\", \"Quality Management Systems\", \"Software Engineering\", \"React.js\", \"Django (Web Framework)\", \"Threading Building Blocks\", \"Machine Learning Methods\", \"Front-End Engineering\", \"Image Processing\", \"RabbitMQ\", \"Product Quality (QA/QC)\", \"React Redux\", \"Apache Maven\", \"Electronics\", \"Biology\", \"JavaScript (Programming Language)\", \"Robotics\", \"Ruby On Rails\", \"Front End (Software Engineering)\", \"Back End (Software Engineering)\", \"Http Headers\", \"Software Development\", \"Service Provider\", \"Diagnostic Medical Sonography\", \"Git Flow\", \"Documentation Based Coding\", \"Process Driven Development\"]',\n", + " 'languages': \"['English', 'Amharic']\"},\n", + " {'company_id': '80',\n", + " 'job_title': 'software engineer / software developer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.25367069e-01 2.32250974e-01 5.06567001e-01 -3.08572352e-02\\n5.38056970e-01 -1.08408272e-01 -2.40812823e-02 1.60881981e-01\\n4.34205234e-02 -2.91904867e-01 -2.14868248e-01 -2.16581345e-01\\n-1.15298659e-01 5.15648387e-02 2.66742986e-02 3.83278847e-01\\n3.06102395e-01 2.71346886e-02 -6.74058422e-02 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-2.13812858e-01\\n-1.91874057e-01 -3.12175632e-01 -1.88196659e-01 7.33174235e-02]]',\n", + " 'job_description': 'Job Description You will be part of our IoT Core feature team, which is responsible for the development and operations of the core software services of our IoT Cloud Platform. We use agile DevOps and SRE practices to provide outstanding service quality and availability to our customers. You will join a team of always curious and enthusiastic Engineers, which are working closely together with the Product Owner to deliver valuable features that enable the digitalisation of the logistics industry. This is a (specialized or full-stack) software engineering position with focus on development and operation of software services. He / She designs, implements, tests and operates high quality software services according to SLAs and OLAs in place and takes co-ownership for team owned software components. The focus of the role will be: Conduct technical requirements analysis based on input from business analysis respectively business requirements engineering, including functional and non-functional requirements (e.g. security, availability, scalability, cost-optimization, …) Create software designs based on result of requirements analysis according to the architectural-, security-, product- and team guidelines Implement software designs using continuous integration and deployment Maintain existing software systems; including fixing bugs, adding new features, refactoring and conducting version upgrades Participate in code reviews as part of the agile software development process and collaborate with other software engineers to integrate code changes (e.g. pull/merge requests) Conduct quality testing on software (unit testing) and software systems (integration and end-to-end testing) Write and maintain technical documentation of software and software systems Operate software systems and collaborate with customer support team and system team to resolve incidents (2nd level support) Participate in agile software development activities (e.g. stand-ups, planning meetings, retrospectives, …) and collaborate with product owner and product management team to coordinate timeline for new features Qualifications Good conceptual skills in developing solution designs, documenting and implementing them Experience in writing JVM based software, primarily in Kotlin and Java. Python and Unix shell know-how is a great plus Experience with at least two of the following tools: Git / DataDog / Prometheus & Grafana / Ansible Experience with at least one of the following approaches to API development: Protobuf & gRPC Rest API (ideally using OpenAPI or Swagger) Experience with at least four of the following systems: Apache Kafka PostgreSQL or other relational database systems DynamoDB Docker Kubernetes AWS ECS / Fargate Elastic Search Linux / Unix Experience with Stream processing (e.g. Kafka Streams, Flink, Spark etc.) is very helpful Fluent in English spoken and written. German is a plus, but not mandatory Additional Information You can choose between either a MacBook Pro or a Microsoft Windows Notebook at a top location right next to the railway station Zurich Hardbrücke. Nexxiot is an equal opportunity employer. Welcoming diversity gives us a competitive advantage in the global marketplace and is an important driver of our success and culture. Our recruitment team is looking forward to receive your CV via our career portal.',\n", + " 'soft_skills': '[\"Writing\", \"Collaboration\", \"Coordinating\", \"Planning\", \"Microsoft Windows\", \"Timelines\", \"Operations\", \"Integration\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Apache Flink\", \"Kubernetes\", \"Tooling\", \"Customer Support\", \"Agility\", \"Product Management\", \"Unit Testing\", \"Unix Shell\", \"Continuous Integration\", \"Industrialization\", \"Activism\", \"Functional Requirement\", \"Software Systems\", \"Python (Programming Language)\", \"PostgreSQL\", \"Maintainability\", \"Linux\", \"E (Programming Language)\", \"Levelling\", \"Idealization\", \"Systems Integration\", \"Apache Kafka\", \"Cloud Platform System\", \"Software Engineering\", \"Amazon DynamoDB\", \"Stream Processing\", \"Agile Software Development\", \"Conceptualization\", \"Full Stack Software Engineering\", \"Docker (Software)\", \"Business Requirements\", \"AD Model Builder (ADMB)\", \"Amazon Marketplace\", \"Logistics\", \"Equalization\", \"Scalability\", \"Business Analysis\", \"Technical Documentation\", \"Code Review\", \"Receivables\", \"Software Design\", \"Service Quality\", \"Database Systems\", \"Stand-Up Comedy\", \"Datadog\", \"Grafana\", \"Java Virtual Machine (JVM)\", \"Software Development\", \"Requirements Analysis\", \"Solution Design\", \"Relational Databases\", \"Ansible\", \"Additives\", \"Git Flow\", \"OpenAPI\", \"Swagger UI\", \"Java (Programming Language)\", \"Job Descriptions\", \"Application Programming Interface (API)\", \"Prometheus (Software)\", \"Unix\", \"Software Plus Services\", \"Kotlin\", \"DevOps\", \"RESTful API\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'big data software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.95475721e-01 2.26254344e-01 4.53860939e-01 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Ihr Aufgabenbereich Build, scale and maintain solutions based on Hadoop and/or other NoSQL systems Write and tune complex near-real-time and batch data pipelines with Spark or Java MapReduce Explore available technologies to provide business support to the clients Work closely with customers and other stakeholders in an agile environment Ihr Profil Bachelor or Master in Computer Science / Information Management or related field Proficient in OOP (Java) and FP (Scala, Clojure), willing to learn new programing languages Experience in Big Data technologies (Hadoop, Spark, Kafka, HBase) Knowledge of real-time processing systems like Storm, Spark Streaming or others Knowledge and experience in agile software development Superb problem-solving skills You are a proactive team player with the ability to work independently and accurately in interdisciplinary projects Knowledge of data structures and algorithms for Big Data, Machine Learning is a plus Very good skills in German and English, French would be an asset Ihre Chance Apply now: jobs@oneagency.ch! Ort: Zürich Spezialisierung: JAVA Entwicklung Sprachen: Deutsch Englisch Französisch Job ID: 2052',\n", + " 'soft_skills': '[\"Proactivity\", \"Problem Solving\"]',\n", + " 'hard_skills': '[\"Business Support Systems\", \"NoSQL\", \"Agility\", \"Computer Science\", \"Spark Streaming\", \"Scale (Map)\", \"Scala (Programming Language)\", \"MapReduce\", \"Maintainability\", \"Real Time Systems\", \"Transaction Processing Systems\", \"Machine Learning Methods\", \"Agile Software Development\", \"Real Time Payments\", \"Clojure\", \"Project-Based Solutions\", \"Information Management\", \"Big Data\", \"Data Structures\", \"Software Development\", \"Algorithms\", \"Apache HBase\", \"Amazon Data Pipeline\", \"Writing Systems\", \"Java (Programming Language)\", \"Extended Data Services\", \"Object-Oriented Programming (OOP)\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'data scientist',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT 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personalized client experience / advice; Turning data analysis results into business insights & actions by using effective communication to various business stakeholders. Ihr Profil a degree in a technical field (Computer Science, Statistics, Mathematics, Physics, Engineering or similar) or equivalent practical experience; experience in Machine Learning / Artificial Intelligence, Data Mining, Natural Language Understanding or Algorithmic Foundations of Optimization; experience in processing data from relational databases using SQL; experience in visualizing data analysis results in an effective, applicable manner; programming experience and proficiency in one or more of the following: Python, R, Julia, Scala, Java, C/C++ (preferable, not required: understanding of object oriented design, programming and analysis); (preferable, not required) experience with learning frameworks/tools (TensorFlow, PyTorch, Caffe, MXNet, H2O, Deeplearning4j, Microsoft Cognitive Toolkit, MLlib, CUDA) and/or ‘Big Data’ analyses involving Apache Spark, Hadoop, Mesos or Kubernetes, and/or distributions such as Hortonworks; ability to explain complex models to both technical and non-technical stakeholders; basic knowledge about core banking products (functional, usage, target groups). Ihre Chance Schicken Sie Ihre Bewerbungsunterlagen an jobs@oneagency.ch Ort: Zürich Spezialisierung: JAVA Entwicklung C# / C++ / C SQL Sprachen: Job ID: 7055',\n", + " 'soft_skills': '[\"Communications\", \"Sourcing\"]',\n", + " 'hard_skills': '[\"Apache Spark\", \"Julia (Programming Language)\", \"Tooling\", \"Programming (Music)\", \"Apache MXNet\", \"Statistical Methods\", \"Computer Science\", \"Data Streaming\", \"Machine Learning\", \"Nvidia CUDA\", \"Mathematical Statistics\", \"Production Function\", \"Scala (Programming Language)\", \"Python (Programming Language)\", \"Data Feed\", \"Data Visualization\", \"Natural Language Understanding\", \"Mathematical Physics\", \"TARGET 3001!\", \"C (Programming Language)\", \"C# (Programming Language)\", \"Personalization\", \"R (Programming Language)\", \"Caffe\", \"Artificial Intelligence\", \"Object-Oriented Design\", \"Electronic Data Processing\", \"Deep Learning\", \"Survey Data Analysis\", \"Java Data Mining\", \"TensorFlow\", \"Big Data\", \"Database Systems\", \"Transformation (Genetics)\", \"Microsoft Cognitive Toolkit (CNTK)\", \"Banking\", \"Relational Databases\", \"Algorithms\", \"PyTorch (Machine Learning Library)\", \"Java (Programming Language)\", \"Reinforcement Learning\", \"SQL (Programming Language)\", \"Data Analysis\", \"Apache Mesos\"]',\n", + " 'languages': \"['English', 'Limburger', 'Shona', 'Southern Sotho', 'Xhosa']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'software engineer – full stack java developer (m/f)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.38020450e-01 2.89252847e-01 5.50936282e-01 -1.30269632e-01\\n6.12978935e-01 -8.19544271e-02 5.71732745e-02 3.72604609e-01\\n-1.01555577e-02 -2.83596218e-01 -1.40971750e-01 -3.23409617e-01\\n-3.14746574e-02 7.91962594e-02 1.81828246e-01 3.82863671e-01\\n1.36100456e-01 1.24225371e-01 -2.51341254e-01 2.05138013e-01\\n2.22766399e-01 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Ihr Aufgabenbereich Understand and prioritize product requirements and end-user needs and drivers Elicit and analyze all requirements, including business rules Design, develop and support application solutions to meet client requirements Ihr Profil A degree in Computer Science (IT apprenticeship graduates, higher education in IT, bachelor) Demonstrated work experience and knowledge of Web Development using Java, JavaScript, Python Experience in one or more of the following (AngularJS, NodeJS, Django / Flask, Bootstrap, Knockout, AureliaJS or similar. Build Chain: SVN Git, Ant, Maven) Knowledge of databases (SQL) Experience on agile development methodologies Excited to explore new technologies and able to quickly learn An ability to pro-actively take ownership of and analytical problem solving skills Good knowledge of the German & English languages (written & spoken) Swiss nationality or valid Swiss work permit / EU passport Ihre Chance Apply now: jobs@oneagency.ch! Ort: Zürich Spezialisierung: JAVA Entwicklung JavaScript Web SQL Sprachen: Deutsch Englisch Job ID: 2064',\n", + " 'soft_skills': '[\"Prioritization\", \"Consulting\", \"Operations\", \"Problem Solving\"]',\n", + " 'hard_skills': '[\"Knockout.js\", \"Hyper SQL Database (HSQLDB)\", \"Product Requirements\", \"Computer Science\", \"Analytics\", \"Web SQL Databases\", \"Higher Education\", \"Technology Integration\", \"Activism\", \"Python (Programming Language)\", \"Web Development\", \"Flask (Web Framework)\", \"Business Card Design\", \"Django (Web Framework)\", \"Apache Ant\", \"Bootstrap (Front-End Framework)\", \"Apache Maven\", \"JavaScript (Programming Language)\", \"Software Development Methodologies\", \"Git Flow\", \"Java (Programming Language)\", \"Agile Product Development\"]',\n", + " 'languages': \"['English', 'Belarusian']\"},\n", + " {'company_id': '68',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Chiasso',\n", + " 'industry': 'Film Production & 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While reading key responsibilities of the role, please consider that we value attitude more than your expertise. Are you curious and passionate about working in a constantly evolving and challenging international environment? Even if you dont feel to fit the role 100%, please apply: put your willingness to learn and we will grow together! Key Responsibilities will include Designing, writing and testing clean code using design patterns Create resilient, secure and performant applications able to serve millions of requests per day Contribute in simplifying and improving the infrastructure, always focusing on CI/CD Learn from colleagues and share your knowledge Interact with all stakeholders finding solutions for company evolutions Maintain systems by monitoring, identifying and correcting software defects. Contribute in the R&D of the company stack, proposing effective solutions Constantly updating technical knowledge and skills by attending in-house and/or external courses, reading manuals and accessing new applications Skills and Experience Essential Experience as a Software Engineer programming in Object Oriented languages ( C++, Java, Python etc.) Problem solving capabilities Positive and collaborative attitude Willingness to work inside a team Curiosity and passion for continuous improvement Customer orientation fluency in English What We Offer Working in an international agile environment using eXtreme Programming Bleeding edge technology stack (Docker, Kubernetes, Spring Boot, Vert.x, ReactJS, React Native and more ...) Continuous learning program with internal didactic unit Possibility to join conferences around Europe for continuous improvement Coding Dojo: a weekly training to learn and share coding techniques during office hours Internal technical conference (technical lunch) Flexible working hours Remote working up to 2 days per week Possibility to join the Erasmus program (temporary relocation among our offices) Complimentary fruit, beverages, coffees and a dedicated lounge area Preferential prices reserving through our platform Discounts from external partners Hiring Process Candidates for this position can generally expect a hiring process similar to the following one (please consider that based on location and availability the process can be slightly modified) Qualified candidates receive feedback concerning their application from our Recruiting team Based on role and experience, candidate might be requested to solve a coding exercise to submit on a public repository on Github. Exercise will be assessed by our internal Engineering team Onsite Coding -Techical interview: a coding exercise to solve together pairing with our Engineering team in your favourite programming language, plus a talk about technical stuffs, experiences and analyzing possible production scenarios Youll have the opportunity to meet our technical leaders and understand a little bit more about our continuous learning environment! Follow our technical team! -Blog: https://technology.lastminute.com/ -Twitter: https://twitter.com/lastminute_tech/Qualifications null Additional Information null',\n", + " 'soft_skills': '[\"Reservations\", \"Writing\", \"Collaboration\", \"Infrastructure\", \"Willingness To Learn\", \"Resilience\", \"Problem Solving\", \"Curiosity\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Kubernetes\", \"Accessioning\", \"Spring Boot\", \"Programming (Music)\", \"Agility\", \"KM Programming Language\", \"Interactivity\", \"Object Oriented Programming Language\", \"Distributed Design Patterns\", \"Scholastic READ 180\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"React Native\", \"Maintainability\", \"Agile Edge Technologies\", \"Dojo Toolkit\", \"Software Engineering\", \"Object Constraint Language\", \"Docker (Software)\", \"Beverage Products\", \"Blogs\", \"Continuous Improvement Process\", \"Receivables\", \"Virtual Learning Environments\", \"Additives\", \"Code Sharing\", \"Java (Programming Language)\", \"Vert.x\", \"Extreme Programming\"]',\n", + " 'languages': \"['English', 'Abkhazian', 'Javanese']\"},\n", + " {'company_id': '107',\n", + " 'job_title': 'software engineer, full-stack',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'Enterprise Software & Network Solutions',\n", + " 'website': 'www.spotme.com',\n", + " 'jobdescription_embedded': '[[-2.40400463e-01 1.97630540e-01 5.63323975e-01 3.51318382e-02\\n5.01096666e-01 -1.70995638e-01 1.30098253e-01 3.23587179e-01\\n5.76776499e-03 -4.04238015e-01 -2.61640493e-02 -3.40038747e-01\\n-2.14768038e-03 2.19531074e-01 1.51836947e-01 4.26689506e-01\\n1.15004860e-01 1.13718919e-01 -1.38945699e-01 2.45707050e-01\\n5.85400686e-02 -2.23842412e-01 3.17868888e-02 7.21959472e-01\\n4.38476354e-01 -1.36701493e-02 -9.36722308e-02 -8.37761015e-02\\n-2.61980355e-01 -1.31882980e-01 4.96534377e-01 4.42499928e-02\\n-1.43099621e-01 -3.95369768e-01 1.17438890e-01 9.74113569e-02\\n-2.47757256e-01 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SpotMe has been recognized by G2 Crowd as the leading pure play mobile event app, a growing space that represents more than $1 billion in potential annual revenue. Our ambition is to double down on this opportunity, use events as a springboard and extend our positioning into Digital Experience Platforms (DXP) for employees and customers. Today, SpotMe serves over 220 global brands, including 80 Fortune 500 companies. Some of the world’s largest companies – including Novartis, L’Oréal and Daimler – use SpotMe to connect every event to their greater story. Responsibilities: Develop new features of the SpotMe Backstage, our CMS Optimise user experience, streamline workflows, improve feedback and reporting Perform complete UI/UX re-design with ease of use, contextual aid in mind Work in cross-team projects on new & improving existing features Participate in brainstorming, specification and design sessions Maintain documentation, samples & best practices up to the highest standards Requirements & Skills: Native JavaScript and CSS speaker, proficient in Angular & Node.js Experience with SQL & No-SQL databases is a plus Demonstrated success in designing and building complex web applications Strong analytical, communication and collaboration skills Proactive, independent, completes tasks down to resolution ',\n", + " 'soft_skills': '[\"Visionary\", \"Collaboration\", \"Proactivity\", \"Brainstorming\", \"Communications\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Angular (Web Framework)\", \"Streamlines\", \"Springboard\", \"Hyper SQL Database (HSQLDB)\", \"Node.js\", \"Cascading Style Sheets (CSS)\", \"Digitization\", \"User Experience\", \"Maintainability\", \"Workflows\", \"Performance Reporting\", \"JavaScript (Programming Language)\", \"Analytics\", \"SQL (Programming Language)\", \"Branding\", \"Zope (CMS)\", \"Mobility\"]',\n", + " 'languages': \"['English', 'Korean', 'South Ndebele']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'java ee software engineer',\n", + " 'location': 'Bern',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.42486432e-01 2.86398619e-01 5.64832747e-01 -1.69629052e-01\\n4.46930528e-01 -3.66724253e-01 1.39893904e-01 3.95505875e-01\\n-1.18415885e-01 -4.21115041e-01 -1.05354689e-01 -2.83324987e-01\\n-3.17195244e-02 3.28076184e-02 1.60395324e-01 2.96050400e-01\\n3.68439317e-01 1.51860267e-01 -1.38898760e-01 3.48789304e-01\\n1.25136867e-01 -1.09941088e-01 1.07391819e-01 7.16118634e-01\\n5.38061380e-01 3.21505852e-02 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-2.79987156e-01 -5.84758259e-02 -2.28971973e-01]]',\n", + " 'job_description': 'We are currently looking on behalf of one of our important clients for a Java EE Software Engineer. The role is a permanent position based in Bern Canton. Your Role: Implement demanding projects within the public sector based on the latest Java technologies. Work closely with clients to help actively support them in the realization of solutions. Maintain good communication with the team & customers. Aim to make a difference with your ideas & visions. Perform duties within an agile environment. Your Skills: Sound technical & methodological knowledge of object-oriented software development. Several years of practical experience with Java / Java EE in the context of web technologies (HTML5 is an advantage) & service-oriented system architectures. Experienced in using Spring, Hibernate & automated build & deployment mechanisms within a SCRUM team. Profound database know-how (Oracle, MySQL and / or SQL Server). Your Profile: In-depth IT training (university, FH or HF). Further relevant certification are considered a plus. Communicative, confident, a team player & resilient. Able to take enjoyment from demanding & complex tasks. Fluent German & English (spoken & written), French is also an advantage. If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " 'soft_skills': '[\"Confident Communicator\", \"Service-Orientation\", \"Resilience\", \"Communications\", \"Positivity\"]',\n", + " 'hard_skills': '[\"MySQL\", \"Object-Oriented Software Development\", \"Agility\", \"Java Secure Socket Extension\", \"Building Automation\", \"Mechanicals\", \"Hibernate (Java)\", \"Activism\", \"Java EE Application\", \"Maintainability\", \"HTML5\", \"Scrum (Software Development)\", \"Systems Architecture\", \"Software Engineering\", \"Service-Oriented Modeling\", \"Receivables\", \"Software Development\", \"Java (Programming Language)\", \"Microsoft SQL Servers\"]',\n", + " 'languages': \"['English', 'Chamorro', 'Pushto', 'Inuktitut', 'Corsican']\"},\n", + " {'company_id': '125',\n", + " 'job_title': 'big data/spark engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 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You will use Spark (pyspark) and a full set of other Big Data tools to understand the data and drive the development of ETL pipelines in the financial sector in Zurich. Our perfect candidate has already a background in working with financial data and data modelling or is willing to pick up financial domain knowledge. He/she is capable of translating complex technical and business requirements into readable, maintainable and efficient Spark pipelines that fit in the bigger picture of complete data platform. RequirementsWhat You’ll Do Design, build, maintain, and troubleshoot data pipelines that are relied on for both production and analytics applications using modern tools like Spark/Cloudera. Use your skills in Big Data and basic Data Science to harness the heterogenous financial data and enable other teams to use it Use software best practices in continuous integration and delivery, supervise code and data evolution (code reviews, versioning) Drive optimization, testing and tooling to improve data quality. Closely collaborate with other software engineers, data scientists and business owners, learning from them but also driving the discussions to analyze the nature of current problems in order to propose, implement and test proper solutions Work in multi-functional agile teams to continuously experiment, iterate and deliver on new product objectives. Who You Are You know how to work with high volume heterogeneous data, preferably with distributed systems such as Hadoop You know how to write distributed services in Python/jvm based languages You are happy to work with more junior developers - code reviewing, mentoring You are happy to work with business stakeholders - requirement gathering, prioritization You are knowledgeable about data modeling, data access, and data storage techniques. You appreciate agile software processes, data-driven development, reliability, and responsible experimentation You understand the value of teamwork. BenefitsWhat We Offer Competitive salary Sharing our profit - we offer equity Yearly bonus depending on performance of the company Work with state-of-the-art technology on projects with impact Challenging work close to a customer inside an experienced 10x engineering team Tailor-made mentorship program Dedicated budget for training 10% of the time for self-development Who We AreUnit8 is a Swiss-based startup focused on solving problems of big industries like chemical, pharma, automotive and finance. Our team comprised of world-class experts in ML and Software Engineering who previously worked for Sillicon Valley companies like Google, Amazon, Palantir or Microsoft. We work with some of the biggest companies in the world to solve the problems that directly affect their business. Apart from that, Unit8 dedicates a part of resources and time on things that deeply matter to us - that includes collaboration on pro-bono and engineering for good cases.',\n", + " 'soft_skills': '[\"Complex Problem Solving\", \"Writing\", \"Teamwork\", \"Collaboration\", \"Mentorship\", \"Supervision\", \"Reliability\", \"Prioritization\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Data Quality\", \"Tooling\", \"Test-Driven Development (TDD)\", \"Agility\", \"Stakeholder Requirements\", \"Data Modeling\", \"Analytic Applications\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Industrialization\", \"Pyspark\", \"Naturalization\", \"Python (Programming Language)\", \"Maintainability\", \"Data Pipeline\", \"Translations\", \"Experimentation\", \"Iterators\", \"Pipelining\", \"Software Engineering\", \"Extract Transform Load (ETL)\", \"Building Design\", \"NetApp Data Storage\", \"Data Science\", \"Budgeting\", \"Business Requirements\", \"Financial Data\", \"Finance\", \"Logical Data Models\", \"Readability\", \"Close Work Orders\", \"Big Data\", \"Code Review\", \"Equities\", \"Java Virtual Machine (JVM)\", \"Data Management Platforms\", \"Resourcing\", \"Agile Model Driven Development\", \"New Product Development\", \"Process Driven Development\", \"Agile Unified Process\"]',\n", + " 'languages': \"['English', 'Haitian', 'Slovenian', 'Korean', 'Estonian']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.63895744e-01 3.05287838e-01 4.17255253e-01 -3.76568027e-02\\n5.28621137e-01 -7.65151009e-02 -3.94121483e-02 2.19641954e-01\\n-2.95179654e-02 -2.23883778e-01 -1.51649013e-01 -1.48797706e-01\\n-8.57051313e-02 -6.46759244e-03 1.12375326e-01 3.74679089e-01\\n3.46432894e-01 5.21362051e-02 -1.31393820e-01 3.36848080e-01\\n1.16127342e-01 -8.61443952e-03 -2.28062682e-02 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1.12032993e-02]]',\n", + " 'job_description': 'Job Informationen Your tasks: You will be expected to lead projects in development and deployment of production-ready applications using machine learning algorithms, such as banking product recommender systems, payment fraud detection, and quantitative decision-support tools and services. Typical projects include the full data science lifecycle, including data extraction from transactional sources and transformation for analytical purpose. You will provide hands-on leadership to projects working with large datasets and extensive timeseries such as financial market data, transactions data and client interaction profiles, employing various statistical and numerical methods to analyse both structured and unstructured data to develop predictive models. As our technology is generally delivered as packaged software or as a service in the cloud, it is important that you are experienced in and can lead others hands-on to perform the software development life-cycle professionally and efficiently. Taking a leading role in consulting to clients is also a part of the job description. You are therefore expected to possess strong communication skills in addition to excellent technical capabilities. Requirements: - University degree in computer science, engineering or comparable numerical fields - Passion for applying technology to solve business problems - Experienced in the financial services industry in either a quantitative or technology role - Experience in project leadership & coordination, client communication (including senior management levels), and successful project delivery - Experience in developing production-ready machine learning applications and setting up data science pipelines - Solid experience with Linux and software collaboration tools: continuous integration (i.e. Jenkins or CircleCI), source control (git, svn), issue management (Jira, Confluence) - Knowledge of multiple programming languages is beneficial (Python, R, Java, Scala) - Substantial experience in applying modern big data tools for scalability and distributed computing (Apache Spark, PySpark, Dask) and data stores (SQL or NoSQL), such as MongoDB and Neo4j - Strong communication skills in English and the ability to make coherent technical arguments; working proficiency in German is a must - Eligible to live and work in Switzerland Benötigte Skills Banken / Finanzgesellschaften Projektleitung Jira Linux Python Python R JAVA Scala Apache SQL NoSQL Englisch',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Leadership\", \"Professionalism\", \"Coordinating\", \"Management\", \"Communications\", \"Sourcing\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Apache Spark\", \"Python Server Pages\", \"Tooling\", \"NoSQL\", \"Jenkins\", \"KM Programming Language\", \"Circleci\", \"Software Development Life Cycle\", \"Interactivity\", \"Collaborative Software\", \"Computer Science\", \"Analytics\", \"Statistics\", \"Collaboration Tools\", \"Decision Support Systems\", \"Continuous Integration\", \"Recommender Systems\", \"Financial Services\", \"Applied Business Technologies\", \"Distributed Computing\", \"Scala (Programming Language)\", \"Pyspark\", \"Service Level Management\", \"Python (Programming Language)\", \"Linux\", \"Data Extraction\", \"MongoDB\", \"Transaction Data\", \"E (Programming Language)\", \"Source (Game Engine)\", \"Dataset\", \"Pipelining\", \"Financial Market\", \"Machine Learning Methods\", \"Unstructured Data\", \"Data Science\", \"Machine Learning Algorithms\", \"R (Programming Language)\", \"Scalability\", \"Big Data\", \"Predictive Modeling\", \"Data Store\", \"Transformation (Genetics)\", \"Atlassian Confluence\", \"Banking\", \"Software Development\", \"Algorithms\", \"Additives\", \"Service Industries\", \"Git Flow\", \"Neo4j\", \"Amazon Data Pipeline\", \"Market Data\", \"JIRA Studio\", \"Java (Programming Language)\", \"Job Descriptions\", \"SQL (Programming Language)\"]',\n", + " 'languages': \"['English', 'Chuvash']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'c++ software development engineer',\n", + " 'location': 'Unterentfelden',\n", + " 'industry': 'Computer Hardware & Software',\n", + " 'website': 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By empowering our customers to fully control their manufacturing processes, we enhance the quality of products and increase efficiency in manufacturing plants around the world. To strengthen our R&D Team in Unterentfelden (Switzerland) we are looking for a C++ Software Development Engineer Develop innovative Windows software in a team for our Portable industrial measurement instruments, contribute to entirely new interdisciplinary technology developments for industry automation and production intelligence! Main responsibilities Design and develop software for highest precision Portable Arms, Scanners and Laser Trackers in a team Analyse customer needs in cooperation with requirements engineering team and form functional software specifications Develop prototypes of the technical solution for validation of requirements Define, plan and implement technical as well as functional testing of the software in cooperation with test team Analyse the technical and functional quality, propose fixes and put in technical compliance Edit technical documents and media for developers, users, IT services and further relevant stakeholders Required skills Programming language C ++, Visual Studio 2012 or greater Windows System Programming Mandatory (Multi-threading environment and good knowledge of communication protocols based on USB, TCP/IP) University degree (ETH, EPFL, FH, Haute école) in Electrical Engineering, Computer Science or other relevant education At least 5 years experiences in a similar working environment Application Architecture experience SQL language skills appreciated C# and C++/CLI experience appreciated Knowledge of DevExpress recommended Knowledge of algorithms and maths Reliable analysis and synthesis skills Very good English and German skills are mandatory, French is an advantage Willingness to travel (10-20%) between Unterentfelden (CH) and Montoire (F) If you are ready to work within a culture of high-performance and feel at home in a high-tech environment and you are ready to take the challenge at Hexagon Manufacturing Intelligence, join our team. E-mail',\n", + " 'soft_skills': '[\"Editing\", \"Innovation\", \"Planning\", \"Cooperation\"]',\n", + " 'hard_skills': '[\"Common Technical Document\", \"KM Programming Language\", \"Stakeholder Requirements\", \"Computer Science\", \"High Performance Computing\", \"System Programming\", \"Industrialization\", \"C++ (Programming Language)\", \"Windows System Administration\", \"Prototyping\", \"Industrial Automation\", \"Instrumentation\", \"E (Programming Language)\", \"TCP/IP\", \"Medic\", \"C++/CLI\", \"Microsoft Visual Studio\", \"Applications Architecture\", \"ARM Architecture\", \"Functional Testing\", \"USB\", \"Electrical Engineering\", \"C# (Programming Language)\", \"Windows Software\", \"Requirements Engineering\", \"Laser Tracker\", \"Application Environments\", \"Validations\", \"DevExpress\", \"Software Requirements Specification\", \"Technical Solution Design\", \"Software Development\", \"Language Experience Approach\", \"Algorithms\", \"Communications Protocols\", \"SQL (Programming Language)\", \"Controllability\", \"Threading (Manufacturing)\", \"Manufacturing Processes\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '84',\n", + " 'job_title': '.net consultant / software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.61061400e-01 2.82405615e-01 4.39843953e-01 -1.06197216e-01\\n4.96441543e-01 -2.55543470e-01 -1.15714118e-01 3.84546578e-01\\n-1.00942172e-01 -4.29098755e-01 -2.52556149e-02 -3.17635238e-01\\n-6.96545914e-02 2.52955910e-02 1.92746475e-01 4.94967282e-01\\n2.63134420e-01 8.39160010e-02 -2.18112051e-01 3.45846862e-01\\n1.22279868e-01 -8.40979908e-03 4.93846759e-02 7.05662966e-01\\n4.00918156e-01 3.21412012e-02 -9.74281803e-02 -4.59116995e-02\\n-3.10366064e-01 -2.24626094e-01 4.49564248e-01 3.62390056e-02\\n-1.24232292e-01 -3.17485422e-01 9.18334946e-02 7.17850849e-02\\n-1.80965066e-01 -8.28596354e-02 -5.51367439e-02 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He primarily serves banks, insurers, investment firms and e-commerce companies. Both global and local players belong to his clients. Our Client offers products and services in quantitative finance, predictive analytics, machine learning, software engineering and business consulting. Your responsibilities In this role, you will primarily be working with his clients but also with his internal development team and contribute to the design and implementation of the next generation of financial industry applications. You will work in a challenging and varying environment with both national as well as international clients. Your profile Master or Bachelor in computer science or electrical engineering Multiple years of experience in C#/.Net development including Asp.Net and Entity Framework Solid knowledge in JavaScript including state of the art frameworks like AngularJS Experience in SQL, C/C++, Python and Java is a plus Broad knowledge of software development processes, principles and practices (like Scrum, Kanban, extreme programming, SOLID, TDD, continuous integration etc.) Interested in new technologies and methods and able to incorporate them into projects and products Team player with a reliable and customer-oriented working attitude with the ability to understand and approach complex problems Fluent in English, German is an advantage Your chance Challenging and interesting projects in the fintech domain Work with new technologies Work within an interdisciplinary team of experts Modern and flexible collaboration methods and a flat hierarchy Interested? Please do not hesitate to find out more about this unique opportunity and send your complete application file to jobs@oneagency.ch. Ort: Zürich Spezialisierung: JAVA Entwicklung Scrum (Methode) JavaScript C# / C++ / C .NET Entwicklung SQL Sprachen: Deutsch Englisch Job ID: 1140',\n", + " 'soft_skills': '[\"Collaboration\", \"Complex Problem Solving\", \"Reliability\", \"Consulting\"]',\n", + " 'hard_skills': '[\"ASP.NET\", \"Test-Driven Development (TDD)\", \"Computer Science\", \"Machine Learning\", \"Continuous Integration\", \"Industrialization\", \"Python (Programming Language)\", \"Scrum (Software Development)\", \"Entity Framework\", \"Software Engineering\", \"Investments\", \"C (Programming Language)\", \"Finance\", \"E-Commerce\", \"Electrical Engineering\", \"C# (Programming Language)\", \"JavaScript (Programming Language)\", \"Predictive Analytics\", \"Banking\", \"Software Development\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Extreme Programming\", \"Integrated Product Team\"]',\n", + " 'languages': \"['English', 'Italian', 'Italian', 'Ukrainian']\"},\n", + " {'company_id': 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It counts over 12'000 students and 4'300 researchers in 7 faculties active in domains from humanities and social sciences to natural sciences. The University of Basel is promoting the growing area of Data Science by establishing a university-wide Data Analytics Center (DAC). The goal of the DAC is the advancement of research and the development of transdisciplinary synergies at the University of Basel and its partners. The service and support activities of the DAC will be provided by the Center for Scientific Computing (sciCORE) and the Digital Humanities Lab (DHLab) in collaboration with the Department of Mathematics and Computer Science (DMI). We invite applications for a data analysis support specialist (80-100%) to support quantitative research in humanities and social sciences. Your position The successful candidate will provide consulting and execute data analysis in research projects in various domains of humanities and social sciences. The primary mandate is to support research groups in need of data analysis by applying appropriate statistical, computational, and visualization methods, helping with semantic mappings, and making fundamental methodological advances. The position will involve hands-on data analysis and contributions to teaching (postgraduate courses). This position will be hosted at the DHLab. Your profile Our ideal candidate has a strong and diversified experience (postdoctoral level) in data analysis, in particular with applications involving analysis of large and complex data sets, using machine learning, deep learning, and other advanced statistics. Experience with various database concepts (eg SQL, NoSQL, SPARQL, GraphDB), semantic technologies, and knowledge of R and Python are required. Previous work with text, music, visual, survey, and other data, and familiarity with image analysis tools (eg ImageJ, Fiji) and at least one state of the art deep learning framework will be an asset. Given the important service aspect of the position, we expect our candidate to be flexible, proactive, capable of following several projects in parallel and to have a curiosity for humanities and social sciences in general. We offer you At the DHLab, you will be part of a highly efficient and motivated team of diverse data analysts, data infrastructure managers, and scholarly IT specialists. As a member of the DAC you will also join forces with support scientists at sciCORE and DMI. External collaborations and co-authorship in publications can be expected. We support our team members in their own training, networking and career development. You will have the opportunity to contribute in shaping the organization and development of this data analysis platform. The initial contract is for 2 years, with the possibility of renewal into a permanent contract. The University of Basel is an equal opportunity and family friendly employer committed to excellence through diversity. Application / Contact We look forward to receiving your complete application via the university's online application portal (see button below). Applications should include a curriculum vitae, list of publications indicating the five most significant papers, a link to your code repository or portfolio of data analysis projects, and names of three potential referees. Applications by email cannot be considered. For further information, please contact Prof. Gerhard Lauer gerhard.lauer@unibas.ch. The position will remain open until filled.\",\n", + " 'soft_skills': '[\"Research\", \"Collaboration\", \"Proactivity\", \"Friendliness\", \"Team Motivation\", \"Teaching\", \"Curiosity\", \"Positivity\", \"Consulting\"]',\n", + " 'hard_skills': '[\"NoSQL\", \"Tooling\", \"Surveys\", \"GraphDB\", \"Social Sciences\", \"Computer Science\", \"Analytics\", \"Statistics\", \"Machine Learning\", \"Visualization\", \"Natural Sciences\", \"Activism\", \"Python (Programming Language)\", \"SPARQL Protocol And RDF Query Language (SPARQL)\", \"Levelling\", \"Image Analysis\", \"Computational Statistics\", \"Executable\", \"Hosting\", \"Quantitative Research\", \"Data Science\", \"Spatial Data Infrastructures\", \"Scientific Computing\", \"Equalization\", \"R (Programming Language)\", \"Deep Learning\", \"Survey Data Analysis\", \"Semantic Technology\", \"Receivables\", \"Humanism\", \"Data Infrastructure\", \"Digital Humanities\", \"Semantics\", \"Logistics Support Activity\", \"Career Development\", \"Centering\", \"Mapping\", \"ImageJ\", \"SQL (Programming Language)\", \"Data Analysis\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '52',\n", + " 'job_title': 'junior software developer internship',\n", + " 'location': 'Zug',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.45473623e-01 2.19922841e-01 3.95095408e-01 -8.58976841e-02\\n5.51735580e-01 -2.02397883e-01 -7.35367462e-03 5.00029922e-01\\n-1.52281597e-01 -1.19535170e-01 -1.25269637e-01 -2.06219703e-01\\n-3.24371420e-02 -2.62237042e-02 1.49601355e-01 3.16426218e-01\\n4.82166260e-01 5.57406731e-02 -2.89484859e-01 2.85835177e-01\\n9.59658772e-02 -1.58541277e-01 1.09840846e-02 6.16762042e-01\\n3.71483356e-01 3.89521345e-02 -5.42104766e-02 -7.87682310e-02\\n-2.99870104e-01 -1.31022558e-01 5.30076027e-01 3.96904498e-02\\n-1.54182715e-02 -2.32307419e-01 2.21703202e-01 6.51573688e-02\\n-4.44421172e-02 -3.38877067e-02 -1.95203587e-01 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We are looking for a Junior Software Developer Internship (f / m, 100%) who is motivated to learn in a small but growing team. This position is being offered either as a 6 to 12-month internship or as an entry level role for recent graduates. The successful candidate will work on projects involving futures and cryptocurrencies and gain exposure to financial markets trading. Your Responsibilities: • Developing an automated trading system with the Senior Portfolio Managers. • Building front end framework and GUI. • Managing short-term quantitative strategies and market risk issues. • Directing system testing and validation procedures. Your Profile: • Completed or in the process of completing a quantitative degree in Finance, Business, Economics, Engineering, Political Science, Math or Physics. • Top-notch computer programming skills with excellent command of programming languages such as Python, C#, or JavaScript. • Experience with VUE or other similar front end frameworks. • Effective communicator, fluency in English is a must. • Excellent at multi-tasking and working under pressure. • Highly motivated and interested to learn from experienced professionals. • An interest in finance and cryptocurrencies will be beneficial. Did we raise your interest? Please send your CV and cover letter. Requirements • Completed or in the process of completing a quantitative degree in Finance, Business, Economics, Engineering, Political Science, Math or Physics. • Top-notch computer programming skills with excellent command of programming languages such as Python, C#, or JavaScript. • Experience with VUE or other similar front end frameworks. • Fluency in English. • Excellent at multi-tasking and working under pressure.',\n", + " 'soft_skills': '[\"Positivity\", \"Management\", \"Professionalism\"]',\n", + " 'hard_skills': '[\"Market Risk\", \"Automation\", \"KM Programming Language\", \"Vue.js\", \"Notching\", \"Python (Programming Language)\", \"M (Programming Language)\", \"Levelling\", \"Financial Market\", \"Investments\", \"Business Economics\", \"Cryptocurrency\", \"Portfolio Management\", \"Finance\", \"C# (Programming Language)\", \"JavaScript (Programming Language)\", \"Physics\", \"Computer Programming\", \"Validations\", \"Front End (Software Engineering)\", \"Software Development\", \"Political Sciences\", \"System Testing\"]',\n", + " 'languages': \"['English', 'Kikuyu', 'Panjabi', 'Pali']\"},\n", + " {'company_id': '19',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.57442186e-02 1.89378172e-01 4.58602995e-01 -1.45687848e-01\\n3.45443606e-01 -2.16841891e-01 8.32162946e-02 3.52371961e-01\\n1.24339201e-02 -4.67337012e-01 -4.36932482e-02 -2.53092408e-01\\n8.15873034e-03 1.78620026e-01 9.19062123e-02 3.34598005e-01\\n1.35245293e-01 6.92561716e-02 -1.29040137e-01 2.71780521e-01\\n9.42296386e-02 -1.08291984e-01 1.08184852e-01 6.58065796e-01\\n4.39737737e-01 -3.50390095e-03 8.25651959e-02 2.36601103e-02\\n-1.88826829e-01 -2.74464101e-01 5.30852914e-01 4.08361554e-02\\n-7.19722211e-02 -3.93924177e-01 1.58049494e-01 2.32869945e-02\\n-2.86376804e-01 -4.16797511e-02 -2.13953450e-01 9.69535857e-02\\n-5.73742211e-01 -1.87130108e-01 7.54973069e-02 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We are at the forefront of bringing real innovation into the industry through Blockchain / DLT solutions which we believe will transform insurance. Our vision is simply to make insurance more relevant, accessible and affordable. We have a flat management structure with a start-up mentality and are very ambitious; we want determined and enthusiastic people to share our vision and join us on this journey of innovation. What You Will Do You will be developing distributed insurance applications and services using R3 Corda You will work within a highly skilled and motivated engineering team You will bring your perspective on design and engineering helping to create innovative solutions Your code and applications will run on a global distributed network What you will bring on a professional level Strong knowledge of Java or Kotlin development, tooling and ecosystem Strong object-oriented development Some knowledge about Blockchain, distributed ledger and networks Agile software development experience including tools such as JIRA and CI Experience of working on multi-layered projects It would be great if you have R3 Corda development experience and on a personal level Share you knowledge, insight and learning openly Open to feedback and challenges from the team Curious to learn new skills What we offer B3i offers a competitive package including flexible working time and location & sabbatical programme You will work with a great bunch of people who are really making history in central Zurich Corda certification as part of your onboarding To apply for a job please send your CV in English only to jobs@b3i.tech. Please check your spam mailbox as our replies may be there. Disclaimer Notice for recruitment agencies B3i does not accept speculative CVs. We will only review CVs sent with an application for an advertised post. Any unsolicited CVs received will be treated as the property of B3i Services AG and Terms & Conditions associated with the use of such CVs will be considered null and void.',\n", + " 'soft_skills': '[\"Innovation\", \"Professionalism\", \"Management\", \"Business Operations\"]',\n", + " 'hard_skills': '[\"Advertisement\", \"Tooling\", \"Accessioning\", \"Object-Oriented Software Development\", \"CAN-SPAM Act\", \"Blockchain\", \"Industrialization\", \"Perspective (Graphical)\", \"Onboarding\", \"Layering\", \"Levelling\", \"Agile Software Development\", \"Corda\", \"Personalization\", \"Receivables\", \"Distributed Development\", \"Software Development\", \"JIRA Studio\", \"Distributed Network Protocol (DNP3)\", \"Java (Programming Language)\", \"Kotlin\"]',\n", + " 'languages': \"['English', 'Kazakh', 'Greek', 'Dhivehi', 'Ossetic']\"},\n", + " {'company_id': '68',\n", + " 'job_title': 'software engineer / kubernetes',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Publishing',\n", 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We make our customers successful in the digital world. Within our department Products & Platforms we are looking for new colleagues: Software Engineer / Kubernetes We are Virtualizers, Software Engineers, Orchestrators, Coders and offer a highly skilled devops and software engineering team responsibility to provide and enhance services and APIs which are used by many teams and applications or external consumers two completely own managed Kubernetes clusters (on GKE/GCP) a close collaboration with software engineering teams to support them building new features and applications You are a tech enthusiast, cloud surfer, automator, networker and you impress us with a good understanding of mixed architecture of public and private clouds professional experience with Kubernetes, infrastructure as a code and cloud services networking, scripting (Bash), log and systems performance analysis skills a good understanding of web application architectures (web servers, relational/non-relational databases, caching tiers, fault-tolerant design) solid communications – even remotely -, team working and interpersonal skills fluent in English, German is a plus Important: We are only able to consider applicants with a valid permit to reside and work in Switzerland or citizens of EU-27. Direct applications are given priority. We will be happy to answer your questions via our WhatsApp chat +41 79 358 35 76. We, Sylvia Ramona Bertele and Colin Griehl, look forward to receiving your online application!',\n", + " 'soft_skills': '[\"Collaboration\", \"Communications\", \"Infrastructure\", \"Management\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Web Servers\", \"Advertisement\", \"Kubernetes\", \"Enhanced Messaging Service\", \"Platform Product Management\", \"Fault Tolerant Ethernet\", \"Consumables\", \"Google Kubernetes Engine (GKE)\", \"Private Cloud\", \"Software Engineering\", \"Cloud Services\", \"Applications Architecture\", \"Whatsapp\", \"Digitization\", \"Bash (Scripting Language)\", \"Receivables\", \"Google Cloud Platform (GCP)\", \"Relational Databases\", \"Customer Success\", \"Scripting\", \"Performance Analysis\", \"Network Automation\", \"DevOps\"]',\n", + " 'languages': \"['English', 'Igbo', 'Northern Sami']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'software engineer c++',\n", + " 'location': 'Basel',\n", + " 'industry': '',\n", + " 'website': '',\n", 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We are an ETH Spin-off company, seeking highly motivated and talented individuals who want to contribute in shaping the future of drug discovery. Our core technology consists of a bio-sensor made out of an application specific integrated circuit (ASIC) chip. Together with an FPGA-based data acquisition platform and with our software suite MaxLab Live, this technology is used for drug discovery and to investigate brain cells at unprecedented detail and resolution. We are now enhancing our software MaxLab Live to perform automated experiment routines by means of a Python API (boost.python). Additionally, we are implementing various data analysis and visualization routines to enhance the user experience of our customers and to help them improve their research and drug discovery applications. For both of these activitieswe are seeking a highly motivated software engineer to help us either on the backend to improve the Python API and/or on the frontend with the user interface for data analysis and visualization. Your Profile Studies in computer science, electrical engineering, biology or related field Experience with C++ (C++11/14) and Linux Enjoy pushing technology to its limits You Get Working with cutting-edge technology Working on a modern C++11 code base Freedom to come up with and work on your own ideas Be part of a fast-paced technology startup at the intersection between biology, engineering and data science Are you motivated, innovative and committed to delivering first-rate performance? Have you ever wanted to work with cutting-edge technology involving both engineering and biology? Do you enjoy working in an international, multidisciplinary, and interactive team? Then we might have a position for you. Join MaxWellBiosystems in innovating the future of electrophysiology for drug discovery and basic research. Jan Müller looks forward to receiving your application documents (cover letter, short CV) by email at jan.mueller@mxwbio.com.',\n", + " 'soft_skills': '[\"Research\", \"Positivity\", \"Innovation\", \"Investigation\"]',\n", + " 'hard_skills': '[\"Automation\", \"Live Cell Imaging\", \"Basic Research\", \"Interactivity\", \"Field-Programmable Gate Array (FPGA)\", \"Computer Science\", \"Boost (C++ Libraries)\", \"Documentation Based Coding\", \"Industrialization\", \"Visualization\", \"Software Suite\", \"C++ (Programming Language)\", \"Python (Programming Language)\", \"Push Technology\", \"Component Object Model (COM)\", \"Linux\", \"Agile Edge Technologies\", \"Limiter\", \"Application Specific Integrated Circuits\", \"Software Engineering\", \"Data Science\", \"Electronics\", \"Biology\", \"Electrical Engineering\", \"Electrophysiology\", \"Data Acquisition\", \"Biological Engineering\", \"Receivables\", \"Pharmaceuticals\", \"Drug Discovery\", \"Additives\", \"User Experience\", \"Custom Backend\", \"ASIC Programming Language\", \"Application Programming Interface (API)\", \"Integrated Circuits\", \"User Interface\", \"Data Analysis\", \"Advanced Imaging Technology\"]',\n", + " 'languages': \"['English', 'Finnish', 'Venda']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data engineer (m/w)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.87018558e-01 2.62790650e-01 4.84370828e-01 5.65015674e-02\\n4.95228618e-01 -7.14628771e-02 -4.45722900e-02 2.29910731e-01\\n3.16278683e-03 -4.67078447e-01 2.34412067e-02 -1.45032898e-01\\n-7.85728022e-02 2.29453482e-02 1.49031103e-01 4.50796783e-01\\n4.03130531e-01 5.81657663e-02 -2.45680995e-02 3.79181862e-01\\n9.08872485e-02 -7.18505532e-02 -1.73262674e-02 7.14751184e-01\\n5.00305176e-01 -8.50291401e-02 -1.74031422e-01 8.46053958e-02\\n-2.11665243e-01 -2.65711218e-01 4.89607513e-01 5.26698455e-02\\n-1.78832307e-01 -3.12509269e-01 1.42940804e-01 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to help evolve the platform Liaise with other functions involved in data generation, ingestion, storage and processing Get hands-on with working with the data to really understand what it means Continuously enhance our growing suite of tools and platforms that our data scientists are depending upon Be a key resource with how we will extend our technical infrastructure to incorporate cloud technologies Work very closely with the data science team, business users and fellow technology colleagues on a daily basis. Ideal candidates will be involved in designing and building the infra for a new analytics platform which is then to be used to monitor and optimize the consumption of balance sheet capacity, capital, liquidity and funding and manage the risk exposure of the consolidated balance sheet Your profile: Degree in Computer Science or Financial Engineering Strong knowledge of Python with an additional working knowledge of Java being a distinct advantage Practical knowledge of how to implement CI/CD pipelines with TeamCity, Jenkins, Bamboo etc Good analytical skills and mathematical fluency (e.g. a growing interested in R, Scala, NoSQL, Spark etc.) Good understanding of data storage, cloud computing, interfaces, visualization and streaming data Entrepreneur at heart who is continuously looking for ways to improve and enhance the systems around you Highly numerate with logical analytical thought process and attention to details Reliable when working independently, with sound judgment for when to escalate issues Critical thinker who communicates clearly and enjoys the challenges of a fast-paced environment Committed team player with good interpersonal skills, enthusiasm and output vision Someone who actively keeps up-to-date with technology Keen to work with both structured and unstructured data - we have lots of it Benötigte Skills Python Python JAVA R Scala NoSQL',\n", + " 'soft_skills': '[\"Analytical Skills\", \"Decisiveness\", \"Infrastructure\", \"Management\", \"Communications\", \"Enthusiasm\", \"Reliability\"]',\n", + " 'hard_skills': '[\"Python Server Pages\", \"Tooling\", \"NoSQL\", \"Jenkins\", \"Capitalization\", \"Balance Sheet\", \"Computer Science\", \"Analytics\", \"Data Streaming\", \"Atlassian Bamboo\", \"Visualization\", \"Scala (Programming Language)\", \"Activism\", \"Optical Data Storage\", \"Python (Programming Language)\", \"Financial Engineering\", \"E (Programming Language)\", \"Cloud Storage\", \"Pipelining\", \"Unstructured Data\", \"Data Science\", \"Consolidation\", \"Storages\", \"R (Programming Language)\", \"Teamcity\", \"Resourcing\", \"Liquidation\", \"Additives\", \"Java (Programming Language)\", \"Cloud Computing\", \"Cloud Technologies\"]',\n", + " 'languages': \"['English', 'Bislama', 'Hausa']\"},\n", + " {'company_id': '92',\n", + " 'job_title': 'product specialist - preclinical software',\n", + " 'location': 'Pratteln',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.41236180e-01 2.90319145e-01 4.68818903e-01 -9.23457518e-02\\n5.66722870e-01 -4.17652465e-02 -3.56336087e-02 3.46196562e-01\\n3.00159715e-02 -3.08371961e-01 -3.29736546e-02 -3.26030612e-01\\n1.48460746e-01 2.54644424e-01 -4.24939804e-02 4.34395999e-01\\n3.37981522e-01 1.26956776e-01 -1.75786436e-01 2.45356038e-01\\n1.81513168e-02 -1.67816430e-01 2.34795898e-01 7.89804459e-01\\n3.97713900e-01 -2.32347809e-02 -1.05665080e-01 -6.33461997e-02\\n-1.60741121e-01 -1.71358630e-01 5.27925313e-01 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dedicated to life science and pharmaceutical preclinical research. Our unique products and outsourced services accelerate the development and regulatory submission of biopharma products. For more than 30 years, we have developed software by scientists, for scientists - a hallmark that is unrivaled in our field. For that reason, eight of the world’s top 10 pharma companies have relied on PDS software, as do industry-leading CROs, chemical companies, universities and regulatory agencies. Over the past several years, PDS has undergone many changes and is now competing in new fast-growth segments of our markets. We are still nimble with a rewarding start-up culture that allows you to make an immediate impact on the business. With business offices in New Jersey, Switzerland and Tokyo, we think globally, but act locally and now we have an exciting opportunity for a Product Specialist located in our Pratteln Basel office. PDS Life Sciences is searching for a motivated person to join a global leader in Preclinical LIMS Software Solutions as a Preclinical Product Specialist. Are you looking for an exciting new opportunity to become a key subject matter expert in the development of preclinical software? Join our team of scientists and software development experts in this unique opportunity. PDS prides itself on its reputation to create solutions For Scientists By Scientists. Job Description: Responsible for a full range of activities which ensure operational effectiveness and excellence in product implementation and optimization with customers.Responsible for creating/maintaining training materialsResponsible for providing first level support to existing customers as requiredResponsible for providing consulting services to customers as requiredAssists the Validation team during the customer’s OQ ProcessAssists with internal acceptance testing (OQ) Assisting with writing Test Scripts Assists with functional specifications development Assists with writing user stories and test specifications Assisting with updates to user manuals and release notes Provides suggestions for product improvement Some domestic travel and infrequent international travel needed Duties as directed by manager(s) Requirements: Degree in life sciences, Biology, Toxicology, Pathology, Animal Science or other related field 1-3 years’ laboratory experience in a preclinical research facility (CRO, pharmaceutical industry)Knowledge of Laboratory Information Management System(s) (LIMS) a plusGxP knowledge a plusHigh level of communication, organization and intercultural skillsGood knowledge of IT technology and IT methodologyMust be fluent in EnglishExcellent writing skillsStrong attention to detailAbility to work in a team and independentlyCustomer service orientation skills a plusAble to travel (approximately 10%... domestic and international) Job Type: Full-time Salary: CHF70,000.00 to CHF80,000.00 /year Experience: Biological Lab: 1 year (Preferred) Education: Bachelor's (Preferred) \",\n", + " 'soft_skills': '[\"Research\", \"Writing\", \"Service-Orientation\", \"Management\", \"Operations\", \"Consulting\"]',\n", + " 'hard_skills': '[\"User Story\", \"Life Sciences\", \"PD 5500 Standard\", \"Outsourcing\", \"Animal Science\", \"Industrialization\", \"Activism\", \"Maintainability\", \"Levelling\", \"Business Office Procedures\", \"Toxicology\", \"Productivity Improvement\", \"Localization\", \"Functional Specification\", \"Patentable Subject Matter\", \"Release Notes\", \"Biology\", \"Management Systems\", \"Personalization\", \"Information Management\", \"Laboratory Information Management Systems\", \"Validations\", \"Pharmaceuticals\", \"Pathology\", \"Software Development\", \"Community Organizing\", \"Test Script\", \"Job Descriptions\", \"Acceptance and Commitment Therapy (ACT)\", \"Acceptance Testing\"]',\n", + " 'languages': \"['English', 'Ossetic']\"},\n", + " {'company_id': '37',\n", + " 'job_title': 'data engineer ef education first - associate level',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Education Training Services',\n", + " 'website': 'www.ef.com',\n", + " 'jobdescription_embedded': '[[-7.13831335e-02 2.68712938e-01 5.48830986e-01 -4.31743711e-02\\n5.21940768e-01 -1.67066246e-01 4.45478074e-02 5.89715421e-01\\n-5.27753942e-02 -4.89541143e-01 -9.27176699e-02 -3.03665847e-01\\n-1.92509759e-02 1.33665353e-01 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We are an autonomous and dynamic BI team working on a multitude of technical solutions for EF’s flights department. We provide vital functions in the areas of technical development, business intelligence and innovation and everything we do has a direct impact on our business. We enjoy a fantastic work environment right on the doorstep to the Swiss Alps. As a Data Engineer your main focus will be to provide all the back-end development and architecture for supporting our operational and executive deliveries. We expect you to be forward thinker, innovative and ready for a position where you will get to make an impact from day one. The role Develop and architect new data solution using AWS cloud services Develop and optimize back-end systems and provide support to the front-end developers Maintain current Data Warehousing architecture and processes Implement structured and methodical ways to achieve high quality reporting Requirements Bachelor’s or Master’s degree in Computer Science or similar Minimum 2 years of working experience Good Knowledge in MSSQL, SSIS, SSAS and SSRS is a plus Good understanding of ETL process, dimensional modeling and data warehousing architecture Knowledge of different range of AWS Services and Big Data architecture Knowledge in Python or other scripting language Good analytical and problem solving skills Independent, self-motivated and comfortable in a fast-paced environment Fluent in English About EF Since 1965, we have helped millions of people transform their lives by opening the world through education. Today we are the world’s largest private education company - offering every imaginable way to learn a language, travel abroad, experience another culture, or earn an academic degree. We offer competitive salaries and a multicultural working environment. The position is situated in Zurich, Switzerland and you will be working with people from all over the world. What’s it like to work here? https://vimeo.com/111638911 and https://www.youtube.com/watch?v=fGlnMgNtivw',\n", + " 'soft_skills': '[\"Self-Motivation\", \"Imagination\", \"Problem Solving\", \"Operations\", \"Innovation\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Computer Science\", \"Analytics\", \"Data Engineering\", \"Data Warehousing\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Maintainability\", \"AWS Directory Service\", \"Hostile Work Environment\", \"Extract Transform Load (ETL)\", \"Business Intelligence\", \"Cloud Services\", \"Dimensional Modeling\", \"Library For WWW In Perl\", \"SQL Server Integration Services (SSIS)\", \"Big Data\", \"End Systems\", \"Adapter Scripting Language\", \"Front End (Software Engineering)\", \"Technical Solution Design\", \"Back End (Software Engineering)\", \"Vimeo\", \"Business Development\"]',\n", + " 'languages': \"['English', 'Scottish Gaelic', 'Venda']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data analyst (w/m)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.11146176e-01 2.39136994e-01 2.90398657e-01 6.72261640e-02\\n4.67736870e-01 -9.18641686e-02 3.97096761e-02 3.05283010e-01\\n-3.36161889e-02 -3.97795141e-01 1.86883882e-02 -2.00990930e-01\\n-2.05021411e-01 -2.35511735e-02 -6.09298535e-02 3.74364942e-01\\n3.14212054e-01 1.27775088e-01 -6.98458254e-02 3.12407762e-01\\n1.45176515e-01 4.35345173e-02 -1.98234499e-01 6.25866890e-01\\n4.50871587e-01 -1.47546995e-02 -1.56236291e-02 1.13502875e-01\\n-2.38367617e-01 -2.32878581e-01 3.74210626e-01 2.20305279e-01\\n-1.62239343e-01 -3.08662742e-01 -9.92584676e-02 1.70678794e-01\\n-5.39318696e-02 8.47874209e-02 -2.23041736e-02 1.64997160e-01\\n-4.43314523e-01 -1.50232136e-01 -4.09958661e-02 1.29467383e-01\\n-2.19754845e-01 -2.51332641e-01 1.42236307e-01 -1.28595188e-01\\n2.61874795e-01 5.05346768e-02 -5.89948416e-01 4.53012794e-01\\n-2.18548268e-01 -1.04258947e-01 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You identify the most important KPIs to measure the performance of our existing algorithms and set up automatic monitoring and reporting for these metrics. You advise our developers on how to log data so that the usage and usefulness of all features can be measured. You work with our DevOps to improve the accessibility and scalability of our logs and databases. Our Requirements: You are fluent in SQL (e.g. MySQL). Experience with ElasticSearch and/or NoSQL databases is a plus. You can write code for data processing in Python (using data analysis libraries such as pandas). You have experience with data visualization. You are always curious to try out new tools and libraries for the analysis and visualisation of data. You follow new developments in AI and understand how machine learning algorithms can help to analyse data. You have a sharp eye for irregularities in a dataset and you will leave no stone unturned when looking for the cause of an anomaly. You have a good understanding of statistics, in particular regarding hypothesis tests and statistical significance. You desire to work in a small, agile team environment. You communicate proactively and work independently. Benötigte Skills SQL MySQL NoSQL Python Python',\n", + " 'soft_skills': '[\"Communications\", \"Writing\", \"Proactivity\"]',\n", + " 'hard_skills': '[\"MySQL\", \"Python Server Pages\", \"NoSQL\", \"Tooling\", \"Accessioning\", \"Advising\", \"Agility\", \"Statistics\", \"Machine Learning\", \"New Business Development\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Logging\", \"Library\", \"Dataset\", \"Data Visualization\", \"Machine Learning Methods\", \"Machine Learning Algorithms\", \"Scalability\", \"Electronic Data Processing\", \"Statistical Hypothesis Testing\", \"Algorithms\", \"User Experience\", \"Eyes\", \"Pandas (Python Package)\", \"SQL (Programming Language)\", \"Data Analysis\", \"DevOps\", \"Elasticsearch\"]',\n", + " 'languages': \"['English', 'Tajik', 'Bengali', 'Akan', 'Marshallese']\"},\n", + " {'company_id': '30',\n", + " 'job_title': 'backend engineer (remote)',\n", + " 'location': 'Geneva',\n", + " 'industry': 'Computer Hardware & 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We make advanced cloud-based hospitality software for hotels, hostels, vacation rentals, and groups that manages reservations and guests, distributes room availability, sells inventory, and collects payments. Our hundreds of team members are distributed across 31 countries and, altogether, we speak 17 languages. How do we do it? On a #remotefirst platform that allows every member of our team to work from wherever they are around the globe. We're looking for people who want to disrupt the travel industry and love to travel as much as we do. As a Senior Backend Engineer, you will implement new architectures, features, and best practices to scale the Cloudbeds platform. You will contribute to new efforts in serverless and service-oriented architectures, leveraging the latest, cutting edge technologies. As a Senior Backend Engineer, your goal is to deliver an exceptional experience to our customers all around the world with quality, performance, and scalability top of mind. Location: Remote What You Will Do Design architectures for new services and customer-facing features.Implement new application features and improvements.Define internal standards for new design practices.Update our existing architecture to scale with our fast-growing customer base.Refactor legacy code using the latest design patterns and practices.Discuss and design complex technical concepts and requirements with both technical and non-technical stakeholders.Work in and understand a large code repository.Write clean, well-documented, and beautiful code. You'll Succeed With 7+ years of web application software engineering experience.5+ years of PHP back-end web application software engineering experience.Strong knowledge of OOP design patterns, best practices, and technologies.Strong knowledge of LAMP stack technologies.Strong knowledge of NoSQL technologies (Redis, Memcached).Strong knowledge of automated testing methodologies (TDD, BDD).Strong teamwork, leadership, and time management skills.Experience with agile software development (Scrum, Kanban).Experience with API integrations via REST or GraphQL.Excellent problem solving and debugging skills.Passion for excellent technical documentation.Proficiency in English verbal and written skills. Nice to Have Experience with Domain-driven Design (DDD).Experience with MQ systems (rabbitmq/zeromq/kafka).Experience with BPMN 2.0 and engines (Camunda, Zeebe, etc).Experience with Codeigniter and Symfony PHP frameworks.Experience developing web application front-ends (HTML, CSS, Javascript, vue.js).Experience with Node.js or Python.Experience with the Serverless Framework.Experience with code and database optimization and profiling.Experience implementing Sagas for long-running transactions.Experience developing in AWS (API Gateway, Lambda, DynamoDB, RDS).Experience with Atlassian products [JIRA/Confluence/BitBucket].Passion for SOLID, DRY, and KISS principles. Our company culture supports flexible working schedules with an unlimited PTO policy and the opportunity to travel and work remotely with great people. To make it easy for our team to travel we offer 2 corporate apartment accommodations near our San Diego and Sao Paulo offices. At Cloudbeds we dedicated to your personal and professional development. You will have access to over 10,000 courses within LinkedIn Learning when you join our team for your unique individual growth! If you think you have the skills and passion, we'll give you the support and opportunity to thrive in your career. If you would like to be considered for the role, we would love to hear from you! Company Awards to Check Out! Inc. Best Places to Work (2017 & 2018)Inc. 500 Fastest Growing Companies (2018)Connect MIP Award (Technology)Best Places to Work | Inc Magazine (2017 & 2018)Best Places to Work | HotelTechReport (2018 & 2019)Start-Ups to Watch in 2018 | Forbes\",\n", + " 'soft_skills': '[\"Reservations\", \"Writing\", \"Leadership\", \"Teamwork\", \"Management\", \"Hospitality\", \"Problem Solving\", \"Scheduling\", \"Integration\", \"Time Management\"]',\n", + " 'hard_skills': '[\"Bitbucket\", \"Web Applications\", \"Storage Area Network (SAN)\", \"Camunda\", \"NoSQL\", \"Test-Driven Development (TDD)\", \"Nice (Unix Utility)\", \"Accessioning\", \"Cascading Style Sheets (CSS)\", \"Vue.js\", \"Collections\", \"Service-Oriented Architecture\", \"Automated Testing Framework\", \"LAMP (Software Bundle)\", \"Good Agricultural Practices\", \"Memcached\", \"Distributed Design Patterns\", \"Industrialization\", \"Scale (Map)\", \"ZeroMQ (Concurrent Programming Libraries)\", \"Debugging\", \"Node.js\", \"Agile Edge Technologies\", \"Architectural Design\", \"PHP Frameworks\", \"Test Automation\", \"Scrum (Software Development)\", \"GraphQL\", \"Web Development\", \"HyperText Markup Language (HTML)\", \"Software Engineering\", \"PHP (Scripting Language)\", \"Amazon DynamoDB\", \"Agile Software Development\", \"Ddd Service\", \"RabbitMQ\", \"Domain Driven Design\", \"Serverless Computing\", \"International Standards\", \"Personalization\", \"CodeIgniter\", \"JavaScript (Programming Language)\", \"Scalability\", \"Symfony\", \"Technical Documentation\", \"Redis\", \"API Gateway\", \"Atlassian Confluence\", \"Front End (Software Engineering)\", \"Back End (Software Engineering)\", \"Software Development\", \"JIRA Studio\", \"Custom Backend\", \"Application Programming Interface (API)\", \"Profiling (Computer Programming)\", \"Object-Oriented Programming (OOP)\"]',\n", + " 'languages': \"['English', 'Fijian']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'business application 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coaching, change management) - Supervise end users application’s usage in order to guarantee the efficient use of the software - Coach and Train new comers in the understanding of our processes and a proper usage of the applications related to the function of the employee. - Perform review on application usage and data quality and trigger necessary training or process improvements - Define and Implement Projects for new requirements and/or evolution of the applications - Manage the continuous improvement of our Business processes: - Help in ensuring the defined IS applications matches the business requirements of internal departments - Review Processes supported by IS systems and work in coordination with the functional departments to propose processes/Systems changes. - Specify and implement necessary system changes - Manage the testing phases and ensuring quality performance with the external developers involved in various IS improvement projects - Lead Change Management with the users whilst implementing change - Get user-feedback and trigger necessary tasks or subprojects to reach a balance between Processes, Controls, user satisfaction and capability/cost efficiency of the IS Solution - Follow-up on processes implemented, new and existing, and ensure continuous improvement - Identify user needs for reporting and implement them once specified and approved - With the support and in relation with the Business Process Owners, review the processes defined by each BPO and ensure our Operating Model is updated - Manage specific and ad-hoc IS/IT Projects - Gather Requirements and Objectives of the Project - Manage the different Project Phases from Requirements till post-support implementation - Ensure a proper handover and transition of Project deliverables to the employees (Training, support of employees on requests) Profile required: Educational Background / Qualifications: - Degree in Computer science with experience in project management - Secondary Education in cross functional areas Technical Skills: - CRM Systems (SalesForce, Oracle) - Good knowledge of Reporting systems and Business Intelligence tools (IBM Cognos, Quickview,..) - General understanding of main ERP functionalities (SAP) - Scripting language (SQL, JavaScript, any other scripting languages) - First experience on Mobility and Mobile Apps development Experience required: - Good knowledge and practice in usage of CRM, ERP and Reporting software - Ability to successfully identify strengths and areas of improvement in processes and further lead change management across all functional departments - Experience in project management, as well as implementation and deployment of IS systems - Technical ability in managing directly small evolutions in the current Applications - Ability to perform specific adhoc analysis and queries through systems to assess usage and provide reports, dashboard, KPIs - Proven capabilities in coaching, training and development Competency profile: - Good knowledge and practice in usage of CRM, ERP and Reporting software - Ability to successfully identify strengths and areas of improvement in processes and further lead change management across all functional departments - Good experience in project management, as well as implementation and deployment of IS systems - Technical ability in managing directly small evolutions in Applications - Ability to perform specific adhoc analysis and queries through systems to assess usage and provide reports, dashboard, KPIs Interpersonal competencies / communication - Service-oriented - Communication capability with specialists and non-specialists (oral and written) - Listening skills - Ability to manage diversity and complexity of processes - Negotiation/conflict resolution skills - Reactivity - Time management skills - English professional. Good German. Any other language is a plus Benötigte Skills Englisch Projektleitung Qualitätssicherung CRM ERP Oracle Cognos SAP SQL JavaScript Requirements Engineering Schulung Strategie',\n", + " 'soft_skills': '[\"Negotiation\", \"Professionalism\", \"Supervision\", \"Management\", \"Listening Skills\", \"Operations\", \"Training And Development\", \"Time Management\"]',\n", + " 'hard_skills': '[\"Data Quality\", \"QuickView\", \"Business Intelligence Tools\", \"Ad Hoc Testing\", \"Computer Science\", \"Customer Relationship Management (CRM) Software\", \"Asynchronous Serial Communication\", \"Process Automation Systems\", \"Reactivity\", \"Process Improvements\", \"Performance Review\", \"Mobile App\", \"SAP Sybase SQL\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Secondary Education\", \"Dashboard\", \"Business Intelligence\", \"Mobility\", \"Process Control\", \"Business Requirements\", \"MFG/Pro (ERP)\", \"Cross-Functional Coordination\", \"Finance\", \"Business Process\", \"SAP Functional\", \"Specific Performance\", \"Requirements Engineering\", \"JavaScript (Programming Language)\", \"Continuous Improvement Process\", \"Implement Projects\", \"Adapter Scripting Language\", \"User Feedback\", \"Project Management\", \"Scripting\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"Diversity Management\", \"SQL (Programming Language)\", \"Technical Support\", \"International Business\", \"Conflict Resolution\", \"Change Management\"]',\n", + " 'languages': \"['English', 'Polish', 'Luba-Katanga']\"},\n", + " {'company_id': '27',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Banks & Building Societies',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.03804046e-01 3.90768409e-01 4.67769086e-01 -8.77881497e-02\\n4.87570196e-01 -7.82477483e-02 4.64432091e-02 2.35845342e-01\\n-3.25662307e-02 -4.09615815e-01 -2.12051362e-01 -1.85173452e-01\\n-3.37314159e-02 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-1.18941270e-01 2.58340891e-02 -6.87678605e-02\\n3.26687604e-01 -2.70393074e-01 -1.15278289e-02 -1.90212190e-01\\n-2.16400623e-01 -4.26365733e-01 -1.54515609e-01 -4.96382965e-03]]',\n", + " 'job_description': 'As a Software Engineer, being a member of the IT Engineering and Development team of Cembra, you will actively participate in all stages of the software development life-cycle mainly focusing on requirements’ engineering, software design and development activities for the Bank’s existing and new applications. You will be responsible for providing the design, development, configuration and maintenance for changes on existing systems and also for introducing new applications and interfaces with other systems. You will be developing highly complex applications with the goal of streamlining business operations and improving overall user and/or customer experience. The ideal candidate is a self-starter with a strong desire to increase efficiency and make an impact while creatively collaborate and execute team goals contributing to the Bank’s vision towards digital transformation. Key responsibilities Work with experienced engineers to design and develop new modules and/or applications Undertake the technical ownership of Cembra Money Bank’s Applications Integrate with the existing applications portfolio as well as third parties’ software Contribute towards the timely completion of development tasks for change initiatives and projects Liaise with production support and operations teams for Troubleshooting of production software and bug fixing (level 3 support) Maintain the highest code quality standards Willing to understand all aspects, functional/business and technical, of the applications on which you work on so that you can be greatly effective Continually learn and apply relevant software development practices, patterns, tools and technologies and actively contribute to the Bank’s technical selections/decisions Your profile Master or Bachelor in Computer Science (or equivalent degree) 5+ years’ of backend or distributed systems Java development knowledge (EE/Spring) Web technologies (SOAP, Rest), experience in Service-Oriented (SOA) and Microservice (MSA) architecture and strong understanding of software design patterns & object oriented principles Knowledge of messaging systems, Java applications servers (WAS, JBoss, Tomcat) and relational databases and also working experience with common networking, infrastructure, operating systems and security fundamentals A solid grasp on software engineering practices (e.g. thorough code reviews, unit tests, deep focus on quality, design documentation) Team player who quickly and easily adapts to changing situations, not afraid to take end-to-end ownership of tasks and responsibilities while displaying genuine commitment Working experience with FE development and javascript frameworks is considered a plus Good communication skills and an open style to provide transparency to management Fluent in English, German is a plus Contact Rahel Züllig HR Manager About Us Cembra Money Bank AG is a leading Swiss provider of consumer finance products and services. Its product range includes personal loans, auto leases and loans, credit cards and insurance sold with those products as well as invoice financing, deposit and savings products. Headquartered in Zurich-Altstetten, the Bank has operations across Switzerland via a network of 16 branches as well as alternative sales channels such as the Internet, credit card partners, independent agents and 4,000 car dealers. Cembra Money Bank AG is an independent Swiss bank and has been listed on the SIX Swiss Exchange since 2013. It has over 880 employees from 37 nations and 911,000 customers. On 1 July 2019 Cembra announced the acquisition of the consumer finance provider cashgate.',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Business Operations\", \"Collaboration\", \"Self Starter\", \"Management\", \"Operations\", \"Integration\", \"Creativity\", \"Troubleshooting (Problem Solving)\", \"Sales\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Tooling\", \"Streamlining\", \"Software Development Life Cycle\", \"Unit Testing\", \"Computer Science\", \"Message Handling Systems\", \"Consumables\", \"Staging\", \"Credit Card Applications\", \"Activism\", \"Alternators\", \"Software Design Patterns\", \"Maintainability\", \"E (Programming Language)\", \"Application Servers\", \"Levelling\", \"Digital Transformation\", \"Common Language Infrastructure\", \"Adapters\", \"Executable\", \"Network Infrastructure\", \"Microservices\", \"Software Engineering\", \"Operating Systems\", \"Java Application Server\", \"Application Portfolio Management\", \"Finance\", \"Personalization\", \"Production Support\", \"Service-Oriented Modeling\", \"Code Review\", \"JavaScript Frameworks\", \"Software Design\", \"Quality By Design (QbD)\", \"Modulation\", \"Productivity Software\", \"Banking\", \"Software Development\", \"Relational Databases\", \"Loans\", \"Customer Experience\", \"Simple Object Access Protocol (SOAP)\", \"Transparency (Projection)\", \"NGBSS (SOA Integration Framework)\", \"Java (Programming Language)\", \"Custom Backend\", \"Apache Tomcat\"]',\n", + " 'languages': \"['English', 'Welsh']\"},\n", + " {'company_id': '145',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Argovia',\n", + " 'industry': 'Biotech & Pharmaceuticals',\n", + " 'website': 'www.varian.com',\n", + " 'jobdescription_embedded': '[[-5.59465587e-02 2.22522646e-01 3.77960205e-01 -1.31588187e-02\\n4.35023904e-01 -1.82821512e-01 1.64762944e-01 4.61604297e-01\\n2.43590586e-02 -5.74613571e-01 -5.09466864e-02 -2.11634308e-01\\n-7.98937678e-02 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As a Software Engineer you will be collaborating with a talented, experienced team, providing best-in-class solutions for complex problems. This position involves all software engineering activities from analysis and design through coding and testing of data integration components, as well as maintenance and support during the product life cycle. Specific Responsibilities Analyze, design develop, and maintain connectivity services and the DICOM Import/Export application Investigate escalated customer issues Desired Qualifications Master’s degree in Computer Science / Electrical Engineering or related field 5 years professional work experience in object-oriented programming and test-driven design Cybersecurity skills as a programmer Service API skills (e.g. RESTful) Self-motivated and able to work well in a team environment. Strong problem analysis and solving capability. C# skills welcome DICOM skills welcome SQL skills welcome Excellent communication and teamwork skills, fluency in English You are analytical, communicative and focused. You work structured and have an eye for details. In addition, you can express your ideas and research in written form. You are used to working independently, open to discussing ideas and solutions with your colleagues. You thrive in an international work environment and in cultivating your contacts with partners in Europe and overseas. You’re just one click away from the most impactful work you’ll ever do. Apply now and join our mission to help save lives. Someone, somewhere, will be glad you did. We look forward to receiving your application and CV. Job Code www.varian.com/ch/daettwil #LI-OSS1 We're unleashing the power of technology and human ingenuity to achieve new victories in the fight against cancer. Join us and have a global impact.\",\n", + " 'soft_skills': '[\"Complex Problem Solving\", \"Self-Motivation\", \"Research\", \"Professionalism\", \"Collaboration\", \"Investigation\", \"Communications\"]',\n", + " 'hard_skills': '[\"Test-Driven Development (TDD)\", \"Computer Science\", \"Analytics\", \"Pentaho Data Integration\", \"Life Cycle Assessment\", \"Activism\", \"Import/Export Logistics\", \"Component Object Model (COM)\", \"Maintainability\", \"E (Programming Language)\", \"Hostile Work Environment\", \"Software Engineering\", \"Library For WWW In Perl\", \"Electrical Engineering\", \"C# (Programming Language)\", \"Structural Work\", \"Receivables\", \"Humanism\", \"Cybersecurity Compliance\", \"Additives\", \"Cancer\", \"Eyes\", \"Application Programming Interface (API)\", \"SQL (Programming Language)\", \"Object-Oriented Programming (OOP)\", \"Cultivator\", \"Dicom\"]',\n", + " 'languages': \"['English', 'Moldavian', 'Venda']\"},\n", + " {'company_id': '75',\n", + " 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architecture and drive simplification - Provide change and project support for initiatives related to backend data integration - Liaise with business stakeholders and data owners of respective systems - Liaise with production support and operations teams for the all ETL flows Your profile: - Experience with ETL tools such as Infomatica PowerCenter, or similar - Advanced knowledge of PL/SQL, and different database technologies is a plus - Experience with Application Lifecycle Management - Deep knowledge of data types, data architecture disciplines and MDM concepts - Knowledge of Data infrastructure and migration principles in theory and practice - Solid experience with data modeling and database design for operational as well as analytical systems - Experience with different integration patterns, batch, online, asynchronous, etc. - Basic knowledge of both Windows and Linux operating systems and shell scripting - Working proficiency in development toolsets, e.g. Eclipse or similar - Proficiency in one or more general purpose programming languages understanding of software skills such as -business analysis, development, maintenance and software improvement - Experience in Data Warehousing environment, experience in handling large volume of data is a plus - Ability to work and technically coordinate with 3rd party vendors (both onsite and offshore) - Work experience in financial or banking industry is a plus - Team player with good communication skills and an open style to provide transparency to management - ITIL 3.0 foundation certification - English and german spoken and written Benötigte Skills Englisch ITIL Banken / Finanzgesellschaften Datawarehouse Eclipse W2008 W2012 Linux Shell-Scripts PL/SQL ETL\",\n", + " 'soft_skills': '[\"Coordinating\", \"Verbal Communication Skills\", \"Operations\", \"Integration\"]',\n", + " 'hard_skills': '[\"PL/SQL\", \"Tooling\", \"KM Programming Language\", \"Shell Script\", \"Joint Application Design (JAD)\", \"Application Lifecycle Management\", \"Data Modeling\", \"Pentaho Data Integration\", \"Analytics\", \"Middleware\", \"Operating System Development\", \"Data Integration\", \"Industrialization\", \"Data Warehousing\", \"Offshoring\", \"ITIL Security Management\", \"Apex Data Loader\", \"Linux\", \"E (Programming Language)\", \"Eclipse (Software)\", \"Extract Transform Load (ETL)\", \"Database Design\", \"Academic Support Services\", \"Lifecycle Management\", \"Natural Language Understanding\", \"Production Support\", \"Business Analysis\", \"Clinical Data Management\", \"Data Infrastructure\", \"Transparency (Human-Computer Interaction)\", \"Process Safety Management\", \"Banking\", \"Custom Backend\", \"Acceptance and Commitment Therapy (ACT)\", \"Source Data\"]',\n", + " 'languages': \"['English', 'Kalaallisut']\"},\n", + " {'company_id': '145',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': 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Are you eager to shape the future of traditional industries like hospitality, retail, manufacturing or transportation using latest mobile technology? We are looking for the most talented and passionate individuals that love to work in demanding and international environments. We are a lean development team that moves fast. We push to production multiple times a day and continuously iterate on our products. This is an exciting time to join if you truly want to be involved in developing the core product at a tech driven company. As a Software Engineer you have the opportunity to work on all of our software stack and learn about state-of-the art web and mobile development. Technologies that you will work on are ElasticSearch, Realm.io, RabbitMQ, Backbone.js, Docker, Saltstack, Amazon Web Services, MySQL and interfacing them with different programming languages like Python, Java, Objective-C and Javascript. Your responsibilities Translate requirements, designs and wireframes into inspiring user experiencesBuild and maintain high-performance, reusable and reliable codeWork closely with other passionate software engineers to develop and ship new features What we look for BSc or MSc degree in Computer Science or related technical field or equivalent practical experienceExperience using RESTful APIs and handling JSON dataYou care about code quality and continuous refactoringProficiency in English as we speak mainly English at work Bonus Points You can show us programming projects that you work on in your free timeWe love an entrepreneurial mindsetWhat we offer youCompetitive salaryDynamic work environmentWeekly Bee-BreakfastFree Coffee, Fresh Fruits and a lot of Snacks Interested? We are looking for passionate, self-driven individuals. Thus we are interested in links/information to any projects you have done inside/outside your day job. Applications over videojobs.ch Job Type: Full-time',\n", + " 'soft_skills': '[\"Reliability\", \"Communications\", \"Hospitality\"]',\n", + " 'hard_skills': '[\"MySQL\", \"KM Programming Language\", \"Programming (Music)\", \"Computer Science\", \"High Performance Computing\", \"Backbone.js\", \"Beekeeping\", \"Industrialization\", \"Objective-C (Programming Language)\", \"Python (Programming Language)\", \"Maintainability\", \"Translations\", \"Iterators\", \"Lean Product Development\", \"Software Engineering\", \"Mobility\", \"RabbitMQ\", \"Docker (Software)\", \"Web Services\", \"Wireframing\", \"Mobile Application Development\", \"JavaScript (Programming Language)\", \"Core Product\", \"Amazon Web Services\", \"RESTful API\", \"Java (Programming Language)\", \"JSON\", \"Elasticsearch\"]',\n", + " 'languages': \"['English', 'Corsican', 'Bashkir']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'full-stack software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 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work with developers, product owners, designers and other stakeholders on product discovery Your Qualification: - Proficiency in Java/Spring/OOP/Maven and Java based Web Frameworks - Expertise with frontend technologies such as HTML, CSS and JavaScript Frameworks - Familiarity with Microservice architectures - Hands on experience designing and implementing RESTfull backend Services - Good knowledge of relational and NoSQL databases - Practice in Clean Code, TDD, Pair Programming, continuous integration and continuous delivery - Ability to understand the company's KPIs and the user needs and use them as innovation driver - Experience with agile methodologies and pronounced agile mindset - Plus: Knowledge of microservices on AWS - A degree in Computer Science or equivalent practical experience - Fluency in English and German Benötigte Skills Englisch NoSQL HTML5 CSS3 JavaScript JAVA Spring DevOps Test\",\n", + " 'soft_skills': '[\"Innovation\", \"Operations\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Test-Driven Development (TDD)\", \"NoSQL\", \"Agility\", \"Continuous Delivery\", \"Cascading Style Sheets (CSS)\", \"Computer Science\", \"Web Frameworks\", \"Continuous Integration\", \"Software Quality Management\", \"HTML5\", \"HyperText Markup Language (HTML)\", \"Microservices\", \"Cross-Functional Coordination\", \"Apache Maven\", \"Agile Methodology\", \"JavaScript (Programming Language)\", \"JavaScript Frameworks\", \"Experience Design\", \"Java (Programming Language)\", \"Custom Backend\", \"Pair Programming\", \"Object-Oriented Programming (OOP)\", \"DevOps\"]',\n", + " 'languages': \"['English', 'North Ndebele', 'Yiddish']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data engineer (m/w)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.51825631e-01 2.60474980e-01 4.06874985e-01 3.90913012e-03\\n4.12762940e-01 -1.23509467e-01 4.15141247e-02 1.99809834e-01\\n-5.73633872e-02 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experience with relational databases and very good command of SQL Experience with data pipelines and ETL Experience with BigData platforms (e.g. Spark, Hadoop) Experience with data preparation and data scraping for machine learning models and their deployment to production Programming experience (e.g. Python, R, Java, PL/SQL, etc.) Strong interest in banking and financial services industry Open, curious, team-oriented personality with persistency and tenacity High sense of ownership and quality Excellent communication skills, both towards customers and peers Ability to think ahead, work independently and set priorities Very strong command of English, good command of German (verbal and written) Willingness to travel (mostly within Switzerland, occasionally EU/UK) Benötigte Skills SQL ETL Python Python R JAVA PL/SQL PLSQL Englisch Reisetaetigkeit',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Analytical Skills\", \"Team Oriented\", \"Infrastructure\", \"Persistence\"]',\n", + " 'hard_skills': '[\"PL/SQL\", \"Python Server Pages\", \"Tooling\", \"Programming (Music)\", \"Data Scraping\", \"Computer Science\", \"Data Management\", \"Data Modeling\", \"Good Agricultural Practices\", \"Financial Services\", \"Landscaping\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Pipeline\", \"Management Process\", \"Extract Transform Load (ETL)\", \"Use Case Diagram\", \"Machine Learning Methods\", \"Personalization\", \"R (Programming Language)\", \"Data Curation\", \"Banking\", \"Relational Databases\", \"Service Industries\", \"Amazon Data Pipeline\", \"Java (Programming Language)\", \"SQL (Programming Language)\"]',\n", + " 'languages': \"['English', 'Afar', 'Kannada', 'Uzbek', 'South Ndebele']\"},\n", + " {'company_id': '146',\n", + " 'job_title': 'data entry analyst thai mother tongue',\n", + " 'location': 'Lugano',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.72615752e-01 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'job_description': 'Job Informationen Your tasks: You are the key contact person for the consolidation and analysis of needs of our scientists and will compile the information needed for strategic decisions of the board of directors. As a coordinator you will identify, propose and support solutions for relevant topics such as: - high performance data management documentation, exchange and curation systems - e-lab journals, repository systems, data management plans - identification, architecture and design of new technologies As contact person for data management you will lead a user group consisting of experts out of our research departments and you will organize and partly lead trainings and workshops or working groups and coordinate various activities with external partner. Your profile: You have a university degree (MSc degree) in computational science, or a related scientific discipline. You have already demonstrated experience in research and project management. You are interested to work closely together with our researchers on data science questions. You are a team player and your strengths include taking personal responsibility, high motivation for excellence, flair for elaborating out-of-the-box solutions. Strong interpersonal and communication skills are essential alongside the ability to collaborate with peers and scientific partners. Excellent communication skills in English and German are mandatory. The position is first limited to 2 years. Benötigte Skills Englisch Datawarehouse',\n", + " 'soft_skills': '[\"Coordinating\", \"Research\", \"Verbal Communication Skills\", \"Collaboration\"]',\n", + " 'hard_skills': '[\"MSC Software\", \"Compilers\", \"Computer Science\", \"Data Management\", \"Strategic Decision-Making\", \"Instructor-Led Training\", \"Journals\", \"Activism\", \"E (Programming Language)\", \"Data System\", \"Limiter\", \"Data Science\", \"Consolidation\", \"Data Management Plan\", \"Personalization\", \"High Performance Fortran (Concurrent Programming Language)\", \"Clinical Data Management\", \"Group Work\", \"Project Management\", \"Curation\", \"Document Management\"]',\n", + " 'languages': \"['English', 'Ossetian', 'Galician', 'Macedonian']\"},\n", + " {'company_id': '54',\n", + " 'job_title': 'scientific consultant/field application scientist',\n", + " 'location': 'Basel',\n", + " 'industry': 'Biotech & Pharmaceuticals',\n", + " 'website': 'www.genedata.com',\n", + " 'jobdescription_embedded': 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1.51006550e-01 -6.48707151e-02 -4.74141479e-01\\n-3.72587979e-01 2.15488255e-01 -1.52674481e-01 5.81661128e-02\\n5.40572181e-02 3.89264226e-01 -1.01188987e-01 5.58998734e-02\\n5.54651618e-01 -9.09994915e-02 -2.47718334e-01 -3.59937906e-01\\n-7.79160559e-02 -1.13661915e-01 -1.37385368e-01 -6.98653907e-02\\n1.95851669e-01 -3.37328911e-01 -2.07518935e-01 -3.16191971e-01\\n-3.12869251e-02 -3.33085537e-01 6.97566569e-02 -5.68944365e-02]]',\n", + " 'job_description': 'The Position Genedata is seeking a Scientific Consultant / Field Application Scientist to fill an opening in our growing Genedata Profiler (Precision Medicine) team. Precision medicine requires scientists to characterize the genomic profile of patients to better understand patients’ response to new therapies, to efficiently stratify patients for clinical trials or to identify novel biomarkers for patient monitoring. Genedata Profiler, a highly innovative tool in the era of precision medicine, provides a comprehensive, enterprise solution for the processing, management, integration, and analysis of massive amounts of clinical, phenotype, and multi-omic data. The Scientific Consultant is a scientific and technical consultant for our customers. It is a highly dynamic job: you will wear many different hats, interact with many different people such as clinicians, bioinformaticians, and software developers, and use your scientific and technical knowledge to solve real-world scientific problems in precision medicine. This position is especially well-suited for you if you have a scientific/technical background, enjoy variety in your daily work, and want to expand your skill set (scientific, technical, and soft skills). This full-time position is based in Basel, Switzerland and requires regular travel within Europe. Key Responsibilities First and foremost, you will act as an expert in scientific and IT matters related to translational and clinical data analysis in general and the use of our Genedata Profiler software in particular. You will combine this expertise with excellent communication skills and project management know-how to (a) be a vital part of the sales team, (b) propose, plan, execute and manage projects, and (c) support our customers in getting the most out of Genedata Profiler. (a) You will work in tandem with our Business Development Managers in establishing and communicating the value of Genedata Profiler to prospects and customers. Tasks include qualifying customer needs, giving presentations and demos, and managing software evaluation projects. (b) In addition, you will act as scientific consultant for data science projects. For example, you will help our customers with exploratory clinical trial design, identify biomarkers for response or adverse events, conduct mechanistic interpretation of results from mode-of-action studies, and devise stratification strategies based on the results obtained. You will ensure results delivery at the level of excellence that our customers know us for. This involves proper project set up and planning to achieve the customer’s goals; specifying and coordinating and executing the implementation work; guaranteeing adherence to scope, budget and timelines; managing change in the project; controlling the quality of all deliverables; providing customer feedback to product management; and supporting the Profiler team to keep improving our processes. (c) You will establish relationships based on trust with our customers by being their first point of contact and a sparring partner on scientific and technical matters, including user trainings and product support. We want our customers to have excellent translational and clinical data analysis processes, and you will be responsible to help enable this. Further, you will channel the insights gathered through your customer interactions back to our Development and Product Management team, help them to define end-to-end user stories and workflows matching their requirements, thereby assuring that Profiler is developed to maximize value for our customers. In addition to the core responsibilities listed above, we want you to help all of us in the Profiler team to improve, and we count on your knowledge, creativity, and technical skills to further advance our science, marketing, development, and product management. Your Profile Essential Skills and Experience: Excellent communication skills: you will be exposed to a range of different people, so you should feel comfortable interacting with customers at all levels (managers, scientists, and IT experts) and be prepared to constantly communicate internally. Solid scientific background (PhD level preferred) in statistical genetics, bioinformatics, biostatistics, computational biology, machine learning, data science or related field. 3+ years of working experience in translational / clinical research would be a definitive advantage, in particular experience with exploratory clinical trial data, biomarker research, patient stratification & companion diagnostics approaches, ideally at a contract research organization, in a clinic or a pharmaceutical company. If you do not have experience in any of these companies, we look forward to receiving your application if you possess the skills listed below, are a fast learner and wish to quickly delve into the scientific and technical challenges of cutting-edge technologies in the context of Pharmaceutical R&D. Additional Preferred Skills and Experience: Scientific experience and technical skills: Expertise in human genetics or molecular epidemiology, with a strong grasp of genomic approaches, technologies, and analytics to inform clinical trial design and enrichment, e.g. GWAS/RVAS/PheWAS. Profound understanding of biostatistics is essential; experience with methods of causal interference would be desirable. Solid background in oncology and/or immunology would be a plus. Expert knowledge of statistical programming in R is required, as well as working experience with SAS and scripting languages (Python or similar). Project management experience: delivering on time; planning resources and milestones; coordinating teams within and across organizations. Excellent presentation skills. Industry knowledge: You will work with a range of omics technologies and application areas (please see our website for currently supported technologies), so deeper knowledge within a few or broader knowledge across several of them would be desirable. Our customers are mainly pharmaceutical research organizations, thus your experience with pharmaceutical research and the drug discovery process would be valuable to us. The Company Genedata is an exceptional company. With over two decades of success in research informatics due to closely-knit teams of scientists, developers and business experts, Genedata has achieved steady and continuous growth since inception. As a private and majority employee-owned organization, we empower each employee to be a contributing voice in the company operations and evolution. Our collective expertise in research informatics, combined with our open and scalable computational solutions, makes us the leading software provider in R&D informatics for biotech, pharmaceuticals, and related life sciences. We are headquartered in Basel, Switzerland and have subsidiaries in Germany, US, UK, Japan and Singapore. About Genedata Profiler Developed in collaboration with leading pharmaceutical companies, Genedata Profiler provides a comprehensive, scalable and interoperable computational platform that addresses the major challenges associated with omics-based precision medicine. The innovative software platform combines high-performance raw omics data processing pipelines, sophisticated data analyses and unparalleled data visualizations with an advanced distributed data management infrastructure. Genedata Profiler accelerates the genomic profiling of patients, at scale and according to the highest data privacy and regulatory standards. Are you interested? If you are interested in this position, please submit your CV and motivation letter. Genedata only accepts CVs and resumes directly from candidates. Personnel recruitment agencies need not respond. Genedata is an Equal Opportunity Employer.',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Research\", \"Coordinating\", \"Collaboration\", \"Planning\", \"Management\", \"Communications\", \"Timelines\", \"Operations\", \"Presentations\", \"Innovation\", \"Creativity\", \"Positivity\", \"Sales\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Milestones (Project Management)\", \"Genomics\", \"Collections\", \"SAS (Software)\", \"High Performance Computing\", \"Genetics\", \"Python (Programming Language)\", \"Computational Biology\", \"Know Your Customer\", \"Pipelining\", \"Data Visualization\", \"Evaluation Projects\", \"Budgeting\", \"Patient Monitoring\", \"Clinical Research\", \"Project Management\", \"International Communications\", \"Amazon Data Pipeline\", \"Business Development\", \"Technical Consulting\", \"Epidemiology\", \"Product Management\", \"Interactivity\", \"Statistics\", \"Machine Learning\", \"Plan Execution\", \"Industrialization\", \"Levelling\", \"Open Management Infrastructure\", \"Customer Interaction Management\", \"Biostatistics\", \"Electronic Data Processing\", \"Survey Data Analysis\", \"Humanism\", \"Pharmaceuticals\", \"Product Support\", \"B (Programming Language)\", \"Profiling (Computer Programming)\", \"Controllability\", \"Programming (Music)\", \"Analytics\", \"Market Development\", \"Integrity Management\", \"Clinical Trials\", \"Clinical Research Informatics\", \"E (Programming Language)\", \"Resource Planning\", \"Translations\", \"Management Process\", \"Executable\", \"Microsoft Delve\", \"C (Programming Language)\", \"Equalization\", \"R (Programming Language)\", \"Clinical Data Management\", \"Adverse Event Monitoring\", \"Software Development\", \"Phenotyping\", \"Additives\", \"Acceptance and Commitment Therapy (ACT)\", \"Data Analysis\", \"User Story\", \"Life Sciences\", \"Immunology\", \"Informatics\", \"MASSIVE (Software)\", \"Scale (Map)\", \"Contract Research Organization\", \"Agile Edge Technologies\", \"Idealization\", \"Computing Platforms\", \"Data Science\", \"Scalability\", \"Receivables\", \"Adapter Scripting Language\", \"Stratifying\", \"Drug Discovery\", \"Bioinformatics\", \"Interoperability\", \"Workflows\", \"Change Management\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data scientist (m/w)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.41230571e-01 3.20579290e-01 3.75774533e-01 -5.87651171e-02\\n4.43441123e-01 -1.29961938e-01 -1.92020759e-02 4.41386491e-01\\n-1.59575537e-01 -4.24713194e-01 -1.46686330e-01 -3.25343221e-01\\n1.14388704e-01 2.04729050e-01 -1.23882887e-03 4.20161128e-01\\n3.73519152e-01 -1.16898101e-02 -2.07619742e-01 1.32103652e-01\\n8.86699557e-02 -3.35102119e-02 4.04846482e-02 7.49066710e-01\\n4.03577298e-01 3.07110511e-02 9.69275273e-03 2.29009271e-01\\n-2.27694642e-02 -3.00659746e-01 4.20081764e-01 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person for the consolidation and analysis of needs of our scientists and will compile the information needed for strategic decisions of the board of directors. As a coordinator you will identify, propose and support solutions for relevant topics such as: - high performance data management documentation, exchange and curation systems - e-lab journals, repository systems, data management plans - identification, architecture and design of new technologies As contact person for data management you will lead a user group consisting of experts out of our research departments and you will organize and partly lead trainings and workshops or working groups and coordinate various activities with external partner. Your profile: You have a university degree (MSc degree) in computational science, or a related scientific discipline. You have already demonstrated experience in research and project management. You are interested to work closely together with our researchers on data science questions. You are a team player and your strengths include taking personal responsibility, high motivation for excellence, flair for elaborating out-of-the-box solutions. Strong interpersonal and communication skills are essential alongside the ability to collaborate with peers and scientific partners. Excellent communication skills in English and German are mandatory. The position is first limited to 2 years. Benötigte Skills Englisch Datawarehouse',\n", + " 'soft_skills': '[\"Coordinating\", \"Research\", \"Verbal Communication Skills\", \"Collaboration\"]',\n", + " 'hard_skills': '[\"MSC Software\", \"Compilers\", \"Computer Science\", \"Data Management\", \"Strategic Decision-Making\", \"Instructor-Led Training\", \"Journals\", \"Activism\", \"E (Programming Language)\", \"Data System\", \"Limiter\", \"Data Science\", \"Consolidation\", \"Data Management Plan\", \"Personalization\", \"High Performance Fortran (Concurrent Programming Language)\", \"Clinical Data Management\", \"Group Work\", \"Project Management\", \"Curation\", \"Document Management\"]',\n", + " 'languages': \"['English', 'Turkmen']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data analyst/-scientist',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.41309604e-01 2.42345914e-01 4.95187610e-01 1.05289342e-02\\n5.81725121e-01 -1.90028071e-01 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profile: Master’s degree in Computer Science or equivalent Strong knowledge in Python is a must; knowledge of Git, PySpark, Scala, OOAD and CI is a plus 2+ years of relevant working experience with cloud based, virtual computer environments Experience with ETL pipelines for large data sets Experience with Spark, MySQL and/or MongoDB Knowledge of machine learning algorithms and tools is a plus Ability to work independently with a high sense of responsibility Fluency in English Swiss or EU/EFTA work permit Benötigte Skills Python Python MySQL Englisch Scala ETL',\n", + " 'soft_skills': '[\"Research\"]',\n", + " 'hard_skills': '[\"Automation\", \"MySQL\", \"Data Quality\", \"Python Server Pages\", \"Tooling\", \"Computer Science\", \"Apache Parquet\", \"Continuous Integration\", \"Apache Airflow\", \"Clinical Study Design\", \"Scala (Programming Language)\", \"Pyspark\", \"Python (Programming Language)\", \"Research Quality Framework\", \"Maintainability\", \"MongoDB\", \"Levelling\", 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-3.02232504e-01 1.03322759e-01 -4.79193442e-02]]',\n", + " 'job_description': \"In this role you will advise our clients during the conception, planning and implementation of data analytics projects. You will work with the project team to provide our clients the high quality and reliability we are known for. Your tasks will include: Requirements' analytics and solution design. Data modelling; architecture design; data extraction and transformation. Data visualization and reporting. Implementation of machine learning models. Presenting your results to middle and top management What you bring: Domain knowledge in at least one industry Down-to-earth and pragmatic results-oriented attitude while advising your clients. Experience in working with large data sets and databases. Knowledge in relevant technologies and programming languages (e.g. SQL, Python, Hadoop, Spark, Tableau, Microsoft BI). Excellent communication skills in German and English. To be successful in this role you will need to: Strive to understand your clients' needs. Deliver outstanding results with high business value in a comprehensible form. Have the intellectual agility required to get the job done in an easy-to-do-business-with way. Value clever and creative team play. Are you interested to join a great team with proven track record and to work in projects that will constantly challenge you? We are happy to receive your application: Direct Phone: +41 44 435 10 10 e-Mail: hanspeter.graenicher@d-one.ai D ONE Solutions AG Hans Peter Gränicher Sihlfeldstrasse 58 8003 Zürich\",\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Planning\", \"Reliability\", \"Presentations\", \"Creativity\"]',\n", + " 'hard_skills': '[\"Tableau (Business Intelligence Software)\", \"Advising\", \"KM Programming Language\", \"Agility\", \"Analytics\", \"Data Modeling\", \"Industrialization\", \"Python (Programming Language)\", \"Data Extraction\", \"Track (Rail Transport)\", \"Architectural Design\", \"E (Programming Language)\", \"Data Transformation\", \"Data Visualization\", \"Machine Learning Methods\", \"Minimum Data Set\", \"Receivables\", \"Solution Design\", \"SQL (Programming Language)\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'software engineer - .net developer w/m',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT 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In Switzerland, our client employs more than 200 consultants and aims towards large growth. We operate particularly in Life Sciences (Pharma, Biotech, and Medical Devices), Industry (Watches, MEMs), Aerospace, Automotive, Energy, Railways, Finance and Telecoms sectors. Our client deploys activities throughout Switzerland with premises in Zürich, Basel, Lausanne and Geneva. Ihr Aufgabenbereich Detailed requirements analysis, designing, and developing code. Architecture discussion. Coding, testing, debugging, and documenting programs. Revising and updating programs. Integration and deployment scripts. Participating in production support including investigation and fixing bugs. Ihr Profil Education level: Master or Engineering Degree in Software Engineering (EPFL, ETH, HES or equivalent). Requirements: Minimum 7 years of experience in .NET development. Minimum of 4 years of relevant experience with WPF. Proven experience in UI web technologies: HTML, CSS, Javascript. Professional use of programming languages: .NET / C#, ASP.NET, Web Services (WCF), MVC patterns and Web API. Experience with traditional RDBMS databases, such as SQL Server, Oracle SQL, NoSQL. Extensive experience with a common application server (JBoss, IBM Websphere or BEA Weblogic). Microsoft Prism/ MVVM and unity/ IOC grandly appreciated. Experience with Big Data (Hadoop, Teradata) is a plus. Any experience in mobile development (Android, iOS, Xamarin) is a plus. Ability to work with Agile Methodology (Scrum, XP, TFS etc…) Key qualities: You know how to take initiative You like to work in a multidisciplinary team You value knowledge-sharing You must have strong verbal and writing communication capabilities. Ihre Chance Our client offers an exciting tailored career path for your professional and personal development within an international company. You will be accompanied from the beginning with specific coaching and mentoring programs and intensive training on innovation and management in a fast-moving and results driven environment. Interested? Please do not hesitate to find out more about this unique opportunity and send your complete application file to jobs@oneagency.ch. Ort: Zürich Spezialisierung:Sprachen: Job ID: 384',\n", + " 'soft_skills': '[\"Professionalism\", \"Investigation\", \"Management\", \"Operations\", \"Integration\", \"Innovation\", \"Written Communication\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Code Testing\", \"NoSQL\", \"ASP.NET\", \"KM Programming Language\", \"Micro Electro-Mechanical Systems (MEMS)\", \"Cascading Style Sheets (CSS)\", \"Life Sciences\", \"Industrialization\", \"IBM WebSphere MQ\", \"Xamarin.ios\", \"Activism\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"High Tech Manufacturing\", \"Scrum (Software Development)\", \"Application Servers\", \"Levelling\", \"HyperText Markup Language (HTML)\", \"Software Engineering\", \"Web Services\", \"Medical Devices\", \"Agile Methodology\", \"Finance\", \"Mobile Application Development\", \"Wcf 4\", \"C# (Programming Language)\", \"Pathing\", \"JavaScript (Programming Language)\", \"Production Support\", \"Revisions\", \"Big Data\", \"Android Software Development\", \"SQL Server Reporting Services\", \"Requirements Analysis\", \"Scripting\", \"Prism\", \"Personality Development\", \"Web UI\", \"Application Programming Interface (API)\", \"Debugging\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '125',\n", + " 'job_title': 'digital humanities analyst in the data analytics center 80 - 100%',\n", + " 'location': 'Basel',\n", + " 'industry': 'Colleges & Universities',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.97839725e-01 2.03282148e-01 4.57758784e-01 2.31721736e-02\\n4.41922903e-01 -9.44348425e-02 -1.66357920e-01 4.15524244e-01\\n-9.94899422e-02 -3.47704291e-01 -1.57185301e-01 -3.31334502e-01\\n-3.76208350e-02 1.60476625e-01 1.13304973e-01 4.86900628e-01\\n3.78952086e-01 -6.94307834e-02 -1.48550749e-01 1.87048733e-01\\n1.51681542e-01 3.16349603e-03 -1.36451721e-02 7.51234889e-01\\n4.72653866e-01 3.20746601e-02 -4.69502099e-02 1.69557393e-01\\n-1.78675085e-01 -1.91202790e-01 5.62506318e-01 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university in Switzerland, and ranked among the best universities in the world due to its research achievements. It counts over 12'000 students and 4'300 researchers in 7 faculties active in domains from humanities and social sciences to natural sciences. The University of Basel is promoting the growing area of Data Science by establishing a university-wide Data Analytics Center (DAC). The goal of the DAC is the advancement of research and the development of transdisciplinary synergies at the University of Basel and its partners. The service and support activities of the DAC will be provided by the Center for Scientific Computing (sciCORE) and the Digital Humanities Lab (DHLab) in collaboration with the Department of Mathematics and Computer Science (DMI). We invite applications for a data analysis support specialist (80-100%) to support quantitative research in humanities and social sciences. Your position The successful candidate will provide consulting and execute data analysis in research projects in various domains of humanities and social sciences. The primary mandate is to support research groups in need of data analysis by applying appropriate statistical, computational, and visualization methods, helping with semantic mappings, and making fundamental methodological advances. The position will involve hands-on data analysis and contributions to teaching (postgraduate courses). This position will be hosted at the DHLab. Your profile Our ideal candidate has a strong and diversified experience (postdoctoral level) in data analysis, in particular with applications involving analysis of large and complex data sets, using machine learning, deep learning, and other advanced statistics. Experience with various database concepts (eg SQL, NoSQL, SPARQL, GraphDB), semantic technologies, and knowledge of R and Python are required. Previous work with text, music, visual, survey, and other data, and familiarity with image analysis tools (eg ImageJ, Fiji) and at least one state of the art deep learning framework will be an asset. Given the important service aspect of the position, we expect our candidate to be flexible, proactive, capable of following several projects in parallel and to have a curiosity for humanities and social sciences in general. We offer you At the DHLab, you will be part of a highly efficient and motivated team of diverse data analysts, data infrastructure managers, and scholarly IT specialists. As a member of the DAC you will also join forces with support scientists at sciCORE and DMI. External collaborations and co-authorship in publications can be expected. We support our team members in their own training, networking and career development. You will have the opportunity to contribute in shaping the organization and development of this data analysis platform. The initial contract is for 2 years, with the possibility of renewal into a permanent contract. The University of Basel is an equal opportunity and family friendly employer committed to excellence through diversity. Application / Contact We look forward to receiving your complete application via the university's online application portal (see button below). Applications should include a curriculum vitae, list of publications indicating the five most significant papers, a link to your code repository or portfolio of data analysis projects, and names of three potential referees. Applications by email cannot be considered. For further information, please contact Prof. Gerhard Lauer gerhard.lauer@unibas.ch. The position will remain open until filled.\",\n", + " 'soft_skills': '[\"Research\", \"Collaboration\", \"Proactivity\", \"Friendliness\", \"Team Motivation\", \"Teaching\", \"Curiosity\", \"Positivity\", \"Consulting\"]',\n", + " 'hard_skills': '[\"NoSQL\", \"Tooling\", \"Surveys\", \"GraphDB\", \"Social Sciences\", \"Computer Science\", \"Analytics\", \"Statistics\", \"Machine Learning\", \"Visualization\", \"Natural Sciences\", \"Activism\", \"Python (Programming Language)\", \"SPARQL Protocol And RDF Query Language (SPARQL)\", \"Levelling\", \"Image Analysis\", \"Computational Statistics\", \"Executable\", \"Hosting\", \"Quantitative Research\", \"Data Science\", \"Spatial Data Infrastructures\", \"Scientific Computing\", \"Equalization\", \"R (Programming Language)\", \"Deep Learning\", \"Survey Data Analysis\", \"Semantic Technology\", \"Receivables\", \"Humanism\", \"Data Infrastructure\", \"Digital Humanities\", \"Semantics\", \"Logistics Support Activity\", \"Career Development\", \"Centering\", \"Mapping\", \"ImageJ\", \"SQL (Programming Language)\", \"Data Analysis\"]',\n", + " 'languages': \"['English', 'Corsican']\"},\n", + " {'company_id': '42',\n", + " 'job_title': 'data science course developer and instructor',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'Colleges & Universities',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.31003404e-01 2.87446916e-01 4.94195759e-01 6.79244250e-02\\n5.64721525e-01 -1.02165639e-01 4.63781841e-02 4.17711139e-01\\n-7.86895026e-03 -1.81509703e-01 -1.69008210e-01 -1.56376541e-01\\n3.87024619e-02 9.05360281e-02 1.98915392e-01 4.50523078e-01\\n2.97633052e-01 -7.17932507e-02 -1.61911964e-01 3.28495532e-01\\n-1.14688650e-03 -7.13254437e-02 -6.84413910e-02 6.87404990e-01\\n4.78520870e-01 2.86109541e-02 -3.75124589e-02 1.10322885e-01\\n-1.47137582e-01 -2.81869173e-01 3.99212688e-01 3.04904729e-02\\n-1.61513850e-01 -2.38729075e-01 9.89310518e-02 2.52619147e-01\\n-2.68172622e-01 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Here’s what you’ll get to do in this role: Develop data science and advanced analytics activities, including applications of mathematical modeling, statistical analysis and machine learning techniques (through exercises, public posts, capstone project guidance); Guide learners in acquiring hands-on data science experience using Python (NumPy, Pandas, Scipy, Scikit-Learn, Matplotlib, Seaborn); Apply technical expertise and leadership skills to design, develop, manage and grade learner projects using real-world large datasets and relational databases; Design and lead workshops and hackathons, and participate in conferences to promote the EPFL Extension School, data science and digital skills to a wide audience; Collaborate with partners from academia and the private sector to identify opportunities for development of new courses and workshops as well as learner course projects and capstone projects; Manage additional course development and other activities to support the growth of the EPFL Extension School The audience for the EPFL Extension School courses extends to a large, general public and the knowledge level of the learners will range from novice (no prior experience with Python and/or in data science) to intermediate (strong familiarity, possibly but not necessarily university or post-graduate level knowledge) to advanced (practitioners in the field, seeking to learn specific skills). The course developer should be able to adapt his/her approach and output accordingly. We expect a solid, demonstrable and practical background in all domains of data science relevant to beginner- and intermediate-level learners. In particular, we expect you to be have extensive hands-on experience with the most common tools, methods, and applications of all stages of the data science pipeline (i.e. data mining, data cleaning, data analysis, data visualisation), using Python. You will have advanced knowledge of Python and all relevant data science libraries. You will also have a proven ability to explain basic and difficult concepts in data/data science clearly and effectively to a wide audience. The ideal candidate also has experience with a variety of methods / models / tools relevant to data analytics, statistics and/or machine learning. Additional required qualifications: Background in computer science, data science, statistics, the physical sciences or other quantitative field (academic or equivalent professional experience); Previous experience with data science projects; Previous teaching/TA experience; Excellent communications and relationship management / « people » skills; Excellent written verbal presentation skills and the ability to communicate both to business and technical audiences, with a wide variety of skills / skill levels; Strong organisational skills; Good team player; Self-starter, capable of autonomous time management and work; Ability to rapidly and independently acquire new skills Fluent English, both written and spoken; Comfortable with developer tools: git, the command line, code editors, etc.; Previous experience in time series analysis, natural language processing, or advanced statistics a plus; Start-up experience a plus.',\n", + " 'soft_skills': '[\"Leadership\", \"Adaptability\", \"Professionalism\", \"Collaboration\", \"Self Starter\", \"Management\", \"Communications\", \"Presentations\", \"Teaching\", \"Time Management\", \"Relationship Management\"]',\n", + " 'hard_skills': '[\"Matplotlib\", \"Tooling\", \"Qualitative Data Analysis\", \"Natural Language Processing\", \"Computer Science\", \"Analytics\", \"Statistics\", \"Machine Learning\", \"Physical Science\", \"Scikit-learn (Machine Learning Library)\", \"Staging\", \"Activism\", \"NumPy\", \"Apex Data Loader\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Levelling\", \"Course Development\", \"Library\", \"Apple Developer Tools\", \"Dataset\", \"Line Coding (Telecommunication)\", \"Pipelining\", \"Alexa Skills Kit\", \"Code Editor\", \"Data Science\", \"Time Series\", \"Cleaned Data\", \"Management Development\", \"Relational Databases\", \"Mathematical Modeling\", \"Additives\", \"Command-Line Interface\", \"Git Flow\", \"SciPy\", \"Digital Skills\", \"Pandas (Python Package)\", 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Service and Manufacturing departments? • focuses the development of our therapy devices in particular on clinical application and usability aspects? We match with people who… • are open to new ideas and feel comfortable in our dynamic environment, • have great analytic skills and think solution-oriented, • can work independently, • are equipped with good social skills, and integrate well into a multicultural and professional team. Your bag of tricks contains… • good capability of understanding complex legacy systems, • good knowledge of the .NET platform, including C#, WPF and WCF, • understanding of relational databases, • experience in Version Control Systems and Application Lifecycle Management, • very good English skills, German skills are a must. Benötigte Skills Englisch .NET C# Konzeptionell / Analytisch Usability Softwarearchitektur',\n", + " 'soft_skills': '[\"Analytical Skills\", \"Professionalism\", \"Social Skills\", \"Integration\"]',\n", + " 'hard_skills': '[\"Control Systems\", \"Usability\", \"Relational Databases\", \"Version Control\", \"Electrical Engineering\", \"C# (Programming Language)\", \"Product Management\", \"Software Architecture\", \"Wcf 4\", \"Application Lifecycle Management\", \"Lifecycle Management\", \"Mechanicals\"]',\n", + " 'languages': \"['English', 'Slovak', 'Navaho', 'Navaho']\"},\n", + " {'company_id': '51',\n", + " 'job_title': 'data scientist',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'Publishing',\n", + " 'website': 'www.frontiersin.org',\n", + " 'jobdescription_embedded': '[[-3.23620260e-01 1.65432483e-01 5.47806978e-01 -9.65909287e-03\\n5.04691005e-01 -1.45443231e-01 -1.68182068e-02 3.73564124e-01\\n-1.41375095e-01 -2.55717307e-01 -1.63371891e-01 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In the last 3 years, Frontiers has massively invested in data acquisition and modeling, leading to the deployment of sophisticated data products to further accelerate its business. We are looking for a Data Scientist to join our data science team in Lausanne. Your main focus will be developing state-of-the-art machine learning algorithms for a variety of applications (e.g. computer vision, NLP, recommendations systems) to improve our editorial workflow. You will contribute to the “full-stack” of data science, from experimentation to deployment in production. You will work together with product owners, machine-learning engineers and data engineers in order to build machine learning products that can advance Frontiers’ business. We are a diverse team of people from over 30 different countries with offices in Lausanne, Madrid, London, Seattle and Beijing. We are smart, hungry, and fast moving; operating in small teams, with freedom for independent work and fast decision making. Responsibilities Development, optimization and evaluation of machine learning models and pipelines Technological review of data science solutions and communication to management Proactive identification of opportunities for potential products within Frontiers Requirements Degree in Computer Science, Statistics or similar Demonstrable experience in data modeling and machine learning prototype development Proficiency in Python, including its scientific/statistical/NLP/Computer vision packages (e.g. NumPy, SciPy, scikit-learn, spaCy, OpenCV) Experience with SQL Experience with deep learning frameworks (e.g. PyTorch, Keras, Tensorflow) Willingness to share and adopt best work practices on a common codebase Fluency in English and strong communication skills Familiarity with big data platforms (e.g. Spark, Azure Databricks) is a plus Familiarity with deployment tools (e.g. Docker, Flask) is a plus Expertise in the field of scientometrics is a plus Benefits: 25 days' vacation per year and Christmas office closure; Participation into the company's annual bonus scheme; Professional development opportunities; Plenty of social & fun benefits: Christmas party, summer barbecue, monthly happy hour; Fruits & snacks in the kitchen as well as much tea & coffee as you like; In-house well being activities including free weekly yoga; A huge variety of self-organized activities from ski trips and football to French club. How to apply Please submit your application in English. Applicants must be Swiss or EU citizen, or have a valid Swiss work permit.\",\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Proactivity\", \"Management\", \"Communications\", \"Operations\", \"Decision Making\", \"Socialization\"]',\n", + " 'hard_skills': '[\"Codebase\", \"Computer Science\", \"Data Modeling\", \"Statistics\", \"OpenCV\", \"Machine Learning\", \"Open Access\", \"Scikit-learn (Machine Learning Library)\", \"Recommender Systems\", \"Data Engineering\", \"Prototype (Manufacturing)\", \"NumPy\", \"Scheme (Programming Language)\", \"Activism\", \"Computer Vision\", \"Python (Programming Language)\", \"Yoga\", \"E (Programming Language)\", \"Experimentation\", \"Flask (Web Framework)\", \"Keras (Neural Network Library)\", \"Pipelining\", \"Investments\", \"Machine Learning Methods\", \"Professional Development Programs\", \"Data Science\", \"SpaCy (NLP Software)\", \"Docker (Software)\", \"Machine Learning Algorithms\", \"TensorFlow\", \"Deep Learning\", \"Big Data\", \"Data Acquisition\", \"Azure Databricks\", \"E-Tools\", \"Data Management Platforms\", \"SciPy\", \"PyTorch (Machine Learning Library)\", \"Workflows\", \"SQL (Programming Language)\", \"Adoptions\"]',\n", + " 'languages': \"['English', 'Turkish']\"},\n", + " {'company_id': '93',\n", + " 'job_title': 'software engineer, server',\n", + " 'location': 'Stans',\n", + " 'industry': 'Sports & Recreation',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[ 4.19657119e-03 1.90651610e-01 3.78497064e-01 5.13158813e-02\\n4.57627356e-01 -2.19482675e-01 -3.98585089e-02 4.77968633e-01\\n-2.99623199e-02 -4.52263176e-01 8.47569704e-02 -2.59213239e-01\\n-1.15135968e-01 1.52834788e-01 -5.14461249e-02 3.22667956e-01\\n3.90877604e-01 1.49154276e-01 -2.07938105e-01 3.72331500e-01\\n-3.29465419e-02 -9.28253382e-02 5.74480444e-02 7.30684876e-01\\n3.47323149e-01 -1.34473488e-01 -7.27730542e-02 -8.53895694e-02\\n-1.24431491e-01 -2.20459715e-01 4.13540304e-01 1.05182678e-01\\n-1.76627100e-01 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collections - home videos, photos, music, TV shows, and movies - so they can quickly find and stream them to any device. We have a simple yet ambitious mission: to help people easily discover, enjoy, and share all of their media across all of their devices. We’ve made great progress towards this mission, and we have millions of happy customers, but we still have a long way to go! What sets us apart: We support every major platform, including desktops, mobile devices, smart TVs, streaming devices, and gaming consoles, providing you the opportunity to build and contribute to the technologies you’re most interested in, as well as move across projects to learn new skills. We are a distributed organization, with people making great things happen in more than 15 countries and 11 time zones. While we are passionate about our work and all work hard, we provide flexibility around a schedule that works for you. We love what we’re building and our user community is an integral part of our development process. We actively engage with customers through forums to understand what is working, what they want more of, and how we can be better. We ship cool stuff! Sound interesting? We’re looking for software engineers who are ready to push their limits and have a material impact in Plex’s growth and success. Who You Are: You’re kind, helpful, smart, get stuff done, have great energy, and thrive in a startup environment. You’re self motivated and able to work well in a distributed office. You’re a software engineer with experience working in groups, but with the ability to work independently. You believe in asking for help and helping others when they ask, never throwing a problem over the wall. You thrive in a fast paced environment, with an ability to be nimble and shift priorities as called for in a dynamic space. You are hungry to have an impact, continuously working to improve our product, process and push the team to be it’s best. You are an experienced C/C++ programmer and thrive inside of large codebases. You can both understand and improve complex systems, but know when making targeted fixes is the right approach. You have documented experience of shipping products and features into the hands of many demanding users. You have been the primary developer responsible for taking features from inception through to delivery, and do not shy away from the responsibility of heading up a feature team. You understand the complexities involved in shipping cross-platform applications, and have solid experience in working with platform-specific APIs. Ideally, you would have a working knowledge of Win32 APIs. You have some experience with client/server architectures. You might know a thing or two about networking, or databases, or security, or media formats. You write simple clean code. The debugger is one of your favorite tools. Plex is committed to building an inclusive and diverse workforce. Plex is an equal opportunity employer. We do not discriminate based on race, ethnicity, color, ancestry, national origin, religion, sex, sexual orientation, gender identity, age, disability, veteran, genetic information, marital status or any other legally protected status.',\n", + " 'soft_skills': '[\"Self-Motivation\", \"Mobile Devices\"]',\n", + " 'hard_skills': '[\"Nvidia Quadro Plex\", \"Console Games\", \"Video Home System (VHS)\", \"Process Development\", \"C (Programming Language)\", \"Heading (Metalworking)\", \"Client Server Models\", \"Production Process\", \"Collections\", \"AN/PRC-148 Multiband Inter/Intra Team Radio (MBITR)\", \"Remote Application Platform\", \"Smart Tv\", \"Smart Device\", \"Software Engineering\", \"Process Driven Development\"]',\n", + " 'languages': \"['English', 'Zhuang', 'Ewe', 'Kinyarwand']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'data scientist',\n", + " 'location': 'Basel',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': 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This role is permanent position based in Basel Canton. Your Role: Design & implement Predictive Analytics & Data Science applications. Look for solutions for the analysis & visualization of data for different problems. Act as a business enabler & advise departments on technology, methodology & operationalization. Partake in the development of new ideas & areas of application. Your Skills: Several years of professional experience as a Data Analyst or Data Scientist. Experience in the application & communication of machine learning algorithms or deep learning (e.g. GLMs, Random Forests, Support Vector Machines, Neural Networks). Sound experience in dealing with complex data structures. Good knowledge of relevant tools (R or R Studio, SQL, Python) & common BI tools (SAS VA, SAS EG, DataRobot). Your Profile: Completed University Degree with quantitative orientation (mathematics, statistics, business informatics). Very good understanding of overall corporate relationships. Strong analytical & conceptual skills & highly team & customer-oriented. Open, creative & innovative with a high level of self-initiative. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers',\n", + " 'soft_skills': '[\"Communications\", \"Creativity\", \"Innovation\", \"Positivity\"]',\n", + " 'hard_skills': '[\"E-Learning Development\", \"Tooling\", \"Advising\", \"Analytics\", \"SAS (Software)\", \"Business Statistics\", \"Mathematical Statistics\", \"Visualization\", \"Python (Programming Language)\", \"Random Forest Algorithm\", \"Business Informatics\", \"Machine Learning Methods\", \"Data Science\", \"Operationalization\", \"Conceptualization\", \"Machine Learning Algorithms\", \"R (Programming Language)\", \"Deep Learning\", \"Receivables\", \"Data Structures\", \"Predictive Analytics\", \"Algorithms\", \"Support Vector Machine\", \"SQL (Programming Language)\", \"Acceptance and Commitment Therapy (ACT)\"]',\n", + " 'languages': \"['English', 'Urdu', 'Tamil', 'Ganda', 'Catalan']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'software engineer 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systems In-depth understanding of concepts such as algorithms, networking and internet technology Deep knowledge in Scala, Java, or C++ and Python, Bash, or Perl Knowledge of databases and messaging systems (e.g. Couchbase, Kafka) Knowledge of modern architectural patterns e.g. REST, microservices, stream processing Knowledge of a batch processing framework e.g. Spark, Hadoop Experience with version control systems (e.g. Git) and cloud technologies (e.g. AWS) Interest in large scale data mining and machine learning is desirable Knowledge of client-side technologies (e.g. JavaScript, Angular, React) is a plus Bachelor/MSci/PhD degree in Computer Science or equivalent Ability to communicate well in English and to thrive in a peer-driven engineering culture Benötigte Skills Scala JAVA C++ Python Python Bash Perl Python JavaScript Angular Englisch',\n", + " 'soft_skills': '[\"Communications\", \"Reliability\"]',\n", + " 'hard_skills': '[\"Control Systems\", \"Distributed File Systems\", \"Python Server Pages\", \"Knowledge Process Outsourcing\", \"Computer Science\", \"Perl (Programming Language)\", \"Message Handling Systems\", \"Build Tools\", \"Scale (Map)\", \"C++ (Programming Language)\", \"Scala (Programming Language)\", \"Version Control\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Transformation\", \"Microservices\", \"Pipelining\", \"React.js\", \"Machine Learning Methods\", \"Stream Processing\", \"JavaScript (Programming Language)\", \"Performance Metric\", \"Bash (Scripting Language)\", \"Architectural Patterns\", \"Electronic Data Processing\", \"Data Mining\", \"Java Data Mining\", \"Angular (Web Framework)\", \"Modulation\", \"Batch Processing\", \"Resourcing\", \"Algorithms\", \"Git Flow\", \"Amazon Data Pipeline\", \"Java (Programming Language)\", \"Data Ingestion\", \"Cloud Technologies\"]',\n", + " 'languages': \"['English', 'Turkmen', 'Bengali', 'Irish', 'Pali']\"},\n", + " {'company_id': '4',\n", + " 'job_title': 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We are looking for a passionate Control Engineer (m/f/d) eager to execute a SW project from the requirements to the first ride of a vehicle, to strengthen our motivated multidisciplinary Engineering team in Turgi. If you show great interest in control systems, power electronics and transportation systems, and look forward to make a train move, this is you opportunity to make a remarkable impact.Your responsibilitiesYour backgroundMore about usBring your very own sense of pride and purpose as you help us drive forward the Fourth Industrial Revolution – creating a sustainable future for our planet, and your career. Join ABB and harness the power of our diverse global network, as you collaborate with and learn from our world-class teams. Above all, challenge yourself every day. Let’s write the future, together. Interested in joining our team? If so, we look forward to receiving your full application (motivation letter, CV, references) only via our online careers tool. A better world begins with you at www.abb.com/careers ABB Switzerland Ltd. Katharina Brettschneider Talent Partner Phone +41 79 627 94 59 www.facebook.com/ABBCareer www.xing.com/companies/abbschweizag www.linkedin.com/company/abb www.instagram.com/abbcareer',\n", + " 'soft_skills': '[\"Collaboration\", \"Writing\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Control Systems\", \"Tooling\", \"Locomotive\", \"Control Engineering\", \"Library For WWW In Perl\", \"Electronics\", \"Component Object Model (COM)\", \"Centering\", \"M (Programming Language)\", \"Transportation Management Systems\", \"Sustainability\", \"Executable\", \"Receivables\", \"Controllability\", \"Industrialization\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'software development engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.79381236e-01 4.31842625e-01 4.21524853e-01 -1.84562564e-01\\n3.95667464e-01 -3.09906304e-01 1.97623298e-01 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'job_description': \"We currently have an exciting opportunity for a Data Scientist to join a Biotechnology Institution in Zug, Switzerland on their upcoming project. This position runs until October 2020. Responsibilities: Develop and refine forecast platform for Biogen's CVC program Develop agent based/optimization algorithms to simulate market dynamics and product usage - with guidance from senior members of the CVC program Program applications using Visual Basic, Java, SQL, MS Excel that will enable refinement and calibration of short- and long-term forecast models Continually assess and improve upon the accuracy of modeling and forecasting platforms and other tools that the individual will build. Build simulators, dashboards, user interfaces and other tools that can provide simple modeling and forecasting reports that can be processed by senior management. Develop simple versions of the forecast platforms and other tools that can be leveraged by a non-technical audience to run their own scenario analytics. Provide toolkits, tutorials and generally function as a technical expert resource for other members of the CVC forecasting team and internal clients. Key Skills: Experience working within or consulting for Pharma/Biotech/Healthcare or financial services industries in a forecasting/business analytics capacity is a must Must have built analytical tools and platforms that have been used for business/ forecast planning, including previous use of patient based and agent-based forecast models Experience in Supply Management activities is preferable Familiar with using program applications such as Visual Basic, Java, SQL, MS Excel High motivation, good work ethic, maturity and personal initiative Ability to develop creative and innovative solutions Strong oral and written communication skills with both technical and non-technical audiences Strong attention to detail, with a quality-focused mindset Self-discipline for planning and organizing tasks\",\n", + " 'soft_skills': '[\"Creativity\", \"Planning\", \"Innovation\", \"Self-Discipline\", \"Written Communication\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Business Analytics\", \"Tooling\", \"Analytics\", \"Visual Basic (Programming Language)\", \"Refining\", \"Programmed Data Processor\", \"Financial Services\", \"Biotechnology\", \"Agent-Based Model\", \"Activism\", \"Program Development\", \"Refinement\", \"Dashboard\", \"Building Management Systems\", \"Supply Management\", \"Personalization\", \"Tutorials\", \"Management Development\", \"Simulations\", \"Toolkits\", \"Forecasting\", \"SQL And Java (SQLJ)\", \"Algorithms\", \"Resourcing\", \"Service Industries\", \"Generic Function\", \"Long-Term Potentiation\", \"Calibration\", \"User Interface\", \"Ruby Version Management\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '9',\n", + " 'job_title': 'software engineer frontend (m/w)',\n", + " 'location': 'Switzerland',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.29411924e-01 3.69570881e-01 4.05117869e-01 -9.23201814e-02\\n4.00253803e-01 -1.96479231e-01 -3.31471823e-02 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We design and implement cluster systems, comprehensive virtualization solutions, enterprise hosting and cloud systems as well as complex LDAP solutions for centralized administration and authentication. We offer an unprecedented environment with a team of absolute open source professionals. We also promote community work and actively support the Open Source movement. Your responsibilities: Implementation of customer-specific solutions based on EmberJS, HTML, CSS Collaboration on the development of concepts and requirement specifications Support in customer meetings, assistance in the supervision of existing and new projects Participation in the planning and implementation of the realization Your qualifications: For this job you have knowledge in using well-known Open Source products and Linux/Unix as a working tool. In addition, you shine with us with the following characteristics: Very high degree of independence Profound knowledge of all web technologies (Javascript, HTML, CSS, REST, etc.) Experience in the development of OOP solutions, knowledge of functional programming desired Knowledge of the entire web application stack (Javascript, HTML, CSS; protocols, SQL databases) Security Know-how (SQL Injection, XSS, …) Know-how in User Interaction and User Experience Design Willingness to take on responsibility Familiarity with other programming languages and environments such as C++, Go or Rust are advantageous What we offer: We offer you a working environment with flexible employment conditions and a relaxed working environment with exceptionally talented employees. Short decision-making paths and the opportunity to take on responsibility quickly characterise our company and are an integral part of our philosophy. It is also important to us to make our contribution to Open Source – therefore we contribute to the Open Source movement at various levels, be it through financial support, sponsoring or participation in development. You interested? Then please send your application documents and the next possible starting date by email to Thomas Köchli. We look forward to getting to know you!',\n", + " 'soft_skills': '[\"Professionalism\", \"Collaboration\", \"Planning\", \"Supervision\", \"Communications\", \"Integration\", \"Decision Making\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Tooling\", \"KM Programming Language\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Virtualization\", \"Clustered File Systems\", \"C++ (Programming Language)\", \"Requirements Specifications\", \"Authentications\", \"SQL Injection\", \"Activism\", \"Linux\", \"Levelling\", \"Systems Integration\", \"Cloud Platform System\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"Hosting\", \"Database Security\", \"Open Source Technology\", \"Project-Based Solutions\", \"Ldap Client\", \"JavaScript (Programming Language)\", \"User Experience Design (UX)\", \"Functional Programming\", \"Experience Design\", \"Additives\", \"Rust (Programming Language)\", \"User Experience\", \"Unix\", \"SQL (Programming Language)\", \"Object-Oriented Programming (OOP)\"]',\n", + " 'languages': \"['English', 'Kanuri', 'Northern Sami', 'Amharic', 'Ganda']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'big data engineer (m/w)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.96860814e-01 3.44887048e-01 4.18311268e-01 6.42987788e-02\\n5.49855947e-01 -1.60632238e-01 -7.60548115e-02 2.33741805e-01\\n3.85293690e-03 -3.85250986e-01 -1.00991771e-01 -2.73914307e-01\\n-8.60051885e-02 5.60852103e-02 1.23740666e-01 4.40712243e-01\\n2.10842565e-01 6.70473510e-03 -7.52684474e-02 3.78748119e-01\\n4.04198393e-02 -1.20572872e-01 -2.10955739e-02 6.54336214e-01\\n3.27865958e-01 -4.52837832e-02 -1.05593726e-01 3.76893021e-02\\n-2.93820888e-01 -1.94786966e-01 3.50330234e-01 3.60151418e-02\\n-1.35590002e-01 -3.07242274e-01 1.52788103e-01 1.99274436e-01\\n-2.34797448e-01 3.43347415e-02 -1.69399083e-01 1.40004277e-01\\n-4.76627588e-01 -1.83501318e-01 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Data technologies and provide services to enable Data Scientists to build advanced analytics models You are taking an active part of our transformation into a more data and analytical insights driven bank Within the highly motivated team, you collaborate closely with business teams to understand data and functional requirements You design and build data pipelines to ingest, integrate, standardize, clean and publish data You are responsible for defining and crafting integration patterns with downstream applications You provide input into overall IT architecture of the solution, including technical environment configuration, data modelling, data integration, data presentation, information security and other IT architecture related topics You support Data Scientist in their day-to-day work on a variety of topics, including tools and data analysis methods You operationalize analytical models developed by the Data Scientists to embed them into the bank’s business processes Your profile: A university degree or equivalent education in IT or another technical specialization, ideally with focus on Data Management You have proven work experience of at least two years as a Data Engineer using Big Data technologies Experience with Hadoop based analytical solutions, ideally on Cloudera distribution, as well as practical skills in creating data processing pipelines using Spark, Scala, Python or similar tools Good knowledge of SQL, Hive and Impala databases Ideally experience with Jupyter Notebook, Hue, other end user tools If you already had experience with Tableau, Splunk or an agile work environment you have an advantage You are able to work in a dynamic environment, be comfortable with changing priorities and tight deadlines, manage you own workload with minimum supervision You build strong collaborative relationships with colleagues in IT and business groups Excellent verbal and written communication skills in English and German Benötigte Skills Scala Python Python Englisch Security Datawarehouse',\n", + " 'soft_skills': '[\"Collaboration\", \"Management\", \"Supervision\", \"Team Motivation\", \"Integration\", \"Positivity\", \"Written Communication\"]',\n", + " 'hard_skills': '[\"Information Presentation Facility\", \"Python Server Pages\", \"Tableau (Business Intelligence Software)\", \"Tooling\", \"Agility\", \"Analytics\", \"Data Management\", \"Data Modeling\", \"Data Engineering\", \"Scala (Programming Language)\", \"Activism\", \"Apex Data Loader\", \"Functional Requirement\", \"Information Security Management\", \"Jupyter Notebook\", \"Data Pipeline\", \"Idealization\", \"Splunk\", \"Hostile Work Environment\", \"Pipelining\", \"Operationalization\", \"Business Process\", \"Apache Hive\", \"Electronic Data Processing\", \"Big Data\", \"Survey Data Analysis\", \"Transformation (Genetics)\", \"Service Provider\", \"Banking\", \"Amazon Data Pipeline\", \"SQL (Programming Language)\", \"Data Analysis\"]',\n", + " 'languages': \"['English', 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This role is permanent position based in Bern Canton. Your Role: Develop & expand innovative web-based business applications for the business & for customers. Assist in driving the digitization of business processes. Partake in designing, implementing & documenting helpful software solutions & functions. Assist in the testing & release of our applications & provide support with associated questions or problems. Support Application Servers (Linux). Your Skills: 2 to 5 years of professional experience in a similar role. Strong Java programming skills. Sound expertise with web technologies including HTML, CSS & JavaScript. Good experience with Databases (preferably MySQL). Ideally experienced with Spring. Your Profile: Completed Computer Science University Degree. Self-driven, reliable, pragmatic, methodical & both solution & customer-oriented. Further education in Project Management a plus. Fluent German & English (spoken & written), French is also very advantageous. If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " 'soft_skills': '[\"Innovation\", \"Positivity\", \"Reliability\"]',\n", + " 'hard_skills': '[\"MySQL\", \"Web Application Security\", \"Project Management\", \"Programming (Music)\", \"Business Process\", \"Linux\", \"Receivables\", \"Cascading Style Sheets (CSS)\", \"Digitization\", \"JavaScript (Programming Language)\", \"Application Servers\", \"Computer Science\", \"Java (Programming Language)\", \"Idealization\", \"HyperText Markup Language (HTML)\", \"Software Engineering\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '79',\n", + " 'job_title': 'back-end software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': 'www.new-cruit.com',\n", + " 'jobdescription_embedded': '[[-2.52629459e-01 3.44173402e-01 4.45862025e-01 6.23906590e-02\\n5.12043893e-01 -1.91010758e-01 6.94477707e-02 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-2.92163604e-04\\n4.18716997e-01 2.10595466e-02 -3.39456022e-01 -1.79073080e-01\\n-2.34739423e-01 -2.23755669e-02 -7.11934119e-02 -7.09626898e-02\\n1.53066576e-01 -3.82433593e-01 6.68995315e-04 -2.03752980e-01\\n-9.70880240e-02 -4.17935044e-01 -1.34624690e-01 -4.14729826e-02]]',\n", + " 'job_description': 'As a Backend Software Engineer you will have an unusual and great opportunity to join us: a diverse and motivated team, committed to delivering value and creative services together with our clients and partners in the primary industry space. Responsibilities You will work closely in multi-functional teams to shape the technology platform that fulfill our business and product vision and ultimately bring value to our customers and partners by disrupting the traditional insurance proposition. This will require seeking complex problems within a high-traffic distributed infrastructure by designing, implementing and testing simple, scalable and reliable solutions. This will include: Design and implement new features and/or components within our platform and develop prototypes quickly to allow an iterative approach Deliver high-quality code, focusing on simplicity, performance, maintainability and scalability End-to-end responsibility on the applications implemented, including monitoring, identifying issues or bottlenecks and delivering improvements of the platform Optimise applications and components to maximize speed and efficiency, ease of development of new features and the ability to scale business processes Create common libraries and frameworks demonstrated across the platform to streamline development of complex applications About you Proven software development capabilities (5+ years hands-on experience) in any modern language (Java/Kotlin/Scala/C++/C#/Go/Python…) Experience with high-traffic micro services architectures and best practices around designing, scaling and monitoring concurrent systems (using different technologies and preferably RESTful APIs and message passing protocols) You carefully evaluate design trade-offs and strive for simple, elegant, algorithmically efficient solutions Your code is easy to read, test and re-use and you constantly improve quality overtime You understand performance metrics, how to collect and use them to continuously improve performance, scalability and efficiency Experience designing data-models for relational and NoSQL data stores Great team player: you collaborate effectively with team members, express technical leadership supporting your views and ideas while keeping open to different opinions, being fearless and always supplying to the overall growth of the team Continuous learner who stays up-to-date with the latest trends and carefully vet with proper pragmatism and long term vision the adoption of new technologies Master’s or PhD degree in computer science, engineering or equivalent working experience Ability to speak and write English fluently ',\n", + " 'soft_skills': '[\"Complex Problem Solving\", \"Leadership\", \"Collaboration\", \"Infrastructure\", \"Team Motivation\", \"Reliability\", \"Creativity\", \"Written English\"]',\n", + " 'hard_skills': '[\"Performance Improvement\", \"NoSQL\", \"Computer Science\", \"Collections\", \"Data Modeling\", \"Service-Oriented Architecture\", \"Good Agricultural Practices\", \"Industrialization\", \"Scholastic READ 180\", \"Scale (Map)\", \"C++ (Programming Language)\", \"Streamlines\", \"Scala (Programming Language)\", \"Python (Programming Language)\", \"Prototyping\", \"Maintainability\", \"Library\", \"Iterators\", \"Software Engineering\", \"Micro Channel Architecture\", \"Message Passing\", \"Concurrent Versions System (Software)\", \"Business Process\", \"C# (Programming Language)\", \"Performance Metric\", \"Scalability\", \"Experience Design\", \"Software Development\", \"Algorithms\", \"Operational Data Store\", \"Custom Backend\", \"Quality Improvement\", \"Long-Term Potentiation\", \"Kotlin\", \"Adoptions\", \"RESTful API\", \"Java Scripting Languages\"]',\n", + " 'languages': \"['English', 'Sundanese', 'North Ndebele']\"},\n", + " {'company_id': '54',\n", + " 'job_title': 'devops engineer, genedata biologics',\n", + " 'location': 'Basel',\n", + " 'industry': 'Biotech & Pharmaceuticals',\n", + " 'website': 'www.genedata.com',\n", + " 'jobdescription_embedded': '[[-1.69523150e-01 3.19825441e-01 4.08377171e-01 -1.59712415e-02\\n5.68628192e-01 -9.49690565e-02 -7.24607557e-02 3.66208315e-01\\n-4.60393503e-02 -4.28351879e-01 -3.31419744e-02 -2.50325799e-01\\n-7.22204745e-02 1.58022121e-01 1.21643066e-01 4.33333069e-01\\n3.59716475e-01 1.38958231e-01 -1.41149908e-01 3.54331344e-01\\n1.16978735e-02 -1.60774738e-01 5.42537011e-02 8.68497312e-01\\n2.75335133e-01 1.45401573e-02 -1.62993923e-01 -7.04530030e-02\\n-2.31061846e-01 -1.64121673e-01 4.84606564e-01 9.13866237e-03\\n-1.27304882e-01 -3.87431860e-01 1.09087497e-01 7.55339116e-02\\n-2.90875196e-01 -2.20784545e-02 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Thousands of scientists across the globe work with our highly innovative platform in order to develop new, groundbreaking treatments for the most severe diseases. As part of a professional and dedicated engineering team, you will enable these scientists to fulfill their mission. Genedata’s Biopharma platform represents the very backbone of the data capturing and analysis workflows of the most important biopharma and biotech companies. It is installed either on premises or hosted in the cloud and constantly interoperates with numerous instruments and customer IT systems. As DevOps Engineer, you ensure the smooth and continuous running of this central piece of infrastructure and you configure the system to adapt it to customer specific needs. The focus of your responsibilities will be on our enterprise platforms Genedata Biologics® and Genedata Bioprocess®. This full-time position is based at our head offices in Basel, Switzerland. A part time employment (80-100%) is also an option. Key Responsibilities Manage the deployment of products, upgrades and customizations Develop customer specific configurations in SQL Use web services and scripts to integrate with customer IT systems Monitor, analyze, and tune the performance of installations Implement schedules for system backups and archive operations Develop automatic packaging and deployment procedures Administer Biopharma Platform installations in the cloud Consult and support customers with the migration of legacy data Document and communicate your work within the team and to other stakeholders Your Profile BSc or MSc in computer science, or related fields, or comparable on-the-job experience Good understanding of Linux systems Fluency in shell scripting and / or other scripting languages Experience with SQL and relational database systems Oracle DBA experience is an advantage Knowledge of cloud environments such as AWS or Azure is a plus Experience with web application servers, like Apache and Tomcat, is desirable Strong interpersonal skills and the motivation to learn continuously Good written and verbal communication and presentation skills in English The Company Genedata is an exceptional company. With over two decades of success in research informatics due to closely-knit teams of scientists, developers and business experts, Genedata has achieved steady and continuous growth since inception. As a private and majority employee-owned organization, we empower each employee to be a contributing voice in the company operations and evolution. Our collective expertise in research informatics, combined with our open and scalable computational solutions, makes us the leading software provider in R&D informatics for biotech, pharmaceuticals, and related life sciences. We are headquartered in Basel, Switzerland and have subsidiaries in Germany, US, UK, Japan and Singapore. About Genedata Biopharma Platform As the market leader in biopharma R&D digitalization, our platform enables biopharma companies to develop the next generation of innovative medicines. It is uniquely designed to digitalize and streamline biopharma discovery, development and manufacturing processes and dramatically improve overall productivity, with the goal of identifying and developing novel therapeutics to address unmet medical needs. The award-winning Genedata Biopharma platform is used across the globe to achieve operational excellence by boosting the efficiency, throughput, and quality of biopharma R&D. It supports the entire end-to-end R&D workflow, from screening, protein engineering and optimization, expression, purification, characterization, analytics and QC, and developability assessment to upstream and downstream process development and drug formulation. The Genedata platform serves as an enterprise IT system that is at the core of complex biopharma discovery and development processes. Our customer base includes large biopharma and biotech companies, technology providers and contract research and manufacturing organizations. Genedata Biologics is a web application with an HTML/JavaScript-based presentation layer, a Java business-logic layer and an Oracle RDBMS-backed persistence layer. It is widely configurable, scalable, and extendable by third-party plug-ins. Are You Interested? If you are interested in this position, please submit your CV and motivation letter. Genedata only accepts CVs and resumes directly from candidates. Personnel recruitment agencies need not respond. Legal authorization to work in the United States on a full-time basis for any employer is required. Genedata is an Equal Opportunity Employer.',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Adaptability\", \"Professionalism\", \"Management\", \"Scheduling\", \"Communications\", \"Operations\", \"Integration\", \"Presentations\", \"Innovation\", \"Positivity\", \"Persistence\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Document Enterprise Platform\", \"MSC Software\", \"Shell Script\", \"Computer Science\", \"Life Sciences\", \"Business Workflow Analysis\", \"Collections\", \"Analytics\", \"Data Capture (SQL)\", \"Downstream Processing\", \"Informatics\", \"Customer Support Analyst\", \"Authorization (Computing)\", \"Streamlines\", \"Clinical Research Informatics\", \"Installation\", \"Bioprocess\", \"Customer Development\", \"Linux\", \"Layering\", \"Contract Research Organization\", \"Instrumentation\", \"Application Servers\", \"Medic\", \"HyperText Markup Language (HTML)\", \"System Monitoring\", \"System Monitor\", \"Web Services\", \"Presentation Layer\", \"Apache Tomcat\", \"Biology\", \"Boosting\", \"Digitization\", \"Equalization\", \"JavaScript (Programming Language)\", \"Scalability\", \"Operational Excellence\", \"Adapter Scripting Language\", \"Archives\", \"Database Systems\", \"Pharmaceuticals\", \"Throughput\", \"Protein Engineering\", \"Process Development\", \"Relational Databases\", \"Language Experience Approach\", \"Scripting\", \"Workflows\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"DevOps\", \"Process Driven Development\", \"Business Logic\", \"Manufacturing Processes\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '91',\n", + " 'job_title': 'data analyst',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Insurance Operators',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.70962358e-01 2.00909019e-01 5.57613373e-01 7.48285139e-03\\n5.31332195e-01 -1.03324644e-01 -1.42225819e-02 3.25893670e-01\\n1.15823578e-02 -3.63821983e-01 -7.25401789e-02 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One of the department's missions is to guarantee the quality of the data we receive from our clients, which is then used downstream by other teams for various studies. In this role you will be entirely assigned to data management (mainly long-term business), be part of the Technical Accounting team and interact regularly with Actuaries from other departments (Reserving and Pricing). In more detail your responsibilities will be to: Ensure data quality - the client data received needs to be complete, accurate, consistent, and provided within contractual deadlines Coordinate with clients errors or delays Extract and load data into our system, incl. data and plan mapping for all clients, investigating and resolving client issues Develop tools to automate data management and quality controls Perform detailed analysis of client data and reconcile premiums with treaty conditions and accounts received Centralize data storage and make data available to other departments Actively monitor client accounts and produce summary reports highlighting trends and issues Implement consistent data handling standards across various products and markets Participate in projects About you To be the ideal candidate, you will be a subject matter expert in data quality and analysis, as well as tools, and become well versed in Life & Health reinsurance data. The role is ideal for someone who has / is: A bachelor degree, e.g. in Wirtschaftsinformatik, Finance, IT Min. 3 years’ experience in data analysis, in our industry is a plus Is fluent in English (French a nice-to-have) Possesses strong Access and Excel skills, is able to prepare data with R and ideally has SQL\\\\VBA programming skills Working very detail-oriented, and has excellent organizational and analytical skills Socially competent and enjoys interacting and communicating across all levels Demonstrated analytical, problem-identification and resolution skills What can we offer you An international environment, where you will be challenged, can learn about the reinsurance products from Senior Specialists and are exposed to multiple sections of our business. Our structure fosters collaboration with various stakeholders. One of PartnerRe’s core strengths is its technical know-how, built over many years of investment in the right people working on challenges. Be that person and join us!\",\n", + " 'soft_skills': '[\"Reservations\", \"Analytical Skills\", \"Coordinating\", \"Collaboration\", \"Planning\", \"Investigation\", \"Communications\", \"Operations\", \"Detail Oriented\", \"Socialization\"]',\n", + " 'hard_skills': '[\"Data Quality\", \"Tooling\", \"Nice (Unix Utility)\", \"Accessioning\", \"Programming (Music)\", \"Interactivity\", \"Analytics\", \"Data Management\", \"Data Consistency\", \"Industrialization\", \"E (Programming Language)\", \"Levelling\", \"Activity Monitor\", \"Idealization\", \"Reinsurance\", \"Quality Control\", \"NetApp Data Storage\", \"Patentable Subject Matter\", \"Technical Accounting\", \"Finance\", \"Personalization\", \"Accounting\", \"R (Programming Language)\", \"Accounts Receivable\", \"Receivables\", \"Clinical Data Management\", \"Mapping\", \"Long-Term Potentiation\", \"Data Analysis\"]',\n", + " 'languages': \"['English', 'Turkish']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'frontend 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In order to ensure the optimal experience for the client, you come forward with you own ideas and work product-driven. Furthermore, you support the backend team at the frontend integration by using RESTful API’s. Requirements: This job requires that you be a self-starter with the ability to take ownership, work under pressure, and handle multiple tasks simultaneously. You should have good documentation skills and be able to interact with other team members to collaborate and deliver quality code. You will need to possess strong communication skills, have the ability to grasp a variety of unfamiliar technologies quickly, and work in a fast paced, team-driven environment. You may be asked to contribute ideas and provide feedback on many projects within the team’s portfolio. - You have worked before with AngularJS or similar frameworks. You are used to working with modern technologies like Docker and GIT - NodeJS or Python knowledge is advantageous - Strong HTML and CSS skills are a must Benötigte Skills CSS3 HTML5 Python Node.js Angular',\n", + " 'soft_skills': '[\"Collaboration\", \"Self Starter\", \"Communications\", \"Integration\"]',\n", + " 'hard_skills': '[\"Angular (Web Framework)\", \"Docker (Software)\", \"Python (Programming Language)\", \"Node.js\", \"Cascading Style Sheets (CSS)\", \"Good Documentation Practices\", \"Interactivity\", \"Git (Version Control System)\", \"HTML5\", \"HyperText Markup Language (HTML)\", \"Custom Backend\", \"RESTful API\"]',\n", + " 'languages': \"['English', 'Galician', 'Azerbaijani', 'Breton']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'full-stack software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.67733118e-01 3.18774730e-01 3.84102076e-01 6.34426028e-02\\n4.19775933e-01 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based Web Frameworks - Expertise with frontend technologies such as HTML, CSS and JavaScript Frameworks - Familiarity with Microservice architectures - Hands on experience designing and implementing RESTfull backend Services - Good knowledge of relational and NoSQL databases - Practice in Clean Code, TDD, Pair Programming, continuous integration and continuous delivery - Ability to understand the company's KPIs and the user needs and use them as innovation driver - Experience with agile methodologies and pronounced agile mindset - Plus: Knowledge of microservices on AWS - A degree in Computer Science or equivalent practical experience - Fluency in English and German Benötigte Skills Englisch NoSQL HTML5 CSS3 JavaScript JAVA Spring DevOps Test\",\n", + " 'soft_skills': '[\"Innovation\", \"Operations\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Test-Driven Development (TDD)\", \"NoSQL\", \"Agility\", \"Continuous Delivery\", \"Cascading Style Sheets (CSS)\", \"Computer Science\", \"Web Frameworks\", \"Continuous Integration\", \"Software Quality Management\", \"HTML5\", \"HyperText Markup Language (HTML)\", \"Microservices\", \"Cross-Functional Coordination\", \"Apache Maven\", \"Agile Methodology\", \"JavaScript (Programming Language)\", \"JavaScript Frameworks\", \"Experience Design\", \"Java (Programming Language)\", \"Custom Backend\", \"Pair Programming\", \"Object-Oriented Programming (OOP)\", \"DevOps\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '115',\n", + " 'job_title': 'category manager - software',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Insurance Agencies & Brokerages',\n", + " 'website': 'www.swissre.com',\n", + " 'jobdescription_embedded': '[[-1.75392717e-01 1.91173732e-01 4.80963051e-01 -7.12103993e-02\\n4.87037987e-01 -6.54670969e-02 2.10967548e-02 2.52680123e-01\\n6.50866628e-02 -4.31204200e-01 -1.59794465e-01 -2.70640850e-01\\n3.96634489e-02 1.13767095e-01 1.03611529e-01 3.62646908e-01\\n3.23806673e-01 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The Swiss Re Group is one of the world’s leading providers of reinsurance, insurance and other forms of insurance-based risk transfer, working to make the world more resilient. It anticipates and manages risk – from natural catastrophes to climate change, from ageing populations to cybercrime. The aim of the Swiss Re Group is to enable society to thrive and progress, creating new opportunities and solutions for its clients. Headquartered in Zurich, Switzerland, where it was founded in 1863, the Swiss Re Group operates through a network of around 80 offices globally. It is organised into three Business Units, each with a distinct strategy and set of objectives contributing to the Group’s overall mission. About the role Are you seeking a fantastic development opportunity to take your career to the next level within a forward-thinking global IT Sourcing Team? We are looking for an ambitious, experienced Category Manager for Software and SaaS. Reporting to the Head of Software and Licensing your position is fully accountable for leading sourcing service for all IT third party Software Applications, SaaS and respective services across Swiss Re. You will be responsible for the high quality and cost effective services from the Vendors. When leading sourcing projects, you will specify and collate demand as well as execute on vendor management activities. Developing service levels and quality processes will ensure efficient service delivery that meets or exceeds partner expectations. Adopting a risk-based focus you will ensure compliance with our Sourcing practices and procedures. You will jointly develop category plans with your internal partners. By bringing insightful market intelligence market trends / analysis, you will implement the agreed strategy for your sub-category. Taking the ownership for this IT Category, you will be recognized as the advisory lead for our partners across Swiss Re. In this role, we will expect you to: Negotiate and execute major commercial and contractual terms and conditions with global vendors Build and execute Software Service Strategies and Plans, using resources from our global network of sourcing professionals as required Be accountable for the delivery of annual Software financial savings goals Project lead or support Divisional IT Sourcing Programs as required Actively collate and interpret data from multiple sources to provide valuable insights and advice to your partners Seek and deliver continual improvement in the areas of demand management, contract negotiation, project sourcing and the category strategy About the team We are the IT&Data Sourcing Team, a unit within Global Sourcing which is itself part of Global Business Solutions. We are spread across four locations having touch with the global Sourcing Network. We handle all IT Sourcing Services including Software, SaaS, Hardware, Connectivity, Cloud and Application Services and Data. About You You have a bachelor’s degree in a science, technology or business administration. We have a strong preference for CIPS or similar professional qualification You have excellent command over English language, German is an advantage Ideally, you have five to ten (5-10) years of Sourcing experience in insurance, re-insurance or financial services. With a minimum of three to five (3-5) years Category Management experience in Software Services working across multiple jurisdictions on high value contracts. You are a highly experienced in category, demand and vendor management. You possess well-developed communication skills (written and verbal) with an ability to quickly establish trusted partner status. You possess very strong data analysis skills (collation, interpretation and insightful use of data) You have highly experienced and refined skills in defining and executing Category Strategies and associated Plans With your strong focus on customer and excellent advisory skills, you are able to effectively cooperate with internal customers and external suppliers You demonstrate behaviors consistent with Swiss Re imperatives facilitating consistent performance and continuous improvement We are an equal opportunity organization and welcome applicants from all backgrounds.
Swiss Re',\n", + " 'soft_skills': '[\"Negotiation\", \"Positivity\", \"Professionalism\", \"Cooperation\", \"Establishing Trust\", \"Planning\", \"Resilience\", \"Accountability\", \"Business Administration\", \"Operations\", \"Sourcing\"]',\n", + " 'hard_skills': '[\"Risk-Based Testing\", \"Enterprise Application Software\", \"Advisories\", \"Market Trend\", \"Cybercrime\", \"Demand Management\", \"Management Contract\", \"Service Delivery\", \"Licensing\", \"Refining\", \"Financial Services\", \"Commercialization\", \"Financial Software\", \"Trend Analysis\", \"Strategic Business Unit\", \"Category Strategy\", \"Activism\", \"Naturalization\", \"Climate Change Mitigation\", \"Levelling\", \"Executable\", \"Reinsurance\", \"Category Development\", \"Category Management\", \"Vendor Management\", \"Risk Management\", \"Equalization\", \"Continuous Improvement Process\", \"Market Intelligence\", \"Category Planning\", \"Service Level\", \"Service Strategy\", \"Financial Business Solution\", \"CIP System (Stereochemistry)\", \"Global Sourcing\", \"Quality Process Analysis\", \"Resourcing\", \"Contract Negotiation\", \"Application Services\", \"Software Plus Services\", \"Data Analysis\", \"Adoptions\"]',\n", + " 'languages': \"['English', 'Luba-Katanga', 'Flemish']\"},\n", + " {'company_id': '22',\n", + " 'job_title': 'project manager: blockchain developer and builder engagement',\n", + " 'location': 'Zug',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.14114337e-01 3.66173685e-01 5.18920839e-01 1.96600682e-03\\n4.78293836e-01 -2.36980751e-01 -1.05949314e-02 1.97110936e-01\\n-3.65718789e-02 -3.96998167e-01 -8.66349787e-02 -2.94445634e-01\\n6.37336671e-02 2.05114990e-01 2.68351100e-02 2.49769449e-01\\n2.86789745e-01 1.52238561e-02 -9.81925949e-02 3.39843959e-01\\n4.84328866e-02 -2.14253992e-01 1.48351803e-01 6.19421840e-01\\n2.86122233e-01 -1.20739408e-01 -6.16095215e-02 9.67784151e-02\\n-2.41212249e-01 -1.39820933e-01 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Manager: Blockchain Developer and Builder Engagement CasperLabs is building the next big thing in blockchain technology - a blockchain platform for the builders that is purpose built to scale opportunity for everyone, forever. We are looking for an experienced, technical Project Manager, who is passionate about engaging App Developers and Builders to experiment with our platform and grow active communities around it. You are at your best managing cross-functional projects, working closely with Engineering and Marketing to share knowledge and user feedback. You are excited about working with App Developers, Builders and are at ease discussing technical aspects with them as well as managing technical demos and leading hackathons in blockchain conferences. Your responsibilities will include: Understand developers’ and builders’ objectives and requirements. Coordinate across Engineering, Marketing and other teams (Tech writer, App Developer etc) to generate collaterals (technical documentation, videos, reference implementations, illustrations, use-cases etc) to showcase the technology in these events and to grow technical developer communities for CasperLabs platform. Project managing CasperLabs participation in conferences, meet-ups and other events and organization of demos and hackathons etc. for engaging App Developers and Builders. Work with Product teams to understand features roadmap and also share knowledge, feedback from these engagements to the product and marketing teams. Create feature requests for new functionalities based on this feedback. Requirements Qualifications 5 years in software development with experience in modern application development methodologies. Experience with JavaScript, RUST, and blockchain technology. Ability to project manage technical events. Experience of presenting, demoing at technical conferences. Excellent communication skills to engage with tech savvy customers and experience with growing technical communities. Technical acumen, ability to share customer feedback to product and marketing. Experience of managing high visibility cross functional projects and working with diverse teams like engineering and marketing. Excited about domestic and international travel (about 3-5 days per month) ',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Coordinating\", \"Management\", \"Communications\", \"Technical Acumen\", \"Presentations\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Blockchain\", \"Scale (Map)\", \"Activism\", \"Use Case Diagram\", \"Technical Management\", \"Technical Communication\", \"Cross-Functional Coordination\", \"JavaScript (Programming Language)\", \"Community Development\", \"Illustration\", \"Technical Documentation\", \"Reference Implementation\", \"User Feedback\", \"Software Development\", \"Project Management\", \"Rust (Programming Language)\", \"Job Descriptions\", \"Integrated Product Team\"]',\n", + " 'languages': \"['English', 'Serbian']\"},\n", + " {'company_id': '65',\n", + " 'job_title': 'internship in software engineering',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Venture Capital & Private Equity',\n", + " 'website': 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We already are one of the most innovative startup investment platforms in Europe. We are now looking to grow the next level digital infrastructure for startup investments, building a service platform and network for a large community of entrepreneurs, private and institutional investors. investiere.ch is an online investment platform that offers private and institutional investors direct and professional access to startup investments. Having successfully closed more than 70 financing rounds, investiere.ch is one of the most active venture capital investors in Switzerland. As a intern in our tech team you will: Develop secure and reliable Scala web-services for our platform (scala/PlayFramework, MongoDB, MySQL, Redis and ElasticSearch, graphQL) Develop frontend applications (Angular 1.x & 5, Ionic) Support in administration of servers / cloud services Write tests for services and frontend features that you build (e.g. Postman, unit tests, etc) Find out more about our IT team. Requirements You are the right candidate for this position if most of the following skills match your profile: University Bachelor or Master degree with excellent credentials in computer science Java or Scala development Frontend experience or interest: Javascript / HTML / CSS Eager to learn and experience new technologies Ability to work independently with high attention to detail Strong command of English, our work language Entrepreneurially minded and very strong team player Benefits Dynamic and challenging startup environment Flexibility with work locations and hours Frequent team events and more Has your interest been piqued? Meet our experienced investiere team at our offices in Zurich and Geneva. The work location for this position is Zurich. If you have any further questions, just give us a call (+41 41 545 94 94). Please send your CV and cover letter using the application form below. Applications will be processed within two working days.',\n", + " 'soft_skills': '[\"Writing\", \"Professionalism\", \"Infrastructure\", \"Communications\", \"Reliability\", \"Innovation\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Playframework\", \"MySQL\", \"Cascading Style Sheets (CSS)\", \"Postman\", \"Unit Testing\", \"Computer Science\", \"Scala (Programming Language)\", \"Activism\", \"Venture Capital\", \"MongoDB\", \"E (Programming Language)\", \"Levelling\", \"GraphQL\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"Investments\", \"Cloud Services\", \"Web Services\", \"Finance\", \"Digitization\", \"JavaScript (Programming Language)\", \"Redis\", \"Angular (Web Framework)\", \"Investing Online\", \"Java (Programming Language)\", \"Elasticsearch\"]',\n", + " 'languages': \"['English', 'Thai', 'Avestan']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data scientist',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': 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her own analysis of scalability and applicability to the formulated problem - Ability to interpret data and communicate in a clear and lucid way to a wide variety of audience - Validates, monitors, and drives continuous improvement to methods, and proposes enhancements to data sources that improve usability and results Required Skills: - B.S. and/or M.S. (Ph.D. Preferred) in Computer Science, Statistics, Operations Research or similar quantitative field - 3 years plus experience of applying statistical modeling, ML and data mining algorithms to real world problems - Expert in one or more statistical software like R, SAS, Statistica etc. - Expert in one or more scripting languages like Perl, Python, or SQL - Solid foundation of statistical modeling and machine learning algorithms and experimental design - Good knowledge and experience in using ensemble methods - Experience in pattern and/or image recognition a plus - Deep understanding of big data systems including map reduce technologies like Hadoop and Spark - Knowledge of Google cloud and tools - Knowledge of data visualization tools like Tableau, etc. Fluent in English and German Benötigte Skills Englisch CLOUD Google Analytics Perl Python SQL Machine Learning SAS',\n", + " 'soft_skills': '[\"Communications\", \"Innovation\", \"Sourcing\", \"Integration\"]',\n", + " 'hard_skills': '[\"Tableau (Business Intelligence Software)\", \"Tooling\", \"SAS Learning Edition\", \"Google Cloud Messaging\", \"Google Analytics\", \"pH Meters\", \"Computer Science\", \"Biasing\", \"Statistics\", \"Perl (Programming Language)\", \"SAS (Software)\", \"Usability\", \"Scientific Literature\", \"Statistical Software\", \"Python (Programming Language)\", \"M (Programming Language)\", \"Operations Research\", \"Limiter\", \"Statistical Modeling\", \"Data Visualization\", \"Machine Learning Methods\", \"Ensemble Methods\", \"R (Programming Language)\", \"Machine Learning Algorithms\", \"Scalability\", \"Continuous Improvement Process\", \"Google Cloud\", \"Big Data\", \"Applied Statistics\", \"Java Data Mining\", \"Adapter Scripting Language\", \"Imaging\", \"Validations\", \"Algorithms\", \"Mapping\", \"STATISTICA\", \"Experimental Design\", \"SQL (Programming Language)\", \"B (Programming Language)\", \"Source Data\"]',\n", + " 'languages': \"['English', 'Hausa', 'Kalaallisut', 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Typical projects include the full data science lifecycle, including data extraction from transactional sources and transformation for analytical purpose. You will provide hands-on leadership to projects working with large datasets and extensive timeseries such as financial market data, transactions data and client interaction profiles, employing various statistical and numerical methods to analyse both structured and unstructured data to develop predictive models. As our technology is generally delivered as packaged software or as a service in the cloud, it is important that you are experienced in and can lead others hands-on to perform the software development life-cycle professionally and efficiently. Taking a leading role in consulting to clients is also a part of the job description. You are therefore expected to possess strong communication skills in addition to excellent technical capabilities. Requirements: - University degree in computer science, engineering or comparable numerical fields - Passion for applying technology to solve business problems - Experienced in the financial services industry in either a quantitative or technology role - Experience in project leadership & coordination, client communication (including senior management levels), and successful project delivery - Experience in developing production-ready machine learning applications and setting up data science pipelines - Solid experience with Linux and software collaboration tools: continuous integration (i.e. Jenkins or CircleCI), source control (git, svn), issue management (Jira, Confluence) - Knowledge of multiple programming languages is beneficial (Python, R, Java, Scala) - Substantial experience in applying modern big data tools for scalability and distributed computing (Apache Spark, PySpark, Dask) and data stores (SQL or NoSQL), such as MongoDB and Neo4j - Strong communication skills in English and the ability to make coherent technical arguments; working proficiency in German is a must - Eligible to live and work in Switzerland Benötigte Skills Banken / Finanzgesellschaften Projektleitung Jira Linux Python Python R JAVA Scala Apache SQL NoSQL Englisch',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Leadership\", \"Professionalism\", \"Coordinating\", \"Management\", \"Communications\", \"Sourcing\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Apache Spark\", \"Python Server Pages\", \"Tooling\", \"NoSQL\", \"Jenkins\", \"KM Programming Language\", \"Circleci\", \"Software Development Life Cycle\", \"Interactivity\", \"Collaborative Software\", \"Computer Science\", \"Analytics\", \"Statistics\", \"Collaboration Tools\", \"Decision Support Systems\", \"Continuous Integration\", \"Recommender Systems\", \"Financial Services\", \"Applied Business Technologies\", \"Distributed Computing\", \"Scala (Programming Language)\", \"Pyspark\", \"Service Level Management\", \"Python (Programming Language)\", \"Linux\", \"Data Extraction\", \"MongoDB\", \"Transaction Data\", \"E (Programming Language)\", \"Source (Game Engine)\", \"Dataset\", \"Pipelining\", \"Financial Market\", \"Machine Learning Methods\", \"Unstructured Data\", \"Data Science\", \"Machine Learning Algorithms\", \"R (Programming Language)\", \"Scalability\", \"Big Data\", \"Predictive Modeling\", \"Data Store\", \"Transformation (Genetics)\", \"Atlassian Confluence\", \"Banking\", \"Software Development\", \"Algorithms\", \"Additives\", \"Service Industries\", \"Git Flow\", \"Neo4j\", \"Amazon Data Pipeline\", \"Market Data\", \"JIRA Studio\", \"Java (Programming Language)\", \"Job Descriptions\", \"SQL (Programming Language)\"]',\n", + " 'languages': \"['English', 'Nyanja']\"},\n", + " {'company_id': '145',\n", + " 'job_title': 'software engineer c++',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Computer Hardware & Software',\n", + " 'website': 'www.vizrt.com',\n", 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This includes interactive and virtual solutions, animations, maps, weather, video editing and compositing tools. Vizrt has customers in more than 100 countries worldwide including such as CNN, CBS, Fox, the BBC, BSkyB, Al Jazeera, ZDF, CCTV, and the list keeps growing. This is possible due to 600 engaged and very competent employees in 40 offices around the world. In our R&D team in Zürich/Switzerland we create award-winning, unique and high-tech software dedicated to sports media productions. We strive to develop first-class media enhancement technology and we need your excellent C++ programming skills to develop the best products for Vizrt around sports media creation. To strengthen our software engineering team, we have an immediate opening for a proactive, pragmatic, and team-oriented SOFTWARE ENGINEER (C++) You complement the engineering team with your expertise and experience in application development and you will help us to advance the innovative and technologically advanced product lines related to sports. In close collaboration with your colleagues, you will be working on our challenging, exciting, and interesting software engineering tasks. What are we looking for? You are a pragmatic, team-oriented, flexible, independent and motivated software engineer You have excellent C++ programming skills and ideally already some experience You have at least a MSc in Computer Science, and some knowledge in Software Design or Architecture Good English capabilities is a must. German is not a requirement but helpful in private life. Background knowledge in Computer Graphics, Computer Vision and/or Machine Learning is a plus. Experience with Visual Studio or Qt SDK is a plus. We expect efficiency and pragmatic problem-solving skills. Your interest and enthusiasm for sports helps us to deliver the next generation of sports media technology. What do we offer? At Vizrt, you will find a challenging and diversified software engineering position in our dynamic, innovative, and fast-growing high-tech environment. Interesting tasks are waiting for your excellent solutions and your main focus will be on high quality application development where you will be integrated in the full development cycle. Sporadic field services at international sports media productions and infrequent second level support are part of the profile. If you find this interesting and want to be a part of our team submit your CV and application by clicking the \"Apply now\" button or at vizrt.com. Click here to read about our online privacy and personal data policies. jVL8HHgSoa',\n", + " 'soft_skills': '[\"Team Oriented\", \"Collaboration\", \"Proactivity\", \"Problem Solving\", \"Enthusiasm\", \"Integration\", \"Innovation\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Real Time Data\", \"Video Editing\", \"Frameforge 3D Studio\", \"MSC Software\", \"Tooling\", \"Programming (Music)\", \"Interactivity\", \"Computer Science\", \"Field Service Management\", \"Virtualization\", \"Industrialization\", \"Scholastic READ 180\", \"Compositing\", \"C++ (Programming Language)\", \"Media Production\", \"Computer Vision\", \"Component Object Model (COM)\", \"High Tech Manufacturing\", \"Levelling\", \"Idealization\", \"Product Lining\", \"Software Engineering\", \"Microsoft Visual Studio\", \"Machine Learning Methods\", \"Automation Studio\", \"Animations\", \"Personalization\", \"Weather Maps\", \"Qt (Software)\", \"Software Design\", \"Real-Time Computer Graphics\", \"Computer Graphics\", \"Asset Management\", \"Closed-Circuit Television Systems (CCTV)\", \"Broadcasting\"]',\n", + " 'languages': \"['English', 'Sango', 'North Ndebele']\"},\n", + " {'company_id': '125',\n", + " 'job_title': 'software developer/devops engineer 60-100% starting immediately or as per agreement',\n", + " 'location': 'Basel',\n", + " 'industry': 'Colleges & Universities',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.87318110e-01 2.91789472e-01 4.31188583e-01 -8.56497586e-02\\n5.50554872e-01 -1.77667126e-01 -1.81153476e-01 4.18591142e-01\\n-1.41118765e-01 -3.14023614e-01 -1.08434513e-01 -2.64241785e-01\\n-1.60108298e-01 1.53163016e-01 6.70829564e-02 4.40282047e-01\\n3.40453863e-01 5.67928515e-02 -1.71614468e-01 3.23336720e-01\\n1.02806613e-01 -9.64196473e-02 -4.06006500e-02 7.56575286e-01\\n3.62100184e-01 1.48202516e-02 -5.53796291e-02 2.72017196e-02\\n-1.69028550e-01 -1.95795953e-01 4.24424082e-01 1.71294175e-02\\n-1.09756403e-01 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sciences institutes in the world. It consists of 32 groups and 500 employees that research how molecules and cells create life, spanning the scale from atom to organism. Founded in 1971, the Biozentrum has been the birthplace of many fundamental discoveries in biology and medicine, spawning several Nobel Laureates. The Research IT technology platform is the primary contact point for scientific IT projects at the Biozentrum. We support the Biozentrum's scientists and staff with expertise, services and custom software development to facilitate research data management, analysis and collaboration. Your position We are looking for a Software Developer/DevOps Engineer with experience in web technologies who enjoys both sides of the software lifecycle coin: Developing state of the art applications as well as deploying and operating systems and services in production. In this role, you support the specific needs of the research groups and administrative units at the Biozentrum. Your responsibilities Ensuring reliable operation of our existing services within a heterogeneous service infrastructure (Linux, Windows, Citrix Hypervisor), software (application software, web servers) and databases (MySQL, PostgresSQL, MS-SQL) Software development, with an emphasis on web technologies Planning, design, transition and operation of new services. Active participation in Research IT projects, such as discussing requirements with users, developing scenarios and solutions, as well as occasional training. Your profile We are looking for an enthusiastic person with a Master's degree in Computer Science, Bioinformatics or equivalent relevant experience. You have not only proven programming skills, but also outstanding analytical and collaborative skills that you enjoy bringing to the table in cross-functional projects. You like to work in an agile academic work environment and embrace a service-oriented approach. Part of your duties is to make sure that our production services run smoothly. Furthermore, you are: Very familiar with operation of Linux/Apache/* stacks, MySQL, PostgreSQL, familiar with other setups (Windows, MS-SQL). Experience with virtualization, containers, orchestration a definite plus. Experienced with web development using at least one of the following: PHP/Zend Framework, Python/Django, other frameworks a plus. Other coding and data management experience highly welcome. Comfortable applying software development best practices (source code versioning, unit testing, continuous integration, etc.) Finally, you are motivated to acquire further skills on the job and believe in continuous improvement. Good communication skills in English are required; knowledge of German is an asset. We offer you The Biozentrum offers a cutting-edge research infrastructure, a highly international environment that provides numerous opportunities to learn more, and excellent working conditions. The position is initially for 2 years, with the possibility of permanent employment. Salary and benefits according to University of Basel standards. Application / Contact Please apply online with a CV, letter of motivation, and the name/address of three references: https://biped2.biozentrum.unibas.ch/apply/software-developer_devops-engineer The deadline for receipt of applications is 31 December 2019. Please note that only online applications will be accepted. Further information about Research IT: https://www.biozentrum.unibas.ch/researchit For specific questions, feel free to contact Michael Podvinec, PhD, Head of Research IT (michael.podvinec@unibas.ch).\",\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Research\", \"Collaboration\", \"Infrastructure\", \"Planning\", \"Operations\", \"Reliability\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Web Servers\", \"MySQL\", \"Enterprise Application Software\", \"Agility\", \"Programming (Music)\", \"Unit Testing\", \"Computer Science\", \"Zend Framework\", \"Life Sciences\", \"Data Management\", \"Citrix Systems\", \"Spawning\", \"Analytics\", \"Virtualization\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Continuity Tests\", \"Scale (Map)\", \"Activism\", \"Custom Software\", \"PostgreSQL\", \"Linux\", \"Python (Programming Language)\", \"Web Development\", \"Hostile Work Environment\", \"PHP (Scripting Language)\", \"Django (Web Framework)\", \"Operating Systems\", \"Cross-Functional Coordination\", \"Library For WWW In Perl\", \"Biology\", \"Personalization\", \"Quantum Point Contact\", \"Continuous Improvement Process\", \"Service-Oriented Modeling\", \"Clinical Data Management\", \"Finalization\", \"Software Development\", \"Windows Setup\", \"Source Codes\", \"Infrastructure Management Services\", \"Atom (Standard)\", \"Hypervisor\", \"SQL (Programming Language)\", \"DevOps\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '87',\n", + " 'job_title': 'data scientist',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.54534191e-01 3.09695065e-01 5.41048110e-01 1.05600737e-01\\n6.31053805e-01 -9.09011811e-02 -5.11705875e-03 2.89422482e-01\\n1.02763269e-02 -4.79990304e-01 -8.96662623e-02 -3.00933421e-01\\n-7.81719983e-02 1.19460605e-01 2.12078169e-02 5.05458117e-01\\n3.04452479e-01 7.98590854e-02 -1.94830507e-01 2.96692193e-01\\n7.58904219e-02 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-4.48908001e-01 -3.38442847e-02 -9.24443454e-02]]',\n", + " 'job_description': \"Open Web Technology is a technology and strategy consulting firm. We help our clients leverage new technologies to reshape their business, invent new products or transform their organization. With a large growth every year and now over 150 employees, we're a fast growing and highly connected team. Beginning of 2016, we created together with Swisscom Entreprise the joint venture Swisscom Digital Technology SA. Operating under the Open Web Technology brand, it is our goal to become a leading provider of digital transformation consulting services for large companies in Switzerland in the Telecommunications, Banks, Insurances, Media, Healthcare and Consumer Goods industries. Learn more about us at https://www.openwt.com/ Open Web Technology has an opening for a Data Scientist that will join our Team in Zurich. You bring value out of data. You enthusiastically fetch information from various sources and analyze it for better understanding about how the business performs and build AI tools that automate certain processes within the company. You help discover the information hidden in vast amounts of data, and help making smarter decisions. The main focus will be in applying machine learning and data mining techniques, doing statistical analysis, and building high quality prediction systems integrated with our clients products or processes. What responsibilities we can offer you Select features and data to build and optimize classifiers using i) machine learning techniques ii) data mining methods Extend the project’s data with third party sources of information when needed Enhance data collection procedures to include information that is relevant for building analytic systems; Automate and integrate work-/data-flow from diverse systems. Process, cleanse, and verify the integrity of data used for analysis Apply state-of-the-art neural network/deep learning algorithms if suitable in a project context Contribute to the creation of an AI value proposition at Open Web Technology and to the acquisition of new clients thanks to a clear value proposition definition Requirements What you bring At least three years experience working as a Data Scientist in a similar environment Master degree (or ongoing Master/PhD) in one of Europe’s leading universities in one of the following fields: Statistics, Mathematics, Data Mining, Computer Science, Computational Linguistics or related Ability to learn fast, take initiative, lead oneself and work independently with minimal management direction. Able and willing to acquire new skills Above-average communication and analytical skills. Independent resolution of complex tasks Dynamic, dedicated and a demanding team player Solid understanding of the main machine learning methods (supervised and unsupervised learning), and optimization techniques. Experience with data visualisation tools, such as ggplot, tableau, etc... Proficiency in using SQL databases such as MySQL, Microsoft SQL, MariaDB, etc… Experience with NoSQL databases such as MongoDB, Cassandra, etc… Experience in text analytics and Natural Language Processing (text classification, NER, topics mining, sentiment analysis) Understanding of state-of-the-art deep learning techniques. Experience working with one or more frameworks such as TensorFlow, Torch, Caffe, Theano, Keras etc. Fluency in English and preferably also in German, French or Italian Benefits Why work at Open Web Technology? Why join Open Web Technology? From your first day, you will actively contribute to the digitalization of Switzerland by serving local and global companies. From digital strategy to complex software engineering, you will help our clients reshape their business, invent new products and transform their organization using the latest technologies. You will take part in every step of our clients' digital journey and work for industries including finance, healthcare, telecommunication, media and many others. More than the diverse projects you will be part of, becoming an Openwebber will make you feel valued, stimulated and encouraged in a passionate, focused and creative team. Can we spark your interest? We look forward to receiving your application!\",\n", + " 'soft_skills': '[\"Analytical Skills\", \"Decisiveness\", \"Management\", \"Supervision\", \"Communications\", \"Operations\", \"Integration\", \"Creativity\", \"Sourcing\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Automation\", \"MySQL\", \"Sentiment Analysis\", \"Tooling\", \"Tableau (Business Intelligence Software)\", \"NoSQL\", \"Apache Cassandra\", \"Hyper SQL Database (HSQLDB)\", \"Natural Language Processing\", \"Theano (Software)\", \"Computer Science\", \"Analytics\", \"Statistics\", \"Machine Learning\", \"Branding\", \"Process Automation Systems\", \"Industrialization\", \"Mathematical Statistics\", \"Value Propositions\", \"Activism\", \"Open Web\", \"Component Object Model (COM)\", \"Digital Transformation\", \"Systems Integration\", \"MariaDB\", \"Keras (Neural Network Library)\", \"Quality Management Systems\", \"Software Engineering\", \"Data-Flow Analysis\", \"Machine Learning Methods\", \"Computational Linguistics\", \"Digital Technology\", \"Library For WWW In Perl\", \"Finance\", \"Digitization\", \"Bank Insurance Model (BIM)\", \"TensorFlow\", \"Deep Learning\", \"Data Mining\", \"Java Data Mining\", \"Receivables\", \"Consumer Packaged Goods\", \"Recurrent Neural Network (RNN)\", \"Text Classification\", \"Algorithms\", \"Data Collection\", \"Microsoft SQL Servers\", \"New Product Development\", \"Telecommunications\", \"Unsupervised Learning\", \"Feature Selection\", \"Joint Ventures\", \"Text Processing\", \"Integrated Delivery Systems\"]',\n", + " 'languages': \"['English', 'Afar', 'Dhivehi', 'German']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'software development engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.79381236e-01 4.31842625e-01 4.21524853e-01 -1.84562564e-01\\n3.95667464e-01 -3.09906304e-01 1.97623298e-01 3.77338082e-01\\n1.27400765e-02 -2.72101939e-01 -1.95142567e-01 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\"C++ (Programming Language)\", \"Software Development\", \"Programming (Music)\", \"Python (Programming Language)\", \"Computer Science\", \"Embedding\"]',\n", + " 'languages': \"['English', 'Bosnian']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data engineer (m/f)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.45461687e-01 3.43262911e-01 6.15293682e-01 1.68723255e-01\\n6.31978452e-01 -1.33710042e-01 2.70851236e-03 1.65711224e-01\\n5.61349802e-02 -2.83527702e-01 -1.20747387e-01 -3.08465779e-01\\n-1.85216337e-01 7.49655217e-02 1.32902443e-01 5.25913894e-01\\n3.02933633e-01 6.58070892e-02 -9.25452486e-02 4.09856409e-01\\n4.85333763e-02 -1.19624019e-01 1.99627765e-02 6.05996966e-01\\n4.38717455e-01 4.85589216e-03 -1.23940460e-01 5.85745126e-02\\n-3.67640138e-01 -1.59509405e-01 4.59741175e-01 3.00218780e-02\\n-1.36390314e-01 -3.03753465e-01 9.30625647e-02 1.88443899e-01\\n-2.45780051e-01 6.35524541e-02 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generation, expanding and optimizing the companies data and data pipeline architecture, as well as optimizing data flow and collection for cross functional teams - Support software developers, database architects, data analysts and data scientists on data initiatives and will ensure optimal data delivery architecture is consistent throughout ongoing projects - Assemble large, complex data sets that meet functional / non-functional business requirements - Identify, design, and implement internal process improvements: automating manual processes, optimizing data delivery, re-designing infrastructure for greater scalability, etc. - Setup the infrastructure required for optimal extraction, transformation, and loading of data from a wide variety of data sources using SQL and no-SQL ‘big data’ technologies - Create data tools for analytics and data scientist team members that assist them in building and optimizing our product into an innovative industry leader - Work with data and analytics experts to strive for greater functionality in our data systems - Working closely with Engineering Teams to ensure tracking quality and data accuracy and integrity - Set data standards and clearly define the range of acceptable values and attributes for data - Develop and maintain a data inventory and contribute to the centrally maintained data inventory - Implement data retention requirements consistent with legal or company policies Required Skills: - B.S. or Master in IT (Specialisation in Data/Big Data Systems preferred), Mathematics, Statistics or similar quantitative field - 3 years plus experience in Big Data processing with good awareness of latest cloud based solutions - 3 years plus experience with major ETL tools, data integration and manipulation - Functional Java development (Scala is a plus) - Experience with Google Analytics and Google Big Query - SQL and Database Development (MS SQL Server is a plus) - Open minded for new technologies - Creative and innovative team player - Fluent in English and German Benötigte Skills Englisch SQL SQL Server ETL Google Analytics NoSQL Test',\n", + " 'soft_skills': '[\"Innovation\", \"Infrastructure\", \"Creativity\", \"Integration\"]',\n", + " 'hard_skills': '[\"Automation\", \"Tooling\", \"Data Encryption Standard\", \"NoSQL\", \"Google Analytics\", \"Java Development Tools\", \"Collections\", \"Data Retention\", \"Analytics\", \"Pentaho Data Integration\", \"Database Development\", \"Data Integration\", \"Industrialization\", \"Process Improvements\", \"Scala (Programming Language)\", \"SQL (Programming Language)\", \"Maintainability\", \"Tracking (Commercial Airline Flight)\", \"Data System\", \"Extract Transform Load (ETL)\", \"Process Optimization\", \"Minimum Data Set\", \"Business Requirements\", \"Project-Based Solutions\", \"Scalability\", \"Big Data\", \"Cross-Functional Team Leadership\", \"Transformation (Genetics)\", \"SQL Server Reporting Services\", \"Software Development\", \"Amazon Data Pipeline\", \"Microsoft SQL Servers\", \"Data-Flow Analysis\", \"B (Programming Language)\", \"Source Data\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'etl/data management engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.82886654e-01 2.94222355e-01 4.60425436e-01 8.91190618e-02\\n5.80254436e-01 -1.22408994e-01 -2.27416074e-03 1.42229363e-01\\n-2.09328532e-02 -2.62084484e-01 -6.67846799e-02 -2.47497514e-01\\n-6.66818619e-02 4.66556065e-02 4.12734263e-02 3.53907466e-01\\n2.94407368e-01 5.16126938e-02 -1.44064829e-01 3.51744860e-01\\n9.09873620e-02 -8.55234731e-03 1.14045799e-01 5.33777714e-01\\n2.49999702e-01 1.71568617e-03 -9.87909436e-02 2.73114629e-02\\n-2.96015710e-01 -2.46629566e-01 3.76834929e-01 4.18761224e-02\\n-2.57091761e-01 -2.75942773e-01 3.74203846e-02 1.93852298e-02\\n-2.93152720e-01 -7.63805211e-02 2.01705527e-02 5.89236505e-02\\n-3.12672794e-01 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design, development and support services - Integrate with the existing middleware, data sources and the bank’s DWH solution - Build and improve data integration architecture and drive simplification - Provide change and project support for initiatives related to backend data integration - Liaise with business stakeholders and data owners of respective systems - Liaise with production support and operations teams for the all ETL flows Your profile: - Experience with ETL tools such as Infomatica PowerCenter, or similar - Advanced knowledge of PL/SQL, and different database technologies is a plus - Experience with Application Lifecycle Management - Deep knowledge of data types, data architecture disciplines and MDM concepts - Knowledge of Data infrastructure and migration principles in theory and practice - Solid experience with data modeling and database design for operational as well as analytical systems - Experience with different integration patterns, batch, online, asynchronous, etc. - Basic knowledge of both Windows and Linux operating systems and shell scripting - Working proficiency in development toolsets, e.g. Eclipse or similar - Proficiency in one or more general purpose programming languages understanding of software skills such as -business analysis, development, maintenance and software improvement - Experience in Data Warehousing environment, experience in handling large volume of data is a plus - Ability to work and technically coordinate with 3rd party vendors (both onsite and offshore) - Work experience in financial or banking industry is a plus - Team player with good communication skills and an open style to provide transparency to management - ITIL 3.0 foundation certification - English and german spoken and written Benötigte Skills Englisch ITIL Banken / Finanzgesellschaften Datawarehouse Eclipse W2008 W2012 Linux Shell-Scripts PL/SQL ETL\",\n", + " 'soft_skills': '[\"Coordinating\", \"Verbal Communication Skills\", \"Operations\", \"Integration\"]',\n", + " 'hard_skills': '[\"PL/SQL\", \"Tooling\", \"KM Programming Language\", \"Shell Script\", \"Joint Application Design (JAD)\", \"Application Lifecycle Management\", \"Data Modeling\", \"Pentaho Data Integration\", \"Analytics\", \"Middleware\", \"Operating System Development\", \"Data Integration\", \"Industrialization\", \"Data Warehousing\", \"Offshoring\", \"ITIL Security Management\", \"Apex Data Loader\", \"Linux\", \"E (Programming Language)\", \"Eclipse (Software)\", \"Extract Transform Load (ETL)\", \"Database Design\", \"Academic Support Services\", \"Lifecycle Management\", \"Natural Language Understanding\", \"Production Support\", \"Business Analysis\", \"Clinical Data Management\", \"Data Infrastructure\", \"Transparency (Human-Computer Interaction)\", \"Process Safety Management\", \"Banking\", \"Custom Backend\", \"Acceptance and Commitment Therapy (ACT)\", \"Source Data\"]',\n", + " 'languages': \"['English', 'Albanian']\"},\n", + " 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Because they enable independent exercise and create maximum motivation, because they challenge people to take courage and support their hopes with personal achievements. Your responsibilities You take a significant part in the creation of the software architecture of our client Work in multidisciplinary projects with the internal departments Mechanical and Electrical Engineering, Technical Projects, Product Management as well as the Service and Manufacturing departments focuses the development of our therapy devices in particular on clinical application and usability aspects Your profile You got a bachelor in Computer Science good knowledge of the .NET platform, including C#, WPF and WCF understanding of relational and non-relational databases some years of experience with Software Architecture, Service Oriented Design and Software development processes experience in Version Control Systems and Application Lifecycle Management very good English skills, German skills are a plus Your chance Interested? Please do not hesitate to find out more about this unique opportunity and send your complete application file to jobs@oneagency.ch. Ort: Zürich Spezialisierung:Sprachen: Job ID: 486',\n", + " 'soft_skills': '[\"\"]',\n", + " 'hard_skills': '[\"Control Systems\", \"Usability\", \"Relational Databases\", \"Software Development\", \"Version Control\", \"Electrical Engineering\", \"C# (Programming Language)\", \"Product Management\", \"Software Architecture\", \"Computer Science\", \"Application Lifecycle Management\", \"Personalization\", \"Wcf 4\", \"Service-Oriented Modeling\", \"Lifecycle Management\", \"Mechanicals\"]',\n", + " 'languages': \"['English', 'Japanese', 'Bislama', 'Guarani']\"},\n", + " {'company_id': '100',\n", + " 'job_title': 'machine learning software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Research & Development',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.22625816e-01 3.33112717e-01 4.52924252e-01 3.52539010e-02\\n5.47838271e-01 -2.28002280e-01 -4.55991998e-02 3.76447380e-01\\n-8.65315795e-02 -3.89616251e-01 -1.97276026e-01 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investments. Learn more at www.reprisk.com and follow on Twitter: www.twitter.com/reprisk. Job Description As a Machine Learning Software Engineer you will be involved in all aspects of the machine learning application development process within RepRisk, including design, implementation and operation. The role will primarily involve development and maintenance of data processing and language analysis solutions, mainly written in Python. There will be frequent opportunities to work on a broad range of technologies from data processing and integration, machine learning and NLP, databases (SQL) to deployment and operation on a Unix environment. You will benefit from working with an experienced team that will offer support and the scope to greatly enhance your technical skills and knowledge and you will profit from an agile development ecosystem using state-of-the-art open-source technologies. We want someone who is keen to contribute ideas, thrives in a rapid development environment, and who can consistently bring innovative solutions to problems. The position reports to the Vice President of Operations Technology. Responsibilities Design, implement, deploy and maintain machine learning algorithms and infrastructure, from training to prediction Public RepRisk AG, October 2019 Create and maintain technical documentation Software testing and quality assurance Evaluate and identify new technologies Candidate Profile mathematics, statistics, or another relevant discipline with a strong foundation in quantiative methods, modeling, and machine learning/AI (or equivalent experience) Extracurricular projects and experiences that demonstrate your interest in data analysis/machine learning and/or software design and implementation Ability to manage large datasets and advanced experience in the corresponding software packages and programming languages (strong skills in Python and SQL are a requirement) Experience working with Docker, web servers and RESTful applications, as well as having familiarity with continuous integration and deployment (CI/CD). Knowledge of Django REST Framework is an advantage. Strong interest in real-world problems and analytical skills to come up with workable solutions A team player who loves to work in a highly diverse team and across functions and geographies You are reliable, curious, open-minded and goal oriented, while striving to deliver operational excellence and superior quality. What We Offer technology with respect to ESG risks in investments An entrepreneurial, international and young work environment A shared mission to drive accountability and responsible behavior of companies, thus creating positive change Long-term employment opportunity at a growing global company Please note that we consider only candidates with valid working permits or passport holders. Public RepRisk AG, October 2019',\n", + " 'soft_skills': '[\"Analytical Skills\", \"Business Operations\", \"Goal Oriented\", \"Infrastructure\", \"Accountability\", \"Operations\", \"Reliability\", \"Integration\", \"Innovation\", \"Quality Assurance\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Web Servers\", \"Managing Large Accounts\", \"KM Programming Language\", \"Hyper SQL Database (HSQLDB)\", \"Development Environment\", \"Prediction\", \"Machine Learning\", \"Continuous Integration\", \"Mathematical Statistics\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Business Relationship Management\", \"Maintainability\", \"Dataset\", \"Hostile Work Environment\", \"Software Engineering\", \"Investments\", \"Django (Web Framework)\", \"Machine Learning Methods\", \"Open Source Technology\", \"Data Science\", \"Risk Management\", \"Docker (Software)\", \"Library For WWW In Perl\", \"Machine Learning Algorithms\", \"Due Diligence\", \"Human Intelligence\", \"Electronic Data Processing\", \"Operational Excellence\", \"Technical Documentation\", \"Agile Product Development\", \"Information Technology Operations\", \"Software Design\", \"Software Testing\", \"Algorithms\", \"Unix\", \"Job Descriptions\", \"Long-Term Potentiation\", \"SQL (Programming Language)\", \"Data Analysis\"]',\n", + " 'languages': \"['English', 'Chuang', 'Interlingua', 'Galician']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'data analyst',\n", + " 'location': 'Saint-Saphorin',\n", + " 'industry': 'Industrial Manufacturing',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.78203219e-01 4.10573363e-01 4.10321146e-01 1.62926480e-01\\n6.37564957e-01 -1.82331160e-01 -1.96976494e-02 6.03502728e-02\\n-5.61458431e-02 -2.84735233e-01 -1.58002272e-01 -3.46834332e-01\\n-1.93006232e-01 1.97205082e-01 1.73208825e-02 5.19698143e-01\\n1.69379979e-01 5.34561425e-02 5.66546768e-02 3.60202432e-01\\n4.63851467e-02 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-4.42678481e-01 -2.24577725e-01 4.06330898e-02]]',\n", + " 'job_description': 'Supporting the customer on his site you will : Influence the design of data quality standards and governance processes Implement and enforce Data Quality Management practices across Research including metadata, lineage, data access rights and business definitions Perform root cause analysis on critical data quality issues, work with technology and SMEs on defining a solution and help implement the solution Design and report on data quality and usage metrics Complete large scale data analysis, document findings and reconcile across data stores Support the data analysis required to place data into a shared platform for consumption by others, requiring detailed reviews with the business owners and identify the use of data and understand calculations and derivations Partner with technology to understand where data already exists in the shared platform and ensure that data is not duplicated Explore and evaluate new concepts, technologies and industry trends related to data analytics We are looking for someone with the following experience Experience in data quality management Experience with using data profiling tools to query the data, identify anomalies, gaps and issues Experience manipulating and analyzing large-scale data sets, performing root cause analysis, driving data and business requirements Experience in scripting (Python, Perl, JavaScript, Shell) Experience working BI reporting tools is a plus General awareness of data management practices, emerging trends, and issues',\n", + " 'soft_skills': '[\"Research\", \"Governance\"]',\n", + " 'hard_skills': '[\"Quality Management\", \"Data Quality\", \"Tooling\", \"Accessioning\", \"Perl (Programming Language)\", \"Metadata\", \"Analytics\", \"Data Profiling\", \"Law Practice Management\", \"Industrialization\", \"Scale (Map)\", \"Calculations\", \"Python (Programming Language)\", \"Root Cause Analysis\", \"Business Requirements\", \"Enforcement\", \"JavaScript (Programming Language)\", \"Survey Data Analysis\", \"Requirements Analysis\", \"Solution Design\", \"Scripting\", \"Operational Data Store\", \"Derivatives\", \"Data Analysis\", \"Reporting Tools\"]',\n", + " 'languages': \"['English', 'Bosnian', 'Indonesian', 'Sinhalese']\"},\n", + " {'company_id': '145',\n", + " 'job_title': 'c++ back end software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Aerospace & Defence',\n", + " 'website': 'www.veritystudios.com',\n", + " 'jobdescription_embedded': '[[-2.05985904e-01 3.63334298e-01 3.98180604e-01 7.37345889e-02\\n6.12776875e-01 -1.37464389e-01 -5.66377267e-02 2.55230784e-01\\n7.42716938e-02 -3.34895611e-01 -7.98960216e-03 -3.96854490e-01\\n-8.38371068e-02 1.38850421e-01 8.63480121e-02 5.18396437e-01\\n1.43955186e-01 7.12292120e-02 -2.42769927e-01 4.73550498e-01\\n4.60687205e-02 -1.24515496e-01 1.94112062e-01 7.60677397e-01\\n3.29556614e-01 2.42234170e-02 -1.37974501e-01 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'job_description': \"To complement its growing team, Verity Studios is looking for an experienced and versatile back end software engineer capable of designing and developing high quality software for Verity's indoor drone systems. Designing software back ends for drone systems requires addressing new and challenging problems such as: (a) defining robust and reliable communication protocols to interact with embedded devices (both on wired and wireless connections), (b) implementing components to retrieve, store, and process significant amount of data in an efficient and responsive fashion, and (c) designing algorithms to easily and safely coordinate the operation of hundreds of drones and other system components. Our software team works on a multitude of challenging and interesting tasks, such as implementing drivers for proprietary embedded platform, defining robust and efficient communication protocols, designing algorithms to retrieve, process, and analyze significant amount of data, and implementing graphical user interfaces for control stations. Verity is the global leader in autonomous indoor drone systems and a leading provider of drone failsafe technology. Founded in 2014, Verity's drones have completed more than 150,000 autonomous flights safely above people, in more than 100 facilities in 20 countries worldwide. Its systems also enable the deployment of dynamic sensors and other payloads anywhere in commercial and industrial facilities. Verity's drones have been used by some of the world's biggest names in entertainment, including Cirque du Soleil and Madison Square Garden, and in global tours of major artists including Drake and Metallica. We are entrepreneurs, engineers, artists, professionals, mathematicians, and designers; all working as one. Do you want to join a fast-moving start-up where your contributions will make a difference? Then join us! Responsibilities. Design and develop robust and efficient solutions for advanced robotic systems Participate in all the stages of the development process, including requirements gathering, design, implementation, testing, review, documentation, and deploymentInteract with other engineering teams to define and review design documentsCooperate with control engineers to design protocols to interact with robotic systems in order to send commands and collect feedback dataCooperate with embedded engineers to understand the constraints of embedded platforms and design smart and reliable embedded applicationsInteract with front end engineers to define the interfaces between back ends and front endsDesign general purpose libraries that can be used across Verity's code base Qualifications. University degree in a relevant field Proven track record in designing and developing industrial-grade software Solid knowledge of software engineering principles In-depth understanding of algorithms and data structures Experience with database design and handling large amount of data is a plus Experience with distributed systems is a plusGood written and spoken English language skillsExcellent knowledge of C++ and STLFamiliar with GDB and other debugging and program analysis toolsKnowledge of libraries such as Boost and Qt and is a plusExperience in Python, C and modern C++ is a plusExperience with PCB schematics and digital communication interfaces (e.g. SPI, CAN, I2C) is a plusTeam player and self-drivenCreative approach to problem solving Benefits. Work in an interdisciplinary, highly-skilled teamCreate ground-breaking systems, used by some of the world's most prominent stage productionsShape the culture and have a significant impact in a rapidly growing young company \",\n", + " 'soft_skills': '[\"Professionalism\", \"Coordinating\", \"Problem Solving\", \"Operations\", \"Reliability\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Control Engineering\", \"System Requirements\", \"Interactivity\", \"Boost (C++ Libraries)\", \"Collections\", \"Digital Communications\", \"Repository Protocol Design\", \"Staging\", \"Industrialization\", \"C++ (Programming Language)\", \"Software Quality Management\", \"Python (Programming Language)\", \"Track (Rail Transport)\", \"E (Programming Language)\", \"Library\", \"Embedding\", \"Program Analysis\", \"Process Driven Development\", \"Database Design\", \"Software Engineering\", \"C (Programming Language)\", \"Robotics\", \"Qt (Software)\", \"Sage SAFE X3\", \"Payloads\", \"Autodesk Design Review\", \"Graphical User Interface\", \"Data Structures\", \"Systems Design\", \"Front End (Software Engineering)\", \"Back End (Software Engineering)\", \"Algorithms\", \"Communications Protocols\", \"Gardening\", \"Algorithm Design\", \"Public Address Systems\", \"Commercialization\", \"B (Programming Language)\", \"User Interface\", \"Debugging\", \"Documentation Based Coding\", \"Controllability\"]',\n", + " 'languages': \"['English', 'Central Khmer', 'Bambara']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'big data software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.18385294e-01 2.41720304e-01 4.27476227e-01 4.64398712e-02\\n5.47994494e-01 -1.58546939e-01 -9.34150666e-02 3.12510848e-01\\n-8.11205059e-03 -3.97926003e-01 4.04934911e-03 -2.48615384e-01\\n-1.95413619e-01 -2.90917847e-02 1.50212198e-01 2.65932232e-01\\n3.02032858e-01 1.08343944e-01 -1.30830914e-01 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-5.88822886e-02\\n-2.00481609e-01 -3.32225114e-01 -9.87628251e-02 -4.22144942e-02]]',\n", + " 'job_description': 'Job Informationen Your Tasks: - Build, scale and maintain solutions based on Hadoop and/or other NoSQL systems - Write and tune complex near-real-time and batch data pipelines with Spark or Java MapReduce - Explore available technologies to provide business support to our clients - Work closely with customers and other stakeholders in an agile environment Your Profile: - Bachelor or Master in Computer Science / Information Management or related field - Proficient in OOP (Java) and FP (Scala, Clojure), willing to learn new programing languages - Experience in Big Data technologies (Hadoop, Spark, Kafka, HBase) - Knowledge of real-time processing systems like Storm, Spark Streaming or others - Knowledge and experience in agile software development - Superb problem-solving skills - You are a proactive team player with the ability to work independently and accurately in interdisciplinary projects - Knowledge of data structures and algorithms for Big Data, Machine Learning is a plus - Very good skills in German and English, French would be an asset Benötigte Skills OO-Design / Analyse JAVA Scala',\n", + " 'soft_skills': '[\"Proactivity\", \"Problem Solving\"]',\n", + " 'hard_skills': '[\"Real Time Data\", \"Business Support Systems\", \"NoSQL\", \"Agility\", \"Computer Science\", \"Spark Streaming\", \"Scale (Map)\", \"Scala (Programming Language)\", \"MapReduce\", \"Maintainability\", \"Real Time Systems\", \"Transaction Processing Systems\", \"Machine Learning Methods\", \"Agile Software Development\", \"Clojure\", \"Project-Based Solutions\", \"Information Management\", \"Big Data\", \"Data Structures\", \"Software Development\", \"Algorithms\", \"Apache HBase\", \"Amazon Data Pipeline\", \"Writing Systems\", \"Java (Programming Language)\", \"Object-Oriented Programming (OOP)\"]',\n", + " 'languages': \"['English', 'Macedonian', 'Kalaallisut', 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mother tongue) - Excellent computer skills: Office package, excellent knowledge of Excel - Motivation, spirit of initiative, responsibility - 100% immediate availability EnglishPersianExcelData analystMaster data \",\n", + " 'soft_skills': '[\"Data Entry\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Customer Acquisition Management\", \"Economics\", \"Banking\", \"Activism\", \"Configuration Management Databases\", \"Data.table\", \"Levelling\", \"Commercialization\", \"Clinical Data Management\"]',\n", + " 'languages': \"['English', 'Quechua', 'Ewe', 'Latin', 'Haitian Creole']\"},\n", + " {'company_id': '84',\n", + " 'job_title': '80-100 % big data engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.81682283e-01 1.87439248e-01 3.78687590e-01 -9.20532122e-02\\n4.65552360e-01 -1.86292648e-01 -1.03126965e-01 4.09185469e-01\\n-9.91664678e-02 -3.44218522e-01 -9.42712277e-02 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Your responsibilities Your tasks will vary from data science (10–20%) through Big Data engineering (50%) to DevOps (30–40%). You work in an international team with huge cultural diversity and a strong focus on monetizing telco data, primarily for making Switzerland run better. You interact with data scientists, Big Data engineers, DevOps as well as product owners and business developers. Your profile MSc or PhD in Computer Science or related field Highly experienced with Kafka, HDP, Spark (streaming including), Elasticsearch, Cassandra, Play Very good knowledge of FP (Scala) and good knowledge of OOP (Java); know-how of JavaScript & AngularJS is highly welcome Solid understanding of data structures and algorithms, experience in agile/lean development of scalable solutions Knowledge and hands-on experience of CI/CD, specifically Jenkins, Ansible, Oozie, etc. Ideally, experience in creating self-healing systems Fluent in English, German/French is an asset Your chance Are you interested? Then apply now! Ort: Zürich Spezialisierung: System Engineering/Administration Sprachen: Deutsch Englisch Französisch Job ID: 1341',\n", + " 'soft_skills': '[\"Communications\"]',\n", + " 'hard_skills': '[\"Jenkins\", \"Agility\", \"Systems Engineering\", \"Interactivity\", \"Computer Science\", \"Spark Streaming\", \"Data Engineering\", \"Scala (Programming Language)\", \"Apache Oozie\", \"Idealization\", \"Healing\", \"Lean Product Development\", \"Data Science\", \"JavaScript (Programming Language)\", \"Scalability\", \"Big Data\", \"Cultural Diversity\", \"Data Structures\", \"Ansible\", \"Algorithms\", \"Business Development\", \"DevOps\"]',\n", + " 'languages': \"['English', 'Latvian', 'Swedish', 'Vietnamese', 'Malayalam']\"},\n", + " {'company_id': '122',\n", + " 'job_title': 'application scientist, chemical ionization mass spectrometry',\n", + " 'location': 'Thun',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.22071165e-01 3.35994661e-01 4.83776540e-01 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With team members in Switzerland, Germany, China and the United States, we offer a family of end-user research products and custom instrument designs for OEM partners and research laboratories. TOFWERK is seeking an analytical scientist to develop and demonstrate new applications of our chemical ionization (CI) time-of-flight mass spectrometers (TOFMS), with emphasis on the Vocus PTR-TOF. The scientist will work within our Applications Department in support of our Vocus PTR-TOF and API-TOF product teams. He/she will be independently tasked with increasing the breadth and quality of analyses based on these instruments. The scientist will be active in relevant scientific communities in order to stay updated on trends and advances and to engage potential customers and collaborators. As the company’s expert on CI-TOFMS applications, he/she will communicate the capabilities of TOFWERK technology to prospective customers; lead product demonstrations; represent TOFWERK at international scientific meetings; support the Marketing Department in the production of technical promotional material; and formally present data in conference presentations, research reports, application notes, and peer-reviewed publications. He/she will work with other members of the Applications Department to ensure that all analyses at TOFWERK utilize the best available methods and technology. Based on his/her knowledge of the field and use of TOFWERK technology, the application scientist will provide suggestions and feedback to the Software and R&D Departments regarding potential short- and long-term product improvements and developments. Requirements PhD in Analytical Chemistry or related field 4+ years of experience using mass spectrometry for applied research or sample analysis, including method development Ability to work independently in the laboratory, including: experiment design, sample preparation, operation of scientific equipment, and data interpretation Strong background in data analysis, including statistics and spectral interpretation Interest in interacting with customers and prospective customers Confident and effective communicator Willingness to travel up to 30% per year for scientific conferences and customer site visits at European and international locations Fluency in English Desirable Experience and Expertise Use of any of the following: PTR-MS, chemical ionization MS, TOFMS, real-time trace gas analyzers Expertise in any of the following fields: biogenic VOCs, forensics, fragrances, flavors, breath analysis, atmospheric science Experience running and characterizing prototype scientific equipment Familiarity with any of the following: high vacuum systems, ion optics, ion-molecule reaction chemistry Competence in laboratory electronics and use of diagnostic equipment We Offer Exciting projects in state-of-the-art mass spectrometry An open culture that encourages new ideas A creative international team Flexible work times A bright, spacious workplace on the river in beautiful Thun We look forward to receiving your application at jobs@tofwerk.com. Please send all attachments in pdf format.',\n", + " 'soft_skills': '[\"Research\", \"Collaboration\", \"Communications\", \"Operations\", \"Presentations\", \"Creativity\"]',\n", + " 'hard_skills': '[\"Real Time Data\", \"Product Demonstration\", \"Chemical Ionization\", \"Research Reports\", \"Sample Preparation\", \"Data Presentation\", \"Interactivity\", \"Analytics\", \"Statistics\", \"Vienna Development Methods\", \"Prototype (Manufacturing)\", \"Spectrometer\", \"Activism\", \"Mass Spectrometry\", \"Analytical Chemistry\", \"Instrumentation\", \"Vacuum Systems\", \"Productivity Improvement\", \"IText (Free PDF Software)\", \"Atmospheric Sciences\", \"Electronics\", \"Optics\", \"Survey Data Analysis\", \"Applied Research\", \"Receivables\", \"Chemistry\", \"Sample Analysis\", \"Experience Design\", \"Sampling Design\", \"Residual Gas Analyzer\", \"Peer Review\", \"Application Notes\", \"Long-Term Potentiation\", \"User Research\", \"Application Programming Interface (API)\", \"Integrated Product Team\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '39',\n", + " 'job_title': 'software engineer (.net)',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.56080568e-01 1.93148911e-01 3.77408177e-01 -8.65293667e-02\\n4.31363791e-01 -1.94448575e-01 -1.35949090e-01 4.80250478e-01\\n-3.45974974e-02 -4.28468257e-01 -9.70795155e-02 -2.07912594e-01\\n2.34848745e-02 1.22925222e-01 2.32433602e-01 3.10243011e-01\\n2.81564325e-01 1.33661211e-01 -1.13380089e-01 1.84315562e-01\\n5.61748743e-02 -7.47088343e-02 -6.18350506e-02 6.84396029e-01\\n2.39262298e-01 5.85483201e-02 -3.16057261e-03 -9.37680621e-03\\n-1.32458270e-01 -2.45531991e-01 2.95273215e-01 2.14479044e-02\\n-1.52680144e-01 -2.81649560e-01 1.40669569e-01 7.41659030e-02\\n-1.84494108e-01 1.59350157e-01 -1.13644488e-01 8.25644508e-02\\n-4.75046158e-01 -1.63162991e-01 1.45551771e-01 5.88020682e-02\\n-1.90932542e-01 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You’ll work with business analysts, partners and customers to design reliable, secure and highly efficient systems You’ll work on technical components and participate to code review You’ll be actively involved in the complete project lifecycle, from requirements analysis to final delivery and will cover activities from the tender phase up to support of our solutions. What we offer A challenging and professional working environment in a dynamic team with extensive expertise Exciting projects with latest technologies An organization with flat hierarchies and collaborations across business departments Close contact with customers from various industries Promoting environment with an attractive prospect for your professional and personal development About your profile You hold a MSc or BSc from a leading university or institute of technology. You have minimum 2 years of experience in Microsoft technologies (.NET, WPF, ASP.NET MVC, WCF and RESTful API) Excellent knowledge of relational databases (SQL Server or Oracle) and on object-relational mapping tools (Entity Framework, NHibernate) Good knowledge of web frameworks (Angular JS, Knockout JS or Kendo UI) Experience in automated testing frameworks and continuous integration tools You are fluent in French and English. A level of B2 in German is necessary for this role.',\n", + " 'soft_skills': '[\"Collaboration\", \"Reliability\", \"Professionalism\"]',\n", + " 'hard_skills': '[\"MSC Software\", \"Knockout.js\", \"Tooling\", \"ASP.NET\", \"NHibernate\", \"Kendo UI (User Interface Framework)\", \"Web Frameworks\", \"Automated Testing Framework\", \"Continuous Integration\", \"Industrialization\", \"Tenderizing\", \"Activism\", \"Levelling\", \"Object-Relational Mapping\", \"Entity Framework\", \"Wcf 4\", \"Phase (Waves)\", \"Code Review\", \"Finalization\", \"Angular (Web Framework)\", \"Relational Databases\", \"Requirements Analysis\", \"Personality Development\", \"Microsoft SQL Servers\", \"RESTful API\"]',\n", + " 'languages': \"['English', 'Tajik', 'Southern Sotho']\"},\n", + " {'company_id': '95',\n", + " 'job_title': 'software engineer python',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Investment Banking & Asset Management',\n", + " 'website': '',\n", + " 'jobdescription_embedded': 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-2.84998477e-01\\n-1.60907775e-01 1.63124755e-01 -1.81693763e-01 9.81738716e-02\\n4.39910591e-02 3.35243493e-01 4.85722870e-02 1.18394889e-01\\n2.44057685e-01 2.95635611e-02 -2.14248627e-01 -1.78363383e-01\\n-3.35088402e-01 -1.35779217e-01 -6.89581875e-03 -1.33991510e-01\\n2.15163946e-01 -2.76667833e-01 -3.22432965e-02 -2.22511459e-02\\n-9.53167826e-02 -2.80633450e-01 1.29376590e-01 -8.89542606e-03]]',\n", + " 'job_description': \"Start: As soon as possible Location: Zürich, Switzerland, 100% YOUR ROLE: Develop the back-end for our core technology, which allows us to build investment strategies and forecast models on different asset classes and sell products to our customers. Develop tools for our internal teams (sales, support, operations, finance) to more efficiently run the business, and work closely with our mobile and UI-focused team members to integrate their front-ends with our backend services. Continuously improve and maintain systems to ensure we have high performance, up-time, and strong security in place. WHAT WE OFFER: AI leader: we offer a position at the top of the food chain when it comes to artificial intelligence, especially deep and machine learning in financial services. Modern way of working: we use the latest technologies and offer lots time flexibility to individual team members (it matters ‘what’ you do not ‘when’ in the day). Beautiful office in Zürich, Switzerland: a large open space with a great view on river Limmat to work, interact and socialize with other team members - very close to the train station. International start-up atmosphere: the company languages German and English – our team and Investors are very diversified and work internationally from Switzerland to Germany, from Singapore to Boston. Work with direct impact: Exciting backend challenges to solve that will have very direct impact on our product. Very little red tape. If you like to get things done using the latest in tech rather than talking about it, you'll feel right at home. You work directly with the CTO and other decision makers in the team (very little hierarchy). Great place to work: we are a business with strong values & beliefs - a great, warm-hearted team is waiting for you. Great team: we are very selective – and only hire the best chess players, cyclists or e-sports champions! ;-) WHO YOU ARE: Python is your language: Backend software developer with broad back-end programming skills in Python (Python is really a MUST!) You will also shape the whole architecture of services and data stores that you will eventually own and you have deep and machine learning skills. The ideal degree: Computer Science or related field Innovation: You thrive in a collaborative environment for Innovation involving different stakeholders and subject matter experts. Some financial knowledge would be great. Curiosity is key: We like to learn new, fail fast and explore new territories - so do you? The answer is ‘yes’. Entrepreneurial and Team player: you want to tackle something and write your own story and you have an entrepreneurial team driven mindset - then you'll find a team of like-minded people. HOW YOU APPLY: Interested? Then please send your CV to careers@privatealpha.ch including a short motivation letter /E-mail why you are the person who should take on this role. THE PRIVATE ALPHA TECHNOLOGY TEAM & YOUR IMPACT Private Alpha is a start-up based in Meggen and Zurich, Switzerland. The company revolutionizes how asset management decisions are made. The company is a leader in AI for investments in Switzerland and Germany. As a team member of the technology team, you will work very directly with our CTO and our other teams (product, growth, sales, support, etc.) to improve the experience for our end-customers as well as for our internal users of our technology. WHO WE ARE, THE PRIVATE ALPHA COMPANY: Private Alpha is building the next generation of decision making in asset management based on our AI platform “Caesar”. The technology is a multi-staged combination of financial market indicators for ideal asset allocation while formulating new investment insights through the use of AI. Private Alpha is a founder-owned company with strong investors that has recently won the prestigious award of most innovative FinTech at the Finanzsymposium Alpbach. The company was founded in 2017 and has two mutual funds run under its name. Friendship, respect and ‘radical transparency’ are key elements of the company culture. More insights on our company and our team can be found on LinkedIn and of course on our website.\",\n", + " 'soft_skills': '[\"Decisiveness\", \"Collaboration\", \"Operations\", \"Integration\", \"Decision Making\", \"Innovation\", \"Socialization\", \"Curiosity\", \"Sales\"]',\n", + " 'hard_skills': '[\"Python Server Pages\", \"Tooling\", \"Operations Support Systems\", \"Programming (Music)\", \"Interactivity\", \"Computer Science\", \"Machine Learning\", \"High Performance Computing\", \"Staging\", \"Mutual Fund\", \"Financial Services\", \"Open Space Technology\", \"Customer Development\", \"Python (Programming Language)\", \"Maintainability\", \"E (Programming Language)\", \"Investment Strategy\", \"Financial Market\", \"Investments\", \"Mobility\", \"Asset Classes\", \"Personalization\", \"Artificial Intelligence\", \"Transparency (Human-Computer Interaction)\", \"Asset Management\", \"Front End (Software Engineering)\", \"Indicators (Measuring Device)\", \"Back End (Software Engineering)\", \"Software Development\", \"Forecasting\", \"Operational Data Store\", \"Asset Allocation\", \"Custom Backend\", \"Food Chain\", \"Integrated Product Team\"]',\n", + " 'languages': \"['English', 'Kurdish', 'Hindi', 'Pushto']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'big data analytics consultant (m/f)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.24657977e-01 2.66480863e-01 4.03708637e-01 5.52951731e-02\\n4.74771887e-01 -1.88399032e-01 -5.48370555e-02 2.70024627e-01\\n-1.03801742e-01 -2.47027114e-01 -6.18684962e-02 -2.31567279e-01\\n-2.09308133e-01 -4.63474020e-02 1.93037182e-01 4.56488281e-01\\n1.97904155e-01 5.74505627e-02 -2.20258549e-01 3.89666051e-01\\n1.63357392e-01 1.68488510e-02 -5.21437824e-02 6.25772059e-01\\n3.44795674e-01 7.12243170e-02 -5.07170185e-02 1.14482321e-01\\n-3.25625151e-01 -2.13749915e-01 3.71888340e-01 1.21615261e-01\\n-1.33393362e-01 -3.26863378e-01 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clusters - You will implement and execute data analytics programs - You will create and maintain predictive statistical models - You will prepare and give trainings for external and internal staff on how to best use the cluster and on how to implement business applications leveraging the cluster resources Your skills: - Minimum of 2 years of Big Data experience and minimum of 3 years of programming experience - Must have a University Degree in Computer Science or Statistics / Mathematical Engineering - Experienced in collecting, tracking and documenting business requirements - Experienced in problem parallelization is a plus - Experienced in data analytics, modelling, mining - Experienced concurrent algorithm design - Experienced in applying supervised and unsupervised machine learning methods - Familiarity with Storage and Network Design for Big Data Analytics Clusters a plus - Background and familiarity with IT infrastructure methodologies, processes, and practices including ITSM and ITIL is a plus Your tools: - Know-how of Python, R, Java, C++ and shell scripting - Know-how of any of the tools matplotlib, pandas, numpy, MongoDB, Hive, ElasticSearch, Cassandra, RapidMiner, OpenMPI, Tableau, Qlik is a plus Benötigte Skills ITIL Python Machine Learning JAVA C++ Shell-Scripts',\n", + " 'soft_skills': '[\"Supervision\"]',\n", + " 'hard_skills': '[\"Tableau (Business Intelligence Software)\", \"Tooling\", \"Matplotlib\", \"Apache Cassandra\", \"Advising\", \"Programming (Music)\", \"Shell Script\", \"RapidMiner\", \"Computer Science\", \"Analytics\", \"Collections\", \"Prediction\", \"Machine Learning\", \"Mathematical Statistics\", \"Network Security Design\", \"IT Infrastructure\", \"NumPy\", \"Python (Programming Language)\", \"Maintainability\", \"MongoDB\", \"Tracking (Commercial Airline Flight)\", \"Executable\", \"Statistical Modeling\", \"Machine Learning Methods\", \"Business Requirements\", \"Storages\", \"Apache Hive\", \"R (Programming Language)\", \"Big Data\", \"Resourcing\", \"Algorithm Design\", \"Java (Programming Language)\", \"Pandas (Python Package)\", \"Elasticsearch\"]',\n", + " 'languages': \"['English', 'Bosnian', 'Kannada', 'Xhosa']\"},\n", + " {'company_id': '114',\n", + " 'job_title': 'internship aircraft data analytics (all genders)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Airlines',\n", + " 'website': 'www.swiss.com',\n", + " 'jobdescription_embedded': '[[-2.29393035e-01 4.43029404e-01 4.40452278e-01 -3.24731357e-02\\n5.66313446e-01 -2.51350254e-02 1.98204517e-02 3.56611371e-01\\n1.22777298e-02 -4.18628752e-01 -1.67430475e-01 -2.36365825e-01\\n4.61913869e-02 -1.03002936e-02 1.74019262e-02 4.89437640e-01\\n3.65228653e-01 -6.94839749e-04 -1.41856313e-01 2.21579075e-01\\n1.07669577e-01 -8.39660168e-02 1.62159696e-01 6.96217299e-01\\n3.76103342e-01 -5.83171099e-03 -1.19225569e-02 1.18672609e-01\\n-2.84578562e-01 -2.36485869e-01 5.12948513e-01 4.07894328e-02\\n-1.26270741e-01 -2.03395501e-01 3.53922844e-02 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Within this department, you give support to Operational Engineering, Flight Safety and Aircraft Systems Engineering with various flight data analyses. Furthermore, the department is in charge of developing and monitoring the Aircraft Data Acquisition System (ADAS). Your Duties Process aircraft recorded data for visualization and analytical purposes of various kinds and scopes. Discover and visualize (e.g. Tableau) data trends and possible aircraft system malfunctions through dedicated data analytics. Translate the technical understanding of an Aircraft Systems Engineer to the developers’ programming language for the development of specific applications in collaboration with the development team. Collaborate with Aircraft Systems Engineers, pilots and data scientists in order to build stable applications, ready for operation and suitable for predictive maintenance. Coordinate and implement, together with data owners, the needed processes and governance procedures to accurately define and ensure the overall data flow. Act as a point of contact within SWISS for questions and / or requests regarding predictive maintenance applications and data analytics in general. Support the knowledge management within the different departments at SWISS and LH Group that is needed to understand and maintain the data environment needed for data analytics. Proactively identify opportunities for new data analytics projects in strong collaboration with Aircraft Systems Engineering and the reliability team. Your profile Finished Bachelor or Master degree in Engineering, Mathematics, Data Science, IT or related Fluent German and English language skills (written and oral) Good knowledge of MS Office applications and programming (experience with Python or R is regarded as an advantage) Tableau knowledge is an asset Stress resistant, able to work under high pressure Strong analytical and presentation skills Distinctive consulting skills, flexibility and communication skills at all levels Objective oriented person Interest in / Fascination for aviation and the airline industry Details Employment level: 100% Work place: Zurich Kloten Starting date: March 15. 2020 Duration: 6 months Salary: CHF 2,500.- gross per month with a Bachelor’s Degree CHF 3,000.- gross per month with a Master’s Degree Contacts Technical Doc. & Data Engineering: Mr. Michael Wolf Recruiting Support: Tel. +41 44 564 22 66, recruiting.services@swiss.com You may apply in English or German. About Swiss International Air Lines AG It’s the little differences that make working at SWISS so appealing. The fact, for example, that we treat every detail with care, see quality in terms of hospitality and view nationality through an international lens. In a similar way, we see variety as richness, a job as an experience and SWISS as a world of inspiration. You, too, will be stimulated in our special working environment – one in which, wherever you are, you’ll always feel: Truly SWISS .... where people matter. www.swiss.com',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Collaboration\", \"Proactivity\", \"Coordinating\", \"Governance\", \"Hospitality\", \"Operations\", \"Reliability\", \"Presentations\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Predictive Maintenance\", \"Tableau (Business Intelligence Software)\", \"KM Programming Language\", \"Programming (Music)\", \"Systems Engineering\", \"Analytics\", \"Data Engineering\", \"Industrialization\", \"Visualization\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Chrysler LH Platform\", \"Maintainability\", \"E (Programming Language)\", \"Levelling\", \"Translations\", \"Aircraft Records\", \"Knowledge Management\", \"Data Processing Systems\", \"Data Science\", \"Library For WWW In Perl\", \"Personalization\", \"R (Programming Language)\", \"Service Level Objectives\", \"Quantitative Data Analysis\", \"Appeals\", \"Aviation\", \"Application-Specific Information\", \"Data-Flow Analysis\", \"Acceptance and Commitment Therapy (ACT)\", \"Controllability\", \"General Administrative Support\"]',\n", + " 'languages': \"['English', 'Indonesian', 'Avestan']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'backend sw engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.68256277e-01 2.80966550e-01 3.44677925e-01 5.30506372e-02\\n5.80511034e-01 -2.47638822e-01 7.77832866e-02 2.96363652e-01\\n-1.86372668e-01 -3.81059796e-01 -8.01259801e-02 -1.91526100e-01\\n-1.20249137e-01 4.19630893e-02 6.58501759e-02 2.97487617e-01\\n2.96830416e-01 1.03520900e-01 -2.24871874e-01 3.48558217e-01\\n2.44660843e-02 -2.33520754e-02 -7.16324151e-02 7.10306168e-01\\n3.73393893e-01 7.64411092e-02 -7.30364174e-02 3.10215969e-02\\n-2.69114822e-01 -2.33520836e-01 3.59915376e-01 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for developing, releasing, monitoring and troubleshooting our BI environment. You enjoy learning new things and are passionate about developing new features, maintaining existing code, fixing bugs, and contributing to overall system design. You are a great teammate who thrives in a dynamic environment with rapidly changing priorities. Your profile: Bachelor's or higher degree in computer science or equivalent work experience A minimum of three years of software engineering experience Excellent knowledge with Scala or Java Expert knowledge in an enterprise class RDBMS Demonstrated ability in data modeling, ETL development, and data warehousing Experience with big data technologies, such as Kafka, Spark, and Cassandra Excellent troubleshooting and creative problem-solving abilities and analytical skills Excellent written and oral communication and interpersonal skills Advantage: experience with systems for automating deployment, scaling, and management of containerised applications, such as Kubernetes and Mesos experience with machine learning experience with encryption and cryptography standards Benötigte Skills Scala JAVA ETL Datawarehouse Business Intelligence Kryptografie / Verschlüsselung\",\n", + " 'soft_skills': '[\"Analytical Skills\", \"Management\", \"Problem Solving\", \"Communications\", \"Troubleshooting (Problem Solving)\", \"Creative Problem-Solving\"]',\n", + " 'hard_skills': '[\"Machine Learning Methods\", \"Data Warehousing\", \"Systems Design\", \"Automation\", \"Kubernetes\", \"Scala (Programming Language)\", \"Apache Mesos\", \"Apache Cassandra\", \"Encryption\", \"Cryptography\", \"Maintainability\", \"Computer Science\", \"Java (Programming Language)\", \"Data Modeling\", \"Big Data\", \"Extract Transform Load (ETL)\", \"Software Engineering\", \"Business Intelligence\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'junior data analyst',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.69903481e-01 3.30211699e-01 3.92661035e-01 4.90615964e-02\\n5.56073964e-01 -4.56960872e-02 1.97432823e-02 2.03761920e-01\\n-1.14606410e-01 -2.59626091e-01 -6.09852895e-02 -2.39072815e-01\\n-1.46226600e-01 2.28210520e-02 1.02569878e-01 4.44392890e-01\\n2.21634388e-01 1.38972506e-01 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language (e.g., Python, Java, JavaScript, R) Experience extracting and transforming data sets with SQL Fluency in English, good German skills Nice-to-Have: Experience using Data Warehouse solutions and BI Tools in a business environment with large-scale, complex datasets (e.g. Teradata, AWS RDS, Looker, Tableau, Kibana, MS Excel) Benötigte Skills Englisch MS-Office Python Python R E-commerce Einzel-/Detailhandel JAVA JavaScript Junior Mathematik Datawarehouse Business Intelligence\",\n", + " 'soft_skills': '[\"\"]',\n", + " 'hard_skills': '[\"Development Testing\", \"Data Warehouse Systems\", \"Automation\", \"Python Server Pages\", \"Tableau (Business Intelligence Software)\", \"Tooling\", \"Nice (Unix Utility)\", \"KM Programming Language\", \"Kibana\", \"Computer Science\", \"Analytics\", \"Task Management\", \"Scale (Map)\", \"Operational Efficiency\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Translations\", \"Data Transformation\", \"Dataset\", 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Having been founded in 2016 we have a pretty short company history, but we were already able to build significant market presence in Switzerland and the US. We built what we think is the smartest collection of apps to bring jobseekers and businesses together. From giving people access to more flexible work, to helping companies grow and stabilise their day-to-day operations, we're creating a better way of working in today's on demand economy. In order to strengthen our in-house technology footprint, we are looking for generalist software engineers who will be able to use their broad and diverse experiences to make contributions to various parts of the complete technology stack. The Role You will be responsible for writing code that powers Adia’s platform. As the platform is being continuously improved and features are evolving all the time, you will see and feel your impact almost instantly. Your responsibilities include everything from implementing new applications or services and handling data, to debugging and communicating with internal stakeholders. Being in a small team, you will have a lot of freedom to make your own choices which most of the time comes with a lot of responsibility which you should feel comfortable with In this role you will need to collaborate closely with remote team members provided by our near shoring partner to deliver improvements and new features captured by the ever-growing product backlog. About You You understand rationale behind µservice architecture. You tried it at least once (and potentiallyfailed miserably). You understand the benefits of that architecture as well as the costs it incurs. You don’t necessarily need to be a UX expert, but you can work with one and you don’t shy away from writing code for customer facing applications (regardless of the fact whether it is for the web or for the mobile) You can develop in a cloud-first environment, including all the responsibilities that come with it such as deploying and operating those services in the cloud (in our case its Azure) You have an agile mindset. You are willing to innovate and explore solutions by acting on continuous iterative feedback. You’ll have persistence to stabilise, improve and monitor existing services. You have strong experience in one or more programming languages and remain open to learn new ones (majority of code is in .NET, and JavaScript but nothing is set in stone in the long run) Preferably, you have experience in a web framework like React, Vue or Angular (we primarily use Angular now) You feel comfortable writing and speaking in English at work (at least B2 level) and enjoy working in a multi-cultural environment. You have the right to work in Switzerland or you hold a passport of an EU member state. Our Culture We are open, honest, and motivated. Every day we put all our efforts and brain power to build a great product instead of overgrown egos. We’re an early player in the HR tech space, which brings excitement and purpose to our work. If you’re looking for a place that will help you unleash your superpowers by solving real life problems that are thrown at you, you may be the right fit for the team. Every day we push ourselves to be better than we were the day before. We have an incredible future ahead of us, and we’d love for you to be a part of our journey towards it.\",\n", + " 'soft_skills': '[\"Writing\", \"Collaboration\", \"Communications\", \"Operations\", \"Innovation\", \"Persistence\"]',\n", + " 'hard_skills': '[\"Angular (Web Framework)\", \"KM Programming Language\", \"Economy\", \"Intelligence Data Handling\", \"Backlogs\", \"Acting\", \"Collections\", \"JavaScript (Programming Language)\", \"Vue.js\", \"Web Frameworks\", \"React.js\", \"Footprinting\", \"Iterators\", \"Levelling\", \"Debugging\", \"Software Engineering\", \"Mobility\"]',\n", + " 'languages': \"['English', 'Inupiaq']\"},\n", + " {'company_id': '124',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.12718710e-01 1.10670008e-01 4.75184590e-01 -3.31541561e-02\\n5.69552958e-01 -1.60082176e-01 -7.25976750e-02 4.56851900e-01\\n-9.39485431e-03 -3.46985042e-01 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Our product is transparent and easy to use, while also suited for the demanding investor, who is looking for individual solutions and full control. Investing with True Wealth saves your time and your money. To help us to further develop our digital wealth management solution and bring it to the next level, we are looking for a Software Engineer. Requirements Your profile: You have a strong foundation as a Software Engineer (engineering degree), with an inclination towards functional concepts, types and good software design You are a team player who writes clean and elegant code and shares our passion of building a great platform. You possess strong skills in at least one typed programming language. Experience with Java and TypeScript is an advantage but not necessarily required. You are interested and might be experienced in web application development, from browsers down to the database. You might have business domain knowledge from finance, trading, or portfolio management You are fluent in English and are based in or around Zurich (we offer help with relocation). German skills are an advantage but not required. You need to hold or be eligible for a work permit in Switzerland (e.g. via Swiss or EU/EFTA citizenship) Benefits We offer: Responsibility, ownership and influence on the further development of our best-in-class roboadvice solution. Flexibility, exposure and opportunities to work across the entire stack, depending on preferences and skills. Backend stack: Java 12, Java EE (CDI, JAX-RS, JMS), jOOQ, Wildfly, Lombok, Gradle, Docker, PostgreSQL. Front-end stack: TypeScript, React, Redux. Competitive salary package, solidly financed growth company. Continuous integration, single command deployments. Office in Zürich (near station Zürich Binz SZU, 2 stops from HB). In your application, please include your full CV as well as references and possibly public samples to previous work, e.g. on GitHub. We do not work with recruitment agencies.',\n", + " 'soft_skills': '[\"Typing\", \"Writing\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Web Applications\", \"KM Programming Language\", \"Investment Control\", \"Continuous Integration\", \"Wealth Management\", \"TypeScript\", \"Java EE Application\", \"PostgreSQL\", \"WildFly (JBoss AS)\", \"Gradle\", \"E (Programming Language)\", \"Levelling\", \"Lombok\", \"Software Engineering\", \"Java Message Service (JMS)\", \"Investments\", \"Portfolio Management\", \"Github\", \"Docker (Software)\", \"React Redux\", \"Finance\", \"Experimental Software Engineering\", \"Digitization\", \"Software Design\", \"Front End (Software Engineering)\", \"Software Requirements Specification\", \"Language Experience Approach\", \"Java (Programming Language)\", \"Trade Finance\", \"Web Application Development\", \"Custom Backend\"]',\n", + " 'languages': \"['English', 'Marshallese']\"},\n", + " {'company_id': '31',\n", + " 'job_title': 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target status Document and track implementation status in each country Support countries with technical questions Must Haves: Strong knowledge of data model - data.one Follow-up with Controllers having different cultural background (i.e. worldwide) Proficiency with Excel and the use of databases Excellent communication skills Good organizational skills Start date : ASAP Duration: 3 months with exention opportunities Location: Basel Are you interested to work in this challenging position? Florence Wespiser, MSP Consultant, is looking forward to receiving your complete profile. Please send an e-mail to florence.wespiser@coopers.ch By sending us your CV per E-Mail you are giving us your consent to the processing of your personal data according to our Data Privacy Policy.',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Communications\", \"Organizational Skills\", \"Positivity\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Health Data Specialists\", \"Cost Control\", \"TARGET 3001!\", \"Medical Affairs\", \"Logical Data Models\", \"Track (Rail Transport)\", \"Personalization\", \"E (Programming Language)\", \"Data Modeling\", \"Data Privacy Laws\", \"Receivables\", \"Controllability\"]',\n", + " 'languages': \"['English', 'Avestan', 'Luba-Katanga', 'Church Slavonic', 'Southern Sotho']\"},\n", + " {'company_id': '145',\n", + " 'job_title': 'full - stack software engineer',\n", + " 'location': 'Full-Reuenthal',\n", + " 'industry': 'Advertising & Marketing',\n", + " 'website': 'www.vitamintalent.com',\n", + " 'jobdescription_embedded': 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roadmap every quarter REQUIREMENTS: At least 2-3 years of experience in software engineering with strong computer science fundamentals You've architected, built, scaled and maintained production services You've designed, built and shipped modern, component-based user interfaces You write high quality, well tested code to meet the needs of your users You're passionate about building technology at scale and solving challenges for your customers in creative and innovative ways NICE TO HAVES: You've worked with JavaScript (ES6) and have worked with production scale React apps You're on top of modern JavaScript and frontend best practices You've worked with modern Python and large backend services using technologies such as Flask Experience working with both SQL and no-SQL databases Previous experience working with third-party APIs at scale (such as Facebook Graph API)\",\n", + " 'soft_skills': '[\"Leadership\", \"Writing\", \"Articulation\", \"Trustworthiness\", \"Reliability\", 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Git, Svelte•Excellent communication skills•Experience in dynamic environment•Fluent spoken and written EnglishYour horizonsWe offer you a nice challenge at one of the world's leading companies. Spring Professional provides one of the most comprehensive benefits package in the industry to contract employees! Don't miss it! Next to a fix salary you will gain from nice fringe benefits offered by our client.About Spring ProfessionalAdvance your career, find a job that you love or discover a new opportunity for professional growth – we believe in these goals and work every day to help you achieve them. Spring Professional is a subsidiary of The Adecco Group specialising in temporary and permanent placement of qualified professionals.Find out what we can do for you. Apply for this job, or for one of over 500 other vacancies at SpringProfessional.chYour contactInformation Technology A406, looks forward to answer your questions by phone +41 58 233 4580.You can apply directly online.Please mention reference JN -112019-297967 in your application.JN -112019-297967\",\n", + " 'soft_skills': '[\"Writing\", \"Professionalism\", \"Communications\", \"Operations\", \"Troubleshooting (Problem Solving)\"]',\n", + " 'hard_skills': '[\"System Administration\", \"Nice (Unix Utility)\", \"KM Programming Language\", \"Programming (Music)\", \"Project-Based Solutions\", \"Python (Programming Language)\", \"Git Flow\", \"Cascading Style Sheets (CSS)\", \"Financial Information eXchange (FIX) Protocol\", \"JavaScript (Programming Language)\", \"HyperText Markup Language (HTML)\", \"Web Application Frameworks\", \"Industrialization\", \"React.js\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '55',\n", + " 'job_title': 'software engineer – 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computing architectures “DevOps” Command of C/C++ and Python Knowledge of Unix environment, GNU/Linux Engineering mindset Large data management skills Fluent in written and spoken English Plusses Theoretical knowledge of machine learning methods (deep learning, reinforcement learning, evolutionary computation) Experience of machine learning frameworks (TensorFlow, PyTorch) Experience with containers and orchestration (Docker, Kubernetes, OpenStack) Experience with cluster environments (e.g. SGE, Condor) Experience with GPU programming (Cuda, OpenCL, Metal) Contact E-mail: jobs@nnaisense.com start subject with: [infrastructure engineer] submit both your cover letter and resume in English, PDF format',\n", + " 'soft_skills': '[\"Research\", \"Infrastructure\", \"Integration\"]',\n", + " 'hard_skills': '[\"Kubernetes\", \"Tooling\", \"Graphics Processing Unit (GPU)\", \"Programming (Music)\", \"Computer Science\", \"Data Management\", \"Machine Learning\", \"Nvidia CUDA\", \"OpenStack\", \"Industrialization\", \"Component Object Model (COM)\", \"Association Rule Learning\", \"E (Programming Language)\", \"OpenCL\", \"Minimum Data Set\", \"Machine Learning Methods\", \"Open Source Technology\", \"IText (Free PDF Software)\", \"Docker (Software)\", \"Condor\", \"C (Programming Language)\", \"Metallization\", \"TensorFlow\", \"Deep Learning\", \"Parallel Computing\", \"Clinical Data Management\", \"SliTaz GNU/Linux\", \"PyTorch (Machine Learning Library)\", \"Unix\", \"Documentation Based Coding\"]',\n", + " 'languages': \"['English', 'Luxembourgish', 'Indonesian', 'Akan', 'Welsh']\"},\n", + " {'company_id': '34',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'Staffing & Outsourcing',\n", + " 'website': 'www.darwinrecruitment.com',\n", + " 'jobdescription_embedded': '[[-1.65083453e-01 3.19254458e-01 4.95441109e-01 -3.81989740e-02\\n3.79558653e-01 -1.54357284e-01 -6.61659241e-02 4.67716426e-01\\n2.00597886e-02 -5.06808162e-01 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This business works with a range of companies to help create highly productive digital workplaces. Through a unique combination of real-time analytics, automation and more they can significantly improve the digital employee experience. In this role, you would be responsible for designing, implementing and validating solutions for new features in the Frontend department, whilst maintaining the highest code quality standards by using different metrics. You would help to bring high de-coupling of different frontend components by working with an agile incremental mindset. My customer is ideally looking for someone who has strong experience in Software Engineering with proven Front-end experience. This means a strong background in web technologies with Mobile technology experience being a plus. You would need to have a good programming background in one or more of the following : JavaScript, TypeScript, Java and scala Strong experience with Libraries and frameworks like Angular, jQuery with React being a big plus. Any experience or knowledge with CSS, micro-services, containers and REST is a plus If you are interested in this role and would like to work for an innovative, growing business, please apply as soon as possible and we shall arrange a call at a suitable time to discuss further. Jacob.webster@darwinrecruitment.com',\n", + " 'soft_skills': '[\"Innovation\"]',\n", + " 'hard_skills': '[\"Real Time Data\", \"Automation\", \"Agility\", \"Programming (Music)\", \"Cascading Style Sheets (CSS)\", \"Analytics\", \"TypeScript\", \"Scala (Programming Language)\", \"Component Object Model (COM)\", \"Digital Productions\", \"Maintainability\", \"Library\", \"Idealization\", \"Software Engineering\", \"Mobility\", \"React.js\", \"JQuery\", \"Digitization\", \"JavaScript (Programming Language)\", \"Coupling\", \"Angular (Web Framework)\", \"Front End (Software Engineering)\", \"Validations\", \"Java (Programming Language)\"]',\n", + " 'languages': \"['English', 'Hebrew', 'Azerbaijani', 'Polish']\"},\n", + " {'company_id': '94',\n", + " 'job_title': 'saas & open-data development engineers',\n", + " 'location': 'Rolle',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-8.84736553e-02 2.41919011e-01 6.12432182e-01 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You have been exposed to one or several IAAS & PAAS infrastructures such as AWS, GE-Digital Predix, IBM-BlueMix/Watson, VMware... You are experienced in finding and structuring and collecting different data streams (weather, finance, industrial signals, social events). You strongly believe automated machine learning and artificial intelligence coupled with big data can change the game in many industrial sectors. You worked open-data correlations with industrial signals, weather, events, calendar, financial markets, economic indicators. You applied it to real use case in operations and markets, for energy, utilities, industry, retail, transport or freight sectors. You cooperate with leading partners like GE - Digital, IBM-Analytics, Cisco-IOT with Industry leader customers in EU & US & Asia, like Arcelor, EDF, ALPIQ, ELIOR, METRO... Predictive Layer will bring you a unique opportunity to develop, deploy, or operate leading-edge predictive services for different customers worldwide, on different markets: Energy, Industry, retail, Catering, Transport and many more... At Predictive Layer, We cultivate a team-based environment where we strive for personal growth and a substantial contribution from all our team members. If you desire a career where you can drive innovation while working in an dynamic environment where innovative thinking, creativity and motivation are recognized and rewarded, then come and join us! Back to opportunities Send us your resume - Let's meet! careers@predictivelayer.com Position reference: #2017-OOE-003\",\n", + " 'soft_skills': '[\"Cooperation\", \"Infrastructure\", \"Operations\", \"Creative Thinking\", \"Innovation\", \"Socialization\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Automation\", \"Collections\", \"Analytics\", \"Data Streaming\", \"Prediction\", \"Industrialization\", \"IBM Bluemix\", \"Energy Market\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Component Object Model (COM)\", \"Layering\", \"Weathering\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Cloud Operations\", \"Predix\", \"Financial Market\", \"Machine Learning Methods\", \"Finance\", \"Digitization\", \"Personalization\", \"Cisco Networking\", \"Location-Based Services\", \"Artificial Intelligence\", \"Big Data\", \"Coupling\", \"Operations Management\", \"Economic Indicators\", \"Cultivator\"]',\n", + " 'languages': \"['English', 'Cornish', 'Esperanto', 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We design and implement cluster systems, comprehensive virtualization solutions, enterprise hosting and cloud systems as well as complex LDAP solutions for centralized administration and authentication. We offer an unprecedented environment with a team of absolute open source professionals. We also promote community work and actively support the Open Source movement. Your responsibilities: Implementation of customized solutions based on Python (Django) and/or PHP Collaboration on the development of concepts and requirement specifications Support in customer meetings, assistance in the supervision of existing and new projects Participation in the planning and implementation of the realization Your qualifications: For this job you have knowledge in using well-known Open Source products and Linux/Unix as a working tool. In addition, you shine with us with the following characteristics: Very high degree of independence Profound knowledge of Python or PHP Experience in the development of OOP solutions, knowledge of functional programming desired Knowledge of the entire web application stack (Javascript, HTML, CSS; protocols, SQL databases) Security Know-how (SQL Injection, XSS, …) Modern technologies such as DevOps, Containers, CI/CD are no foreign words. Willingness to assume responsibility Familiarity with other programming languages and environments such as C++, Go or Rust are advantageous What we offer: We offer you a working environment with flexible employment conditions and a relaxed working environment with exceptionally talented employees. Short decision-making paths and the opportunity to take on responsibility quickly characterise our company and are an integral part of our philosophy. It is also important to us to make our contribution to Open Source – therefore we contribute to the Open Source movement at various levels, be it through financial support, sponsoring or participation in development. You interested? Then please send your application documents and the next possible starting date by email to Thomas Köchli. We look forward to getting to know you!',\n", + " 'soft_skills': '[\"Professionalism\", \"Collaboration\", \"Planning\", \"Supervision\", \"Communications\", \"Integration\", \"Decision Making\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Tooling\", \"KM Programming Language\", \"Cascading Style Sheets (CSS)\", \"Virtualization\", \"Clustered File Systems\", \"C++ (Programming Language)\", \"Requirements Specifications\", \"Authentications\", \"SQL Injection\", \"Activism\", \"Python (Programming Language)\", \"Linux\", \"Levelling\", \"Systems Integration\", \"Cloud Platform System\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"PHP (Scripting Language)\", \"Hosting\", \"Django (Web Framework)\", \"Database Security\", \"Open Source Technology\", \"Project-Based Solutions\", \"Ldap Client\", \"JavaScript (Programming Language)\", \"Functional Programming\", \"Additives\", \"Rust (Programming Language)\", \"Unix\", \"SQL (Programming Language)\", 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You enjoy learning new things and are passionate about developing new features, maintaining existing code, fixing bugs, and contributing to overall system design. You are a great teammate who thrives in a dynamic environment with rapidly changing priorities. Your profile: a Bachelor's or higher degree in technical field of study or equivalent practical experience hands-on experience with highly concurrent production grade systems knowledge of at least one modern programming language, such as Go, Java, C++ and Scala, etc. excellent troubleshooting and creative problem-solving abilities excellent written and oral communication and interpersonal skills Ideally: experience with systems for automating deployment, scaling and management of containerised applications, such as Kubernetes and Mesos experience with big data technologies, such as Kafka, Spark, Storm, Flink and Cassandra experience with encryption and cryptography standards Benötigte Skills JAVA Python Englisch Scala Kryptografie / Verschlüsselung Go\",\n", + " 'soft_skills': '[\"Management\", \"Problem Solving\", \"Communications\", \"Troubleshooting (Problem Solving)\", \"Creative Problem-Solving\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Scale (Map)\", \"Systems Design\", \"Automation\", \"Kubernetes\", \"Scala (Programming Language)\", \"Apache Flink\", \"Apache Cassandra\", \"KM Programming Language\", \"Encryption\", \"Cryptography\", \"Python (Programming Language)\", \"Maintainability\", \"Location-Based Services\", \"Java (Programming Language)\", \"Idealization\", \"Big Data\", \"Apache Mesos\"]',\n", + " 'languages': \"['English', 'Catalan', 'Sundanese', 'Turkmen', 'Portuguese']\"},\n", + " {'company_id': '88',\n", + " 'job_title': 'full stack software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.29723415e-01 2.82175958e-01 5.05872488e-01 3.07175005e-03\\n5.28041601e-01 -2.51381129e-01 4.29131910e-02 4.42291528e-01\\n-4.71199378e-02 -4.53217566e-01 3.71953733e-02 -1.95505157e-01\\n-1.22245513e-01 4.21867035e-02 7.03995451e-02 2.28203252e-01\\n2.61599898e-01 2.23329335e-01 -2.62582302e-01 3.67197782e-01\\n9.93298143e-02 -9.05440301e-02 -3.97230685e-03 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-2.34379664e-01 -5.88032492e-02 -8.64266083e-02]]',\n", + " 'job_description': 'You will develop new features for our platform for dietitians using latest web and backend technologies or continue engineering our native mobile apps written in Swift and Java. We have all knowledge in-house and can provide training for your continued development. You may be a great fit for Oviva’s Engineering team, If… You are a gifted Java Engineer, passionate about developing innovative web applicationsYou are a collaborator. You thrive in environments that freely exchange ideas and viewpointsYou are an innovator that believes in making a difference to our clients and having fun doing it Required: BS or MS in Computer Science or equivalent work experience (Juniors welcome if we find proof of potential)Strong Java / object oriented design and development skillsSolid understanding of web standardsSQL proficiency (MySQL experience preferred)Strong communication skillsStrong problem solving skills, adaptable, proactive and willing to take ownership. Desired: Experience with Agile or XP methodologies or related iterative development processesExperience with Java EE, Maven, Git, IntelliJ, Hibernate, XML, SQL, HTML, JavaScript, Angular, AJAX, JSONExperienced with SOA architectures and design patternOviva does not accept agency resumes. Please do not forward resumes to our jobs alias. Oviva does not accept agency resumes. Please do not forward resumes to our jobs alias. Job Type: Full-time Language: English (Required) ',\n", + " 'soft_skills': '[\"Adaptability\", \"Collaboration\", \"Proactivity\", \"Problem Solving\", \"Communications\", \"Innovation\"]',\n", + " 'hard_skills': '[\"MySQL\", \"Agility\", \"Computer Science\", \"Ajax (Programming Language)\", \"Mobile App\", \"Hibernate (Java)\", \"Java EE Application\", \"Iterators\", \"HyperText Markup Language (HTML)\", \"Swift (Programming Language)\", \"Apache Maven\", \"JavaScript (Programming Language)\", \"Object-Oriented Design\", \"Angular (Web Framework)\", \"Git Flow\", \"NGBSS (SOA Integration Framework)\", \"Java (Programming Language)\", \"Extensible Markup Language (XML)\", \"SQL (Programming Language)\", \"Custom Backend\", \"Autodesk Alias\"]',\n", + " 'languages': \"['English', 'Oromo', 'Uighur', 'Xhosa', 'Dzongkha']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'data scientist in tel-aviv',\n", + " 'location': 'Switzerland',\n", + " 'industry': '',\n", + " 'website': '',\n", 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Your role: Lead the development of novel solutions for hard, yet-unsolved problems. Acquire and maintain knowledge of state-of-the-art scientific literature in deep learning and related fields Design and implement scalable ML and DL systems, products, and solutions. Build deep learning-based products on CPUs and GPUs, leveraging latest deep learning and machine learning libraries. Manage, coach, mentor and support less experienced team members as required Your skills: Proven industrial and/or academic machine learning background (e.g., publications in ICCV, CVPR, ECCV, NIPS, ICML) Strong understanding of deep neural networks, machine learning and related fields At least 3 years’ experience Python / C++ Experience working with deep learning frameworks (e.g. Caffe, TensorFlow, etc.) Excel at both individual and team work The following skills are a big plus: Experience building AI systems using one of TensorFlow, PyTorch, MXNet, Theano, Caffe, and other open source frameworks. Solid understanding of underlying techniques in deep learning to build for scalability, and efficiency. Experience building machine learning products. Experience building scalable machine learning and deep learning systems. Your profile: MSc / PhD in related fields from leading universities (graduation with honours is a plus). Expected to be self-driven and motivated, lead and act independently to deliver; support will be provided from an experienced AI Leader as required and requested Ability to quickly understand and pick up new technologies and algorithms',\n", + " 'soft_skills': '[\"Innovation\"]',\n", + " 'hard_skills': '[\"Library Management\", \"MSC Software\", \"Apache MXNet\", \"Theano (Software)\", \"Machine Learning\", \"Industrialization\", \"C++ (Programming Language)\", \"Scientific Literature\", \"Python (Programming Language)\", \"Maintainability\", \"Financial Engineering\", \"E (Programming Language)\", \"Machine Learning Methods\", \"Open Source Technology\", \"Caffe\", \"Scalability\", \"TensorFlow\", \"Production Systems\", \"Deep Learning\", \"Recurrent Neural Network (RNN)\", \"Algorithms\", \"PyTorch (Machine Learning Library)\", \"Acceptance and Commitment Therapy (ACT)\"]',\n", + " 'languages': \"['English', 'Sundanese', 'Chichewa', 'Slovenian']\"},\n", + " {'company_id': '114',\n", 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Within this department, you give support to Operational Engineering, Flight Safety and Aircraft Systems Engineering with various flight data analyses. Furthermore, the department is in charge of developing and monitoring the Aircraft Data Acquisition System (ADAS). Your Duties Process aircraft recorded data for visualization and analytical purposes of various kinds and scopes. Discover and visualize (e.g. Tableau) data trends and possible aircraft system malfunctions through dedicated data analytics. Translate the technical understanding of an Aircraft Systems Engineer to the developers’ programming language for the development of specific applications in collaboration with the development team. Collaborate with Aircraft Systems Engineers, pilots and data scientists in order to build stable applications, ready for operation and suitable for predictive maintenance. Coordinate and implement, together with data owners, the needed processes and governance procedures to accurately define and ensure the overall data flow. Act as a point of contact within SWISS for questions and / or requests regarding predictive maintenance applications and data analytics in general. Support the knowledge management within the different departments at SWISS and LH Group that is needed to understand and maintain the data environment needed for data analytics. Proactively identify opportunities for new data analytics projects in strong collaboration with Aircraft Systems Engineering and the reliability team. Your profile Finished Bachelor or Master degree in Engineering, Mathematics, Data Science, IT or related Fluent German and English language skills (written and oral) Good knowledge of MS Office applications and programming (experience with Python or R is regarded as an advantage) Tableau knowledge is an asset Stress resistant, able to work under high pressure Strong analytical and presentation skills Distinctive consulting skills, flexibility and communication skills at all levels Objective oriented person Interest in / Fascination for aviation and the airline industry Details Employment level: 100% Work place: Zurich Kloten Starting date: March 15. 2020 Duration: 6 months Salary: CHF 2,500.- gross per month with a Bachelor’s Degree CHF 3,000.- gross per month with a Master’s Degree Contacts Technical Doc. & Data Engineering: Mr. Michael Wolf Recruiting Support: Tel. +41 44 564 22 66, recruiting.services@swiss.com You may apply in English or German. About Swiss International Air Lines AG It’s the little differences that make working at SWISS so appealing. The fact, for example, that we treat every detail with care, see quality in terms of hospitality and view nationality through an international lens. In a similar way, we see variety as richness, a job as an experience and SWISS as a world of inspiration. You, too, will be stimulated in our special working environment – one in which, wherever you are, you’ll always feel: Truly SWISS .... where people matter. www.swiss.com',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Collaboration\", \"Proactivity\", \"Coordinating\", \"Governance\", \"Hospitality\", \"Operations\", \"Reliability\", \"Presentations\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Predictive Maintenance\", \"Tableau (Business Intelligence Software)\", \"KM Programming Language\", \"Programming (Music)\", \"Systems Engineering\", \"Analytics\", \"Data Engineering\", \"Industrialization\", \"Visualization\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Chrysler LH Platform\", \"Maintainability\", \"E (Programming Language)\", \"Levelling\", \"Translations\", \"Aircraft Records\", \"Knowledge Management\", \"Data Processing Systems\", \"Data Science\", \"Library For WWW In Perl\", \"Personalization\", \"R (Programming Language)\", \"Service Level Objectives\", \"Quantitative Data Analysis\", \"Appeals\", \"Aviation\", \"Application-Specific Information\", \"Data-Flow Analysis\", \"Acceptance and Commitment Therapy (ACT)\", \"Controllability\", \"General Administrative Support\"]',\n", + " 'languages': \"['English', 'Ossetian', 'Quechua', 'Amharic']\"},\n", + " {'company_id': '112',\n", + " 'job_title': 'retail business analyst (finance)',\n", + " 'location': 'Biel',\n", + " 'industry': 'Consumer Products Manufacturing',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.60366142e-01 4.16198403e-01 5.13007104e-01 -4.58791181e-02\\n5.86787283e-01 -1.44783750e-01 5.34384772e-02 2.81462699e-01\\n-2.46746242e-02 -4.28145021e-01 -1.65418655e-01 -2.21339330e-01\\n1.29661649e-01 3.54477763e-02 1.68049395e-01 3.62080067e-01\\n3.07346046e-01 9.34951827e-02 -1.34250075e-01 3.25294048e-01\\n-2.91972999e-02 -8.59411955e-02 1.84458151e-01 5.66123903e-01\\n3.34935457e-01 7.89068937e-02 2.39256024e-02 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distribution IT team is looking for a new colleague: Retail Business Analyst. As a retail IT Business Analyst, you will be working with business and IT partners to continually implement and improve Retail solutions. You will deliver an integrated Retail solution fitting our group’s needs, focusing on the understanding of business processes focusing especially on financial aspects. Your main task is to deliver parameterization and development as of maintaining support and develop Retail. Establishing user and technical documentation, providing some training and bringing in new ideas based on a solution oriented approach is also part of the job. In addition, you will liaise with internal and external services and will be responsible for application management and the development of identified Retail processes. Your responsibilities • Implement Retail solutions of Brands and countries • Provides support to internal users • Analyze and specifies development enhancements and new functions on Retail platforms • Coordinates, schedules, tests, implements solutions in order to remain on current levels of software utilized in the supported sites • Seek out opportunities to optimize financial processes • Recommend loss prevention measures Profile Bachelor degree or equivalent in business and/or finance • 3- 5 years’ relevant work experience • Retail systems exposure/knowledge. SAP Finance knowledge is a plus. • Cegid CBR system experience a plus • Strong project management skills • Experience with Microsoft Office Suite and Microsoft Operating Systems • Fluent in English and French and/or German Professional requirements Bachelor degree or equivalent in business and/or finance • 3- 5 years’ relevant work experience, Retail systems exposure/knowledge. Languages Fluent in English and French and/or German ',\n", + " 'soft_skills': '[\"Professionalism\", \"Coordinating\", \"Scheduling\", \"Integration\", \"Microsoft Office\"]',\n", + " 'hard_skills': '[\"Utility Software\", \"Operating Systems\", \"Microsoft Operating Systems\", \"Project Management\", \"Finance\", \"Loss Prevention\", \"Business Process\", \"Additives\", \"Maintainability\", \"Levelling\", \"Job Descriptions\", \"SAP Knowledge Warehouse\", \"Technical Documentation\", \"Branding\"]',\n", + " 'languages': \"['English', 'Telugu', 'Chichewa']\"},\n", + " {'company_id': '54',\n", + " 'job_title': 'scientific consultant/field application scientist',\n", + " 'location': 'Basel',\n", + " 'industry': 'Biotech & Pharmaceuticals',\n", + " 'website': 'www.genedata.com',\n", + " 'jobdescription_embedded': '[[-2.32442379e-01 3.07738304e-01 3.99056196e-01 -2.70836577e-02\\n6.56583786e-01 -5.14619537e-02 -3.88629101e-02 2.16710836e-01\\n5.41671105e-02 -3.65262270e-01 -5.75208887e-02 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Precision medicine requires scientists to characterize the genomic profile of patients to better understand patients’ response to new therapies, to efficiently stratify patients for clinical trials or to identify novel biomarkers for patient monitoring. Genedata Profiler, a highly innovative tool in the era of precision medicine, provides a comprehensive, enterprise solution for the processing, management, integration, and analysis of massive amounts of clinical, phenotype, and multi-omic data. The Scientific Consultant is a scientific and technical consultant for our customers. It is a highly dynamic job: you will wear many different hats, interact with many different people such as clinicians, bioinformaticians, and software developers, and use your scientific and technical knowledge to solve real-world scientific problems in precision medicine. This position is especially well-suited for you if you have a scientific/technical background, enjoy variety in your daily work, and want to expand your skill set (scientific, technical, and soft skills). This full-time position is based in Basel, Switzerland and requires regular travel within Europe. Key Responsibilities First and foremost, you will act as an expert in scientific and IT matters related to translational and clinical data analysis in general and the use of our Genedata Profiler software in particular. You will combine this expertise with excellent communication skills and project management know-how to (a) be a vital part of the sales team, (b) propose, plan, execute and manage projects, and (c) support our customers in getting the most out of Genedata Profiler. (a) You will work in tandem with our Business Development Managers in establishing and communicating the value of Genedata Profiler to prospects and customers. Tasks include qualifying customer needs, giving presentations and demos, and managing software evaluation projects. (b) In addition, you will act as scientific consultant for data science projects. For example, you will help our customers with exploratory clinical trial design, identify biomarkers for response or adverse events, conduct mechanistic interpretation of results from mode-of-action studies, and devise stratification strategies based on the results obtained. You will ensure results delivery at the level of excellence that our customers know us for. This involves proper project set up and planning to achieve the customer’s goals; specifying and coordinating and executing the implementation work; guaranteeing adherence to scope, budget and timelines; managing change in the project; controlling the quality of all deliverables; providing customer feedback to product management; and supporting the Profiler team to keep improving our processes. (c) You will establish relationships based on trust with our customers by being their first point of contact and a sparring partner on scientific and technical matters, including user trainings and product support. We want our customers to have excellent translational and clinical data analysis processes, and you will be responsible to help enable this. Further, you will channel the insights gathered through your customer interactions back to our Development and Product Management team, help them to define end-to-end user stories and workflows matching their requirements, thereby assuring that Profiler is developed to maximize value for our customers. In addition to the core responsibilities listed above, we want you to help all of us in the Profiler team to improve, and we count on your knowledge, creativity, and technical skills to further advance our science, marketing, development, and product management. Your Profile Essential Skills and Experience: Excellent communication skills: you will be exposed to a range of different people, so you should feel comfortable interacting with customers at all levels (managers, scientists, and IT experts) and be prepared to constantly communicate internally. Solid scientific background (PhD level preferred) in statistical genetics, bioinformatics, biostatistics, computational biology, machine learning, data science or related field. 3+ years of working experience in translational / clinical research would be a definitive advantage, in particular experience with exploratory clinical trial data, biomarker research, patient stratification & companion diagnostics approaches, ideally at a contract research organization, in a clinic or a pharmaceutical company. If you do not have experience in any of these companies, we look forward to receiving your application if you possess the skills listed below, are a fast learner and wish to quickly delve into the scientific and technical challenges of cutting-edge technologies in the context of Pharmaceutical R&D. Additional Preferred Skills and Experience: Scientific experience and technical skills: Expertise in human genetics or molecular epidemiology, with a strong grasp of genomic approaches, technologies, and analytics to inform clinical trial design and enrichment, e.g. GWAS/RVAS/PheWAS. Profound understanding of biostatistics is essential; experience with methods of causal interference would be desirable. Solid background in oncology and/or immunology would be a plus. Expert knowledge of statistical programming in R is required, as well as working experience with SAS and scripting languages (Python or similar). Project management experience: delivering on time; planning resources and milestones; coordinating teams within and across organizations. Excellent presentation skills. Industry knowledge: You will work with a range of omics technologies and application areas (please see our website for currently supported technologies), so deeper knowledge within a few or broader knowledge across several of them would be desirable. Our customers are mainly pharmaceutical research organizations, thus your experience with pharmaceutical research and the drug discovery process would be valuable to us. The Company Genedata is an exceptional company. With over two decades of success in research informatics due to closely-knit teams of scientists, developers and business experts, Genedata has achieved steady and continuous growth since inception. As a private and majority employee-owned organization, we empower each employee to be a contributing voice in the company operations and evolution. Our collective expertise in research informatics, combined with our open and scalable computational solutions, makes us the leading software provider in R&D informatics for biotech, pharmaceuticals, and related life sciences. We are headquartered in Basel, Switzerland and have subsidiaries in Germany, US, UK, Japan and Singapore. About Genedata Profiler Developed in collaboration with leading pharmaceutical companies, Genedata Profiler provides a comprehensive, scalable and interoperable computational platform that addresses the major challenges associated with omics-based precision medicine. The innovative software platform combines high-performance raw omics data processing pipelines, sophisticated data analyses and unparalleled data visualizations with an advanced distributed data management infrastructure. Genedata Profiler accelerates the genomic profiling of patients, at scale and according to the highest data privacy and regulatory standards. Are you interested? If you are interested in this position, please submit your CV and motivation letter. Genedata only accepts CVs and resumes directly from candidates. Personnel recruitment agencies need not respond. Genedata is an Equal Opportunity Employer.',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Research\", \"Coordinating\", \"Collaboration\", \"Planning\", \"Management\", \"Communications\", \"Timelines\", \"Operations\", \"Presentations\", \"Innovation\", \"Creativity\", \"Positivity\", \"Sales\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Milestones (Project Management)\", \"Genomics\", \"Collections\", \"SAS (Software)\", \"High Performance Computing\", \"Genetics\", \"Python (Programming Language)\", \"Computational Biology\", \"Know Your Customer\", \"Pipelining\", \"Data Visualization\", \"Evaluation Projects\", \"Budgeting\", \"Patient Monitoring\", \"Clinical Research\", \"Project Management\", \"International Communications\", \"Amazon Data Pipeline\", \"Business Development\", \"Technical Consulting\", \"Epidemiology\", \"Product Management\", \"Interactivity\", \"Statistics\", \"Machine Learning\", \"Plan Execution\", \"Industrialization\", \"Levelling\", \"Open Management Infrastructure\", \"Customer Interaction Management\", \"Biostatistics\", \"Electronic Data Processing\", \"Survey Data Analysis\", \"Humanism\", \"Pharmaceuticals\", \"Product Support\", \"B (Programming Language)\", \"Profiling (Computer Programming)\", \"Controllability\", \"Programming (Music)\", \"Analytics\", \"Market Development\", \"Integrity Management\", \"Clinical Trials\", \"Clinical Research Informatics\", \"E (Programming Language)\", \"Resource Planning\", \"Translations\", \"Management Process\", \"Executable\", \"Microsoft Delve\", \"C (Programming Language)\", \"Equalization\", \"R (Programming Language)\", \"Clinical Data Management\", \"Adverse Event Monitoring\", \"Software Development\", \"Phenotyping\", \"Additives\", \"Acceptance and Commitment Therapy (ACT)\", \"Data Analysis\", \"User Story\", \"Life Sciences\", \"Immunology\", \"Informatics\", \"MASSIVE (Software)\", \"Scale (Map)\", \"Contract Research Organization\", \"Agile Edge Technologies\", \"Idealization\", \"Computing Platforms\", \"Data Science\", \"Scalability\", \"Receivables\", \"Adapter Scripting Language\", \"Stratifying\", \"Drug Discovery\", \"Bioinformatics\", \"Interoperability\", \"Workflows\", \"Change Management\"]',\n", + " 'languages': \"['English', 'Arabic']\"},\n", + " {'company_id': '121',\n", + " 'job_title': 'frontend engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': 'www.teralytics.ch',\n", + " 'jobdescription_embedded': '[[-1.23579845e-01 2.93399215e-01 5.25721729e-01 7.85023421e-02\\n4.19699490e-01 -2.49111410e-02 -3.58503014e-02 4.96793211e-01\\n-4.65962850e-02 -5.25776505e-01 5.66240326e-02 -3.19739103e-01\\n-1.27106056e-01 1.03402823e-01 -7.67607242e-04 4.35630441e-01\\n3.35431159e-01 9.88462418e-02 -2.23248124e-01 3.93326521e-01\\n7.20900446e-02 -7.34687746e-02 2.07197875e-01 8.84832740e-01\\n3.73518050e-01 -1.33740097e-01 -4.51790467e-02 5.29524237e-02\\n-2.02978402e-01 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where you will be a part of a very dynamic team fueled by positive energy, enthusiasm and supportive teammates? We are looking for a smart and passionate Frontend Engineer to join our Engineering Team in Zurich. About Teralytics Teralytics is on a mission to change how the world moves. Until now, cities and mobility services have been designed based on assumptions of how officials and companies expect people to move. But, they aren't taking everyone's journey into consideration. As a result, for many, mobility is limited. Not just physically, but socially and economically. It's stopping people from reaching their full potential. Teralytics partners with mobile network operators to solve this problem with the most accurate indicator of people's movement – their mobile devices. It's the one thing everyone has with them at all times. And the cell towers receiving their signals don't discriminate based on device model or apps. Due to its complexity and scale, mobile network data has been nearly impossible to understand or utilize. That's why we've pioneered a way to translate it into actionable insights. For the first time we've unlocked truly inclusive data on people's journeys. Teralytics is backed by leading investors in the mobility and transport space, including Robert Bosch Venture Capital and Deutsche Bahn Digital Ventures, as well as high-profile VC funds, such as Atomico and Lakestar, and we are continuing to grow across the world. Whether at our headquarters in Zurich or in our offices in New York and Singapore, our people are at the core of our mission to shape the future of mobility. Your Role The frontend team is one of the engineering pillars in Teralytics. The team is responsible for building interactive web applications and data visualizations that present the insights from our aggregated and anonymized data on human mobility to customers in an easily understandable, visually appealing and engaging manner. Located in our Zurich office, you will play a central role in the development of these applications. More specifically, your responsibilities will include: Taking ownership of our web applications and shaping their future direction and architecture in close collaboration with product managers and designers Developing new features, components and experiences for our web applications in close collaboration with our data visualisation specialists, designers, data scientists and backend engineers Mocking up and prototyping new functionality, visualizations and applications Designing and developing internal applications in close collaboration with data scientists and backend engineers Working with our reliability engineers for efficient deployment of web applications Tech Stack We like working with modern browsers and technologies. Our tech stack includes tools such as: React, TypeScript, Node.js, D3, SVG, Canvas, WebGL, webpack, PostgreSQL, ClickHouse, Docker, Kubernetes. Open Source As strong believers in open-source we contribute to the community by releasing some of our work as open source projects ( https://github.com/teralytics/ ). Your Profile You are a CH/EU/EFTA citizen or in possession of a valid Swiss work permit Must-have qualifications Professional experience in building web applications with great UI/UX using state-of-the-art technologies, with a demonstrable portfolio Extensive knowledge of the technologies that power the web: JavaScript, HTML, CSS Experience with modern frontend development stacks Know-how in scalable frontend development architectures Fluency with data, databases, data preparation and transformations Eye for aesthetics and fluent user experiences Open mind about technologies and ways of approaching a problem Excitement about the fast moving web development world. You enjoy staying up to date and learning new technologies. Strong English communication skills, attention to detail, and ability to deliver finished projects on your own Preferred qualifications Experience with React, TypeScript, D3 and Node.js Experience with geospatial data, web mapping and geographic visualization Experience with 2D/3D graphics in the browser (SVG, Canvas, WebGL) Experience with functional programming concepts Knowledge of SQL databases, especially PostgreSQL What we offer We offer the chance to be part of an exciting and ambitious start-up that puts its people at the heart of its business. Be part of a diverse, international, cross-disciplinary team of highly motivated, hands-on experts that tackle unique challenges with a positive spirit and lots of fun. We offer a flexible work schedule, a central office location as well as a wide range of benefits and perks, including financial childcare support, additional company holidays, and career development programs. What to expect Teralytics is an equal opportunity employer and we value diversity. We do not discriminate on the basis of race, religion, colour, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.\",\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Aesthetics\", \"Collaboration\", \"Mobile Devices\", \"Communications\", \"Scheduling\", \"Enthusiasm\", \"Presentations\", \"Socialization\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Production Management\", \"Web Applications\", \"Childcare Fundamentals\", \"Disabilities\", \"Kubernetes\", \"Tooling\", \"Hyper SQL Database (HSQLDB)\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Joint Application Design (JAD)\", \"Aggregator\", \"2D Animation\", \"TypeScript\", \"Scale (Map)\", \"Visualization\", \"PostgreSQL\", \"Component Object Model (COM)\", \"Node.js\", \"Venture Capital\", \"Prototyping\", \"D3.js\", \"Translations\", \"Limiter\", \"Web Development\", \"HyperText Markup Language (HTML)\", \"Mobility\", \"Mobile Network Operator\", \"Data 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Despite employing over 14,000 people worldwide, we have remained a family company, and are proud of our close-knit working environment. There are always two sides to working with us - the professional and the personal. Together they add up to a more rewarding career, day in and day out. Role+Responsibilities Collect, analyze and interpret data from various systems (SAP, Data Warehouse, Transport Management System) for supply chain analytics Define new data collection approaches and improve existing ones Analyze patterns and trends in the data for supply chain improvements Visualize and report your derived findings Maintain supply chain master data and assure data quality Qualification+Profile Degree in Mathematics, Computer Science, Statistics or Economics Experience in data models and reporting packages Ability to analyze large datasets and create comprehensive reports An analytical mind with focus on problem-solving, attention to detail Strong verbal and written communication skills Strong knowledge of English Programming skills and experience with SQL, Oracle, Python, SAP BW, SAP analytics cloud, SAP HANA, Data lakes, Tableau Benefits + Perks You will find the security of working for an international family-owned company You will have a wide range of training opportunities You will get flexible working time You will come across a broad range of options for the reconciliation of family and working life Contact us + Apply If this position sounds appealing to you, we would like to hear from you. Please send your CV to Beatrice Jacob and state your salary expectations and earliest possible start date via our job portal at www.endress.com/career',\n", + " 'soft_skills': '[\"Professionalism\", \"Written Communication\", \"Problem Solving\"]',\n", + " 'hard_skills': '[\"Oracle SQL Developer\", \"Data Quality\", \"Tableau (Business Intelligence Software)\", \"Programming (Music)\", \"Computer Science\", \"Collections\", \"Analytics\", \"SAP HANA\", \"Statistics\", \"Supply Chain\", \"Survey Data Collection\", \"Visualization\", \"Computational Mathematics\", \"Industrial Processes\", \"Component Object Model (COM)\", \"M (Programming Language)\", \"Maintainability\", \"Python (Programming Language)\", \"Instrumentation\", \"Transport Management Systems\", \"Dataset\", \"SAP Project System\", \"Library For WWW In Perl\", \"Logical Data Models\", \"Management Systems\", \"Personalization\", \"Reconciliation\", \"Appeals\", \"Economics\", \"Data Lakes\", \"Derivatives\", \"Process Engineering\"]',\n", + " 'languages': \"['English', 'Macedonian', 'Divehi', 'Chuang']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'master data integration engineer',\n", + " 'location': 'Bern',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.09031397e-01 2.86576778e-01 5.84010422e-01 -4.96654399e-02\\n5.52538276e-01 -1.91140592e-01 -1.05004922e-01 2.17947185e-01\\n-3.58377248e-02 -3.50853562e-01 -1.73911348e-01 -3.41806024e-01\\n-7.37481788e-02 1.49130579e-02 2.96316713e-01 3.59328806e-01\\n2.64990717e-01 1.21172190e-01 -1.33099645e-01 3.10553759e-01\\n1.32012770e-01 2.63772719e-02 3.02399080e-02 6.18956089e-01\\n2.99379706e-01 -9.67673492e-04 -8.83044153e-02 -8.80543590e-02\\n-3.03947598e-01 -1.74440265e-01 4.44239616e-01 4.23517972e-02\\n-1.09806888e-01 -3.04692060e-01 3.44010964e-02 8.36837217e-02\\n-3.18673164e-01 -1.13705933e-01 -1.67597651e-01 1.29380211e-01\\n-5.14039397e-01 -3.20091903e-01 1.22377045e-01 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Your responsibilities Contribute in custom implementation of Master Data Integration and distribution solutions between different Group Brands and Countries. Master Data Solution is being custom built using Software AG’s Webmethods EAI product stack and MS SQL database, Goal of this role will be to further implement and extend the solution into new Master Data areas around a central Master Data Hub. Design robust data integration architecture and data models Act as Integration Solution Designer working with Business Analysts and development teams to define end-to-end Integration Solution Design Implementation of Master Data Integration Solutions based on SOA principles and their Data Integration Architecture Assist in Governance of master data, interfaces and their related processes Operational support of the Integration Landscape- infrastructure, solutions and applications assigned to the Services- Integration Competence Center (INTCC) Your profile Degree in information technology or equivalent Technically qualified in the Information technology field (IT degree or Master’s degree) Multiple years of experience in designing and developing Master Data Management (MDM) Integration Solutions Expertise with data modeling and MSSQL relational databases Experience in Software AG Webmethods EAI stack or any other EAI and ESB stacks. Experience as a Java/JEE integration developer and object-oriented programming Experience in developing web applications and frameworks like Angular JS or Webmethods CAF UI Experience in XML/ SOAP/ REST based Webservices Experience with various communication protocols such as HTTP, FTP, AS2 Experience in SAP Integrations and SAP Technology (ABAP, IDOC’S, ALE, RFC etc.) will be an added advantage Experience in at least one messaging Technologies (Webmethods Universal Messaging/Broker, JMS, IBM MQ, Active MQ or any other messaging technology) Familiar with SOA based solutions Experience in operating applications in Unix based environments- shell scripting Ability to work in a team and independently Good analytical skills and solution-oriented Excellent communication skills and Fluent in English and French, German will be an asset Your chance Apply now: jobs@oneagency.ch! Ort: Bern Spezialisierung: JAVA Entwicklung XML JEE/J2EE SQL Sprachen: Deutsch Englisch Job ID: 2416',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Analytical Skills\", \"Customer Service\", \"Governance\", \"Infrastructure\", \"Real Estate\", \"Operations\", \"Integration\", \"Information Technology\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Siebel EAI\", \"Hyper SQL Database (HSQLDB)\", \"Data Management\", \"Pentaho Data Integration\", \"Data Modeling\", \"Branding\", \"Data Hub\", \"Data Integration\", \"Landscaping\", \"AS2\", \"SAP Technology Consulting\", \"Activism\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Web Development\", \"IDoc\", \"Java Message Service (JMS)\", \"Object-Oriented Programming (OOP)\", \"Quality Of Services\", \"Custom Built PC\", \"Project-Based Solutions\", \"AD Model Builder (ADMB)\", \"File Transfer Protocol (FTP)\", \"Logistics\", \"Advanced Business Application Programming (ABAP)\", \"Message Broker\", \"Integrated Services\", \"Angular (Web Framework)\", \"Relational Databases\", \"Solution Design\", \"Data Language Interface\", \"Simple Object Access Protocol (SOAP)\", \"Master Data Management\", \"Centering\", \"Communications Protocols\", \"NGBSS (SOA Integration Framework)\", \"Java (Programming Language)\", \"Extensible Markup Language (XML)\", \"Unix\", \"SQL (Programming Language)\", \"Acceptance and Commitment Therapy (ACT)\"]',\n", + " 'languages': \"['English', 'Igbo', 'Dzongkha', 'Icelandic', 'Persian']\"},\n", + " {'company_id': '3',\n", + " 'job_title': 'big data engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.25972161e-01 1.82309926e-01 4.60240096e-01 3.88041548e-02\\n5.27822554e-01 -2.00513646e-01 3.07385270e-02 3.83118659e-01\\n8.81233513e-02 -3.35077792e-01 -3.31870243e-02 -3.11059833e-01\\n-1.40460432e-01 1.27683818e-01 -8.64985678e-03 3.43016297e-01\\n3.68590027e-01 1.36323437e-01 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We offer a full suite of products and services for App Market Data and Mobile App Intelligence. Bringing a unique combination of technical and business skills together, we provide our customers with a thorough analysis of the latest developments on the app stores and mobile industry. We are a truly international team, with an innovative and fast-paced company culture. As a Data Engineer, you are someone who is passionate about processing large data sets. You will be responsible for building and maintaining data pipelines to support our products and our Data Science team. You will contribute to the entire stack, working with DevOps on maintenance and tuning, alongside collaborating with Data Scientists to build applications and algorithms. To thrive as a member of team 42matters, you must embrace our exciting work-hard, play-hard environment. We're not afraid to move fast and break things as we release, launch, iterate, update and announce; sometimes all in the same day. We're a closely-knit team and, especially at the end of a long day over beers, we feel like we're inventing the future together. Job type: Full-time Location: Zurich Starting date: As soon as possible RESPONSIBILITIES Write data pipelines to extract, transform and load (ETL) data automatically, using a variety of traditional as well as large-scale distributed technologies. Extend and optimize the current system by making the enormous amounts of data accessible for both our data scientists and our products. Help to build a reliable, sustainable and scalable data infrastructure. Requirements 3+ years of work experience as a Data Engineer. Strong experience with big data technologies on Amazon Web Services (e.g. Redshift, EC2, MapReduce, Spark). Strong knowledge of Python programming language. Familiar working with relational data stores (e.g. PostgreSQL, Redshift). Good abilities in DevOps. Fluent English. Ability to work autonomously but also be a strong team player. Self-motivated, team player comfortable in a small, intense and high-growth start-up environment. PREFERRED QUALIFICATIONS Strong educational background: Bachelor/Master degree in CS or other technical/science/math field Proficiency in more than one programming language (Java, Python, Bash). Strong SQL skills and the ability to write and analyze complex SQL queries. Experience designing data models and data warehouses. Ability to identify and resolve performance issues. \",\n", + " 'soft_skills': '[\"Self-Motivation\", \"Writing\", \"Collaboration\", \"Operations\", \"Team Motivation\", \"Reliability\", \"Innovation\"]',\n", + " 'hard_skills': '[\"Accessioning\", \"KM Programming Language\", \"Sustainability\", \"Data Modeling\", \"Data Engineering\", \"Industrialization\", \"Scale (Map)\", \"Mobile App\", \"MapReduce\", \"PostgreSQL\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Maintainability\", \"E (Programming Language)\", \"Data Pipeline\", \"Iterators\", \"Extract Transform Load (ETL)\", \"Mobility\", \"Minimum Data Set\", \"App Store (IOS)\", \"Data Science\", \"Web Services\", \"Bash (Scripting Language)\", \"Big Data\", \"Amazon Web Services\", \"Data Store\", \"Clinical Data Warehouse\", \"Data Infrastructure\", \"Experience Design\", \"Algorithms\", \"Amazon Data Pipeline\", \"Market Data\", \"Amazon Redshift\", \"SQL (Programming Language)\", \"DevOps\"]',\n", 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Our wearable device, smart app and proprietary predictive algorithms empower women by giving them unique clinically researched insights and personalized data about their menstrual cycle, fertile window, and pregnancy delivered in a way that’s convenient and non-invasive. Ava was voted Best of Baby Tech at CES 2017, named a Women’s Health “Editors’ Choice” product and has been honoured as the best Swiss startup in 2017 and 2018. Our current key markets include USA, Germany, Switzerland and UK. Would you like to join us on our challenging adventure? Responsibilities: Migrate our research-database setup to a scalable, containerized environment Bring our job workflow management to the next level (Apache Airflow based) Assure research data quality with Continuous Integration (CI) tools and automated test scripts Improve and maintain MongoDB ingestion scripts Improve our PySpark-based big data ETL pipelines and update our Parquet data lake Monitor compliance and extract properties of our clinical studies (incl. automated reporting) for our Clinical team Verify the AI algorithms of our Data Science team using production data, automate output documentation meeting regulatory requirements About you: Master’s degree in Computer Science or equivalent Strong knowledge in Python is a must; knowledge of Git, PySpark, Scala, OOAD and CI is a plus 2+ years of relevant working experience with cloud based, virtual computer environments Experience with ETL pipelines for large data sets Experience with Spark, MySQL and/or MongoDB Knowledge of machine learning algorithms and tools is a plus Ability to work independently with a high sense of responsibility Fluency in English Swiss or EU/EFTA work permit Would you like to contribute to a highly motivated team, with a lot of space for your own initiatives? If yes, please apply online or send your complete application to recruiting(at)avawomen.com. We appreciate that you share our excitement for Ava. Please be aware that only complete applications (CV and motivation letter) can be considered. Ava – Revolutionizing women’s health Moritz Ritter, System Architect and Data Engineering Manager Should you not hear back from us within 3 weeks your application has unfortunately not been successful for the respective role.',\n", + " 'soft_skills': '[\"Research\", \"Team Motivation\"]',\n", + " 'hard_skills': '[\"Non-Invasive Monitoring\", \"Storage Area Network (SAN)\", \"Automation\", \"Data Quality\", \"MySQL\", \"Tooling\", \"Computer Science\", \"Prediction\", \"Fertilizers\", \"Apache Parquet\", \"Continuous Integration\", \"Apache Airflow\", \"Clinical Study Design\", \"Reproductive Health Care\", \"Pyspark\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Research Quality Framework\", \"Maintainability\", \"MongoDB\", \"Levelling\", \"Test Automation\", \"Containerization\", \"Smart Device\", \"Extract Transform Load (ETL)\", \"Pipelining\", \"Minimum Data Set\", \"Data Science\", \"Virtual Computing\", \"Personalization\", \"Artificial Intelligence\", \"Clinical Research\", \"Digital Health Technologies\", \"Big Data\", \"Scalability\", \"Data Lakes\", \"Test Script\", \"Workflow Management\", \"Algorithms\", \"Scripting\", \"Git Flow\", \"Wearables\", \"Virtual Private Cloud\", \"Regulatory Requirements\"]',\n", + " 'languages': \"['English', 'Kannada']\"},\n", + " {'company_id': '118',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Bern',\n", + " 'industry': 'IT Services',\n", + " 'website': 'www.swisscom.ch',\n", + " 'jobdescription_embedded': '[[-2.09733129e-01 3.50201875e-01 2.88068235e-01 6.78935274e-02\\n5.85411787e-01 -3.34826916e-01 7.13923946e-03 4.90224123e-01\\n-5.37332520e-02 -5.77073276e-01 4.92801815e-02 -1.75621271e-01\\n-6.04336783e-02 1.17440253e-01 1.24078527e-01 3.65275979e-01\\n3.57617319e-01 1.81526050e-01 -1.11316614e-01 4.74624604e-01\\n-9.60416496e-02 -2.01154336e-01 -1.92102343e-02 7.68339336e-01\\n2.58309960e-01 -9.15234685e-02 -9.40391868e-02 6.98386831e-03\\n-2.62272686e-01 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environments – you use state-of-the-art methods and tools. You play a key role in architecture and design discussions and inspire the team and the environment with the solutions you propose. You are committed to collaborative development and continuous delivery and contribute to continuously improving our DevOps capabilities. Leveraging your know-how in modern software architecture and cloud technology, you create innovative and fail-safe solutions for our customers. Thanks to your enthusiasm for new trends and technologies as well as your good communication skills, you help us keep our systems and data secure. Degree (Uni/UAS/technical college) in computer science, business informatics, or related disciplines Several years of experience in software development with Java, preferably in IAM Experienced in using DevOps automation tools for deployment, testing, and monitoring Knowledge of ForgeRock Identity and the Access Management Platform a plus Familiar with agile development methods and environments (Scrum, SAFe) Good German and English',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Collaboration\", \"Operations\", \"Enthusiasm\", \"Innovation\"]',\n", + " 'hard_skills': '[\"AWS Identity And Access Management (IAM)\", \"Automation\", \"Tooling\", \"Continuous Delivery\", \"Computer Science\", \"Data Security\", \"Vienna Development Methods\", \"Dialer Management Platform\", \"Scrum (Software Development)\", \"Business Informatics\", \"Software Architecture\", \"Sage SAFE X3\", \"Unmanned Aerial Systems (UAS)\", \"Software Development\", \"Software Modernization\", \"Java (Programming Language)\", \"Web Access Management\", \"Agile Product Development\", \"DevOps\", \"Cloud Technologies\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '77',\n", + " 'job_title': 'backend engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Computer Hardware & Software',\n", + " 'website': 'www.nanos.ai',\n", + " 'jobdescription_embedded': '[[-9.93610993e-02 1.67789996e-01 4.53946531e-01 -4.33472060e-02\\n3.97099793e-01 -8.52692872e-02 -6.75937310e-02 4.87816244e-01\\n-2.92915013e-02 -4.29475784e-01 -4.19181585e-02 -2.24508286e-01\\n-1.58719450e-01 7.35269561e-02 6.80728406e-02 3.37462664e-01\\n2.93862671e-01 1.14449501e-01 -2.80677438e-01 4.04118955e-01\\n1.58727437e-01 -5.37589714e-02 1.67795599e-01 6.62032604e-01\\n3.95197421e-01 -8.29496980e-03 3.43314558e-02 5.85573614e-02\\n-2.33463258e-01 -2.32918441e-01 4.72242475e-01 1.03322580e-01\\n-8.68875533e-02 -3.84176552e-01 2.06842005e-01 1.89335048e-02\\n-2.15945989e-01 3.69436480e-03 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Nanos is an online platform that makes placing paid advertisements a straightforward process accessible to any small & micro business around the world. We are a privately owned Swiss startup based in Zurich - a dynamic fast-growing team of software engineers, UX designers, business experts and machine learning engineers. Who are we looking for? As part of our growth we are building a fully distributed engineering team, for which we are looking for a Backend Engineer with a minimum of 3 years professional experience. From a cultural point of view, we expect you to bring in a plus with you as we are an inclusive company that thrives from the diversity its employees bring in. As a Backend Engineer, we expect you to be a problem solver before being a code writer. What will you do if you join us? As a backend engineer and being a part of our distributed development team you will be working on different parts of the Nanos platform (Frontend, Backend, Mobile app, Server infrastructure.., etc), where you will be expected to: - Architect and maintain distributed systems, focusing on reliability, security, and scalability - Design and develop highly scalable APIs and services that are used by web and mobile clients Requirements What skills do we expect you to have? With the exponentially growing number of frameworks and languages in software engineering we do not expect you to be an expert in all technologies used at Nanos but we do expect you to be a fast learner and an engineer with a critical and open mindset. Being a part of a rapidly moving industry, we are looking for engineers, who are not afraid to build fast, fail fast and learn from their mistakes. If you decide to join us you might be working on projects with technologies and languages such as: Node.js, MongoDB, Python, PostgreSQL CI/CD: Git, GitHub, Docker, Kubernetes, Jenkins, GitOps Our working language is English and we expect all candidates to be fluent in English. Benefits What are we to offer you? We would be more than happy to hear from you and look forward to have you joining our team where you should expect following benefits and culture: A competitive salary Generous stock option plan 25 vacation days per year Flexible working hours Free choice of hardware Regular experimental time to work on your own ideas Office within 5 min walking distance from Zurich HB Office shut down between Christmas and New Year (to be compensated by working a couple of extra minutes per day over the year, i.e. 15 min in 2018) A very multicultural team Regular team events and parties One ski retreat per year A fully-equipped kitchen and a dining area Big open terrace and a bbq space Free coffee/fruits and soft drinks ',\n", + " 'soft_skills': '[\"Infrastructure\", \"Planning\", \"Reliability\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Advertisement\", \"Kubernetes\", \"Accessioning\", \"Jenkins\", \"Machine Learning\", \"Industrialization\", \"Mobile App\", \"PostgreSQL\", \"Python (Programming Language)\", \"Node.js\", \"Maintainability\", \"MongoDB\", \"E (Programming Language)\", \"Experimentation\", \"Software Engineering\", \"Mobility\", \"Github\", \"Docker (Software)\", \"Scalability\", \"Distributed Development\", \"Incentive Stock Option\", \"Git Flow\", \"Custom Backend\"]',\n", + " 'languages': \"['English', 'Sanskrit', 'Bashkir']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'big data sw engineer',\n", + " 'location': 'Bern',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.01101953e-01 2.05468118e-01 3.38937968e-01 6.27648458e-02\\n5.27831316e-01 -2.44242936e-01 -4.42347862e-02 4.94137406e-01\\n-1.58931017e-01 -2.22726703e-01 -1.85679972e-01 -2.29153544e-01\\n-2.35485375e-01 8.83499682e-02 2.02865213e-01 1.99808836e-01\\n3.66957873e-01 1.75539657e-01 -3.10731858e-01 3.03253353e-01\\n9.57712680e-02 -7.33449981e-02 -6.93250299e-02 5.87042093e-01\\n2.11038351e-01 -7.33086094e-02 -1.07081152e-01 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tasks: In this role you will be working with state of the art cloud technologies to build a big data processing pipeline that handles TBs of raw data and millions of events on a daily basis. You will be responsible to keep the platform highly available, scalable, secure and cost-efficient. Your profile: Bachelor’s degree in Computer Science, or a related field, or equivalent practical experience. Experience with one or more general purpose programming languages including but not limited to: C/C++, Go, Python or Java. Good understanding of cloud architectures, services and container technology. Experience with common cloud platforms (AWS, Azure, GCP). Experience with big-data processing systems featuring ingestion, storage and indexing. Solid communication skills, fluent in English. High level of drive, independence and strong analytical skills. Preferred qualifications: Master’s or PhD degree in Computer Science, further education or experience in engineering, computer science or a related field. Experience in IT security, especially malware analysis. Experience in message passing architectures (e.g. Kafka, RabbitMQ, Redis). Experience in architecting, building and maintaining hybrid cloud environments. Experience with agile development, testing and continuous integration. Benötigte Skills C C++ Go Python Python JAVA CLOUD Englisch Security Test',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Analytical Skills\"]',\n", + " 'hard_skills': '[\"Development Testing\", \"Python Server Pages\", \"KM Programming Language\", \"Agility\", \"Security Testing\", \"Computer Science\", \"Continuous Integration\", \"Python (Programming Language)\", \"Maintainability\", \"E (Programming Language)\", \"Hybrid Cloud Computing\", \"Limiter\", \"Pipelining\", \"Message Passing\", \"Data Processing Systems\", \"RabbitMQ\", \"Indexing\", \"C (Programming Language)\", \"Storages\", \"Scalability\", \"Big Data\", \"Redis\", \"Computer Engineering\", \"Google Cloud Platform (GCP)\", \"Raw Data\", \"Malware Analysis\", \"Language Experience Approach\", \"Java (Programming Language)\", \"Cloud-Native Architecture\", \"Cloud Technologies\"]',\n", + " 'languages': \"['English', 'Chinese', 'Wolof', 'Southern Sotho', 'Kongo']\"},\n", + " {'company_id': '68',\n", + " 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We make our customers successful in the digital world. Within our department Products & Platforms we are looking for new colleagues: Fullstack Software Engineer We are software engineers, Java dudes, Go programmers, Ruby champions, Javascript ninjas and offer a skilled cross functional software engineering team (mobile, web, backend) working on one of the biggest internet platforms in terms of traffic and users in Switzerland: local.ch a modern tech stack running on Kubernetes (moving to GCP) based on Spring Boot, Go, Rails, MongoDB, React, Swift, Kotlin an environment where we practice agile methodologies, do code reviews and live a DevOps culture other nice things like free coffee and fruits, hackdays, table tennis, foosball and a joyful team spirit You are a curious explorer, tech enthusiast, software craftsman, hacker and you impress us with knowledge of modern JavaScript frameworks like React, Vue or Angular HTML and CSS skills to build responsive websites proven Rails experience your willingness to get your hands dirty with backend apps written in Java, Go and writing RESTful APIs passion to explore new and alternative technologies like GraphQL fluent in English, German is a plus Important: We are only able to consider applicants with a valid permit to reside and work in Switzerland or citizens of EU-27. Direct applications are given priority. We will be happy to answer your questions via our WhatsApp chat +41 79 358 35 76. We, Sylvia Ramona Bertele and James Bergamin, look forward to receiving your online application!',\n", + " 'soft_skills': '[\"Writing\"]',\n", + " 'hard_skills': '[\"Advertisement\", \"Kubernetes\", \"Nice (Unix Utility)\", \"Spring Boot\", \"Platform Product Management\", \"Cascading Style Sheets (CSS)\", \"Vue.js\", \"Ruby (Programming Language)\", \"MongoDB\", \"GraphQL\", \"HyperText Markup Language (HTML)\", \"Software Engineering\", \"Mobility\", \"React.js\", \"Swift (Programming Language)\", \"Cross-Functional Coordination\", \"Agile Methodology\", \"Whatsapp\", \"Digitization\", \"JavaScript (Programming Language)\", \"Alternative Technologies\", \"Code Review\", \"JavaScript Frameworks\", \"Receivables\", \"Angular (Web Framework)\", \"Google Cloud Platform (GCP)\", \"Customer Success\", \"Java (Programming Language)\", \"Custom Backend\", \"DevOps\", \"RESTful API\", \"Kotlin\"]',\n", + " 'languages': \"['English', 'Moldovan', 'Komi']\"},\n", + " {'company_id': '145',\n", + 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Are you eager to shape the future of traditional industries like hospitality, retail, manufacturing or transportation using latest mobile technology? We are looking for the most talented and passionate individuals that love to work in demanding and international environments. We are a lean development team that moves fast. We push to production multiple times a day and continuously iterate on our products. This is an exciting time to join if you truly want to be involved in developing the core product at a tech driven company. As a Software Engineer you have the opportunity to work on all of our software stack and learn about state-of-the art web and mobile development. Technologies that you will work on are ElasticSearch, Realm.io, RabbitMQ, Backbone.js, Docker, Saltstack, Amazon Web Services, MySQL and interfacing them with different programming languages like Python, Java, Objective-C and Javascript. Your responsibilities Translate requirements, designs and wireframes into inspiring user experiencesBuild and maintain high-performance, reusable and reliable codeWork closely with other passionate software engineers to develop and ship new features What we look for BSc or MSc degree in Computer Science or related technical field or equivalent practical experienceExperience using RESTful APIs and handling JSON dataYou care about code quality and continuous refactoringProficiency in English as we speak mainly English at work Bonus Points You can show us programming projects that you work on in your free timeWe love an entrepreneurial mindsetWhat we offer youCompetitive salaryDynamic work environmentWeekly Bee-BreakfastFree Coffee, Fresh Fruits and a lot of Snacks Interested? We are looking for passionate, self-driven individuals. Thus we are interested in links/information to any projects you have done inside/outside your day job. Applications over videojobs.ch Job Type: Full-time',\n", + " 'soft_skills': '[\"Reliability\", \"Communications\", \"Hospitality\"]',\n", + " 'hard_skills': '[\"MySQL\", \"KM Programming Language\", \"Programming (Music)\", \"Computer Science\", \"High Performance Computing\", \"Backbone.js\", \"Beekeeping\", \"Industrialization\", \"Objective-C (Programming Language)\", \"Python (Programming Language)\", \"Maintainability\", \"Translations\", \"Iterators\", \"Lean Product Development\", \"Software Engineering\", \"Mobility\", \"RabbitMQ\", \"Docker (Software)\", \"Web Services\", \"Wireframing\", \"Mobile Application Development\", \"JavaScript (Programming Language)\", \"Core Product\", \"Amazon Web Services\", \"RESTful API\", \"Java (Programming Language)\", \"JSON\", \"Elasticsearch\"]',\n", + " 'languages': \"['English', 'Greek', 'Hungarian', 'Divehi']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'performance and capacity software engineer',\n", + " 'location': 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Your responsibilities Regular execution of performance tests Automation of performance testing environments Analysis and presentation of test results, suggestions for improvements Bottleneck analysis, database queries optimization, etc. Full cooperation with the development team to improve the overall product performance Dimensioning and capacity planning for the solution Your profile Master university degree in computer science or equivalent work experience At least 3 years of experience with performance testing Excellent analytic thinking and preciseness Advanced Java knowledge with code profiling, JVM monitoring and tuning Working experience with MySQL/Percona/MariaDB and good knowledge of their internals (e.g., InnoDB engine, Galera replication, etc.) Working knowledge of Linux OS and its monitoring tools Experience with infrastructure deployment automation (e.g. monitoring and deployment using Puppet/Chef/Ansible and Graphite) Knowledge of statistics Fluent in English Your chance Are you interested? Then apply now! Ort: Zürich Spezialisierung: JAVA Entwicklung SQL Sprachen: Deutsch Englisch Job ID: 1297',\n", + " 'soft_skills': '[\"Presentations\", \"Communications\", \"Infrastructure\", \"Cooperation\"]',\n", + " 'hard_skills': '[\"Galera\", \"MySQL\", \"Automation\", \"Tooling\", \"Puppet (Configuration Management Tool)\", \"Capacity Planning\", \"Computer Science\", \"Statistics\", \"Database Queries\", \"Linux\", \"E (Programming Language)\", \"Test Automation\", \"MariaDB\", \"Executable\", \"Chef (Configuration Management Tool)\", \"Analytical Thinking\", \"InnoDB\", \"Performance Testing\", \"Java Virtual Machine (JVM)\", \"Ansible\", \"Secure Network Communications\", \"Dimensioning\", \"Graphite (Software)\", \"Java (Programming Language)\", \"Bottleneck Analysis\", \"SQL (Programming Language)\", \"Profiling (Computer Programming)\", \"Query Optimization\"]',\n", + " 'languages': \"['English', 'Burmese', 'Inuktitut']\"},\n", + " {'company_id': '27',\n", + " 'job_title': 'software 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You will be responsible for elaborating and preparing solution design documentation for change initiatives and also for the development, configuration and maintenance of changes on existing systems and also for introducing new applications and interfaces with other systems. You will be designing and developing highly complex applications with the goal of streamlining business operations and improving overall user and/or customer experience. The ideal candidate is a self-starter with a strong desire to increase efficiency and make an impact while creatively collaborate and execute team goals contributing to the Bank’s vision towards digital transformation. Key responsibilities Prepare the required solution design and design specifications documentation for change initiatives and also develop integrated solutions mainly for middleware and backend applications Undertake the technical ownership of Cembra Money Bank’s middleware and backend applications and micro services Act as a SME and integrator with third parties providing design specifications and also development of backend services Contribute towards the timely completion of development tasks for change initiatives and projects Liaise with production support and operations teams for Troubleshooting of production software and bug fixing (level 3 support) Maintain the highest code quality standards Willing to understand all aspects, functional/business and technical, of the applications on which you work on so that you can be greatly effective Continually learn and apply relevant software development practices, patterns, tools and technologies and actively contribute to the Bank’s technical selections/decisions Your profile Master or Bachelor in Computer Science (or equivalent degree) 7+ years’ of backend or distributed systems Java development knowledge (EE/Spring) Knowledge of messaging systems and experience in designing and implementing ESB/Middleware solutions and applications’ integration Web technologies (SOAP, Rest), experience in Service-Oriented (SOA) and Microservice (MSA) architecture and strong understanding of software design patterns & object oriented principles Working experience with Java applications servers (WAS, JBoss, Tomcat) and relational databases and also knowledge of common networking, infrastructure, operating systems and security fundamentals A solid grasp on software engineering practices (e.g. thorough code reviews, unit tests, deep focus on quality, design documentation) Team player who quickly and easily adapts to changing situations, not afraid to take end-to-end ownership of tasks and responsibilities while displaying genuine commitment Working experience with FE development and javascript frameworks is considered a plus Good communication skills and an open style to provide transparency to management Fluent in English, German is a plus Contact Rahel Züllig HR Manager About Us Cembra Money Bank AG is a leading Swiss provider of consumer finance products and services. Its product range includes personal loans, auto leases and loans, credit cards and insurance sold with those products as well as invoice financing, deposit and savings products. Headquartered in Zurich-Altstetten, the Bank has operations across Switzerland via a network of 16 branches as well as alternative sales channels such as the Internet, credit card partners, independent agents and 4,000 car dealers. Cembra Money Bank AG is an independent Swiss bank and has been listed on the SIX Swiss Exchange since 2013. It has over 880 employees from 37 nations and 911,000 customers. On 1 July 2019 Cembra announced the acquisition of the consumer finance provider cashgate.',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Business Operations\", \"Collaboration\", \"Self Starter\", \"Management\", \"Operations\", \"Integration\", \"Creativity\", \"Troubleshooting (Problem Solving)\", \"Sales\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Tooling\", \"Streamlining\", \"Systems Engineering\", \"Software Development Life Cycle\", \"Unit Testing\", \"Computer Science\", \"Message Handling Systems\", \"Consumables\", \"Middleware\", \"Staging\", \"Credit Card Applications\", \"Activism\", \"Alternators\", \"Software Design Patterns\", \"Maintainability\", \"E (Programming Language)\", \"Design Specifications\", \"Application Servers\", \"Levelling\", \"Digital Transformation\", \"Common Language Infrastructure\", \"Adapters\", \"Network Infrastructure\", \"Microservices\", \"Software Engineering\", \"System Integration Testing\", \"Operating Systems\", \"Java Application Server\", \"Finance\", \"Personalization\", \"Production Support\", \"Object-Oriented Design\", \"Service-Oriented Modeling\", \"Code Review\", \"JavaScript Frameworks\", \"Software Design\", \"Quality By Design (QbD)\", \"Productivity Software\", \"Banking\", \"Software Development\", \"Relational Databases\", \"Solution Design\", \"Loans\", \"Customer Experience\", \"Simple Object Access Protocol (SOAP)\", \"Transparency (Projection)\", \"NGBSS (SOA Integration Framework)\", \"Custom Backend\", \"Java (Programming Language)\", \"Biological Systems Engineering\", \"Acceptance and Commitment Therapy (ACT)\", \"Apache Tomcat\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '96',\n", + " 'job_title': 'data scientist, real world evidence within oncology',\n", + " 'location': 'Basel',\n", + " 'industry': 'Staffing & Outsourcing',\n", + " 'website': 'www.proclinical.com',\n", + " 'jobdescription_embedded': '[[-2.63169497e-01 3.86650473e-01 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The organisation is a global provider of automated laboratory instruments and solutions that develops, produces, markets, and supports automated workflow solutions that empower laboratories to achieve more. This vacancy is an excellent opportunity to work with a highly prestigious organisation whose historic presence has been a cornerstone in the pharmaceutical industry. Job Responsibilities: Ask the right scientific questions, understand the evidence needs for research and development, regulatory, and market access, and ideate and make recommendations on fit-for-purpose data and analytics solutions. Develop strategic plans to access fit-for-purpose data sources to support evidence generation and gain access to data through collaboration or data generation. Develop a comprehensive and deep understanding of the data we work with and foster learning with colleagues using analytical tools and applications to broaden data accessibility and advance our proficiency/efficiency in understanding and using the data appropriately. Stay current with and adopt emergent analytical methodologies, tools and applications to ensure fit-for-purpose and impactful approaches. Apply rigor in study design and analytical methods; plan for data processing; design a fit-for-purpose analysis plan, assess effective ways of presenting and delivering the results to maximize impact and interpretability; implement and/or oversee the study, including its reporting; ensure compliance with applicable pharma industry regulations and standards. Communicate findings to internal stakeholders, regulatory, health technology assessment (HTA) bodies and scientific communities; publish results; participate in external meetings and forums to present your insights (e.g. congress/conference). Collaborate and contribute to functional, cross-functional, enterprise-wide or external data science communities, networks, collaborations, initiatives or goals on knowledge-sharing, methodologies, innovations, technology, IT infrastructure, policy-shaping, processes, etc. to enable broader and more effective use of data and analytics to support the business. Skills and Requirements: MSc or PhD in epidemiology, pharmacoepidemiology, biostatistics, and/or public health (with focus on epidemiology/observational research). Demonstrated track record of designing, developing, executing, and interpreting epidemiological or outcomes research projects, with publications and presentations. Demonstrated experience with managing project scope and driving delivery in an evolving environment. Relevant work experience Good knowledge of drug development and life cycle management. Good therapeutic and disease area knowledge (chronic diseases/oncology preferred). Excellent knowledge in epidemiological methodology and ability to apply it within the pharmaceutical industry. Proven ability to translate and communicate complex study design and findings to diverse audiences. Please note that depending on your experience and qualifications, we may offer one of these titles: Data Scientist, Senior Data Scientist or Principal Data Scientist. Demonstrable multitasking, project management, and execution skills. Good interpersonal skills, including communication, presentation, persuasion, and influence. Good organisational skills, including efficiency, punctuality, and collaboration in a team environment. Proficiency with computer skills, such as MS Office. To Apply: Please click on the Apply button. Please include a short note outlining why you are interested in the role and why you think you are suitable. In case you have difficulty in applying or if you have any questions, please contact Emma Adams at +44 203 854 3893 or upload your CV on our website - www.proclinical.com. A full job description is available on request. Proclinical Staffing is a specialist employment agency and recruitment business, providing job opportunities within major pharmaceutical, biopharmaceutical, biotechnology and medical device companies. Proclinical Staffing is an equal opportunity employer. #LI-EA1 #Biometrics',\n", + " 'soft_skills': '[\"Punctuality\", \"Research\", \"Collaboration\", \"Planning\", \"Management\", \"Communications\", \"Multitasking\", \"Presentations\", \"Innovation\"]',\n", + " 'hard_skills': '[\"Biometrics\", \"Automation\", \"MSC Software\", \"Outliner\", \"Tooling\", \"Accessioning\", \"Epidemiology\", \"Analytics\", \"Project Management Life Cycle\", \"Industrialization\", \"Clinical Study Design\", \"Biotechnology\", \"IT Infrastructure\", \"Outcomes Research\", \"Component Object Model (COM)\", \"External Data Representation\", \"Track (Rail Transport)\", \"Technology Assessment\", \"Oncology\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Instrumentation\", \"E (Programming Language)\", \"Translations\", \"Executable\", \"Chronic Diseases\", \"Medical Devices\", \"Workflow Automation\", \"Cross-Functional Coordination\", \"Library For WWW In Perl\", \"Equalization\", \"Biostatistics\", \"Network Communications\", \"Communication Sciences\", \"Electronic Data Processing\", \"Direct Market Access\", \"Strategic Planning\", \"Pharmaceuticals\", \"Research And Development\", \"Executive Development\", \"Project Management\", \"Public Health\", \"Job Descriptions\", \"Health Technology\", \"Drug Development\", \"Project Scoping\", \"Adoptions\", \"Source Data\", \"Biopharmaceuticals\"]',\n", + " 'languages': \"['English', 'French', 'Serbian', 'Malay', 'Uzbek']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'software engineer .net / c#',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-9.39995795e-02 3.35250646e-01 5.78792751e-01 -1.29941076e-01\\n4.64701653e-01 -3.69766057e-01 1.05191454e-01 3.63712847e-01\\n-5.13378531e-02 -3.42865735e-01 -1.91628918e-01 -2.82905370e-01\\n1.18555920e-02 1.20631464e-01 4.96344790e-02 2.93974698e-01\\n2.87849218e-01 6.71490356e-02 -1.34868041e-01 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The role is permanent position based in Zürich Canton. Your role: Design and develop core components for a PC-based client-server application Develop & implement concepts independently. Carry out feature development of client & / or server: Analysis, conception, design, implementation & unit testing. Perform design & code reviews with team members. Train & support team members in development work when necessary. Work closely with cooperation partners composed of product managers, requirements engineers & development teams for software instruments. Your Skills & Profile: 3 to 5 years of relevant work experience in software engineering environment. Strong practical experience & expertise with the .NET Framework & C#. Solid know-how of phase models & agile methods. Good Knowledge of OOA / OOD, UML & OO implementations. Ideally experienced with WPF, WCF, NHibernate & Autofac. Your Profile: University Degree in Computer Science. Proactive, self-driven & consistently aim to achieve high performance. Fluent English (spoken & written), German language skills are a big plus If you wish to apply, please send us your resume in Word format to sem@helvetica-partners.com You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " 'soft_skills': '[\"Proactivity\", \"Positivity\", \"Cooperation\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Production Management\", \"NHibernate\", \"Unit Testing\", \"Computer Science\", \"UML Tool\", \"High Performance Computing\", \"Requirements Management\", \"Autofac\", \".NET Framework\", \"Component Object Model (COM)\", \"Instrumentation\", \"Idealization\", \"Feature-Driven Development (FDD)\", \"Reporting Application Server\", \"Software Engineering\", \"Wcf 4\", \"Requirements Engineering\", \"C# (Programming Language)\", \"Phase (Waves)\", \"Code Review\", \"Receivables\", \"Concept Analysis\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '41',\n", + " 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The EPFL employs 6,000 people supporting the three main missions of the institutions: education, research and innovation. The EPFL campus offers an exceptional working environment at the heart of a community of 16,000 people, including over 10,000 students and 3,500 researchers from 120 different countries. Software Engineer - Javascript/Scala/Machine LearningYour mission : The IIPP Chair at the College of Management at EPFL Switzerland, is seeking a Software Engineer - Javascript/Scala/Machine Learning to lead the development of a web platform to run the highly-strategic IPRoduct research project http://www.iproduct.io. The IIPP Chair is the Chair of Innovation and Intellectual Property Policy of Prof. de Rassenfosse. The Chair is part of the College of Management at EPFL. Main duties and responsibilities include : Lead the development of a web platform to run the highly-strategic IPRoduct research project http://www.iproduct.io Your profile : Self-motivated and talented software engineer who holds a master’s degree in computer science or related disciplines Two years of experience in web development, including Javascript/HTML5/CSS Two years of experience in back-end development Strong knowledge of object-oriented and functional programming languages (preferably Scala) Keen interest in algorithms and machine learning Some knowledge of MySQL and UNIX Familiar with continuous integrating and delivery (DevOps) We offer : We offer a competitive salary commensurate with skills and experience, and subject to EPFL pay scale. Flexible working conditions in a highly international and stimulating environment. EPFL is a highly international, world-class engineering university. It offers many CS-related events and training and hosts a vibrant entrepreneurial community. EPFL is an equal-opportunity employer. Candidates will be recruited on merit only. If you are a passionate engineer and you fit the above criteria, we want to hear from you! Start date : To be agreed Term of employment : Fixed-term (CDD) Work rate : 70-100% Duration : 1 year, renewable Contact : Remark : Only candidates who applied through EPFL website or our partner Jobup’s website will be considered.',\n", + " 'soft_skills': '[\"Self-Motivation\", \"Research\", \"Management\", \"Communications\", \"Innovation\"]',\n", + " 'hard_skills': '[\"MySQL\", \"Cascading Style Sheets (CSS)\", \"Computer Science\", \"JavaScript Engine\", \"Machine Learning\", \"Continuous Integration\", \"Educational Research\", \"Scale (Map)\", \"Scala (Programming Language)\", \"HTML5\", \"Machining\", \"Web Development\", \"Software Engineering\", \"Hosting\", \"Library For WWW In Perl\", \"Equalization\", \"Intellectual Property\", \"JavaScript (Programming Language)\", \"Object-Oriented Design\", \"Functional Programming\", \"Back End (Software Engineering)\", \"Algorithms\", \"Unix\", \"Web Platforms\", \"DevOps\"]',\n", + " 'languages': \"['English', 'Panjabi', 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Our product is transparent and easy to use, while also suited for the demanding investor, who is looking for individual solutions and full control. Investing with True Wealth saves your time and your money. To help us to further develop our digital wealth management solution and bring it to the next level, we are looking for a Software Engineer. Requirements Your profile: You have a strong foundation as a Software Engineer (engineering degree), with an inclination towards functional concepts, types and good software design You are a team player who writes clean and elegant code and shares our passion of building a great platform. You possess strong skills in at least one typed programming language. Experience with Java and TypeScript is an advantage but not necessarily required. You are interested and might be experienced in web application development, from browsers down to the database. You might have business domain knowledge from finance, trading, or portfolio management You are fluent in English and are based in or around Zurich (we offer help with relocation). German skills are an advantage but not required. You need to hold or be eligible for a work permit in Switzerland (e.g. via Swiss or EU/EFTA citizenship) Benefits We offer: Responsibility, ownership and influence on the further development of our best-in-class roboadvice solution. Flexibility, exposure and opportunities to work across the entire stack, depending on preferences and skills. Backend stack: Java 12, Java EE (CDI, JAX-RS, JMS), jOOQ, Wildfly, Lombok, Gradle, Docker, PostgreSQL. Front-end stack: TypeScript, React, Redux. Competitive salary package, solidly financed growth company. Continuous integration, single command deployments. Office in Zürich (near station Zürich Binz SZU, 2 stops from HB). In your application, please include your full CV as well as references and possibly public samples to previous work, e.g. on GitHub. We do not work with recruitment agencies.',\n", + " 'soft_skills': '[\"Typing\", \"Writing\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Web Applications\", \"KM Programming Language\", \"Investment Control\", \"Continuous Integration\", \"Wealth Management\", \"TypeScript\", \"Java EE Application\", \"PostgreSQL\", \"WildFly (JBoss AS)\", \"Gradle\", \"E (Programming Language)\", \"Levelling\", \"Lombok\", \"Software Engineering\", \"Java Message Service (JMS)\", \"Investments\", \"Portfolio Management\", \"Github\", \"Docker (Software)\", \"React Redux\", \"Finance\", \"Experimental Software Engineering\", \"Digitization\", \"Software Design\", \"Front End (Software Engineering)\", \"Software Requirements Specification\", \"Language Experience Approach\", \"Java (Programming Language)\", \"Trade Finance\", \"Web Application Development\", \"Custom Backend\"]',\n", + " 'languages': \"['English', 'Pashto', 'Letzeburgesch', 'Avaric', 'Aymara']\"},\n", + " {'company_id': 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concrete, actionable recommendations for business or product improvement Your profile: Bachelor's degree in Computer Science, Engineering, Mathematics, MTEC or other quantitative field combined with a passion for solving business problems Proven analytical and quantitative skills and an ability to use hard data and metrics to back up assumptions, develop business cases, and complete root cause analyses Proficient in at least one programming language (e.g., Python, Java, JavaScript, R) Experience extracting and transforming data sets with SQL Fluency in English, good German skills Nice-to-Have: Experience using Data Warehouse solutions and BI Tools in a business environment with large-scale, complex datasets (e.g. Teradata, AWS RDS, Looker, Tableau, Kibana, MS Excel) Benötigte Skills Englisch MS-Office Python Python R E-commerce Einzel-/Detailhandel JAVA JavaScript Junior Mathematik Datawarehouse Business Intelligence\",\n", + " 'soft_skills': '[\"\"]',\n", + " 'hard_skills': '[\"Development Testing\", \"Data Warehouse Systems\", \"Automation\", \"Python Server Pages\", \"Tableau (Business Intelligence Software)\", \"Tooling\", \"Nice (Unix Utility)\", \"KM Programming Language\", \"Kibana\", \"Computer Science\", \"Analytics\", \"Task Management\", \"Scale (Map)\", \"Operational Efficiency\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Translations\", \"Data Transformation\", \"Dataset\", \"Productivity Improvement\", \"Root Cause Analysis\", \"Business Intelligence\", \"Business Requirements\", \"Business Process\", \"E-Commerce\", \"R (Programming Language)\", \"JavaScript (Programming Language)\", \"Technical Solution Design\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Business Development\", \"Business Case\"]',\n", + " 'languages': \"['English', 'Slovak', 'Ossetian', 'Inuktitut']\"},\n", + " {'company_id': '16',\n", + " 'job_title': 'software engineer business data events',\n", + " 'location': 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Together. Avaloq is a value-driven fast-paced fintech company and we are committed to develop the banking technology of tomorrow. Leading banks and wealth managers in all major financial centres rely on our software and services, and this unique community grows every day. Your team The Application Framework Team is mainly responsible for software frameworks used in the Avaloq Banking Suite (ABS) for the business process modelling and data management. We enhance and maintain the frameworks and tools that enable other teams to create and process their business specific logic. The application framework team works on the central core of the ABS. Business Data Events is a newly built, high-volume data streaming platform. It streams all relevant business events from the Avaloq core banking system to a series of microservices. The data streaming platform is designed for high throughput (100 million messages per hour) and for low latency (below 20 ms). Our technology stack is based on Java (Spring Boot), Oracle and PL/SQL, Docker, Kubernetes, Apache Kafka, Google Protocol Buffers, Prometheus, Grafana, Angular and more. Your mission Further develop and optimize the data streaming platform Drive and enhance the core frameworks of Avaloq’s current and future products Participate in architectural design Understand Avaloq’s architectural strategy and translate it to scalable and maintainable solutions Support and consult our stakeholders – customers and internal business teams Constant self-development What you need University degree in Computer Science or equivalent experience Strong software engineering background, including understanding of modern software engineering principles and design patterns Strong analytical, abstract thinking and problem-solving skills Knowledge and hands-on experience in Java Solid understanding of relational databases Strong communication abilities and proficient English language skills You will get extra points for the following Experience with concurrent and distributed systems Experience with Spring Boot Experience with PL/SQL Experience with microservice architectures Understanding of agile methodologies Now let’s talk about perks and compensation With our compensation model, we want to share the success of the company with all our employees. We offer competitive base salaries and if you prove yourself as a super-star, you might be entitled to an extraordinary achievement reward. Place of work Zurich Don’t be shy – apply! Avaloq Evolution AG Kristin Stengel, Talent Acquisition Partner 8027 Zürich www.avaloq.com/en/open-positions Please only apply online. Note to Agencies: All unsolicited résumés will be considered direct applicants and no referral fee will be acknowledged.',\n", + " 'soft_skills': '[\"Writing\", \"Problem Solving\", \"Communications\", \"Positivity\", \"Consulting\"]',\n", + " 'hard_skills': '[\"PL/SQL\", \"Distributed File Systems\", \"Kubernetes\", \"Tooling\", \"Low Latency\", \"Spring Boot\", \"Protocol Buffers\", \"Computer Science\", \"Analytics\", \"Data Streaming\", \"Application Frameworks\", \"Distributed Design Patterns\", \"Data Driven Instruction\", \"Wealth Management\", \"Event Data Recorder\", \"Talent Acquisition\", \"Component Object Model (COM)\", \"Maintainability\", \"Architectural Design\", \"Translations\", \"Apache Kafka\", \"Microservices\", \"Software Engineering\", \"Docker (Software)\", \"Agile Methodology\", \"Business Process\", \"High Throughput Screening\", \"Library For WWW In Perl\", \"Scalability\", \"Clinical Data Management\", \"Grafana\", \"Angular (Web Framework)\", \"Business Events\", \"Relational Databases\", \"Banking\", \"Software Modernization\", \"Java (Programming Language)\", \"Prometheus (Software)\", \"Abstractions\", \"EN 1993 Building Codes\", \"International Business\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '45',\n", + " 'job_title': 'software integration engineer',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'Investment Banking & Asset Management',\n", + " 'website': 'www.evooq.ch',\n", + " 'jobdescription_embedded': '[[-1.68128863e-01 1.47294775e-01 4.35314238e-01 1.03110090e-01\\n5.61902881e-01 -7.97348320e-02 -1.59811065e-01 3.72415334e-01\\n-8.33733752e-03 -3.67878765e-01 -1.52336314e-01 -2.37585738e-01\\n-3.37354131e-02 8.95932764e-02 5.61325066e-02 2.54188120e-01\\n2.37652689e-01 2.88989805e-02 -1.69625893e-01 2.19949186e-01\\n1.11101702e-01 -2.00569499e-02 2.21947238e-01 6.39403701e-01\\n3.54957104e-01 -9.49822739e-03 -5.59865721e-02 8.41386802e-03\\n-1.89814463e-01 -1.63141251e-01 5.26956260e-01 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managers and pension funds. Active in the market since 2011, Evooq’s portfolio of solutions has been developed to empower advisors - from derivative financial instruments to risk intelligence, investment advisory and monitoring tools and more. To date, clients of leading financial institutions have utilized Evooq’s products in the Swiss, EU and Asian markets. We are a human sized company focused on delivering innovative software products that change how wealth management services are delivered to clients. We are looking for smart, pragmatic, clear communicators who like to solve problems with original thinking, drive features, and are able to work as part of an agile and cross-functional team in order to make us collectively stronger. Software Integration Engineer A Software Integration Engineer at Evooq works to onboard banks onto the platform. He has ease with customer contact (technical and business teams), he adapts to various technical setups and organizations in a solution-oriented state of mind. We are looking to hire people who can collaborate on large projects with discussion, review and knowledge sharing to drive features and make us collectively stronger. We are looking for the following specific skills and experience but are happy to talk to people who are bright and have the ability to learn fast. Banking software : Avaloq, Finnova, T24, S2i, Olympic Knowledge in Banking Languages: Java, JavaScript Tools: TDD, junit, git, maven Datastores: Postgres Orchestration: OpenShift, Docker-Swarm Containers: Dockers Optional but valuable skills and experience include: Domain knowledge: financial products, wealth management Agile delivery experience Cloud: AWS, GCP or Azure We are looking for smart, clear communicators who like to solve problems with original thinking, and are able to work as part of a cross-functional team. Start the conversation by clicking “Apply now”. Candidates must have or be eligible for a work permit in Switzerland. Full-time in Lausanne.',\n", + " 'soft_skills': '[\"Collaboration\", \"Communications\", \"Innovation\", \"Complex Problem Solving\"]',\n", + " 'hard_skills': '[\"OpenShift\", \"Tooling\", \"Test-Driven Development (TDD)\", \"Agility\", \"Collections\", \"Docker Container\", \"Junit\", \"Wealth Management\", \"Financial Institution\", \"Business Integration Software\", \"Financial Instrument\", \"Activism\", \"Onboarding\", \"Disciplined Agile Delivery\", \"Docker Swarm\", \"SARS Software Products\", \"Adapters\", \"Investment Advisory\", \"Feature-Driven Development (FDD)\", \"Investments\", \"Apache Maven\", \"JavaScript (Programming Language)\", \"Cross-Functional Team Leadership\", \"Humanism\", \"Banking Software\", \"Asset Management\", \"Google Cloud Platform (GCP)\", \"Banking\", \"Git Flow\", \"Derivatives\", \"Pension Funds\", \"Java Scripting Languages\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '145',\n", + " 'job_title': 'c++ back end software 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Designing software back ends for drone systems requires addressing new and challenging problems such as: (a) defining robust and reliable communication protocols to interact with embedded devices (both on wired and wireless connections), (b) implementing components to retrieve, store, and process significant amount of data in an efficient and responsive fashion, and (c) designing algorithms to easily and safely coordinate the operation of hundreds of drones and other system components. Our software team works on a multitude of challenging and interesting tasks, such as implementing drivers for proprietary embedded platform, defining robust and efficient communication protocols, designing algorithms to retrieve, process, and analyze significant amount of data, and implementing graphical user interfaces for control stations. Verity is the global leader in autonomous indoor drone systems and a leading provider of drone failsafe technology. Founded in 2014, Verity's drones have completed more than 150,000 autonomous flights safely above people, in more than 100 facilities in 20 countries worldwide. Its systems also enable the deployment of dynamic sensors and other payloads anywhere in commercial and industrial facilities. Verity's drones have been used by some of the world's biggest names in entertainment, including Cirque du Soleil and Madison Square Garden, and in global tours of major artists including Drake and Metallica. We are entrepreneurs, engineers, artists, professionals, mathematicians, and designers; all working as one. Do you want to join a fast-moving start-up where your contributions will make a difference? Then join us! Responsibilities. Design and develop robust and efficient solutions for advanced robotic systems Participate in all the stages of the development process, including requirements gathering, design, implementation, testing, review, documentation, and deploymentInteract with other engineering teams to define and review design documentsCooperate with control engineers to design protocols to interact with robotic systems in order to send commands and collect feedback dataCooperate with embedded engineers to understand the constraints of embedded platforms and design smart and reliable embedded applicationsInteract with front end engineers to define the interfaces between back ends and front endsDesign general purpose libraries that can be used across Verity's code base Qualifications. University degree in a relevant field Proven track record in designing and developing industrial-grade software Solid knowledge of software engineering principles In-depth understanding of algorithms and data structures Experience with database design and handling large amount of data is a plus Experience with distributed systems is a plusGood written and spoken English language skillsExcellent knowledge of C++ and STLFamiliar with GDB and other debugging and program analysis toolsKnowledge of libraries such as Boost and Qt and is a plusExperience in Python, C and modern C++ is a plusExperience with PCB schematics and digital communication interfaces (e.g. SPI, CAN, I2C) is a plusTeam player and self-drivenCreative approach to problem solving Benefits. Work in an interdisciplinary, highly-skilled teamCreate ground-breaking systems, used by some of the world's most prominent stage productionsShape the culture and have a significant impact in a rapidly growing young company \",\n", + " 'soft_skills': '[\"Professionalism\", \"Coordinating\", \"Problem Solving\", \"Operations\", \"Reliability\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Control Engineering\", \"System Requirements\", \"Interactivity\", \"Boost (C++ Libraries)\", \"Collections\", \"Digital Communications\", \"Repository Protocol Design\", \"Staging\", \"Industrialization\", \"C++ (Programming Language)\", \"Software Quality Management\", \"Python (Programming Language)\", \"Track (Rail Transport)\", \"E (Programming Language)\", \"Library\", \"Embedding\", \"Program Analysis\", \"Process Driven Development\", \"Database Design\", \"Software Engineering\", \"C (Programming Language)\", \"Robotics\", \"Qt (Software)\", \"Sage SAFE X3\", \"Payloads\", \"Autodesk Design Review\", \"Graphical User Interface\", \"Data Structures\", \"Systems Design\", \"Front End (Software Engineering)\", \"Back End (Software Engineering)\", \"Algorithms\", \"Communications Protocols\", \"Gardening\", \"Algorithm Design\", \"Public Address Systems\", \"Commercialization\", \"B (Programming Language)\", \"User Interface\", \"Debugging\", \"Documentation Based Coding\", \"Controllability\"]',\n", + " 'languages': \"['English', 'Uzbek']\"},\n", + " {'company_id': '68',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Chiasso',\n", + " 'industry': 'Film Production & Distribution',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.10012941e-01 2.50470519e-01 4.47021544e-01 7.62318075e-03\\n4.62903321e-01 -1.23481639e-01 1.25570491e-01 2.44325876e-01\\n3.67624722e-02 -4.38723087e-01 -1.22936435e-01 -2.46223420e-01\\n-9.11628082e-03 -9.29438695e-03 5.71359470e-02 3.63453090e-01\\n2.53457546e-01 -3.03699821e-02 -2.00233787e-01 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While reading key responsibilities of the role, please consider that we value attitude more than your expertise. Are you curious and passionate about working in a constantly evolving and challenging international environment? Even if you dont feel to fit the role 100%, please apply: put your willingness to learn and we will grow together! Key Responsibilities will include Designing, writing and testing clean code using design patterns Create resilient, secure and performant applications able to serve millions of requests per day Contribute in simplifying and improving the infrastructure, always focusing on CI/CD Learn from colleagues and share your knowledge Interact with all stakeholders finding solutions for company evolutions Maintain systems by monitoring, identifying and correcting software defects. Contribute in the R&D of the company stack, proposing effective solutions Constantly updating technical knowledge and skills by attending in-house and/or external courses, reading manuals and accessing new applications Skills and Experience Essential Experience as a Software Engineer programming in Object Oriented languages ( C++, Java, Python etc.) Problem solving capabilities Positive and collaborative attitude Willingness to work inside a team Curiosity and passion for continuous improvement Customer orientation fluency in English What We Offer Working in an international agile environment using eXtreme Programming Bleeding edge technology stack (Docker, Kubernetes, Spring Boot, Vert.x, ReactJS, React Native and more ...) Continuous learning program with internal didactic unit Possibility to join conferences around Europe for continuous improvement Coding Dojo: a weekly training to learn and share coding techniques during office hours Internal technical conference (technical lunch) Flexible working hours Remote working up to 2 days per week Possibility to join the Erasmus program (temporary relocation among our offices) Complimentary fruit, beverages, coffees and a dedicated lounge area Preferential prices reserving through our platform Discounts from external partners Hiring Process Candidates for this position can generally expect a hiring process similar to the following one (please consider that based on location and availability the process can be slightly modified) Qualified candidates receive feedback concerning their application from our Recruiting team Based on role and experience, candidate might be requested to solve a coding exercise to submit on a public repository on Github. Exercise will be assessed by our internal Engineering team Onsite Coding -Techical interview: a coding exercise to solve together pairing with our Engineering team in your favourite programming language, plus a talk about technical stuffs, experiences and analyzing possible production scenarios Youll have the opportunity to meet our technical leaders and understand a little bit more about our continuous learning environment! Follow our technical team! -Blog: https://technology.lastminute.com/ -Twitter: https://twitter.com/lastminute_tech/Qualifications null Additional Information null',\n", + " 'soft_skills': '[\"Reservations\", \"Writing\", \"Collaboration\", \"Infrastructure\", \"Willingness To Learn\", \"Resilience\", \"Problem Solving\", \"Curiosity\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Kubernetes\", \"Accessioning\", \"Spring Boot\", \"Programming (Music)\", \"Agility\", \"KM Programming Language\", \"Interactivity\", \"Object Oriented Programming Language\", \"Distributed Design Patterns\", \"Scholastic READ 180\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"React Native\", \"Maintainability\", \"Agile Edge Technologies\", \"Dojo Toolkit\", \"Software Engineering\", \"Object Constraint Language\", \"Docker (Software)\", \"Beverage Products\", \"Blogs\", \"Continuous Improvement Process\", \"Receivables\", \"Virtual Learning Environments\", \"Additives\", \"Code Sharing\", \"Java (Programming Language)\", \"Vert.x\", \"Extreme Programming\"]',\n", + " 'languages': \"['English', 'Letzeburgesch', 'Chichewa', 'Kazakh']\"},\n", + " {'company_id': '40',\n", + " 'job_title': 'data analyst',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': 'www.epam.com',\n", + " 'jobdescription_embedded': '[[-8.58022720e-02 3.32712084e-01 4.94108289e-01 -1.77620146e-02\\n5.63087642e-01 2.70984918e-02 1.36530504e-01 3.28442276e-01\\n-3.49113182e-03 -2.92604297e-01 -1.99293733e-01 -2.32322410e-01\\n2.59116888e-02 -2.85414737e-02 7.96415284e-02 3.91459495e-01\\n1.77091986e-01 2.46167872e-02 -1.93204746e-01 2.45982379e-01\\n1.89622715e-01 -2.05481425e-01 1.35971785e-01 7.05018997e-01\\n5.88862717e-01 4.01387997e-02 -4.02101642e-03 -1.66107304e-02\\n-2.98135132e-01 -3.87022644e-01 5.56441963e-01 3.69660407e-02\\n-1.24448605e-01 -2.40263909e-01 1.31573409e-01 2.22700894e-01\\n-2.06793636e-01 -7.78195336e-02 -1.31535664e-01 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Responsibilities Design and prepare customer reports, dashboards and analyses; create prototypes; turn models into results Analyze, validate and visualize business data, create value-added solutions Analyze business questions and deliver business answers; translate technical data findings for non-technical teams and vice versa Become a visualization expert to empower the clients understanding their data Provide insights and recommendations for clients based on the analysis Conduct daily contact with customers, fill the role of a consultant Participate in internal knowledge-sharing forums Requirements Bachelor’s/Master’s Degree in Information technology or Economics with a strong IT attitude Work experience in an international enterprise size/servicing company At least 2-3 years of data analysis experience /Tableau/AML Datahub, Global/Business Objects Oracle/ SQL know-how is required Excellent communication skills, ability to work closely to clients Fluent English is a must, both verbal and written Self-motivated personality and excellent problem-solving skills, can-do attitude Excellent time management skills, ability to work effectively with strict deadlines We offer Competitive compensation depending on skills and experience Knowledge-sharing across EPAM's global Tech Communities Unlimited access to LinkedIn learning solutions Relocation support as per EPAM relocation policies EPAM Community with regular corporate and social events Career growth, performance and compensation reviews Additional Please note that any offers will be subject to appropriate background checks We do not accept CVs from recruiting or staffing agencies Due to the Swiss labour legislation we can only accept applicants who have a valid right to work in Switzerland\",\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Self-Motivation\", \"Time Management\", \"Problem Solving\", \"Communications\", \"Socialization\", \"Information Technology\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Technical Translation\", \"Validations\", \"Visualization\", \"Economics\", \"Business Objects Framework\", \"Tableau (Business Intelligence Software)\", \"Oracle SQL Developer\", \"Creating Shareholder Value\", \"Accessioning\", \"Prototyping\", \"Value-Added Services\", \"Personalization\", \"Data Analysis\", \"Legislation\", \"Dashboard\"]',\n", + " 'languages': \"['English', 'Pushto', 'Yiddish', 'Chichewa']\"},\n", + " {'company_id': '64',\n", + " 'job_title': 'back-end software engineer',\n", + " 'location': 'Chiasso',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.35816383e-01 6.42856285e-02 6.17190480e-01 -7.22094923e-02\\n6.01747274e-01 -1.70121282e-01 -1.42338872e-01 4.20830846e-01\\n-7.83537850e-02 -5.50096869e-01 -6.17809072e-02 -1.95279032e-01\\n-3.54207829e-02 1.98555112e-01 4.70523201e-02 4.87554282e-01\\n3.15138310e-01 -1.35895789e-01 -5.76310121e-02 1.52816206e-01\\n2.57867668e-02 -6.72990307e-02 -1.52405679e-01 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Principali responsabilità Designing, writing and testing clean code Create resilient, secure and performant applications Simplifying and improving the infrastructure, focusing on CI/CD Interact with all stakeholders Monitoring, identifying and correcting software defects. Contribute in the R&D Principali caratteristiche richieste Experience as a Software Engineer programming in Object Oriented languages ( Java, Python etc.) Willingness to work inside a team Knowledge of Italian and English Customer orientation',\n", + " 'soft_skills': '[\"Infrastructure\"]',\n", + " 'hard_skills': '[\"Object-Oriented Database\", \"Software Engineering\", \"Python (Programming Language)\"]',\n", + " 'languages': \"['English', 'Kwanyama', 'Urdu']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'data scientist in tel-aviv',\n", + " 'location': 'Switzerland',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.18293035e-01 2.87841141e-01 5.12300014e-01 -7.21083768e-03\\n5.24712682e-01 -1.88244194e-01 -1.17877543e-01 2.70312518e-01\\n-5.77173606e-02 -3.23469400e-01 -1.44767746e-01 -2.39758983e-01\\n-1.33455500e-01 1.63746506e-01 2.24244371e-01 3.49083453e-01\\n2.10390851e-01 4.85742167e-02 -2.19078898e-01 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Your role: Lead the development of novel solutions for hard, yet-unsolved problems. Acquire and maintain knowledge of state-of-the-art scientific literature in deep learning and related fields Design and implement scalable ML and DL systems, products, and solutions. Build deep learning-based products on CPUs and GPUs, leveraging latest deep learning and machine learning libraries. Manage, coach, mentor and support less experienced team members as required Your skills: Proven industrial and/or academic machine learning background (e.g., publications in ICCV, CVPR, ECCV, NIPS, ICML) Strong understanding of deep neural networks, machine learning and related fields At least 3 years’ experience Python / C++ Experience working with deep learning frameworks (e.g. Caffe, TensorFlow, etc.) Excel at both individual and team work The following skills are a big plus: Experience building AI systems using one of TensorFlow, PyTorch, MXNet, Theano, Caffe, and other open source frameworks. Solid understanding of underlying techniques in deep learning to build for scalability, and efficiency. Experience building machine learning products. Experience building scalable machine learning and deep learning systems. Your profile: MSc / PhD in related fields from leading universities (graduation with honours is a plus). Expected to be self-driven and motivated, lead and act independently to deliver; support will be provided from an experienced AI Leader as required and requested Ability to quickly understand and pick up new technologies and algorithms',\n", + " 'soft_skills': '[\"Innovation\"]',\n", + " 'hard_skills': '[\"Library Management\", \"MSC Software\", \"Apache MXNet\", \"Theano (Software)\", \"Machine Learning\", \"Industrialization\", \"C++ (Programming Language)\", \"Scientific Literature\", \"Python (Programming Language)\", \"Maintainability\", \"Financial Engineering\", \"E (Programming Language)\", \"Machine Learning Methods\", \"Open Source Technology\", \"Caffe\", \"Scalability\", \"TensorFlow\", \"Production Systems\", \"Deep Learning\", \"Recurrent Neural Network (RNN)\", \"Algorithms\", \"PyTorch (Machine Learning Library)\", \"Acceptance and Commitment Therapy (ACT)\"]',\n", + " 'languages': \"['English', 'Danish', 'Tsonga']\"},\n", + " {'company_id': '51',\n", + " 'job_title': 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In this position, you will take responsibility for one of our data and AI driven products. We seek an enthusiastic team player with great initiative and a get-it-done attitude. You must be able to handle a fast-paced work environment while juggling several different tasks at the same time. You also must have an eye for detail and high standards, with highly developed critical thinking, interpretive and analytical skills, and the ability to communicate product vision across multiple cross-functional teams. Key responsibilities Drive your products within the agile development teams, specifying business requirements, prioritizing user stories, supporting development, setting KPIs, proactively approaching users and stakeholders, collecting feedback and acting on it; Work together with our Data Architecture teams to ensure data quality, consistency and traceability; Discover, define and drive implementation of new product features, or evolving existing ones through working with our Data Sciences and other internal stakeholders; Sette hypotheses, test assumptions and break down complex problems into small steps; Take responsibility for the user experience and collaborate with designers and users to create the most appropriate solutions of our users; Be an expert in your product field, including technologies, competitors, and usage model trends; Work on multiple products simultaneously in a fast-paced, dynamic, and energetic environment; Act as the spokesperson for your products and drive feature adoption. Requirements Minimum three years of working experience, either as a product manager or similar position, ideally with a focus on data products; Good understanding of data architecture in both structured and unstructured data sources; Good understanding of machine learning concepts in general, more specific recommendation algorithms; Good understanding of web technologies and APIs; Experience in defining technical specifications describing requirements for data transfer, transformation and storage, with attention to big data topics, Comfortable in working with machine lear Strong analytical skills and independent, entrepreneurial approach; Working language is English - solid communication skills in English, both written and verbal are an absolute must. Benefits 25 days' vacation per year and Christmas office closure; Participation into the company's annual bonus scheme; Access to the latest equipment and international working environment; Professional development opportunities; Plenty of social & fun benefits: Christmas party, summer barbecue, monthly happy hour; Fruits & snacks in the kitchen as well as much tea & coffee as you like; In-house well being activities including free weekly yoga; A huge variety of self-organized activities from ski trips and football to French club. How to apply Please submit your application in English. Applicants must be Swiss or EU citizen, or have a valid Swiss work permit.\",\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Complex Problem Solving\", \"Analytical Skills\", \"Sourcing\", \"Energetic\", \"Collaboration\", \"Proactivity\", \"Communications\", \"Critical Thinking\", \"Socialization\", \"Prioritization\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Data Architecture\", \"Production Management\", \"Data Quality\", \"Accessioning\", \"User Story\", \"Product Management\", \"Acting\", \"Collections\", \"Open Access\", \"Scheme (Programming Language)\", \"Activism\", \"Yoga\", \"Machining\", \"Idealization\", \"Development Support\", \"Hostile Work Environment\", \"Machine Learning Methods\", \"Unstructured Data\", \"Traceability\", \"Data Science\", \"Professional Development Programs\", \"Business Requirements\", \"Storages\", \"Acceptance and Commitment Therapy (ACT)\", \"Data Transformation Services\", \"Big Data\", \"Cross-Functional Team Leadership\", \"Transformation (Genetics)\", \"Data Transfer Object\", \"Statistical Hypothesis Testing\", \"User Experience\", \"Eyes\", \"New Product Development\", \"Agile Product Development\", \"Adoptions\"]',\n", + " 'languages': \"['English', 'Limburger', 'Western Frisian', 'Navaho', 'Maldivian']\"},\n", + " {'company_id': '14',\n", + " 'job_title': 'computer vision researcher/engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.17035726e-01 2.98950672e-01 4.69268471e-01 -8.73681381e-02\\n5.13036072e-01 -2.32685223e-01 -9.23216119e-02 4.52893853e-01\\n-1.51256517e-01 -3.85924488e-01 -1.29038885e-01 -2.83279926e-01\\n-1.48410395e-01 2.11731523e-01 1.44315660e-01 5.19022346e-01\\n2.31461331e-01 5.25986701e-02 -4.14509892e-01 4.25563246e-01\\n2.55281657e-01 -1.20303407e-01 -9.82607622e-03 6.96228087e-01\\n4.30570960e-01 -7.75224641e-02 1.63752076e-04 2.52568841e-01\\n-2.30209127e-01 -2.83672243e-01 4.30388540e-01 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focusing on cutting edge problems. You have extensive experience in Computer Vision with specialization in at least one of the following areas: Dense Mapping Design and implement advanced algorithms for reconstructing dense 3D models of large-scale indoor environments using depth sensors. 3D Scene Understanding Design and implement 3D scene segmentation algorithms based on depth, motion or texture data. Machine learning Detecting known objects and use priors to complete un-observed parts of the object. Your Qualifications:Expert knowledge in at least one area listed below: Fluent in C/C++ (programming and debugging) Experience working with OpenCV Knowledge of parallel computing, OpenCL, GPGPU is a plus Knowledge software optimization and embedded programming is a plus Your Education: MS in Computer Science or Electrical Engineering Ph.D. is preferred What we offer: Nice environment to deploy your enthusiasm for computer vision challenges and cutting-edge technologies Highly skilled team of researchers, scientists and engineers Flexible working hours Should you have any further questions, feel free to reach out to: hr@astrivis.com',\n", + " 'soft_skills': '[\"Research\", \"Enthusiasm\"]',\n", + " 'hard_skills': '[\"Nice (Unix Utility)\", \"Programming (Music)\", \"pH Meters\", \"Computer Science\", \"Texturing\", \"OpenCV\", \"Machine Learning\", \"Scale (Map)\", \"Computer Vision\", \"Component Object Model (COM)\", \"Knowledge Management Software\", \"Optimization Software\", \"Agile Edge Technologies\", \"OpenCL\", \"Embedding\", \"C (Programming Language)\", \"Electrical Engineering\", \"3D Modeling\", \"Parallel Computing\", \"Algorithms\", \"Mapping\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"Software Plus Services\", \"Debugging\"]',\n", + " 'languages': \"['English', 'Nepali']\"},\n", + " {'company_id': '9',\n", + " 'job_title': 'software engineer frontend (m/w)',\n", + " 'location': 'Switzerland',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.29411924e-01 3.69570881e-01 4.05117869e-01 -9.23201814e-02\\n4.00253803e-01 -1.96479231e-01 -3.31471823e-02 4.53161091e-01\\n-8.15106258e-02 -3.87246817e-01 -8.96338522e-02 -2.40364134e-01\\n-1.78286508e-01 5.12044504e-02 1.76763207e-01 3.77947927e-01\\n3.02914709e-01 1.31900102e-01 -2.00987652e-01 3.42699260e-01\\n7.53284618e-02 -8.97139087e-02 -2.94442456e-02 7.02488601e-01\\n3.25351417e-01 1.07417889e-02 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'job_description': 'Adfinis SyGroup is a leading open source systems integrator focusing on Linux-based solutions. We design and implement cluster systems, comprehensive virtualization solutions, enterprise hosting and cloud systems as well as complex LDAP solutions for centralized administration and authentication. We offer an unprecedented environment with a team of absolute open source professionals. We also promote community work and actively support the Open Source movement. Your responsibilities: Implementation of customer-specific solutions based on EmberJS, HTML, CSS Collaboration on the development of concepts and requirement specifications Support in customer meetings, assistance in the supervision of existing and new projects Participation in the planning and implementation of the realization Your qualifications: For this job you have knowledge in using well-known Open Source products and Linux/Unix as a working tool. In addition, you shine with us with the following characteristics: Very high degree of independence Profound knowledge of all web technologies (Javascript, HTML, CSS, REST, etc.) Experience in the development of OOP solutions, knowledge of functional programming desired Knowledge of the entire web application stack (Javascript, HTML, CSS; protocols, SQL databases) Security Know-how (SQL Injection, XSS, …) Know-how in User Interaction and User Experience Design Willingness to take on responsibility Familiarity with other programming languages and environments such as C++, Go or Rust are advantageous What we offer: We offer you a working environment with flexible employment conditions and a relaxed working environment with exceptionally talented employees. Short decision-making paths and the opportunity to take on responsibility quickly characterise our company and are an integral part of our philosophy. It is also important to us to make our contribution to Open Source – therefore we contribute to the Open Source movement at various levels, be it through financial support, sponsoring or participation in development. You interested? Then please send your application documents and the next possible starting date by email to Thomas Köchli. We look forward to getting to know you!',\n", + " 'soft_skills': '[\"Professionalism\", \"Collaboration\", \"Planning\", \"Supervision\", \"Communications\", \"Integration\", \"Decision Making\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Tooling\", \"KM Programming Language\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Virtualization\", \"Clustered File Systems\", \"C++ (Programming Language)\", \"Requirements Specifications\", \"Authentications\", \"SQL Injection\", \"Activism\", \"Linux\", \"Levelling\", \"Systems Integration\", \"Cloud Platform System\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"Hosting\", \"Database Security\", \"Open Source Technology\", \"Project-Based Solutions\", \"Ldap Client\", \"JavaScript (Programming Language)\", \"User Experience Design (UX)\", \"Functional Programming\", \"Experience Design\", \"Additives\", \"Rust (Programming Language)\", \"User Experience\", \"Unix\", \"SQL (Programming Language)\", \"Object-Oriented Programming (OOP)\"]',\n", + " 'languages': \"['English', 'Volapük', 'North Ndebele']\"},\n", + " {'company_id': '105',\n", + " 'job_title': 'frontend engineer (m/f)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Internet',\n", + " 'website': 'www.smallpdf.com',\n", + " 'jobdescription_embedded': '[[-4.26356867e-02 2.17359364e-01 5.42060494e-01 -5.14482819e-02\\n4.81459022e-01 -2.47155696e-01 7.70751685e-02 3.83561611e-01\\n-7.61580393e-02 -4.18908447e-01 -1.47926528e-02 -3.62792462e-01\\n-9.29435715e-02 1.75257578e-01 5.87201007e-02 3.43884677e-01\\n2.85040706e-01 1.12520024e-01 -2.44654283e-01 3.55138689e-01\\n2.96462566e-01 -1.12063155e-01 4.66714986e-02 6.95091784e-01\\n4.14578646e-01 -9.51050743e-02 -5.16524464e-02 -1.53855786e-01\\n-3.06625158e-01 -2.67285466e-01 4.19684708e-01 -3.26246917e-02\\n-5.62880151e-02 -4.05230820e-01 8.40772465e-02 1.87225621e-02\\n-2.44043529e-01 -2.15876698e-01 1.30531646e-03 2.38969445e-01\\n-4.90683615e-01 -2.87727356e-01 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The 5-year-old company is one of the most recognized and awarded startups in Switzerland and has the ambition to simplify the life of its customers. As a senior team full of passion for design, engineering, and business we create remarkable user experiences. Join our cross-functional team and have a direct impact on how over 20 million users worldwide work with documents. Our team enjoys open-source, adopting the latest technologies and solving tricky frontend challenges to create outstanding user interfaces. As a Frontend Engineer at Smallpdf, you will work closely with the team to improve and extend our product. What you will do: Team up with our designers and developers to create great user experiences and reliable interfaces Work closely with our team to tie the front-end to our back-end infrastructure Implement new features and improve existing ones We use the latest technologies, including: ES6 Webpack React Redux Redux-Saga Check our stack via https://stackshare.io/smallpdf/frontend Requirements 3+ years of experience in developing web-based user interfaces Outstanding skills in Javascript (including some knowledge in Node.js) An obsession for interactions, animations, and visual details CSS, TDD, Git and Linux experience Experience with React is a plus Can excel independently and have a sense of ownership for your own work Fluent English Based in Zurich or willing to relocate Swiss or EU passport holder (or other permits that allow you to work in Switzerland) Benefits The chance to personally impact a successful & rapidly growing startup Opportunity to solve tricky frontend challenges using modern technologies Work in small teams that have direct impact on tools that are used by million of users Become part of a highly motivated and international team that pushes boundaries Fun company events, such as snowshoe hikes in the Swiss Alps, wake-surfing on lake Zurich, after work BBQs and more! Free German language course Regular Hack Days to challenge yourself Nice rooftop office in central Zurich If you like the job apply here please: https://apply.workable.com/smallpdf/j/62E4A9510C/apply/ By sending your application you allow Smallpdf to handle and store your data.',\n", + " 'soft_skills': '[\"Infrastructure\", \"Reliability\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Test-Driven Development (TDD)\", \"Nice (Unix Utility)\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Visualization\", \"Component Object Model (COM)\", \"Node.js\", \"Linux\", \"Web Development\", \"React.js\", \"Open Source Technology\", \"IText (Free PDF Software)\", \"React Redux\", \"Webpack\", \"Animations\", \"Personalization\", \"JavaScript (Programming Language)\", \"Cross-Functional Team Leadership\", \"Civil Engineering Design\", \"Front End (Software Engineering)\", \"Back End (Software Engineering)\", \"Language Experience Approach\", \"Git Flow\", \"User Experience\", \"User Interface\", \"Adoptions\"]',\n", + " 'languages': \"['English', 'Yiddish', 'Volapük']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'it project manager for data analysis 100% (m/f/d)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': 'www.haysplc.com',\n", + " 'jobdescription_embedded': '[[-1.42762199e-01 3.82178932e-01 5.31461596e-01 -3.62440869e-02\\n4.76268142e-01 -1.55882537e-02 4.52619120e-02 4.96076703e-01\\n-1.80580154e-01 -5.86280584e-01 6.92058429e-02 -1.25717968e-01\\n2.01034367e-01 2.14188039e-01 1.74855039e-01 4.77071762e-01\\n2.48044357e-01 3.92324999e-02 -1.89950764e-01 2.97135144e-01\\n1.71825901e-01 -2.04139099e-01 1.63787797e-01 6.77214444e-01\\n5.05341947e-01 1.89277008e-02 -7.54329190e-02 -5.03591746e-02\\n-1.26381636e-01 -2.85719275e-01 4.96361881e-01 -5.82685471e-02\\n-6.29100651e-02 -1.05489992e-01 -2.04720702e-02 -5.51342107e-02\\n-3.08564395e-01 -1.78622484e-01 -1.61988884e-01 4.53207046e-02\\n-4.06613231e-01 -1.04752399e-01 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structures for all ongoing key IT projects Review and suggest improvements to current external hiring process to ensure proper information flow Create executive-level presentation on final findings My qualifications Rigorous analytical and conceptual thinking with an entrepreneurial mindset and advanced knowledge of MS-Office, particularly Excel Academic degree in Business Administration, Engineering, Science, or equivalent education (UNI/FH) Consulting or project management background Able to adapt quickly to new topics and stakeholders Able to interact professionally and independently with various internal stakeholders on different hierarchy levels Strong written and verbal communication skills in English and German My benefits Interesting project in an international company About Hays IT specialists hold all the cards: for its customers in industry and the public sector, Hays is looking for motivated employees who like looking at the bigger picture and growing with new challenges. We make sure that you benefit from our many years of experience in IT recruitment and will find you the right role to suit your skills and interests – all completely free of charge to you. Register with us and reap the benefits of job offers that are both interesting and relevant to your skills and experience. My contact at Hays My contact person Nicoletta Marciello Reference number 447367/1 Contact E-Mail: nicoletta.marciello@hays.ch',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Adaptability\", \"Professionalism\", \"Business Administration\", \"Presentations\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Data Processing Systems\", \"Estimators\", \"Conceptualization\", \"Employee Motivation\", \"Resourcing\", \"Project Management\", \"Personalization\", \"Interactivity\", \"E (Programming Language)\", \"Levelling\", \"Analytics\", \"Cost Structures\", \"Industrialization\", \"Finalization\"]',\n", + " 'languages': \"['English', 'Icelandic']\"},\n", + " {'company_id': '109',\n", + " 'job_title': 'data scientist (analytics)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Enterprise Software & Network Solutions',\n", + " 'website': 'www.starmind.ai',\n", + " 'jobdescription_embedded': '[[-2.10179746e-01 1.94211572e-01 4.47810352e-01 7.11169317e-02\\n4.75101680e-01 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Our platform helps expedite people's advancement by exploring undocumented human intelligence and enabling real-time access to skills, knowledge, and solutions within corporations, communities, and, since we like to think of the bigger picture: the world. We are backed by some of the best VC investors in Europe, becoming one of the fastest growing AI companies in Europe; and are rapidly expanding our team with the crème de la crème from AirBnB, Twitter, SalesForce, Zuora and many more. Do you have what it takes to help us shape the future of AI? Watch this video to find out how Starmind works! What You Will Do You analyse the data generated by our application and generate insights into where and how machine learning algorithms could be applied to improve the user experience. You identify the most important KPIs to measure the performance of our existing algorithms and set up automatic monitoring and reporting for these metrics. You advise our developers on how to log data so that the usage and usefulness of all features can be measured. You work with our DevOps to improve the accessibility and scalability of our logs and databases. Who You Are You are fluent in SQL (e.g. MySQL). Experience with ElasticSearch and/or NoSQL databases is a plus. You can write code for data processing in Python (using data analysis libraries such as pandas). You have experience with data visualization (for example using matplotlib or Grafana). You are always curious to try out new tools and libraries for the analysis and visualization of data. You follow new developments in AI and understand how machine learning algorithms can help to analyse data. You have a sharp eye for irregularities in a dataset and you will leave no stone unturned when looking for the cause of an anomaly. You have a good understanding of statistics, in particular regarding hypothesis tests and statistical significance. You desire to work in a small, agile team environment. You communicate proactively and work independently. The Bounty A dynamic, young company where input is welcomed and acted upon High level of personal responsibility and independence A challenging and exciting mission within an innovative and multi-cultural environment The opportunity to work with some of the smartest and most innovative people in the market If this sounds like you, let’s solve the riddle and apply (written in English or German) - We’re very excited to meet you.\",\n", + " 'soft_skills': '[\"Communications\", \"Writing\", \"Proactivity\", \"Innovation\"]',\n", + " 'hard_skills': '[\"MySQL\", \"NoSQL\", \"Matplotlib\", \"Accessioning\", \"Advising\", \"Corporate Communications\", \"Tooling\", \"Agility\", \"Acting\", \"Statistics\", \"Machine Learning\", \"Visualization\", \"New Business Development\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Logging\", \"Library\", \"Levelling\", \"Data Visualization\", \"Machine Learning Methods\", \"Personalization\", \"Machine Learning Algorithms\", \"Scalability\", \"Human Intelligence\", \"Electronic Data Processing\", \"Humanism\", \"Grafana\", \"Statistical Hypothesis Testing\", \"Algorithms\", \"User Experience\", \"Eyes\", \"Pandas (Python Package)\", \"SQL (Programming Language)\", \"Data Analysis\", \"DevOps\"]',\n", + " 'languages': \"['English', 'Latvian', 'Kikuyu']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'software back-end engineer (m/w)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.71552032e-01 2.91270584e-01 3.82932365e-01 -6.69109868e-03\\n3.55228841e-01 -2.36295044e-01 2.26878119e-03 3.73446047e-01\\n-7.57382885e-02 -2.04707831e-01 -3.22159790e-02 -2.29785040e-01\\n-3.30118656e-01 -6.83388487e-02 1.30850390e-01 4.15461659e-01\\n2.63428152e-01 1.37489960e-01 -2.57047325e-01 3.84930313e-01\\n2.22024724e-01 -7.94562511e-03 -2.06433833e-01 6.13091886e-01\\n4.15168166e-01 6.67720009e-03 -1.12058461e-01 7.38009950e-03\\n-3.43387604e-01 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Responsibilities: - Design and enhance an intuitive, easy-to-use API (used by our own front-end and by third-party applications) - Collaborate closely with fellow engineers, data scientists, and business people - Contribute your ideas to our product development and system architecture Requirements: - BSc or MSc in Computer Science or equivalent - Proficiency in at least one object-oriented programming language (preferably Python) and at least one scripting language - In-depth understanding of basic data structures and algorithms - Familiarity with software engineering best practices (clean code, code review, test-driven development, ...) and version control systems - Experience with web development, API design, and third-party integration - Advanced knowledge of relational databases - Some experience with the technologies we’re using is a plus: - Python, Django, Flask, SQLAlchemy, Pytest - PostgreSQL, PostGIS - JavaScript, Angular, HTML5, CSS3, Bootstrap - Git, Bitbucket, CircleCI - Worked previously in ‘agile’ team(s) and are looking forward to doing it again, - Are comfortable working in English and German; you have a great read, good spoken command of it. Benötigte Skills Englisch JavaScript Angular HTML5 CSS3 Bootstrap PostgreSQL Python',\n", + " 'soft_skills': '[\"Collaboration\", \"Integration\"]',\n", + " 'hard_skills': '[\"Bitbucket\", \"Control Systems\", \"MSC Software\", \"Test-Driven Development (TDD)\", \"Agility\", \"Circleci\", \"API Design\", \"Computer Science\", \"Object Oriented Programming Language\", \"Good Agricultural Practices\", \"Data Engineering\", \"Version Control\", \"PostgreSQL\", \"Python (Programming Language)\", \"HTML5\", \"Systems Architecture\", \"Web Development\", \"Flask (Web Framework)\", \"Software Engineering\", \"Django (Web Framework)\", \"Object-Oriented Programming (OOP)\", \"Bootstrap (Front-End Framework)\", \"JavaScript (Programming Language)\", \"SQLAlchemy\", \"Code Review\", \"Adapter Scripting Language\", \"PostGIS\", \"Data Structures\", \"Front End (Software Engineering)\", \"Angular (Web Framework)\", \"Relational Databases\", \"Algorithms\", \"Git Flow\", \"Application Programming Interface (API)\", \"Agile Product Development\"]',\n", + " 'languages': \"['English', 'Sindhi', 'Panjabi']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'software engineer (m/f)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.31415814e-01 3.55438679e-01 4.90337342e-01 -8.28324631e-02\\n4.08656746e-01 -2.28473857e-01 1.64905354e-01 2.89817214e-01\\n-8.06796551e-02 -2.90651083e-01 -6.01219200e-02 -3.21930230e-01\\n-1.71051055e-01 1.57934474e-03 1.58764392e-01 3.11463714e-01\\n2.03134492e-01 7.47852325e-02 -1.82910338e-01 2.49574170e-01\\n-1.85994953e-02 1.70398671e-02 -2.73172185e-03 4.96231019e-01\\n4.56043839e-01 6.33839443e-02 -4.92315441e-02 1.41917884e-01\\n-2.73578554e-01 -2.19693109e-01 2.76706129e-01 9.42966267e-02\\n-4.16554436e-02 -2.30465025e-01 5.47328517e-02 4.45727445e-02\\n-1.98416874e-01 -6.13118112e-02 1.26664594e-01 1.02333128e-01\\n-2.85203815e-01 -2.79903561e-01 9.85285342e-02 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knowledge of Ruby on Rails or any other framework - Experience with relational databases (e.g. PostgreSQL) - Experience building large-scale applications - On top of software design and web trends - Familiar with GitHub work flow - Strong communication skills in English and German Benötigte Skills Englisch PostgreSQL Ruby Support',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Infrastructure\", \"Professionalism\"]',\n", + " 'hard_skills': '[\"Scale (Map)\", \"Github\", \"Ruby (Programming Language)\", \"Software Development\", \"Relational Databases\", \"PostgreSQL\", \"Maintainability\", \"Electricity\", \"E (Programming Language)\", \"Web Trends\", \"Ruby On Rails\", \"Technical Support\", \"Customer Requirements Analysis\", \"Software Design\", \"Mobility\"]',\n", + " 'languages': \"['English', 'Japanese', 'Southern Sotho', 'Hausa', 'Limburgan']\"},\n", + " {'company_id': '41',\n", + " 'job_title': 'software engineer - javascript/scala/machine learning',\n", + " 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The EPFL employs 6,000 people supporting the three main missions of the institutions: education, research and innovation. The EPFL campus offers an exceptional working environment at the heart of a community of 16,000 people, including over 10,000 students and 3,500 researchers from 120 different countries. Software Engineer - Javascript/Scala/Machine LearningYour mission : The IIPP Chair at the College of Management at EPFL Switzerland, is seeking a Software Engineer - Javascript/Scala/Machine Learning to lead the development of a web platform to run the highly-strategic IPRoduct research project http://www.iproduct.io. The IIPP Chair is the Chair of Innovation and Intellectual Property Policy of Prof. de Rassenfosse. The Chair is part of the College of Management at EPFL. Main duties and responsibilities include : Lead the development of a web platform to run the highly-strategic IPRoduct research project http://www.iproduct.io Your profile : Self-motivated and talented software engineer who holds a master’s degree in computer science or related disciplines Two years of experience in web development, including Javascript/HTML5/CSS Two years of experience in back-end development Strong knowledge of object-oriented and functional programming languages (preferably Scala) Keen interest in algorithms and machine learning Some knowledge of MySQL and UNIX Familiar with continuous integrating and delivery (DevOps) We offer : We offer a competitive salary commensurate with skills and experience, and subject to EPFL pay scale. Flexible working conditions in a highly international and stimulating environment. EPFL is a highly international, world-class engineering university. It offers many CS-related events and training and hosts a vibrant entrepreneurial community. EPFL is an equal-opportunity employer. Candidates will be recruited on merit only. If you are a passionate engineer and you fit the above criteria, we want to hear from you! Start date : To be agreed Term of employment : Fixed-term (CDD) Work rate : 70-100% Duration : 1 year, renewable Contact : Remark : Only candidates who applied through EPFL website or our partner Jobup’s website will be considered.',\n", + " 'soft_skills': '[\"Self-Motivation\", \"Research\", \"Management\", \"Communications\", \"Innovation\"]',\n", + " 'hard_skills': '[\"MySQL\", \"Cascading Style Sheets (CSS)\", \"Computer Science\", \"JavaScript Engine\", \"Machine Learning\", \"Continuous Integration\", \"Educational Research\", \"Scale (Map)\", \"Scala (Programming Language)\", \"HTML5\", \"Machining\", \"Web Development\", \"Software Engineering\", \"Hosting\", \"Library For WWW In Perl\", \"Equalization\", \"Intellectual Property\", \"JavaScript (Programming Language)\", \"Object-Oriented Design\", \"Functional Programming\", \"Back End (Software Engineering)\", \"Algorithms\", \"Unix\", \"Web Platforms\", \"DevOps\"]',\n", + " 'languages': \"['English', 'Nyanja', 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Ihr Aufgabenbereich Architect, build and maintain a data infrastructure that is fast and reliable Develop code as part of a wider team, contributing to code review and solution design Deploy and maintain applications in production environments Build data expertise and own data quality for own areas Design, build and launch new data models, data extraction, transformation and loading processes in production Communicate and document solutions and design decisions Source and clean up complicated datasets for answering challenging business questions Work with the Google Analytics Expert to set up and maintain advanced tracking for user behaviour on the platform of our client (specification, implementation and validation) using the right tools for the right job – especially during deployment of new features Work with our engineering team to set up a new backend tracking system based on defined business requirements Ihr Profil Multiple years of experience delivering code in a production environment Experience working with large volumes of data Strong programming skills (Python, Java, C#, Go) Knowledge of relational databases, Structured Query Language (SQL), good understanding of data structures and algorithms Experience with ETL/ELT design, integrating data sets from various environments into centralised database system Analytical skills to understand the business request for which the sourced data are used Good understanding of front end technologies (web & app) and able to read, write and implement code snippets in JavaScript or Java / Swift Experience with integration of data from multiple data sources; ability to investigate and master new data sets quickly Ability to work well across a different teams and be autonomous Experience with Hadoop, MPP DB platform other NoSQL (Mongo, Cassandra) technologies is a plus Experience with Google Analytics 360, Tag Manager and Big Query is a big plus Degree in a technical subject, e.g. data analytics, statistics, maths, computer science or equivalent Ihre Chance Apply now! Ort: Zürich Spezialisierung: JAVA Entwicklung JavaScript C# / C++ / C SQL Sprachen: Deutsch Englisch Job ID: 1849',\n", + " 'soft_skills': '[\"Analytical Skills\", \"Writing\", \"Decisiveness\", \"Investigation\", \"Communications\", \"Reliability\", \"Integration\"]',\n", + " 'hard_skills': '[\"Data Quality\", \"Tooling\", \"NoSQL\", \"Query Languages\", \"Apache Cassandra\", \"Programming (Music)\", \"Google Analytics\", \"Computer Science\", \"Analytics\", \"Scholastic READ 180\", \"Integrated Data Viewer (IDV)\", \"Python (Programming Language)\", \"Data Extraction\", \"Maintainability\", \"E (Programming Language)\", \"Source (Game Engine)\", \"Tracking (Commercial Airline Flight)\", \"Dataset\", \"Knowledge-Based Systems\", \"Extract Transform Load (ETL)\", \"Issue Tracking Systems\", \"Building Design\", \"Minimum Data Set\", \"Swift (Programming Language)\", \"Business Requirements\", \"C (Programming Language)\", \"Logical Data Models\", \"C# (Programming Language)\", \"JavaScript (Programming Language)\", \"Google Tag Manager\", \"Code Review\", \"Data Infrastructure\", \"Database Systems\", \"Data Structures\", \"Front End (Software Engineering)\", \"Transformation (Genetics)\", \"Validations\", \"Relational Databases\", \"Solution Design\", \"Algorithms\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Custom Backend\", \"Code Snippets\", \"Source Data\"]',\n", + " 'languages': \"['English', 'Central Khmer']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'agile java software engineer',\n", + " 'location': 'Basel',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.78160131e-01 2.67130196e-01 5.70411026e-01 -1.30842522e-01\\n4.27903295e-01 -3.28722775e-01 1.97537974e-01 3.46200615e-01\\n-8.44845697e-02 -4.25652683e-01 -1.19350448e-01 -3.08613330e-01\\n-8.41952953e-03 1.19773164e-01 1.29989594e-01 2.47611746e-01\\n4.04780746e-01 1.38171464e-01 -9.55041274e-02 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This role is permanent position based in Basel Canton. Your Role: < >nsure high-quality functionality of applications. Independently develop solution variants in coordination with customers. Further develop applications within a Scrum team. Undertake programming with Java8. Implement backend service development with Java EE. Utilize Angular in a digitalized environment Integrate different systems in a high-performance & flexible manner. Your Skills: Several years of software development experience. Skills & experience in Java8, Java EE & Angular. A convincing performance record in successfully completed software projects. Experienced in agile methodologies. Scrum Master experience is considered a plus Ideally experienced in testing. Very interested in software architecture. Your Profile: University degree in computer science. Committed, ambitious & enthusiastic personality. Convincing, strong communication skills & a team-player. Innovative, analytical & both solution & service orientated. Entrepreneurial thinking, goal-driven & a strong willingness to learn. A high affinity for agility & fun in the development of high-quality software. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format to sem@helvetica-partners.com You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Coordinating\", \"Service-Orientation\", \"Willingness To Learn\", \"Innovation\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Agility\", \"Programming (Music)\", \"Computer Science\", \"Analytics\", \"Integrated Language Environments\", \"High Performance Computing\", \"Service Development Studio\", \"Software Quality Management\", \"Java EE Application\", \"Component Object Model (COM)\", \"Scrum (Software Development)\", \"Idealization\", \"Software Engineering\", \"Agile Methodology\", \"Digitization\", \"Personalization\", \"Software Architecture\", \"Receivables\", \"Angular (Web Framework)\", \"Software Development\", \"Software Project Management\", \"Java (Programming Language)\", \"Custom Backend\"]',\n", + " 'languages': \"['English', 'Haitian', 'Danish']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'junior data-scientist',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.65259391e-01 2.37471595e-01 4.02921498e-01 1.00243151e-01\\n4.03606445e-01 -2.84495324e-01 5.22616357e-02 2.92965204e-01\\n-6.68480694e-02 -3.47696990e-01 -1.38469741e-01 -2.65816092e-01\\n-1.49815634e-01 1.45849427e-02 -4.01442274e-02 3.89594674e-01\\n2.18470454e-01 9.74991247e-02 -4.37254608e-02 3.25632930e-01\\n1.81184068e-01 -1.25458285e-01 -1.57004997e-01 7.08373964e-01\\n4.39376473e-01 3.98021676e-02 -8.90317783e-02 1.05163857e-01\\n-2.12917149e-01 -1.11826278e-01 4.44480598e-01 1.41342506e-01\\n-1.13332547e-01 -2.81599075e-01 8.90250504e-02 9.67258215e-02\\n-2.39634782e-01 4.57551219e-02 5.07330671e-02 9.06079784e-02\\n-3.82302314e-01 -2.56410003e-01 -1.10499486e-01 -3.68735217e-03\\n-9.31458771e-02 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techniques. - promote best engineering practices to ensure quality assurance. - promote best team communication practices and train employees. - anticipate problems/opportunities and adapt to new challenges. OUR TECHNOLOGY STACK: - git - Python 3 - Django - PostgreSQL - Celery - UNIX - YouTrack YOU: - have experience in data manipulation and software development, particularly Python. - are interested in modern web technologies. Experience with Django is a big plus. - are a strong logical thinker. - interested in data quality management and project management. - have a Swiss work permit. - love to organize, communicate and collaborate. - would like to join a dedicated, technically savvy and enthusiastic team. - enjoy all aspects of a start-up environment. Benötigte Skills UNIX PostgreSQL Python Test Junior Konzeptionell / Analytisch',\n", + " 'soft_skills': '[\"Collaboration\", \"Communications\", \"Quality Assurance\", \"Adaptability\"]',\n", + " 'hard_skills': '[\"Django (Web Framework)\", \"Integrated Product Team\", \"Data Quality\", \"Software Development\", \"Project Management\", \"PostgreSQL\", \"Data Manipulation\", \"Python (Programming Language)\", \"Climate Change Mitigation\", \"Git Flow\", \"YouTrack\", \"Community Organizing\", \"Unix\", \"Rapid Prototyping\", \"Agile Product Development\", \"Controllability\", \"Technical Savvy\", \"Quality Management\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '35',\n", + " 'job_title': 'project manager change control - ballaigues, switzerland',\n", + " 'location': 'Ballaigues',\n", + " 'industry': 'Healthcare Product Manufacturing',\n", + " 'website': 'www.dentsplysirona.com',\n", + " 'jobdescription_embedded': '[[-1.84645727e-01 3.13790977e-01 4.66458857e-01 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Dentsply Sirona develops, manufactures, and markets a comprehensive solutions offering including dental and oral health products as well as other consumable medical devices under a strong portfolio of world class brands. Dentsply Sirona’s products provide innovative, high-quality and effective solutions to advance patient care and deliver better and safer dentistry. Dentsply Sirona’s global headquarters is located in Charlotte, North Carolina, USA. The company’s shares are listed in the United States on NASDAQ under the symbol XRAY. Bringing out the best in people As advanced as dentistry is today, we are dedicated to making it even better. Our people have a passion for innovation and are committed to applying it to improve dental care. We live and breathe high performance, working as one global team, bringing out the best in each other for the benefit of dental patients, and the professionals who serve them. If you want to grow and develop as a part of a team that is shaping an industry, then we’re looking for the best to join us. Working at Dentsply Sirona you are able to: Develop faster - with our commitment to the best professional development. Perform better - as part of a high-performance, empowering culture. Shape an industry - with a market leader that continues to drive innovation. Make a difference -by helping improve oral health worldwide. MISSION In this new function as Project Manager Change Control, you will be the central point for coordinating all business functions involved in operational Change Control activities. Results-driven, with a proven talent in managing international and cross-functional project teams, you will ensure that all activities necessary to validate and document manufacturing processes and product design modifications are completed on time. You will be a key contributor to the sustaining engineering process and the new product development program. Finally, you will work closely with the QA/RA teams to ensure labels certifications meet new European MDR requirements. MAIN RESPONSIBLITIES Coordinate the operational cycle dedicated to managing Change Control requests (i.e. manufacturing process change and product design modifications) for the Endodontics unit global product portfolio Manage individual project dedicated to each change request and track deliverables assigned to cross-functional project teams (Marketing, R+D, Clinical Affairs, Operations, QA and RA) Owns process to validate Change Control requests into operational cycle, for tracking action plan and for coordination of individual project teams Analyze and report performance of Change Control management process; identify and implement opportunities for process improvement Coordinate project teams in 3 sites (US and Europe) for deployment of improvements to Change Control management process Support PMO leader for any other initiative in support of business performance improvement PROFILE Engineering Masters’ Degree with specialization in medical devices, industrial processes, quality management, supply chain or equivalent experience; PMP certificate preferred 5 years’ experience planning and managing complex technology projects in an international, highly regulated, industrial environment Strong knowledge of Change Control processes for Medical Devices; experience with European MDR requirements an asset Successful track record of managing international, cross-functional teams Excellent communication skills in English (C1/C2 min.) and French (B2 min.) Command of MS Office (Word, Excel, Powerpoint, Visio); Knowledge of MS Project an asset Strong analytical and organizational skills Ability to keep an overview while diving into detail where necessary Strong drive and motivation with the ability to multi-task Ability to work under pressure and to keep tight deadlines #LI-CM1',\n", + " 'soft_skills': '[\"Professionalism\", \"Coordinating\", \"Planning\", \"Management\", \"Communications\", \"Operations\", \"Organizational Skills\", \"Innovation\"]',\n", + " 'hard_skills': '[\"Diving\", \"Performance Reporting\", \"Analytics\", \"Consumables\", \"High Performance Computing\", \"Supply Chain\", \"Branding\", \"Health Products\", \"Industrialization\", \"Process Improvements\", \"Manufacturing Processes\", \"Endodontics\", \"Activism\", \"Industrial Processes\", \"Track (Rail Transport)\", \"E (Programming Language)\", \"Tracking (Commercial Airline Flight)\", \"Dental Care\", \"Management Process\", \"Portfolio Management\", \"Professional Development Programs\", \"Project Coordination\", \"Medical Devices\", \"Product Design\", \"Change Control\", \"Cross-Functional Coordination\", \"Project Management Office (PMO)\", \"Change Request\", \"Cross-Functional Team Leadership\", \"Sustaining Engineering\", \"Validations\", \"Dentistry\", \"Change Management\", \"New Product Development\", \"Performance Improvement\", \"Quality Management\"]',\n", + " 'languages': \"['English', 'Limburgan', 'Punjabi', 'Wolof', 'Korean']\"},\n", + " {'company_id': '39',\n", + " 'job_title': 'data engineer',\n", + " 'location': 'Bern',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-4.88080710e-01 2.58449346e-01 5.23118019e-01 -1.80086773e-02\\n4.56478834e-01 -4.98167723e-02 -1.09972715e-01 3.95245016e-01\\n-2.08908230e-01 -3.84887457e-01 -1.69541612e-01 -2.97027439e-01\\n-9.60512832e-02 1.17807850e-01 2.19974980e-01 4.79626954e-01\\n2.54724503e-01 9.28897262e-02 -2.09499031e-01 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-2.58233130e-01\\n-1.81781620e-01 -4.65416640e-01 -4.85115722e-02 -9.43885818e-02]]',\n", + " 'job_description': 'In this role As an expert within our growing Analytics-Team you will take over the following tasks: Advisory on mandates at ELCA, inhouse and on the client side Design and conception of analytics solutions to the integration and analysis of different data files on modern data platforms (Hadoop, Spark, Kafka, Analytics Databases, Cloud) Implementation of performing data processing job by means of BigData technologies including Continuous integration & Delivery (DevOps) Operationalization of complex AI algorithms in collaboration with Data Scientists Accompaniment of projects during the whole cycle (Analysis, Design, Development and Implementation) What we offer A challenging work environment in a dynamic team with extensive expertise An organisation with flat hierarchies and collaborations across business departments Close cooperation with customers from various industries An attractive prospect for your professional and personal development About your profile For this vacancy we expect a candidate with an academic degree of a university, university of applied sciences in computer sciences, mathematics or other scientific disciplines and with several years of experience as a Developer of analytics solutions. Experience within IT- and data architecture, as well as in the area of software development Pleasure working with data- and data processing (Batch und Streaming), as well as strong interest in leading edge technologies Knowledge and practical with technologies like (Hadoop, Hive, Kafka, Spark, SAP Hana, Lucene, Elasticsearch, Splunk), Cluster & Cloud Computing (YARN, Kubernetes, Docker, Azure, AWS) and programming languages like (Java, Scala, Python, SQL) Strong communication skills in German & English Further you should be able to deal with clients on all levels. Further you have strong analytical skills, as well as a pleasant and structured way of working. As a strong team player, you are able to deal with internal and external stakeholders to come up with ideas and solutions.',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Analytical Skills\", \"Cooperation\", \"Collaboration\", \"Professionalism\", \"Integration\"]',\n", + " 'hard_skills': '[\"Data Architecture\", \"Kubernetes\", \"Advisories\", \"KM Programming Language\", \"Batch Message Processing\", \"Computer Science\", \"Analytics\", \"SAP HANA\", \"Continuous Integration\", \"Industrialization\", \"Scala (Programming Language)\", \"SQL (Programming Language)\", \"Python (Programming Language)\", \"Agile Edge Technologies\", \"Hybrid Cloud Computing\", \"Levelling\", \"Splunk\", \"Hostile Work Environment\", \"Operationalization\", \"Applied Science\", \"Data Files\", \"Docker (Software)\", \"Apache Hive\", \"Electronic Data Processing\", \"Software Development\", \"Apache Yarn\", \"Algorithms\", \"Personality Development\", \"Java (Programming Language)\", \"Cloud Database\", \"DevOps\", \"Elasticsearch\"]',\n", + " 'languages': \"['English', 'Mongolian', 'Czech', 'Marathi', 'Norwegian Nynorsk']\"},\n", + " {'company_id': '82',\n", + " 'job_title': 'big data engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Staffing & Outsourcing',\n", + " 'website': 'www.nicollcurtin.com',\n", + " 'jobdescription_embedded': '[[-3.59203309e-01 2.84078747e-01 4.03332740e-01 7.03492612e-02\\n6.18659675e-01 -2.21305519e-01 -3.66830193e-02 4.68001425e-01\\n-9.57974698e-03 -3.22790772e-01 -1.28672332e-01 -1.54692918e-01\\n-7.85306841e-02 1.48028374e-01 1.81689672e-02 2.28859752e-01\\n3.20908666e-01 1.63636461e-01 -3.45691405e-02 3.29709291e-01\\n7.10510910e-02 -1.42218173e-01 1.08264901e-01 6.83549345e-01\\n3.48668456e-01 5.43728704e-03 -8.57399628e-02 3.12719084e-02\\n-3.08920473e-01 -2.14215368e-01 3.86555463e-01 -7.77928308e-02\\n-1.15295649e-01 -3.15231860e-01 1.29168779e-01 -4.51448485e-02\\n-2.34217227e-01 -1.35865480e-01 -1.53281808e-01 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opportunity in Zurich. This bank has always been at the forefront of technology advancements and development of banking applications, and they currently need a Big Data DevOps Engineer. As the Big Data DevOps Engineer in Zurich, you will have the opportunity to build and maintain a big data platform along with a team of engineers and systems experts. You will be responsible for deploying, automating, maintaining, troubleshooting, and improving the systems that keep the back-end infrastructure running smoothly. Some key skills you will need for this role; Cloudera Hadoop administration/engineering experience, understanding of Linux engineering, Cluster management skills, ability to support incident management skills which means good customer-facing skills as well, and good problem-solving skills. Additionally, skills with Tableau administration, Control-M or Rundeck exposure as well as knowledge of SQL syntax will be very desired. This is for a contract job with an initial duration of six months. To apply for this Big Data DevOps Engineer job within banking in Zurich, please forward your CV to ameya.khare@nicollcurtin.com.',\n", + " 'soft_skills': '[\"Infrastructure\", \"Troubleshooting (Problem Solving)\", \"Management\", \"Problem Solving\"]',\n", + " 'hard_skills': '[\"Automation\", \"Syntax\", \"Tableau (Business Intelligence Software)\", \"Back End (Software Engineering)\", \"Banking\", \"Data Management Platforms\", \"Expert Systems\", \"Additives\", \"Component Object Model (COM)\", \"Linux\", \"Maintainability\", \"Control-M (Batch Scheduling Software)\", \"Incident Management\", \"Big Data\", \"SQL (Programming Language)\", \"DevOps\", \"Rundeck\"]',\n", + " 'languages': \"['English', 'Zulu', 'Swahili']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'software engineer .net / c#',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-9.39995795e-02 3.35250646e-01 5.78792751e-01 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The role is permanent position based in Zürich Canton. Your role: Design and develop core components for a PC-based client-server application Develop & implement concepts independently. Carry out feature development of client & / or server: Analysis, conception, design, implementation & unit testing. Perform design & code reviews with team members. Train & support team members in development work when necessary. Work closely with cooperation partners composed of product managers, requirements engineers & development teams for software instruments. Your Skills & Profile: 3 to 5 years of relevant work experience in software engineering environment. Strong practical experience & expertise with the .NET Framework & C#. Solid know-how of phase models & agile methods. Good Knowledge of OOA / OOD, UML & OO implementations. Ideally experienced with WPF, WCF, NHibernate & Autofac. Your Profile: University Degree in Computer Science. Proactive, self-driven & consistently aim to achieve high performance. Fluent English (spoken & written), German language skills are a big plus If you wish to apply, please send us your resume in Word format to sem@helvetica-partners.com You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " 'soft_skills': '[\"Proactivity\", \"Positivity\", \"Cooperation\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Production Management\", \"NHibernate\", \"Unit Testing\", \"Computer Science\", \"UML Tool\", \"High Performance Computing\", \"Requirements Management\", \"Autofac\", \".NET Framework\", \"Component Object Model (COM)\", \"Instrumentation\", \"Idealization\", \"Feature-Driven Development (FDD)\", \"Reporting Application Server\", \"Software Engineering\", \"Wcf 4\", \"Requirements Engineering\", \"C# (Programming Language)\", \"Phase (Waves)\", \"Code Review\", \"Receivables\", \"Concept Analysis\"]',\n", + " 'languages': \"['English', 'Faroese']\"},\n", + " {'company_id': 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We are looking for a smart and passionate Frontend Engineer to join our Engineering Team in Zurich. About Teralytics Teralytics is on a mission to change how the world moves. Until now, cities and mobility services have been designed based on assumptions of how officials and companies expect people to move. But, they aren't taking everyone's journey into consideration. As a result, for many, mobility is limited. Not just physically, but socially and economically. It's stopping people from reaching their full potential. Teralytics partners with mobile network operators to solve this problem with the most accurate indicator of people's movement – their mobile devices. It's the one thing everyone has with them at all times. And the cell towers receiving their signals don't discriminate based on device model or apps. Due to its complexity and scale, mobile network data has been nearly impossible to understand or utilize. That's why we've pioneered a way to translate it into actionable insights. For the first time we've unlocked truly inclusive data on people's journeys. Teralytics is backed by leading investors in the mobility and transport space, including Robert Bosch Venture Capital and Deutsche Bahn Digital Ventures, as well as high-profile VC funds, such as Atomico and Lakestar, and we are continuing to grow across the world. Whether at our headquarters in Zurich or in our offices in New York and Singapore, our people are at the core of our mission to shape the future of mobility. Your Role The frontend team is one of the engineering pillars in Teralytics. The team is responsible for building interactive web applications and data visualizations that present the insights from our aggregated and anonymized data on human mobility to customers in an easily understandable, visually appealing and engaging manner. Located in our Zurich office, you will play a central role in the development of these applications. More specifically, your responsibilities will include: Taking ownership of our web applications and shaping their future direction and architecture in close collaboration with product managers and designers Developing new features, components and experiences for our web applications in close collaboration with our data visualisation specialists, designers, data scientists and backend engineers Mocking up and prototyping new functionality, visualizations and applications Designing and developing internal applications in close collaboration with data scientists and backend engineers Working with our reliability engineers for efficient deployment of web applications Tech Stack We like working with modern browsers and technologies. Our tech stack includes tools such as: React, TypeScript, Node.js, D3, SVG, Canvas, WebGL, webpack, PostgreSQL, ClickHouse, Docker, Kubernetes. Open Source As strong believers in open-source we contribute to the community by releasing some of our work as open source projects ( https://github.com/teralytics/ ). Your Profile You are a CH/EU/EFTA citizen or in possession of a valid Swiss work permit Must-have qualifications Professional experience in building web applications with great UI/UX using state-of-the-art technologies, with a demonstrable portfolio Extensive knowledge of the technologies that power the web: JavaScript, HTML, CSS Experience with modern frontend development stacks Know-how in scalable frontend development architectures Fluency with data, databases, data preparation and transformations Eye for aesthetics and fluent user experiences Open mind about technologies and ways of approaching a problem Excitement about the fast moving web development world. You enjoy staying up to date and learning new technologies. Strong English communication skills, attention to detail, and ability to deliver finished projects on your own Preferred qualifications Experience with React, TypeScript, D3 and Node.js Experience with geospatial data, web mapping and geographic visualization Experience with 2D/3D graphics in the browser (SVG, Canvas, WebGL) Experience with functional programming concepts Knowledge of SQL databases, especially PostgreSQL What we offer We offer the chance to be part of an exciting and ambitious start-up that puts its people at the heart of its business. Be part of a diverse, international, cross-disciplinary team of highly motivated, hands-on experts that tackle unique challenges with a positive spirit and lots of fun. We offer a flexible work schedule, a central office location as well as a wide range of benefits and perks, including financial childcare support, additional company holidays, and career development programs. What to expect Teralytics is an equal opportunity employer and we value diversity. We do not discriminate on the basis of race, religion, colour, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.\",\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Aesthetics\", \"Collaboration\", \"Mobile Devices\", \"Communications\", \"Scheduling\", \"Enthusiasm\", \"Presentations\", \"Socialization\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Production Management\", \"Web Applications\", \"Childcare Fundamentals\", \"Disabilities\", \"Kubernetes\", \"Tooling\", \"Hyper SQL Database (HSQLDB)\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Joint Application Design (JAD)\", \"Aggregator\", \"2D Animation\", \"TypeScript\", \"Scale (Map)\", \"Visualization\", \"PostgreSQL\", \"Component Object Model (COM)\", \"Node.js\", \"Venture Capital\", \"Prototyping\", \"D3.js\", \"Translations\", \"Limiter\", \"Web Development\", \"HyperText Markup Language (HTML)\", \"Mobility\", \"Mobile Network Operator\", \"Data Visualization\", \"React.js\", \"Mock Ups\", \"Open Source Technology\", \"Docker (Software)\", \"Github\", \"Programming Concepts\", \"2D Computer Graphics\", \"Webpack\", \"WebGL\", \"Equalization\", \"Digitization\", \"Architectural Development\", \"JavaScript (Programming Language)\", \"Scalability\", \"Unlocker\", \"Receivables\", \"Functional Programming\", \"Humanism\", \"Appeals\", \"Economics\", \"Career Development\", \"Data Direct Networks\", \"Web Mapping\", \"3D Graphic Design\", \"Additives\", \"User Experience\", \"Eyes\", \"Custom Backend\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '118',\n", + " 'job_title': 'big data engineer',\n", + " 'location': 'Bern',\n", + " 'industry': 'IT Services',\n", + " 'website': 'www.swisscom.ch',\n", + " 'jobdescription_embedded': '[[-2.37515822e-01 3.27821583e-01 4.20995831e-01 -5.08009791e-02\\n3.81632239e-01 -2.43010327e-01 1.08985091e-02 3.85306656e-01\\n4.62909192e-02 -2.13611737e-01 -6.37277514e-02 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We are a group of data engineers and data scientists that are passionate about the topics we work on, the methods we apply, and the tools we use. We design and implement end-to-end solutions – all by leveraging domains like distributed systems, data mining, or web development. We create software relying on the Agile approach, and we use state-of-the-art big data technologies such as Kafka, Kafka Streams, or Cassandra. We code mostly in Java, and we are strong supporters of Open Source. Your tasks span from data science (10%) through big data engineering (60%) to DevOps (30%). Thus, you are interacting with data scientists, big data engineers, DevOps as well as product owners and business engineers. Bachelor's degree (ETH/Uni/UAS) with at least 4 years of relevant experience, or Master's degree (ETH/Uni/UAS) with at least 1 year of relevant experience, or PhD in computer science or related field Able to write clean and effective code in Java Solid understanding of data structures and algorithms Experience with Big Data technologies, in particular Kafka, Kafka Streams, and Cassandra is a plus Ability to analyse and visualise data (e.g. with Python, Jupyter) is a plus DevOps know-how: scripting (Unix, Python), Ansible, Prometheus, Grafana, Jenkins is a plus Familiarity with web development technologies such as TypeScript, Angular, HTML, CSS, RESTful APIs is a plus Knowledge in relational databases, relational data modelling, and SQL is a plus Experience with containerization technologies (Docker, Kubernetes) is a plus Very good English, German a plus\",\n", + " 'soft_skills': '[\"Writing\", \"Sourcing\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Kubernetes\", 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Join our highly talented and motivated team of more than 30 people and work on cutting-edge robot technology. Our quadrupedal robot ANYmal is equipped with state-of-the-art perception sensors (LIDAR, stereo cameras, GPS) to provide autonomous inspection in challenging environments such as industrial sites, power plants, and subterranean systems. We are seeking a Robotics Engineer to join our highly motivated development team to enhance the robot’s ability to navigate in challenging environments autonomously. You are responsible for the navigation software stack including path planning, obstacle negotiation, and high-level mission planning, which enables the robot to execute complete autonomous surveillance tours. Your tasks and responsibilities: Develop and implement state-of-the-art methods, Integrate, test and evaluate third-party solutions, Debug and test the navigation software in the field with the robot, Develop, maintain and support the navigation software stack, Consult on sensor selection for hardware development. Your profile: Extensive knowledge of state-of-the-art planning algorithms and techniques, Must have a fundamental knowledge of modern map representations (pose graph, point cloud, signed distance fields, etc.), Experience with convex and nonconvex optimization solvers, Familiarity with SLAM, An understanding of mechanics and dynamics, Strong competence in object-oriented programming in C++, Experience with C++ libraries like Eigen, PCL, Boost or likewise, Experience with ROS and Linux, Comfortable with unit testing and debugging hardware systems. You have a Master’s or Ph.D. degree with a focus on robotic engineering and a strong track record with practical experience in robot navigation. You are an engaged personality used to work proactively and with precision – on your own and in the team. You enjoy the research environment of ETH Zurich to broaden your horizon, to get to know new technologies and to expand your skills continuously. Your profile is complemented by a good knowledge of English. We offer you a very exciting and dynamic work environment, the opportunity to become part of a young and ambitious team, a chance to leverage your experience and bring in your own ideas, a fair market salary and a job in the city of Zurich.',\n", + " 'soft_skills': '[\"Negotiation\", \"Research\", \"Proactivity\", \"Planning\", \"Team Motivation\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Point Clouds\", \"Unit Testing\", \"Steam Power Plant\", \"Boost (C++ Libraries)\", \"pH Meters\", \"Industrialization\", \"Eigen (C++ Library)\", \"C++ (Programming Language)\", \"Integrity Testing\", \"Linux\", \"Maintainability\", \"JUCE C++ Library\", \"Track (Rail Transport)\", \"Executable\", \"Hostile Work Environment\", \"SLAM Algorithms (Simultaneous Localization And Mapping)\", \"Mobility\", \"Printer Command Language (PCL)\", \"Object-Oriented Programming (OOP)\", \"Integrated Test Facility\", \"Pathing\", \"Robotics\", \"Mission Planning\", \"Mobile Robot Navigation\", \"High-Level Architecture\", \"Mechanics\", \"Algorithms\", \"Mapping\", \"Graphing\", \"Dilution Of Precision (GPS)\", \"GPS Navigation Software\", \"Debugging\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '46',\n", + " 'job_title': 'data centre engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.20992708e-01 3.24868619e-01 4.44623590e-01 -2.06698015e-01\\n5.61702907e-01 1.67399067e-02 2.03571469e-01 3.12604904e-01\\n1.14555821e-01 -2.30956271e-01 -2.95724452e-01 -1.45734802e-01\\n5.05553670e-02 4.16085795e-02 1.42657623e-01 4.23656821e-01\\n2.54625171e-01 1.47843584e-02 -6.55927509e-02 3.09122294e-01\\n1.01366960e-01 -1.19018257e-01 8.50919113e-02 6.65079415e-01\\n3.42924058e-01 -2.08120011e-02 9.75979790e-02 1.13722198e-02\\n-1.84017792e-01 -3.39858294e-01 4.39586669e-01 -6.86746761e-02\\n-1.32881835e-01 -3.33626121e-01 2.41054073e-01 8.20413232e-02\\n-2.09021419e-01 -1.68739520e-02 -1.91325113e-01 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Our services, processes and tools are built around a unique business vision which emphasizes the life cycle role of IT infrastructure – an understanding that far from being static installations, infrastructures should continually evolve to drive improved business performance. This role will be working as part of the Data Centre Operations team to deliver support activities and input to project related tasks within the Data Centre and ensure that all work carried out complies with agreed standards, providing an operational interface to physical security teams assisting in the proactive management of the site’s security. The DC Engineer will provide an interface to the customer, advising them of any operational issues with the infrastructure and acting as a point of contact to address the customer requirements including being first line of support for incident and recovery duties, contribution to BAU activity to rack, install and decommission devices. Candidates will be fluent in German and English and have worked in a similar role previously. Required Skills / Experience Ideally the candidate will have worked previously in a Data Centre support role.Network patching experience (copper and fibre) install and break/ fixKnowledge of copper termination and previous infrastructure installationsChange management processesUnderstanding of criticality of support in a financial sectorDemonstration of good listening, oral and written communication required.An ability to assimilate technical details required for project delivery in ashort time frame and in pressurised environmentAbility to manage prioritise workload effectivelyTroubleshooting, ability to diagnose potential issues impacting programme and offer resolutionFluent in German and English Job Types: Full-time, Permanent Language: English (Required)German (Required) ',\n", + " 'soft_skills': '[\"Proactivity\", \"Infrastructure\", \"Management\", \"Operations\", \"Written Communication\"]',\n", + " 'hard_skills': '[\"Business Performance Management\", \"Logistics Support Activity\", \"Tooling\", \"IT Infrastructure\", \"Installation\", \"Advising\", \"Activism\", \"Acting\", \"Idealization\", \"Physical Security\", \"Life Cycle Assessment\", \"Customer Requirements Analysis\"]',\n", + " 'languages': \"['English', 'Walloon']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'backend sw engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.68256277e-01 2.80966550e-01 3.44677925e-01 5.30506372e-02\\n5.80511034e-01 -2.47638822e-01 7.77832866e-02 2.96363652e-01\\n-1.86372668e-01 -3.81059796e-01 -8.01259801e-02 -1.91526100e-01\\n-1.20249137e-01 4.19630893e-02 6.58501759e-02 2.97487617e-01\\n2.96830416e-01 1.03520900e-01 -2.24871874e-01 3.48558217e-01\\n2.44660843e-02 -2.33520754e-02 -7.16324151e-02 7.10306168e-01\\n3.73393893e-01 7.64411092e-02 -7.30364174e-02 3.10215969e-02\\n-2.69114822e-01 -2.33520836e-01 3.59915376e-01 8.74466226e-02\\n-2.01426968e-02 -2.21706823e-01 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for developing, releasing, monitoring and troubleshooting our BI environment. You enjoy learning new things and are passionate about developing new features, maintaining existing code, fixing bugs, and contributing to overall system design. You are a great teammate who thrives in a dynamic environment with rapidly changing priorities. Your profile: Bachelor's or higher degree in computer science or equivalent work experience A minimum of three years of software engineering experience Excellent knowledge with Scala or Java Expert knowledge in an enterprise class RDBMS Demonstrated ability in data modeling, ETL development, and data warehousing Experience with big data technologies, such as Kafka, Spark, and Cassandra Excellent troubleshooting and creative problem-solving abilities and analytical skills Excellent written and oral communication and interpersonal skills Advantage: experience with systems for automating deployment, scaling, and management of containerised applications, such as Kubernetes and Mesos experience with machine learning experience with encryption and cryptography standards Benötigte Skills Scala JAVA ETL Datawarehouse Business Intelligence Kryptografie / Verschlüsselung\",\n", + " 'soft_skills': '[\"Analytical Skills\", \"Management\", \"Problem Solving\", \"Communications\", \"Troubleshooting (Problem Solving)\", \"Creative Problem-Solving\"]',\n", + " 'hard_skills': '[\"Machine Learning Methods\", \"Data Warehousing\", \"Systems Design\", \"Automation\", \"Kubernetes\", \"Scala (Programming Language)\", \"Apache Mesos\", \"Apache Cassandra\", \"Encryption\", \"Cryptography\", \"Maintainability\", \"Computer Science\", \"Java (Programming Language)\", \"Data Modeling\", \"Big Data\", \"Extract Transform Load (ETL)\", \"Software Engineering\", \"Business Intelligence\"]',\n", + " 'languages': \"['English', 'Javanese']\"},\n", + " {'company_id': '94',\n", + " 'job_title': 'saas & open-data development engineers',\n", + " 'location': 'Rolle',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-8.84736553e-02 2.41919011e-01 6.12432182e-01 1.17697574e-01\\n6.16215467e-01 -6.42231181e-02 -1.31970704e-01 5.38616717e-01\\n-1.32668704e-01 -3.84660423e-01 3.77689451e-02 -3.60987097e-01\\n-6.04589283e-02 2.30093494e-01 1.72765180e-01 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You have been exposed to one or several IAAS & PAAS infrastructures such as AWS, GE-Digital Predix, IBM-BlueMix/Watson, VMware... You are experienced in finding and structuring and collecting different data streams (weather, finance, industrial signals, social events). You strongly believe automated machine learning and artificial intelligence coupled with big data can change the game in many industrial sectors. You worked open-data correlations with industrial signals, weather, events, calendar, financial markets, economic indicators. You applied it to real use case in operations and markets, for energy, utilities, industry, retail, transport or freight sectors. You cooperate with leading partners like GE - Digital, IBM-Analytics, Cisco-IOT with Industry leader customers in EU & US & Asia, like Arcelor, EDF, ALPIQ, ELIOR, METRO... Predictive Layer will bring you a unique opportunity to develop, deploy, or operate leading-edge predictive services for different customers worldwide, on different markets: Energy, Industry, retail, Catering, Transport and many more... At Predictive Layer, We cultivate a team-based environment where we strive for personal growth and a substantial contribution from all our team members. If you desire a career where you can drive innovation while working in an dynamic environment where innovative thinking, creativity and motivation are recognized and rewarded, then come and join us! Back to opportunities Send us your resume - Let's meet! careers@predictivelayer.com Position reference: #2017-OOE-003\",\n", + " 'soft_skills': '[\"Cooperation\", \"Infrastructure\", \"Operations\", \"Creative Thinking\", \"Innovation\", \"Socialization\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Automation\", \"Collections\", \"Analytics\", \"Data Streaming\", \"Prediction\", \"Industrialization\", \"IBM Bluemix\", \"Energy Market\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Component Object Model (COM)\", \"Layering\", \"Weathering\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Cloud Operations\", \"Predix\", \"Financial Market\", \"Machine Learning Methods\", \"Finance\", \"Digitization\", \"Personalization\", \"Cisco Networking\", \"Location-Based Services\", \"Artificial Intelligence\", \"Big Data\", \"Coupling\", \"Operations Management\", \"Economic Indicators\", \"Cultivator\"]',\n", + " 'languages': \"['English', 'Kyrgyz', 'Sango', 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reinforcement learning, where applicable, to build and deploy models aiming at an improved client communication and truly personalized client experience / advice; Turning data analysis results into business insights & actions by using effective communication to various business stakeholders. Ihr Profil a degree in a technical field (Computer Science, Statistics, Mathematics, Physics, Engineering or similar) or equivalent practical experience; experience in Machine Learning / Artificial Intelligence, Data Mining, Natural Language Understanding or Algorithmic Foundations of Optimization; experience in processing data from relational databases using SQL; experience in visualizing data analysis results in an effective, applicable manner; programming experience and proficiency in one or more of the following: Python, R, Julia, Scala, Java, C/C++ (preferable, not required: understanding of object oriented design, programming and analysis); (preferable, not required) experience with learning frameworks/tools (TensorFlow, PyTorch, Caffe, MXNet, H2O, Deeplearning4j, Microsoft Cognitive Toolkit, MLlib, CUDA) and/or ‘Big Data’ analyses involving Apache Spark, Hadoop, Mesos or Kubernetes, and/or distributions such as Hortonworks; ability to explain complex models to both technical and non-technical stakeholders; basic knowledge about core banking products (functional, usage, target groups). Ihre Chance Schicken Sie Ihre Bewerbungsunterlagen an jobs@oneagency.ch Ort: Zürich Spezialisierung: JAVA Entwicklung C# / C++ / C SQL Sprachen: Job ID: 7055',\n", + " 'soft_skills': '[\"Communications\", \"Sourcing\"]',\n", + " 'hard_skills': '[\"Apache Spark\", \"Julia (Programming Language)\", \"Tooling\", \"Programming (Music)\", \"Apache MXNet\", \"Statistical Methods\", \"Computer Science\", \"Data Streaming\", \"Machine Learning\", \"Nvidia CUDA\", \"Mathematical Statistics\", \"Production Function\", \"Scala (Programming Language)\", \"Python (Programming Language)\", \"Data Feed\", \"Data Visualization\", \"Natural Language Understanding\", \"Mathematical Physics\", \"TARGET 3001!\", \"C (Programming Language)\", \"C# (Programming Language)\", \"Personalization\", \"R (Programming Language)\", \"Caffe\", \"Artificial Intelligence\", \"Object-Oriented Design\", \"Electronic Data Processing\", \"Deep Learning\", \"Survey Data Analysis\", \"Java Data Mining\", \"TensorFlow\", 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-3.69519033e-02]]',\n", + " 'job_description': \"LocationBaselContract typetemporary contract For our pharma client in the Basel area we are looking for a Business Analyst for clinical data- 100% Background : Development Excellence improves efficiency and effectiveness of drug development by leading cross-functional non-molecule projects. In this case the team is supporting an acceleration project in the regulatory space. You should be able to analyze data to establish options to optimize the flow of data and documents through the process. Tasks & Responsibilities: Responsible to support global project Execute process analysis as assigned by lead of process stream Reports to lead of process stream, works with process team and SME's Responsible for documenting and maintaining current and future state process documentation Work on several distinct initiatives at the same time Must Haves: 5 to 7 years of Business Analysis experience of Product Development / Clinical Data with a strong understanding of data controls and cleaning principles Experience in Data Flow Mapping Experience in BPMN 2.0 Experience and understanding of Structured Authoring Experience in Process Mapping Experience in software development and software specification design Data mining and data visualization experience Experience in Documentum Ability to work independently and deliver according agreed timelines Regulatory/Filing knowledge Analytic and able to understand complex structure Good communication skills Team spirit Fluent English Nice to Have: Lean Six Sigma certification Experience and understanding of Structured Authoring Start date : 01/11/2019 End date : 31/12/2019 Location: Basel Are you interested to work in this challenging position? Eda Kraja, Talent Acquisition Consultant, is looking forward to receiving your complete profile. Please send an e-mail to eda.kraja@coopers.ch By sending us your CV per E-Mail you are giving us your consent to the processing of your personal data according to our Data Privacy Policy.\",\n", + " 'soft_skills': '[\"Communications\", \"Timelines\", \"Positivity\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Nice (Unix Utility)\", \"Business Process Mapping\", \"Analytics\", \"Global Project Management\", \"Electronic Design Automation (EDA) Software\", \"Talent Acquisition\", \"Software Design Patterns\", \"Maintainability\", \"E (Programming Language)\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Executable\", \"Process Analysis\", \"Data Visualization\", \"Lean Six Sigma\", \"Stream Processing\", \"Regulatory Filings\", \"Cross-Functional Coordination\", \"Document Processing\", \"Personalization\", \"Business Analysis\", \"Data Privacy Laws\", \"Java Data Mining\", \"Clinical Data Warehouse\", \"Receivables\", \"Software Development\", \"Language Experience Approach\", \"Process State\", \"Mapping\", \"Data Control\", \"Drug Development\", \"Data-Flow Analysis\", \"Agile Product Development\", \"Team Processes\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '37',\n", + " 'job_title': 'data engineer ef education first - associate level',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Education Training Services',\n", + " 'website': 'www.ef.com',\n", + " 'jobdescription_embedded': '[[-7.13831335e-02 2.68712938e-01 5.48830986e-01 -4.31743711e-02\\n5.21940768e-01 -1.67066246e-01 4.45478074e-02 5.89715421e-01\\n-5.27753942e-02 -4.89541143e-01 -9.27176699e-02 -3.03665847e-01\\n-1.92509759e-02 1.33665353e-01 1.40386775e-01 3.85331780e-01\\n2.08407477e-01 1.43563733e-01 -2.08950177e-01 2.60225773e-01\\n1.23485737e-01 -1.18826583e-01 1.69246092e-01 7.96625495e-01\\n4.88331318e-01 -2.07768544e-03 -1.98247842e-02 -9.05586109e-02\\n-2.09431201e-01 -3.23135942e-01 4.59163219e-01 -5.85045330e-02\\n-1.80026218e-01 -3.68967324e-01 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Switzerland. We are an autonomous and dynamic BI team working on a multitude of technical solutions for EF’s flights department. We provide vital functions in the areas of technical development, business intelligence and innovation and everything we do has a direct impact on our business. We enjoy a fantastic work environment right on the doorstep to the Swiss Alps. As a Data Engineer your main focus will be to provide all the back-end development and architecture for supporting our operational and executive deliveries. We expect you to be forward thinker, innovative and ready for a position where you will get to make an impact from day one. The role Develop and architect new data solution using AWS cloud services Develop and optimize back-end systems and provide support to the front-end developers Maintain current Data Warehousing architecture and processes Implement structured and methodical ways to achieve high quality reporting Requirements Bachelor’s or Master’s degree in Computer Science or similar Minimum 2 years of working experience Good Knowledge in MSSQL, SSIS, SSAS and SSRS is a plus Good understanding of ETL process, dimensional modeling and data warehousing architecture Knowledge of different range of AWS Services and Big Data architecture Knowledge in Python or other scripting language Good analytical and problem solving skills Independent, self-motivated and comfortable in a fast-paced environment Fluent in English About EF Since 1965, we have helped millions of people transform their lives by opening the world through education. Today we are the world’s largest private education company - offering every imaginable way to learn a language, travel abroad, experience another culture, or earn an academic degree. We offer competitive salaries and a multicultural working environment. The position is situated in Zurich, Switzerland and you will be working with people from all over the world. What’s it like to work here? https://vimeo.com/111638911 and https://www.youtube.com/watch?v=fGlnMgNtivw',\n", + " 'soft_skills': '[\"Self-Motivation\", \"Imagination\", \"Problem Solving\", \"Operations\", \"Innovation\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Computer Science\", \"Analytics\", \"Data Engineering\", \"Data Warehousing\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Maintainability\", \"AWS Directory Service\", \"Hostile Work Environment\", \"Extract Transform Load (ETL)\", \"Business Intelligence\", \"Cloud Services\", \"Dimensional Modeling\", \"Library For WWW In Perl\", \"SQL Server Integration Services (SSIS)\", \"Big Data\", \"End Systems\", \"Adapter Scripting Language\", \"Front End (Software Engineering)\", \"Technical Solution Design\", \"Back End (Software Engineering)\", \"Vimeo\", \"Business Development\"]',\n", + " 'languages': \"['English', 'Estonian', 'Quechua', 'Thai', 'Kyrgyz']\"},\n", + " {'company_id': '78',\n", + " 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What the company offers you: You will support scientists by building and deploying modeling and simulation user-friendly applications through digital tools An international environment Large and diverse infrastructure Competitive salary Contract till 31.07.2020 with a possibility of extension Your responsibilities: Using programming expertise to develop tailor-made software solutions based on various programming languages (e.g. JavaScript, C#, php, python etc.) Supporting and being responsible for defined system administration activities on an allocated/defined system or environment Supporting operational requirements of defined areas of the business e.g. troubleshooting and migration to new versions Writing all required documentation (e.g. user guides, etc.) Tracking, troubleshooting and resolving systems related issues Applying and writing appropriate testing procedures and scripts Your profile: Being proficient in one or more programming language / environment, including HTML, CSS, JavaScript, .NET (C#), SQL, Python, vba macros (MS Office) Being familiar with Frameworks/applications: Svelte, React, Git (gitbucket), VS code Strong interpersonal communication skills and ability to manage in a dynamic, ever-changing working environment Fluent English (oral and written) Welcome to nemensis! We look forward to getting to know you!',\n", + " 'soft_skills': '[\"Writing\", \"Infrastructure\", \"Friendliness\", \"Interpersonal Communications\", \"Management\", \"Operations\", \"Troubleshooting (Problem Solving)\"]',\n", + " 'hard_skills': '[\"Tooling\", \"KM Programming Language\", \"Programming (Music)\", \"Cascading Style Sheets (CSS)\", \"Integrated Language Environments\", \"Activism\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Tracking (Commercial Airline Flight)\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"PHP (Scripting Language)\", \"Web Application Frameworks\", \"React.js\", \"Data Science\", \"Project-Based Solutions\", \"C# (Programming Language)\", \"Digitization\", \"JavaScript (Programming Language)\", \"User Guide\", \"Simulations\", \"Pharmaceuticals\", \"Macros\", \"Svelte (Software)\", \"System Administration\", \"Scripting\", \"Git Flow\", \"SQL (Programming Language)\", \"E-Business\"]',\n", + " 'languages': \"['English', 'Bislama', 'Punjabi']\"},\n", + " {'company_id': '118',\n", + " 'job_title': 'big data engineer',\n", + " 'location': 'Bern',\n", + " 'industry': 'IT Services',\n", + " 'website': 'www.swisscom.ch',\n", + " 'jobdescription_embedded': '[[-2.37515822e-01 3.27821583e-01 4.20995831e-01 -5.08009791e-02\\n3.81632239e-01 -2.43010327e-01 1.08985091e-02 3.85306656e-01\\n4.62909192e-02 -2.13611737e-01 -6.37277514e-02 -2.93727368e-01\\n-2.90873051e-01 1.49489000e-01 1.54372424e-01 4.23432171e-01\\n2.22828403e-01 9.23545882e-02 -2.44008526e-01 4.17492867e-01\\n6.86373413e-02 7.27814510e-02 -1.34627029e-01 6.21603370e-01\\n4.03350651e-01 -5.32095619e-02 -1.65685907e-01 -1.05307475e-01\\n-3.72956097e-01 -1.61685959e-01 4.54196304e-01 1.26438990e-01\\n-2.08362356e-01 -4.05997336e-01 5.26735373e-02 1.15206756e-01\\n-1.37977004e-01 -5.89941218e-02 -6.01788200e-02 1.78162575e-01\\n-5.23175359e-01 -3.62893403e-01 5.38302846e-02 1.49870679e-01\\n-1.85276926e-01 -2.17958227e-01 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We are a group of data engineers and data scientists that are passionate about the topics we work on, the methods we apply, and the tools we use. We design and implement end-to-end solutions – all by leveraging domains like distributed systems, data mining, or web development. We create software relying on the Agile approach, and we use state-of-the-art big data technologies such as Kafka, Kafka Streams, or Cassandra. We code mostly in Java, and we are strong supporters of Open Source. Your tasks span from data science (10%) through big data engineering (60%) to DevOps (30%). Thus, you are interacting with data scientists, big data engineers, DevOps as well as product owners and business engineers. Bachelor's degree (ETH/Uni/UAS) with at least 4 years of relevant experience, or Master's degree (ETH/Uni/UAS) with at least 1 year of relevant experience, or PhD in computer science or related field Able to write clean and effective code in Java Solid understanding of data structures and algorithms Experience with Big Data technologies, in particular Kafka, Kafka Streams, and Cassandra is a plus Ability to analyse and visualise data (e.g. with Python, Jupyter) is a plus DevOps know-how: scripting (Unix, Python), Ansible, Prometheus, Grafana, Jenkins is a plus Familiarity with web development technologies such as TypeScript, Angular, HTML, CSS, RESTful APIs is a plus Knowledge in relational databases, relational data modelling, and SQL is a plus Experience with containerization technologies (Docker, Kubernetes) is a plus Very good English, German a plus\",\n", + " 'soft_skills': '[\"Writing\", \"Sourcing\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Kubernetes\", 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You will be responsible for providing the design, development, configuration and maintenance for changes on existing systems and also for introducing new applications and interfaces with other systems. You will be developing highly complex applications with the goal of streamlining business operations and improving overall user and/or customer experience. The ideal candidate is a self-starter with a strong desire to increase efficiency and make an impact while creatively collaborate and execute team goals contributing to the Bank’s vision towards digital transformation. Key responsibilities Work with experienced engineers to design and develop new modules and/or applications Undertake the technical ownership of Cembra Money Bank’s Applications Integrate with the existing applications portfolio as well as third parties’ software Contribute towards the timely completion of development tasks for change initiatives and projects Liaise with production support and operations teams for Troubleshooting of production software and bug fixing (level 3 support) Maintain the highest code quality standards Willing to understand all aspects, functional/business and technical, of the applications on which you work on so that you can be greatly effective Continually learn and apply relevant software development practices, patterns, tools and technologies and actively contribute to the Bank’s technical selections/decisions Your profile Master or Bachelor in Computer Science (or equivalent degree) 5+ years’ of backend or distributed systems Java development knowledge (EE/Spring) Web technologies (SOAP, Rest), experience in Service-Oriented (SOA) and Microservice (MSA) architecture and strong understanding of software design patterns & object oriented principles Knowledge of messaging systems, Java applications servers (WAS, JBoss, Tomcat) and relational databases and also working experience with common networking, infrastructure, operating systems and security fundamentals A solid grasp on software engineering practices (e.g. thorough code reviews, unit tests, deep focus on quality, design documentation) Team player who quickly and easily adapts to changing situations, not afraid to take end-to-end ownership of tasks and responsibilities while displaying genuine commitment Working experience with FE development and javascript frameworks is considered a plus Good communication skills and an open style to provide transparency to management Fluent in English, German is a plus Contact Rahel Züllig HR Manager About Us Cembra Money Bank AG is a leading Swiss provider of consumer finance products and services. Its product range includes personal loans, auto leases and loans, credit cards and insurance sold with those products as well as invoice financing, deposit and savings products. Headquartered in Zurich-Altstetten, the Bank has operations across Switzerland via a network of 16 branches as well as alternative sales channels such as the Internet, credit card partners, independent agents and 4,000 car dealers. Cembra Money Bank AG is an independent Swiss bank and has been listed on the SIX Swiss Exchange since 2013. It has over 880 employees from 37 nations and 911,000 customers. On 1 July 2019 Cembra announced the acquisition of the consumer finance provider cashgate.',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Business Operations\", \"Collaboration\", \"Self Starter\", \"Management\", \"Operations\", \"Integration\", \"Creativity\", \"Troubleshooting (Problem Solving)\", \"Sales\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Tooling\", \"Streamlining\", \"Software Development Life Cycle\", \"Unit Testing\", \"Computer Science\", \"Message Handling Systems\", \"Consumables\", \"Staging\", \"Credit Card Applications\", \"Activism\", \"Alternators\", \"Software Design Patterns\", \"Maintainability\", \"E (Programming Language)\", \"Application Servers\", \"Levelling\", \"Digital Transformation\", \"Common Language Infrastructure\", \"Adapters\", \"Executable\", \"Network Infrastructure\", \"Microservices\", \"Software Engineering\", \"Operating Systems\", \"Java Application Server\", \"Application Portfolio Management\", \"Finance\", \"Personalization\", \"Production Support\", \"Service-Oriented Modeling\", \"Code Review\", \"JavaScript Frameworks\", \"Software Design\", \"Quality By Design (QbD)\", \"Modulation\", \"Productivity Software\", \"Banking\", \"Software Development\", \"Relational Databases\", \"Loans\", \"Customer Experience\", \"Simple Object Access Protocol (SOAP)\", \"Transparency (Projection)\", \"NGBSS (SOA Integration Framework)\", \"Java (Programming Language)\", \"Custom Backend\", \"Apache Tomcat\"]',\n", + " 'languages': \"['English', 'Dutch', 'Nuosu']\"},\n", + " {'company_id': '102',\n", + " 'job_title': 'network/communication engineer voice/data/iot cloud (m/f)',\n", + " 'location': 'Ebikon',\n", + " 'industry': 'Architectural & Engineering Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.27513874e-01 3.24660480e-01 5.21371543e-01 -1.62468553e-02\\n5.91535270e-01 -8.14866796e-02 -1.04570977e-01 3.87994260e-01\\n-1.16121575e-01 -5.39816916e-01 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We invite you to learn more about our company and to consider what we can offer - not a job, but a career - to people who have the skills and passion to move AHEAD with Schindler. Therefore, we need you as part of our dynamic, collaborativ, innovative team. Join us in our mission to digitize elevators and escalators creating additional benefits for customers like uptime, insights, convenience by developing new digital product offerings. In your role as Network/communication engineer Voice/Data/IoT-Cloud you have ownership for the following subjects: providing robust (wired/wireless) Ethernet based network technology in industrial controller system (ICS) network and IoT environment Implementing and maintaining of highly scalable, converged and secured networks voice/data/multimedia in Schindler products Supporting existing processes in project management and product creation cycles Establishing network monitoring in industrial and IoT communication systems Participating the 2/3 level support Mobility needs you As Network/communication engineer Voice/Data/IoT-Cloud you will be responsible for supporting the teams in developing, implementing, monitoring and maintaining highly scaled communication network systems globally. Therefore, Schindler seeks for a flexible and independently working person that is willing to work in a dynamic and agile environment, dealing with IoT (Internet of Things) and communication technologies). Further expectations include: Fluent in English and German Understand state of the art wired/wireless communication technology principles (IPv4/6) Understand IoT/embedded system design principles in end to end communication aspects Understand leading edge security requirements in ICT in heterogenous environment Know cloud technologies and its automation and management aspects Used to participate global projects in virtual teams This role is an excellent opportunity for joining a successful global ambitious company. You will have the opportunity to grow and develop both personally and professionally in a supportive and inclusive environment, working with a great bunch of people. Package includes an attractive salary, flexible working hours and a modern multi-space office, in the center of Switzerland, close to Lucerne.',\n", + " 'soft_skills': '[\"Leadership\", \"Professionalism\", \"Management\", \"Communications\", \"Virtual Teams\", \"Wireless Communications\", \"Innovation\"]',\n", + " 'hard_skills': '[\"Automation\", \"Wireless Mesh Networks\", \"Agility\", \"Juniper Network Technologies\", \"IPv4\", \"Ethernet\", \"Communications Systems\", \"Global Project Management\", \"Genesis Communications Networks\", \"Industrialization\", \"Maintainability\", \"Controller Development System (CoDeSys)\", \"Levelling\", \"Uptime\", \"Hostile Work Environment\", \"Mobility\", \"Corporate Governance Of ICT\", \"Multimedia\", \"Industrial Control Systems\", \"Embedded Systems\", \"Digitization\", \"Personalization\", \"Network Communications\", \"Scalability\", \"Network Monitoring\", \"Office Space Planning\", \"Network Security\", \"Security Requirements Analysis\", \"Systems Design\", \"Digital Product Management\", \"Data Direct Networks\", \"Project Management\", \"Additives\", \"Product Support\", \"Centering\", \"Internet Of Things (IoT)\", \"New Product Development\", \"Cloud Technologies\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'software engineer c++',\n", + " 'location': 'Basel',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-6.15360327e-02 1.70069948e-01 3.69094670e-01 -4.79845591e-02\\n4.70457852e-01 -2.11933196e-01 -7.08187371e-02 2.78565824e-01\\n2.95023248e-02 -3.25105608e-01 4.88465913e-02 -2.35919148e-01\\n-1.46300763e-01 1.73026562e-01 9.29632112e-02 4.72389370e-01\\n3.19536090e-01 1.15963891e-01 -1.04019299e-01 3.63617152e-01\\n1.43307418e-01 -1.01917334e-01 1.59268215e-01 8.21938634e-01\\n3.83604348e-01 -5.87992370e-02 -6.00261986e-02 -1.12783508e-02\\n-2.19714239e-01 -1.16500683e-01 4.06501740e-01 1.43361226e-01\\n-7.79786855e-02 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developing and selling advanced cell imaging platforms helping our customers in the pharmaceutical industry and in academia to make their drug discovery and research more efficient. We are an ETH Spin-off company, seeking highly motivated and talented individuals who want to contribute in shaping the future of drug discovery. Our core technology consists of a bio-sensor made out of an application specific integrated circuit (ASIC) chip. Together with an FPGA-based data acquisition platform and with our software suite MaxLab Live, this technology is used for drug discovery and to investigate brain cells at unprecedented detail and resolution. We are now enhancing our software MaxLab Live to perform automated experiment routines by means of a Python API (boost.python). Additionally, we are implementing various data analysis and visualization routines to enhance the user experience of our customers and to help them improve their research and drug discovery applications. For both of these activitieswe are seeking a highly motivated software engineer to help us either on the backend to improve the Python API and/or on the frontend with the user interface for data analysis and visualization. Your Profile Studies in computer science, electrical engineering, biology or related field Experience with C++ (C++11/14) and Linux Enjoy pushing technology to its limits You Get Working with cutting-edge technology Working on a modern C++11 code base Freedom to come up with and work on your own ideas Be part of a fast-paced technology startup at the intersection between biology, engineering and data science Are you motivated, innovative and committed to delivering first-rate performance? Have you ever wanted to work with cutting-edge technology involving both engineering and biology? Do you enjoy working in an international, multidisciplinary, and interactive team? Then we might have a position for you. Join MaxWellBiosystems in innovating the future of electrophysiology for drug discovery and basic research. Jan Müller looks forward to receiving your application documents (cover letter, short CV) by email at jan.mueller@mxwbio.com.',\n", + " 'soft_skills': '[\"Research\", \"Positivity\", \"Innovation\", \"Investigation\"]',\n", + " 'hard_skills': '[\"Automation\", \"Live Cell Imaging\", \"Basic Research\", \"Interactivity\", \"Field-Programmable Gate Array (FPGA)\", \"Computer Science\", \"Boost (C++ Libraries)\", \"Documentation Based Coding\", \"Industrialization\", \"Visualization\", \"Software Suite\", \"C++ (Programming Language)\", \"Python (Programming Language)\", \"Push Technology\", \"Component Object Model (COM)\", \"Linux\", \"Agile Edge Technologies\", \"Limiter\", \"Application Specific Integrated Circuits\", \"Software Engineering\", \"Data Science\", \"Electronics\", \"Biology\", \"Electrical Engineering\", \"Electrophysiology\", \"Data Acquisition\", \"Biological Engineering\", \"Receivables\", \"Pharmaceuticals\", \"Drug Discovery\", \"Additives\", \"User Experience\", \"Custom Backend\", \"ASIC Programming Language\", \"Application Programming Interface (API)\", \"Integrated Circuits\", \"User Interface\", \"Data Analysis\", \"Advanced Imaging Technology\"]',\n", + " 'languages': \"['English', 'Tsonga']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data scientist (m/w)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.41230571e-01 3.20579290e-01 3.75774533e-01 -5.87651171e-02\\n4.43441123e-01 -1.29961938e-01 -1.92020759e-02 4.41386491e-01\\n-1.59575537e-01 -4.24713194e-01 -1.46686330e-01 -3.25343221e-01\\n1.14388704e-01 2.04729050e-01 -1.23882887e-03 4.20161128e-01\\n3.73519152e-01 -1.16898101e-02 -2.07619742e-01 1.32103652e-01\\n8.86699557e-02 -3.35102119e-02 4.04846482e-02 7.49066710e-01\\n4.03577298e-01 3.07110511e-02 9.69275273e-03 2.29009271e-01\\n-2.27694642e-02 -3.00659746e-01 4.20081764e-01 6.77612126e-02\\n-9.78656411e-02 -1.45831376e-01 1.00099869e-01 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scientists and will compile the information needed for strategic decisions of the board of directors. As a coordinator you will identify, propose and support solutions for relevant topics such as: - high performance data management documentation, exchange and curation systems - e-lab journals, repository systems, data management plans - identification, architecture and design of new technologies As contact person for data management you will lead a user group consisting of experts out of our research departments and you will organize and partly lead trainings and workshops or working groups and coordinate various activities with external partner. Your profile: You have a university degree (MSc degree) in computational science, or a related scientific discipline. You have already demonstrated experience in research and project management. You are interested to work closely together with our researchers on data science questions. You are a team player and your strengths include taking personal responsibility, high motivation for excellence, flair for elaborating out-of-the-box solutions. Strong interpersonal and communication skills are essential alongside the ability to collaborate with peers and scientific partners. Excellent communication skills in English and German are mandatory. The position is first limited to 2 years. Benötigte Skills Englisch Datawarehouse',\n", + " 'soft_skills': '[\"Coordinating\", \"Research\", \"Verbal Communication Skills\", \"Collaboration\"]',\n", + " 'hard_skills': '[\"MSC Software\", \"Compilers\", \"Computer Science\", \"Data Management\", \"Strategic Decision-Making\", \"Instructor-Led Training\", \"Journals\", \"Activism\", \"E (Programming Language)\", \"Data System\", \"Limiter\", \"Data Science\", \"Consolidation\", \"Data Management Plan\", \"Personalization\", \"High Performance Fortran (Concurrent Programming Language)\", \"Clinical Data Management\", \"Group Work\", \"Project Management\", \"Curation\", \"Document Management\"]',\n", + " 'languages': \"['English', 'Limburger', 'Armenian', 'Burmese', 'Marshallese']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'backend engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.93609878e-01 2.38891289e-01 4.06519204e-01 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You are passionate about complex data processing pipelines and keep up to date with best practices and new technology. You like to mentor your colleagues. You do not believe in big rewrites, but in continuous improvements. You will shape and implement our API services at internet scale. Together with your team, you are going to be constantly improving existing features, reliability, flexibility and scalability of our system. REQUIREMENTS: - Extensive experience with data pipelines, service oriented architecture and distributed systems - Experience with web-scale systems handling hundreds of concurrent requests at low latency - Extensive experience with relational and document oriented Databases - Experience with Docker, Kubernetes on GCP and/or AWS - Fluency in Python, C++ and another language - MSc/PhD in computer science or similar Benötigte Skills Senior C++ Python',\n", + " 'soft_skills': '[\"Reliability\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"MSC Software\", \"Kubernetes\", \"Low Latency\", \"System Requirements\", \"Web Operating Systems\", \"Computer Science\", \"Service-Oriented Architecture\", \"Good Agricultural Practices\", \"Scale (Map)\", \"C++ (Programming Language)\", \"Python (Programming Language)\", \"Pipelining\", \"Data Processing Systems\", \"Document-Oriented Databases\", \"Docker (Software)\", \"Handle Systems\", \"Scalability\", \"Continuous Improvement Process\", \"Electronic Data Processing\", \"Google Cloud Platform (GCP)\", \"Amazon Data Pipeline\", \"Application Programming Interface (API)\", \"Custom Backend\"]',\n", + " 'languages': \"['English', 'Oromo']\"},\n", + " {'company_id': '125',\n", + " 'job_title': 'natural sciences analyst in the data analytics center 80-100%',\n", + " 'location': 'Basel',\n", + " 'industry': 'Colleges & Universities',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.57026637e-01 2.32859910e-01 4.49538589e-01 2.51548178e-02\\n4.80997980e-01 -1.22811340e-01 -1.84660733e-01 3.95710647e-01\\n-5.45534715e-02 -3.93182874e-01 -1.87619075e-01 -3.27390939e-01\\n-2.68942527e-02 1.70797706e-01 6.34973347e-02 4.91061807e-01\\n4.01009321e-01 -3.90403382e-02 -1.41165122e-01 1.73101842e-01\\n1.14961557e-01 2.94276085e-02 -6.37388974e-03 7.87521958e-01\\n4.24799711e-01 1.53540839e-02 -4.53360938e-02 2.09784389e-01\\n-9.32722986e-02 -2.03079015e-01 5.21673143e-01 1.01629809e-01\\n-1.11199744e-01 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the world due to its research achievements. It counts over 12'000 students and 4'300 researchers in 7 faculties active in domains from humanities and social sciences to natural sciences. The University of Basel is promoting the growing area of Data Science by establishing a university-wide Data Analytics Center (DAC). The goal of the DAC is the advancement of research and the development of transdisciplinary synergies at the University of Basel and its partners. The service and support activities of the DAC will be provided by the Center for Scientific Computing (sciCORE) and the Digital Humanities Lab (DHLab) in collaboration with the Department of Mathematics and Computer Science (DMI). We invite applications for a data analysis support specialist (80-100%) to support quantitative research in biomedical and natural sciences. Your position The successful candidate will provide consulting and execute data analysis in research projects in various domains of natural sciences (life sciences, physics, chemistry). The primary mandate is to support research groups in need of data analysis by applying appropriate statistical, computational, and visualization methods, helping with experimental design, and making fundamental methodological advances. The position will involve hands-on data analysis and contributions to teaching (postgraduate courses), and will be hosted at sciCORE. Your profile Our ideal candidate has a strong and diversified experience (postdoctoral level) in data analysis, in particular with applications involving analysis of complex data sets (multi-scale data) using machine learning, deep learning, and other advanced statistics. Experience in high-performance computing environments (Linux) and knowledge of R and Python are required. Previous work with imaging data or *omics data, and familiarity with at least one state of the art deep learning framework will be an asset. Given the important service aspect of the position, we expect our candidate to be flexible, proactive, capable of following several projects in parallel and to have a curiosity for natural sciences in general. We offer you At sciCORE, you will be part of a highly efficient and motivated team of diverse data analysts (from biostatistics to astrophysics), data managers, and scientific IT specialists. As a member of the DAC you will also join forces with support scientists at the DHLab and DMI. External collaborations and co-authorship in publications can be expected. We support our team members in their own training, networking and career development. You will have the opportunity to contribute in shaping the organization and development of this data analysis platform. The initial contract is for 2 years, with possibility of renewal into a permanent contract. The University of Basel is an equal opportunity and family friendly employer committed to excellence through diversity. Application / Contact We look forward to receiving your complete application via the university's online application portal (see button below). Applications should include a curriculum vitae, list of publications indicating the five most significant papers, a link to your code repository or portfolio of data analysis projects, and names of three potential referees. Applications by email cannot be considered. For further information, please contact Dr. Geoffrey Fucile scicore@unibas.ch. The position will remain open until filled.\",\n", + " 'soft_skills': '[\"Research\", \"Collaboration\", \"Proactivity\", \"Friendliness\", \"Team Motivation\", \"Teaching\", \"Curiosity\", \"Positivity\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Physical Chemistry\", \"Social Sciences\", \"Computer Science\", \"Analytics\", \"Life Sciences\", \"Data Management\", \"High Performance Computing\", \"Machine Learning\", \"Physical Science\", \"Visualization\", \"Natural Sciences\", \"Scale (Map)\", \"Activism\", \"Python (Programming Language)\", \"Levelling\", \"Computational Statistics\", \"Executable\", \"DR-DOS\", \"Hosting\", \"Minimum Data Set\", \"Quantitative Research\", \"Data Science\", \"Scientific Computing\", \"Equalization\", \"R (Programming Language)\", \"Biostatistics\", \"Deep Learning\", \"Survey Data Analysis\", \"Receivables\", \"Humanism\", \"Imaging\", \"Astrophysics\", \"Digital Humanities\", \"Logistics Support Activity\", \"Career Development\", \"Centering\", \"Experimental Design\", \"Data Analysis\"]',\n", + " 'languages': \"['English', 'Kanuri', 'Malayalam']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'data management software engineer (w/m)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-4.04619247e-01 2.37983733e-01 5.40266812e-01 -1.12129927e-01\\n4.37007159e-01 -1.66741446e-01 9.36558768e-02 1.43781796e-01\\n-5.95327504e-02 -2.85568804e-01 -8.73139426e-02 -3.11490208e-01\\n-1.39583722e-01 3.46547067e-02 1.82638094e-01 5.57610631e-01\\n2.44249985e-01 3.16596553e-02 -2.86290497e-01 2.62290210e-01\\n8.15777108e-02 2.19135615e-03 -1.83395296e-03 7.27779508e-01\\n4.82069224e-01 -1.06577566e-02 -5.05015664e-02 -9.33204442e-02\\n-2.81174451e-01 -2.42011547e-01 4.95320857e-01 8.96196067e-03\\n-1.20651104e-01 -2.40456611e-01 8.06236491e-02 1.22564416e-02\\n-1.48057103e-01 -1.06481209e-01 1.21796452e-01 1.73215896e-01\\n-4.96022940e-01 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Ihr Aufgabenbereich Developing and supporting Data Management Framework application(s) ranging from small integration tools to full-blown applications, over time building up an integrated solution suite enabling Data Management to support the enterprise in becoming even more data driven Contributing to overall data management capability development, spanning various topics like data modeling, metadata management, data standardization and master & reference data management Being part of the development team supporting the Risk Modelling Platform generic components underpinning a range of business critical capital modelling applications Supporting incident resolution; working with the BUs to mitigate associated impacts Ihr Profil University level education, e.g. Computer Science, Computer Engineering, or Engineering Discipline 10+ years of experience in enterprise-grade software development 10+ years of experience with C# .NET framework development High degree of customer focus & end-to-end solution delivery attitude Proficiency in C# and object-oriented programming concepts, enjoys writing clear, maintainable code, tests and documentation Familiarity with enterprise application architecture patterns (concurrency models, unit-of-work etc.), transactional processing, domain driven design, REST APIs and service oriented architecture including solid skills in managing complexity with decoupling and dependency injection Knows how to approach a problem statement, steer the requirements engineering and drive the technical solution design Experience in the data management domain (metadata, master & reference, data quality, etc.) are a plus Has excellent communication skills, both written and oral, able to interact with different management levels Fluent in written & spoken English, German is a plus Ihre Chance Haben wir Ihr Interesse geweckt und Sie sind bereit eine neue Herausforderung anzunehmen? Dann schicken Sie Ihre vollständigen Bewerbungsunterlagen an jobs@oneagency.ch Ort: Zürich Spezialisierung: C# / C++ / C .NET Entwicklung Sprachen: Deutsch Englisch Job ID: 7379',\n", + " 'soft_skills': '[\"Writing\", \"Management\", \"Integration\"]',\n", + " 'hard_skills': '[\"Code Testing\", \"Reference Data\", \"Mitigation\", \"Tooling\", \"Capitalization\", \"Interactivity\", \"Computer Science\", \"Metadata\", \"Data Management\", \"Data Modeling\", \"Service-Oriented Architecture\", \"Build Time\", \"Branding\", \".NET Framework\", \"Service Level Management\", \"E (Programming Language)\", \"Levelling\", \"Applications Architecture\", \"Concurrency Pattern\", \"Programming Concepts\", \"C (Programming Language)\", \"Domain Driven Design\", \"Application Portfolio Management\", \"C# (Programming Language)\", \"Dependency Injection\", \"Solution Delivery\", \"Requirements Engineering\", \"Clinical Data Management\", \"Capability Development\", \"Computer Engineering\", \"Technical Solution Design\", \"Transaction Processing (Business)\", \"Software Development\", \"Solution Design\", \"Metadata Modeling\", \"Maintaining Code\", \"RESTful API\"]',\n", + " 'languages': \"['English', 'Welsh', 'Sundanese']\"},\n", + " {'company_id': '82',\n", + " 'job_title': 'big data engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Staffing & Outsourcing',\n", + " 'website': 'www.nicollcurtin.com',\n", + " 'jobdescription_embedded': '[[-3.59203309e-01 2.84078747e-01 4.03332740e-01 7.03492612e-02\\n6.18659675e-01 -2.21305519e-01 -3.66830193e-02 4.68001425e-01\\n-9.57974698e-03 -3.22790772e-01 -1.28672332e-01 -1.54692918e-01\\n-7.85306841e-02 1.48028374e-01 1.81689672e-02 2.28859752e-01\\n3.20908666e-01 1.63636461e-01 -3.45691405e-02 3.29709291e-01\\n7.10510910e-02 -1.42218173e-01 1.08264901e-01 6.83549345e-01\\n3.48668456e-01 5.43728704e-03 -8.57399628e-02 3.12719084e-02\\n-3.08920473e-01 -2.14215368e-01 3.86555463e-01 -7.77928308e-02\\n-1.15295649e-01 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international tier-1 banking client of mine is seeking a Big Data DevOps Engineer for a job opportunity in Zurich. This bank has always been at the forefront of technology advancements and development of banking applications, and they currently need a Big Data DevOps Engineer. As the Big Data DevOps Engineer in Zurich, you will have the opportunity to build and maintain a big data platform along with a team of engineers and systems experts. You will be responsible for deploying, automating, maintaining, troubleshooting, and improving the systems that keep the back-end infrastructure running smoothly. Some key skills you will need for this role; Cloudera Hadoop administration/engineering experience, understanding of Linux engineering, Cluster management skills, ability to support incident management skills which means good customer-facing skills as well, and good problem-solving skills. Additionally, skills with Tableau administration, Control-M or Rundeck exposure as well as knowledge of SQL syntax will be very desired. This is for a contract job with an initial duration of six months. To apply for this Big Data DevOps Engineer job within banking in Zurich, please forward your CV to ameya.khare@nicollcurtin.com.',\n", + " 'soft_skills': '[\"Infrastructure\", \"Troubleshooting (Problem Solving)\", \"Management\", \"Problem Solving\"]',\n", + " 'hard_skills': '[\"Automation\", \"Syntax\", \"Tableau (Business Intelligence Software)\", \"Back End (Software Engineering)\", \"Banking\", \"Data Management Platforms\", \"Expert Systems\", \"Additives\", \"Component Object Model (COM)\", \"Linux\", \"Maintainability\", \"Control-M (Batch Scheduling Software)\", \"Incident Management\", \"Big Data\", \"SQL (Programming Language)\", \"DevOps\", \"Rundeck\"]',\n", + " 'languages': \"['English', 'Sinhalese']\"},\n", + " {'company_id': '107',\n", + " 'job_title': 'software engineer, full-stack',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'Enterprise Software & Network Solutions',\n", + " 'website': 'www.spotme.com',\n", + " 'jobdescription_embedded': '[[-2.40400463e-01 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SpotMe has been recognized by G2 Crowd as the leading pure play mobile event app, a growing space that represents more than $1 billion in potential annual revenue. Our ambition is to double down on this opportunity, use events as a springboard and extend our positioning into Digital Experience Platforms (DXP) for employees and customers. Today, SpotMe serves over 220 global brands, including 80 Fortune 500 companies. Some of the world’s largest companies – including Novartis, L’Oréal and Daimler – use SpotMe to connect every event to their greater story. Responsibilities: Develop new features of the SpotMe Backstage, our CMS Optimise user experience, streamline workflows, improve feedback and reporting Perform complete UI/UX re-design with ease of use, contextual aid in mind Work in cross-team projects on new & improving existing features Participate in brainstorming, specification and design sessions Maintain documentation, samples & best practices up to the highest standards Requirements & Skills: Native JavaScript and CSS speaker, proficient in Angular & Node.js Experience with SQL & No-SQL databases is a plus Demonstrated success in designing and building complex web applications Strong analytical, communication and collaboration skills Proactive, independent, completes tasks down to resolution ',\n", + " 'soft_skills': '[\"Visionary\", \"Collaboration\", \"Proactivity\", \"Brainstorming\", \"Communications\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Angular (Web Framework)\", \"Streamlines\", \"Springboard\", \"Hyper SQL Database (HSQLDB)\", \"Node.js\", \"Cascading Style Sheets (CSS)\", \"Digitization\", \"User Experience\", \"Maintainability\", \"Workflows\", \"Performance Reporting\", \"JavaScript (Programming Language)\", \"Analytics\", \"SQL (Programming Language)\", \"Branding\", \"Zope (CMS)\", \"Mobility\"]',\n", + " 'languages': \"['English', 'Tajik', 'Dhivehi']\"},\n", + " {'company_id': '10',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Computer Hardware & Software',\n", + " 'website': 'www.adnovum.ch',\n", + " 'jobdescription_embedded': '[[-1.95624158e-01 3.97409528e-01 5.07171333e-01 -4.06459570e-02\\n5.41350424e-01 -8.11445639e-02 7.53710493e-02 3.58455390e-01\\n-3.10194045e-02 -5.43209136e-01 -1.87547192e-01 -1.59705579e-01\\n7.89334401e-02 1.13280721e-01 1.94852591e-01 3.26767713e-01\\n4.62987572e-01 7.56500736e-02 3.62817454e-03 3.83732766e-01\\n-1.62129730e-01 -9.87617448e-02 1.34480879e-01 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Your main working language with our customers will be German. We look for Software Engineers for our locations in Bern and in Zurich. Depending on your qualifications, past experience and project, you will be involved in the analysis, specification and implementation of technical requirements in one of the following disciplines: Application development You implement the functional requirements of our customers with a broad spectrum of technologies and development processes. Integration Your focus is on quality attributes (non-functional requirements). You get the developed solutions up and running (deployment, technical architecture, etc.) and connect them to the customer's systems. By operating at the interface between customers and highly qualified development teams, you will gain a deeper insight into the broader interrelationships in the software development process and benefit from the extensive experience of our application development, integration and security specialists.\",\n", + " 'soft_skills': '[\"Operations\", \"Integration\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Web Applications\", \"Process Development\", \"Software Development\", \"Functional Requirement\", \"Software Engineering\", \"Process Integration\", \"Mobility\"]',\n", + " 'languages': \"['English', 'Malagasy']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'software engineer (m/w)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.32771158e-01 3.23575675e-01 3.22079837e-01 2.11038645e-02\\n4.28447992e-01 -8.46897438e-02 -6.14280589e-02 2.52944112e-01\\n-7.71240592e-02 -4.60035145e-01 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algorithms Experience in applying machine learning and deep learning for real-world applications In-depth understanding of concepts such as algorithms, networking and internet technology Able to communicate well in English and to thrive in a peer-driven engineering culture Benötigte Skills Scala C++ JAVA Python Python Bash Englisch',\n", + " 'soft_skills': '[\"Communications\", \"Writing\"]',\n", + " 'hard_skills': '[\"Python Server Pages\", \"Luigi (Python Package)\", \"Prediction\", \"Machine Learning\", \"Project Management Life Cycle\", \"C++ (Programming Language)\", \"Scala (Programming Language)\", \"Python (Programming Language)\", \"Pipelining\", \"Machine Learning Methods\", \"Github\", \"Agile Software Development\", \"Machine Learning Algorithms\", \"Bash (Scripting Language)\", \"Electronic Data Processing\", \"Deep Learning\", \"Atlassian Confluence\", \"Software Development\", \"Algorithms\", \"Production Code\", \"Git Flow\", \"JIRA Studio\", \"Java (Programming Language)\", \"Data Processing\"]',\n", + " 'languages': \"['English', 'Corsican', 'Marathi', 'Bulgarian']\"},\n", + " {'company_id': '48',\n", + " 'job_title': 'front-end software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-5.42001687e-02 2.34355092e-01 4.70845371e-01 -8.38351250e-02\\n5.17368853e-01 -7.06578940e-02 -1.99809670e-03 4.08608556e-01\\n1.68794662e-01 -4.28181887e-01 -2.20953487e-03 -2.94494361e-01\\n-7.07552657e-02 1.58489607e-02 -1.06429569e-02 3.90653312e-01\\n3.52239162e-01 2.10637957e-01 -1.57270715e-01 3.66716325e-01\\n9.27976817e-02 -9.69800055e-02 1.61560595e-01 8.27780902e-01\\n3.65579188e-01 -1.17771421e-02 -7.89073557e-02 -2.29799375e-02\\n-1.33444965e-01 -2.06020236e-01 6.04864717e-01 5.29014133e-02\\n-1.13141350e-01 -5.20530462e-01 6.96166828e-02 2.14777626e-02\\n-1.41484380e-01 -5.19886687e-02 -9.82794762e-02 1.72007114e-01\\n-5.24042189e-01 -1.84206218e-01 -7.36353695e-02 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The company has revolutionized how people eat at work with its intelligent technology - the FELFEL fridge. The company is among the fastest growing startups in Switzerland with over 80 employees. Our Technology team - currently consisting of 10 engineers - has built the heart of FELFEL's product and is responsible for our success as a leading European foodtech company. In this role, you will work very directly with the CTO, our founders and other teams at FELFEL (product, growth, sales, support, etc.) to improve the experience for our end customers eating at work every day, as well as the internal users of our technology. YOUR ROLE: Drive the evolution of the front-ends serving consumers and internal users. Build high-quality mockups and design prototypes around customer needs. Coordinate with our backend engineers to evolve the APIs required by the front-ends. Iteratively improve the user experience by incorporating feedback from customers and internal users. Assist with the development of our React Native based mobile apps. Maintain build automation pipelines to ensure efficient & reliable front-end deployment. WHO YOU ARE: You are an experienced front-end engineer with broad programming skills. You are able to build production-ready software that meets the needs of our customers and internal users. You have significant experience in building front-ends with the React framework. You can architect and implement robust software capable of embracing change. You are able to create effective user experiences from product specifications and insight into user psychology. Experience in building mobile apps with React Native is a plus. You possess a degree in Computer Science or related fields. You thrive in a collaborative environment involving different stakeholders and domain experts. Curiosity is key. We like to learn new stuff, fail fast and explore new territories - so do you. Your attitude is positive. ‘The Answer is Yes’. You are fluent in written and spoken English. If you speak German and/or French - even better. Authentic love & passion for good food. Non-smoker during work time: You never smell like cigarettes and don’t smoke during the day: FELFEL is about healthy living. EU/EFTA or Swiss work permit. WHAT WE OFFER: Lots of good (like really good ;)) food. Just steps away from your desk – we make all food dreams come true… Barista: Our office barista makes fresh coffee & tea for the whole team every day: be it Cappuccino, Americano, Espresso, Chai or Matcha – whatever you prefer the most! Holidays: Enjoy 5 weeks of holidays every year Birthday retreat: On top of your 5 weeks off, take a half day off work to enjoy your birthday Transport: We encourage employees to use public transport by financing the half-fare card Family: FELFEL is a family business with strong values and traditions. We support parenting by giving 1 week of holidays for new dads, 16 weeks for new mums, and paying for up to two days per week of child care People: A great international & diverse team (20 different nationalities!) of talented people who turn their passion into a career (English is our company language) Location: We are located in the heart of Zurich - on the top floor in a bright, open office // We are located in the heart of Lausanne - a lovely office with a beautiful view. Every now and then, get the chance to work from your second office and enjoy an evening in a different city ;) Makers. We are looking for people who want to make a difference - Ownership is an important FELFEL credo. Fun. We 'host' various events, including team aperitifs, sleigh rides, breakfast events and the well-known FELFEL summer & winter-outings… In the summer days we offer working outside in the lake beach clubs or similar locations for a refreshing working day :) Modern way of working. We use the latest technologies and offer time flexibility to individual team members (it matters ‘what’ you do, not ‘when’ in the day). Deep & variegated tech stack - we do everything from monitoring fridge temperature to creating management dashboards. Relocation support if you are based outside of Switzerland. We know that moving can be a challenge in terms of housing & documentation – we will do our best to make it as smooth as possible. HOW YOU APPLY: Interested? Please click on the link “APPLY NOW” and introduce your details in the form on careers.felfel.ch. We can only consider applications submitted via the form and we will get back to you latest 72 hours after your submission. What do we need? CV & short cover letter where you explain why you are our new Front-End Software Engineer. WHO WE ARE, THE FELFEL COMPANY FELFEL revolutionizes how people eat at work with smart technology. Our intelligent fridge makes it possible - good food all day long for employees at work, created by the best local chefs. Over 60'000 employees at more than 400 companies in Switzerland already benefit from a FELFEL fridge at work. FELFEL is a family-owned company and supports small, local producers in Switzerland. Sustainability is a core company value. The company has won several prestigious awards, among others the Swiss Economic Forum Award in 2017. The company was founded in 2013 and counts over 80 employees today. Friendship, respect, 'eating good food together' are key elements of our company culture. You can find more insights on the company and the team on LinkedIn, Facebook, Instagramand of course our website.\",\n", + " 'soft_skills': '[\"Positivity\", \"Coordinating\", \"Collaboration\", \"Management\", \"Reliability\", \"Curiosity\", \"Sales\"]',\n", + " 'hard_skills': '[\"Mockup\", \"Programming (Music)\", \"Sustainability\", \"Computer Science\", \"Consumables\", \"Psychology\", \"Building Automation\", \"Mobile App\", \"Authentications\", \"Office Open XML\", \"React Native\", \"Prototyping\", \"Maintainability\", \"Iterators\", \"Pipelining\", \"Software Engineering\", \"Dashboard\", \"React.js\", \"Hosting\", \"Espresso (Android Testing Framework)\", \"Finance\", \"User Assistance\", \"Flooring\", \"Foods\", \"Public Transport\", \"Child Care Policy\", \"Front End (Software Engineering)\", \"Economics\", \"Build Automation\", \"User Experience\", \"Custom Backend\"]',\n", + " 'languages': \"['English', 'Venda', 'Hiri Motu']\"},\n", + " {'company_id': '40',\n", + " 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The team provides server-side solutions for pricing and execution of a wide range of financial instruments including FX Vanilla & Exotic Options. The programme of work has a very high profile and is recognised to be a key part of our business strategy. Responsibilities Design and implement solutions, writing high quality code and adhere to coding standards Work across full delivery cycle to ensure high quality delivery, utilizing automated testing Support the system / team in resolving high-priority defects and deploying fixes to production systems Work as part of an agile development team and collaborate with global business and IT stakeholders Perform level 3 support, assisting production operations team in rollout and support-related matters Requirements Strong server-side Java skills, including expertise in multi-threaded performance critical programming Large-scale enterprise, object-oriented design experience and hands-on experience in building distributed systems Applied solutions to cater for non-functional requirements including stability, manageability, scalability, capacity and performance Strong analytical, problem-solving and synthesizing skills (you know how to figure stuff out) Working experience in agile SDLC and TDD methodology, with Git/GitHub and continuous integration Ability to work closely with business partners, as part of a global team, delivering iteratively Interest in financial industry or FX derivatives business knowledge Exposure to electronic trading platforms and FIX engines is an added advantage Nice to have: some Java Swing knowledge, Apache Kafka Passionate about what you do, you value excellence, learning and integrity, you like a work Environment that places emphasis on teamwork, collaboration and delivering business value while Working at a sustainable pace Someone who is technically excellent and can aspire, and inspire others, to our values and culture Proactive, detail-oriented and comfortable working in dynamic environments with fast paced deliveries and changing requirements Quick learner An excellent communicator, strong written and verbal communication skills in English We offer Large developer community around the world Career development across technologies and domains Competitive compensation Extensive in-house educational opportunities Dynamic teams and creative work environments Corporate and social events Being part of an international organization servicing both local and global clients Unlimited access to LinkedIn learning solutions Additional Please note that any offers will be subject to appropriate background checks We do not accept CVs from recruiting or staffing agencies Due to the Swiss labour legislation we can only accept EU candidates and applicants who have open work permit for Switzerland',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Writing\", \"Teamwork\", \"Collaboration\", \"Proactivity\", \"Management\", \"Problem Solving\", \"Communications\", \"Operations\", \"Detail Oriented\", \"Integration\", \"Creativity\", \"Socialization\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Electronic Trading Platform\", \"Test-Driven Development (TDD)\", \"Nice (Unix Utility)\", \"Agility\", \"Programming (Music)\", \"Sustainability\", \"Analytics\", \"Automated Testing Framework\", \"Business Partnering\", \"Continuous Integration\", \"Business Strategies\", \"Industrialization\", \"Legislation\", \"Scale (Map)\", \"Financial Instrument\", \"Functional Requirement\", \"Financial Information eXchange (FIX) Protocol\", \"Levelling\", \"Apache Kafka\", \"Executable\", \"Server-Side\", \"Iterators\", \"Hostile Work Environment\", \"Software Engineering\", \"Github\", \"AD Model Builder (ADMB)\", \"International Organizations\", \"Electronic Trading\", \"Scalability\", \"Object-Oriented Design\", \"Production Systems\", \"Community Development\", \"Swing (Dance)\", \"Career Development\", \"Quality Cost Delivery\", \"Additives\", \"Git Flow\", \"Derivatives\", \"Java (Programming Language)\", \"Agile Product Development\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'java software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 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This role is a permanent position based in Zürich or Bern Canton depending on candidate preference. Your role: Develop sophisticated web / JEE applications. Develop software & enterprise architectures. Design technical solutions in collaboration with customers. Making cost estimates. Contribute to the further development of software development within the business. Your Skills: Experienced in the development of solutions based on Java technologies / open source frameworks. Good knowledge in the following areas: JAVA frameworks for dependency injection O / R mapping & access control (Spring, Hibernate) JAVA application server (Tomcat, JBoss, WebSphere or WildFly) Spring & Vaadin JAVA Web technologies (JSF and PrimeFaces ) Client-side JavaScript UI technologies (Angular 2, React) JAVA UI technologies (JavaFX) Cloud technologies (Docker, Openshift, Kubernetes) Database technologies (Oracle, MySQL, Maria DB) Experience in agile software development is advantageous. Your Profile: Higher education in Computer Science. Self-driven, self-motivation, open-minded & solution-oriented. Cooperative, quality-focused & both customer & team-oriented. Analytical, conceptual & in possession of a quick understanding. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " 'soft_skills': '[\"Self-Motivation\", \"Team Oriented\", \"Cooperation\", \"Collaboration\", \"Positivity\"]',\n", + " 'hard_skills': '[\"MySQL\", \"OpenShift\", \"Kubernetes\", \"Computer Science\", \"Analytics\", \"Mobile Application Software\", \"Higher Education\", \"Vaadin\", \"Hibernate (Java)\", \"Primefaces\", \"WildFly (JBoss AS)\", \"Application Servers\", \"Software Engineering\", \"React.js\", \"Agile Software Development\", \"Open Source Technology\", \"Docker (Software)\", \"Conceptualization\", \"Enterprise Architecture\", \"Java Application Server\", \"Java Collections Framework\", \"Project-Based Solutions\", \"Access Controls\", \"Dependency Injection\", \"Cost Estimation\", \"R (Programming Language)\", \"JavaScript (Programming Language)\", \"JavaFX\", \"Receivables\", \"Angular (Web Framework)\", \"Technical Solution Design\", \"Java Web Services\", \"Software Development\", \"Mapping\", \"Java (Programming Language)\", \"Apache Tomcat\", \"JSF 2\", \"Cloud Technologies\"]',\n", + " 'languages': \"['English', 'Marathi', 'Luxembourgish', 'Tatar', 'Amharic']\"},\n", + " {'company_id': '145',\n", + " 'job_title': 'c++ back end software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Aerospace & Defence',\n", + " 'website': 'www.veritystudios.com',\n", + " 'jobdescription_embedded': '[[-1.94348380e-01 3.86654705e-01 4.00781035e-01 3.70950587e-02\\n5.85618258e-01 -1.16143979e-01 -2.10347958e-02 2.62955159e-01\\n9.63716656e-02 -3.22371721e-01 -3.28790210e-03 -4.09738719e-01\\n-1.03634223e-01 1.12887949e-01 1.03849776e-01 5.52141428e-01\\n1.49206609e-01 8.52243900e-02 -2.57271886e-01 4.74316716e-01\\n4.91118729e-02 -1.25223652e-01 2.05478594e-01 7.69396424e-01\\n3.64225090e-01 3.89648750e-02 -1.39195040e-01 -4.26500700e-02\\n-2.08582491e-01 -1.09238833e-01 4.75828141e-01 5.23496680e-02\\n-9.49341282e-02 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looking for an experienced and versatile back end software engineer capable of designing and developing high quality software for Verity's indoor drone systems. Designing software back ends for drone systems requires addressing new and challenging problems such as: (a) defining robust and reliable communication protocols to interact with embedded devices (both on wired and wireless connections), (b) implementing components to retrieve, store, and process significant amount of data in an efficient and responsive fashion, and (c) designing algorithms to easily and safely coordinate the operation of hundreds of drones and other system components. Our software team works on a multitude of challenging and interesting tasks, such as implementing drivers for proprietary embedded platform, defining robust and efficient communication protocols, designing algorithms to retrieve, process, and analyze significant amount of data, and implementing graphical user interfaces for control stations. Verity is the global leader in autonomous indoor drone systems and a leading provider of drone failsafe technology. Founded in 2014, Verity's drones have completed more than 150,000 autonomous flights safely above people, in more than 100 facilities in 20 countries worldwide. Its systems also enable the deployment of dynamic sensors and other payloads anywhere in commercial and industrial facilities. Verity's drones have been used by some of the world's biggest names in entertainment, including Cirque du Soleil and Madison Square Garden, and in global tours of major artists including Drake and Metallica. We are entrepreneurs, engineers, artists, professionals, mathematicians, and designers; all working as one. Do you want to join a fast-moving start-up where your contributions will make a difference? Then join us! Responsibilities. Design and develop robust and efficient solutions for advanced robotic systems Participate in all the stages of the development process, including requirements gathering, design, implementation, testing, review, documentation, and deployment Interact with other engineering teams to define and review design documents Cooperate with control engineers to design protocols to interact with robotic systems in order to send commands and collect feedback data Cooperate with embedded engineers to understand the constraints of embedded platforms and design smart and reliable embedded applications Interact with front end engineers to define the interfaces between back ends and front ends Design general purpose libraries that can be used across Verity's code base Qualifications. University degree in a relevant field Proven track record in designing and developing industrial-grade software Solid knowledge of software engineering principles In-depth understanding of algorithms and data structures Experience with database design and handling large amount of data is a plus Experience with distributed systems is a plus Good written and spoken English language skills Excellent knowledge of C++ and STL Familiar with GDB and other debugging and program analysis tools Knowledge of libraries such as Boost and Qt and is a plus Experience in Python, C and modern C++ is a plus Experience with PCB schematics and digital communication interfaces (e.g. SPI, CAN, I2C) is a plus Team player and self-driven Creative approach to problem solving Benefits. Work in an interdisciplinary, highly-skilled team Create ground-breaking systems, used by some of the world's most prominent stage productions Shape the culture and have a significant impact in a rapidly growing young company\",\n", + " 'soft_skills': '[\"Professionalism\", \"Coordinating\", \"Cooperation\", \"Problem Solving\", \"Operations\", \"Reliability\", \"Creativity\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Tooling\", \"Control Engineering\", \"System Requirements\", \"Software Design Documents\", \"Interactivity\", \"Boost (C++ Libraries)\", \"Collections\", \"Digital Communications\", \"Repository Protocol Design\", \"Staging\", \"Industrialization\", \"C++ (Programming Language)\", \"Software Quality Management\", \"Python (Programming Language)\", \"Track (Rail Transport)\", \"E (Programming Language)\", \"Library\", \"Embedding\", \"Program Analysis\", \"Process Driven Development\", \"Database Design\", \"Software Engineering\", \"C (Programming Language)\", \"Front End Design\", \"Robotics\", \"Qt (Software)\", \"Standard Template Library (STL)\", \"Sage SAFE X3\", \"Payloads\", \"Autodesk Design Review\", \"Graphical User Interface\", \"Data Structures\", \"Systems Design\", \"Front End (Software Engineering)\", \"Back End (Software Engineering)\", \"Algorithms\", \"Communications Protocols\", \"Gardening\", \"Algorithm Design\", \"Public Address Systems\", \"Commercialization\", \"B (Programming Language)\", \"User Interface\", \"Debugging\", \"Documentation Based Coding\", \"Controllability\"]',\n", + " 'languages': \"['English', 'Chamorro', 'Amharic', 'Moldavian']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data ingenieur (m/w)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.73539215e-01 2.95446873e-01 3.41366827e-01 3.93180214e-02\\n4.40420538e-01 -1.47717759e-01 -5.48443720e-02 2.30844498e-01\\n-8.91414285e-02 -4.39024776e-01 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You optimise the use of available CPU and GPU resources for training machine learning models on large datasets on platforms such as AWS and Azure. You work with our engineers to ensure that new models can be seamlessly integrated into our applications and reliably deployed on production systems. You actively share your know-how with our other data scientists (which already includes specialists in areas such as natural language processing, recurrent neural networks and mathematics) and in turn you learn from their ideas and expertise. Requirements: You can produce scalable, reliable and easy-to-understand code in Scala, Java and/or Python. You have deployed machine learning models in production, having tested their robustness and scalability in different environments. You are familiar with a wide range of machine learning approaches, in particular deep learning models. You are passionate about the newest neural network architectures, but you also remain pragmatic and recognise that a simpler traditional machine learning model might work just as well for many use cases. You enjoy solving mathematical problems. You desire to work in a small, agile team environment. You communicate proactively and work independently. Benötigte Skills Scala JAVA Python Python',\n", + " 'soft_skills': '[\"Proactivity\", \"Communications\", \"Reliability\", \"Integration\"]',\n", + " 'hard_skills': '[\"Python Server Pages\", \"Graphics Processing Unit (GPU)\", \"Agility\", \"Natural Language Processing\", \"Scala (Programming Language)\", \"Activism\", \"Python (Programming Language)\", \"Prototyping\", \"Dataset\", \"Use Case Diagram\", \"Machine Learning Methods\", \"Benchmarking\", \"Scalability\", \"Production Systems\", \"Deep Learning\", \"Recurrent Neural Network (RNN)\", \"Resourcing\", \"Java (Programming Language)\", \"Network Architecture\"]',\n", + " 'languages': \"['English', 'Gaelic']\"},\n", + " {'company_id': '13',\n", + " 'job_title': 'c++ software engineer',\n", + " 'location': 'Valais',\n", + " 'industry': 'Architectural & Engineering Services',\n", + " 'website': 'www.albelissa.com',\n", + " 'jobdescription_embedded': '[[-1.93023220e-01 2.84971774e-01 5.76747715e-01 8.09191689e-02\\n3.79462004e-01 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platforms (CPU, GPU, DSP, memory, etc.) - Good knowledge of computer architecture - Open-minded, fast learner and willingness to learn - English fluency',\n", + " 'soft_skills': '[\"Research\", \"Willingness To Learn\"]',\n", + " 'hard_skills': '[\"C++ (Programming Language)\", \"High Performance Computing\", \"Graphics Processing Unit (GPU)\", \"Programming (Music)\", \"Algorithms\", \"Production Code\", \"Machine Learning Algorithms\", \"Optics\", \"Computer Science\", \"Machine Learning\", \"Open Control Architecture\", \"Profiling (Computer Programming)\", \"Software Engineering\", \"Mobility\"]',\n", + " 'languages': \"['English', 'Oromo', 'Akan']\"},\n", + " {'company_id': '47',\n", + " 'job_title': 'ibm db2 database administrator',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Staffing & Outsourcing',\n", + " 'website': 'www.experis.com',\n", + " 'jobdescription_embedded': '[[-1.33371219e-01 2.05799371e-01 4.27507818e-01 -8.84635597e-02\\n4.37172949e-01 -3.16156307e-03 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Our suite services range from interim and permanent to managed services and consulting, enabling businesses and candidates to achieve their goals. We accelerate organisational growth by attracting, assessing and placing specialised professional talents.On behalf of our client, a global pharmaceutical company, we are looking for an IBM DB2 Database Administrator, who is eager to join an international and dynamic team in Zurich, Switzerland. Duration: 6-8 weeks Start date: ASAPLocation: Zurich, Switzerland Languages: Fluency in English. German and any other languages are considered an asset. Responsibilities: Set-up of UAT Big Data Environment (DB2 / Attunity / HortonWorks) with the help of the Data ArchitectWriting of installation guidelines and operating guidelines for the set-up componentsReproduction of the installation for the production environmentTransfer of knowledge to the client Required Skills & Experience: Senior experience level Are you interested in this opportunity? Kindly send us your CV today via the link in the advert. Should you have any questions, please contact Nina-Beatriz Schröter on: +41 44 229 99 38.If this position is not a perfect fit for you, you may still reach out to us, as we have hundreds of open positions across Switzerland at Experis IT.To view more jobs in Zurich, please visit: https://www.experis.ch/it-jobs-zurich',\n", + " 'soft_skills': '[\"Consulting\", \"Operations\", \"Positivity\", \"Professionalism\"]',\n", + " 'hard_skills': '[\"Pharmaceuticals\", \"Attunity\", \"Database Administration\", \"Resourcing\", \"Installation\", \"Project-Based Solutions\", \"Library For WWW In Perl\", \"Big Data\", \"IBM DB2\", \"Levelling\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"Managed Services\", \"DB2 SQL\"]',\n", + " 'languages': \"['English', 'Maori', 'Marathi', 'Pali', 'Flemish']\"},\n", + " {'company_id': '115',\n", + " 'job_title': 'backend software engineer for iptiq emea p&c',\n", + " 'location': 'Zürich',\n", + " 'industry': 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iptiQ EMEA Property & Casualty is a newly built unit within Swiss Re Life Capital, established to deliver digital-native and creative solutions for Property & Casualty (P&C) clients and partners across Europe that engage with consumers in non-traditional ways. About the role As a Backend Software Engineer you will have an unusual and great opportunity to join us: a diverse and motivated team, committed to delivering value and creative services together with our clients and partners in the primary insurance space. Responsibilities You will work closely in multi-functional teams to shape the technology platform that fulfill our business and product vision and ultimately bring value to our customers and partners by disrupting the traditional insurance proposition. This will require seeking complex problems within a high-traffic distributed infrastructure by designing, implementing and testing simple, scalable and reliable solutions. This will include: Design and implement new features and/or components within our platform and develop prototypes quickly to allow an iterative approach Deliver high-quality code, focusing on simplicity, performance, maintainability and scalability End-to-end responsibility on the applications implemented, including monitoring, identifying issues or bottlenecks and delivering improvements of the platform Optimise applications and components to maximize speed and efficiency, ease of development of new features and the ability to scale business processes Create common libraries and frameworks demonstrated across the platform to streamline development of complex applications About the team We put the consumers' needs at the center of what we do, seek to become a digital champion and believe in data based learning. We use the Swiss Re network to access state of the art technologies and capabilities, combine it with local expertise and an innovative mind-set, constantly questioning current ways of offering insurance. Our aim is to drive the digitalization of the P&C insurance business in Europe, combining insurance know-how and e-commerce competencies, as well as the dynamic spirit of a start-up with the backing of Swiss Re. Do you enjoy thinking ahead and identifying new opportunities or anticipate future challenges? Do you like driving complex, multi-functional projects in an agile way? Do you enjoy pushing borders and have a passion for the latest technologies? About you Proven software development capabilities (5+ years hands-on experience) in any modern language (Java/Kotlin/Scala/C++/C#/Go/Python…) ***we are working in Java environment*** Experience with high-traffic micro services architectures and best practices around designing, scaling and monitoring concurrent systems (using different technologies and preferably RESTful APIs and message passing protocols) You carefully evaluate design trade-offs and strive for simple, elegant, algorithmically efficient solutions Your code is easy to read, test and re-use and you constantly improve quality overtime You understand performance metrics, how to collect and use them to continuously improve performance, scalability and efficiency Experience designing data-models for relational and NoSQL data stores Great team player: you collaborate effectively with team members, express technical leadership supporting your views and ideas while keeping open to different opinions, being fearless and always supplying to the overall growth of the team Continuous learner who stays up-to-date with the latest trends and carefully vet with proper pragmatism and long term vision the adoption of new technologies Master’s or PhD degree in computer science, engineering or equivalent working experience Ability to speak and write English fluently We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, or disability status.
Swiss Re\",\n", + " 'soft_skills': '[\"Complex Problem Solving\", \"Leadership\", \"Collaboration\", \"Infrastructure\", \"Team Motivation\", \"Reliability\", \"Innovation\", \"Creativity\", \"Written English\"]',\n", + " 'hard_skills': '[\"Disabilities\", \"Performance Improvement\", \"NoSQL\", \"Accessioning\", \"Agility\", \"Capitalization\", \"Computer Science\", \"Collections\", \"Data Modeling\", \"Consumables\", \"Service-Oriented Architecture\", \"Good Agricultural Practices\", \"Scholastic READ 180\", \"Scale (Map)\", \"Activity-Based Learning\", \"Streamlines\", \"C++ (Programming Language)\", \"Scala (Programming Language)\", \"Python (Programming Language)\", \"Prototyping\", \"Maintainability\", \"Library\", \"Iterators\", \"Micro Channel Architecture\", \"Message Passing\", \"Concurrent Versions System (Software)\", \"E-Commerce\", \"Business Process\", \"Equalization\", \"C# (Programming Language)\", \"Digitization\", \"Performance Metric\", \"Scalability\", \"Java Runtime Environment\", \"Experience Design\", \"Software Development\", \"Centering\", \"Operational Data Store\", \"Coloring\", \"Quality Improvement\", \"Kotlin\", \"Adoptions\", \"RESTful API\", \"Java Scripting Languages\"]',\n", + " 'languages': \"['English', 'Basque', 'Gujarati']\"},\n", + " {'company_id': '9',\n", + " 'job_title': 'software engineer frontend (m/w)',\n", + " 'location': 'Switzerland',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.29411924e-01 3.69570881e-01 4.05117869e-01 -9.23201814e-02\\n4.00253803e-01 -1.96479231e-01 -3.31471823e-02 4.53161091e-01\\n-8.15106258e-02 -3.87246817e-01 -8.96338522e-02 -2.40364134e-01\\n-1.78286508e-01 5.12044504e-02 1.76763207e-01 3.77947927e-01\\n3.02914709e-01 1.31900102e-01 -2.00987652e-01 3.42699260e-01\\n7.53284618e-02 -8.97139087e-02 -2.94442456e-02 7.02488601e-01\\n3.25351417e-01 1.07417889e-02 -3.31698805e-02 -8.29202756e-02\\n-2.61225253e-01 -2.32835680e-01 3.87040228e-01 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solutions. We design and implement cluster systems, comprehensive virtualization solutions, enterprise hosting and cloud systems as well as complex LDAP solutions for centralized administration and authentication. We offer an unprecedented environment with a team of absolute open source professionals. We also promote community work and actively support the Open Source movement. Your responsibilities: Implementation of customer-specific solutions based on EmberJS, HTML, CSS Collaboration on the development of concepts and requirement specifications Support in customer meetings, assistance in the supervision of existing and new projects Participation in the planning and implementation of the realization Your qualifications: For this job you have knowledge in using well-known Open Source products and Linux/Unix as a working tool. In addition, you shine with us with the following characteristics: Very high degree of independence Profound knowledge of all web technologies (Javascript, HTML, CSS, REST, etc.) Experience in the development of OOP solutions, knowledge of functional programming desired Knowledge of the entire web application stack (Javascript, HTML, CSS; protocols, SQL databases) Security Know-how (SQL Injection, XSS, …) Know-how in User Interaction and User Experience Design Willingness to take on responsibility Familiarity with other programming languages and environments such as C++, Go or Rust are advantageous What we offer: We offer you a working environment with flexible employment conditions and a relaxed working environment with exceptionally talented employees. Short decision-making paths and the opportunity to take on responsibility quickly characterise our company and are an integral part of our philosophy. It is also important to us to make our contribution to Open Source – therefore we contribute to the Open Source movement at various levels, be it through financial support, sponsoring or participation in development. You interested? Then please send your application documents and the next possible starting date by email to Thomas Köchli. We look forward to getting to know you!',\n", + " 'soft_skills': '[\"Professionalism\", \"Collaboration\", \"Planning\", \"Supervision\", \"Communications\", \"Integration\", \"Decision Making\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Tooling\", \"KM Programming Language\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Virtualization\", \"Clustered File Systems\", \"C++ (Programming Language)\", \"Requirements Specifications\", \"Authentications\", \"SQL Injection\", \"Activism\", \"Linux\", \"Levelling\", \"Systems Integration\", \"Cloud Platform System\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"Hosting\", \"Database Security\", \"Open Source Technology\", \"Project-Based Solutions\", \"Ldap Client\", \"JavaScript (Programming Language)\", \"User Experience Design (UX)\", \"Functional Programming\", \"Experience Design\", \"Additives\", \"Rust (Programming Language)\", \"User Experience\", \"Unix\", \"SQL (Programming Language)\", \"Object-Oriented Programming (OOP)\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '145',\n", + " 'job_title': 'cloud bi and data warehouse specialist',\n", + " 'location': 'Switzerland',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.94456601e-01 2.48325408e-01 4.84606385e-01 1.44675300e-01\\n6.30575418e-01 -9.66933519e-02 -7.38720000e-02 1.34106100e-01\\n-4.31993529e-02 -3.80754590e-01 -1.57507971e-01 -1.78477168e-01\\n-3.20349187e-02 5.63224629e-02 9.40698311e-02 3.59987199e-01\\n2.89046407e-01 7.13369474e-02 -5.23303300e-02 2.69134611e-01\\n-1.37218833e-02 -1.50290489e-01 -5.17377481e-02 6.82634473e-01\\n3.94660652e-01 -1.12333372e-02 -4.08147909e-02 3.39767449e-02\\n-2.30431169e-01 -2.32317239e-01 4.26721752e-01 9.46487859e-03\\n-2.21591294e-01 -3.54394317e-01 7.06284419e-02 1.38953894e-01\\n-2.79211313e-01 -6.63644224e-02 -1.56360179e-01 5.59348091e-02\\n-4.64337826e-01 -1.28819913e-01 9.90000293e-02 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For you to thrive in this environment; you should be dynamic, willing to collaborate with our clients and provide solutions based on the understanding of customer needs. We are looking to fill this position urgently and this position is only open to Swiss and EU citizens or with a valid work permit. Our requirement is for a Cloud Business Intelligence and Data Warehouse Expert with strong analytical and problem-solving skills, along with interpersonal skills to work across the organization and with external partners to drive forward projects and recommendations. Regional travel maybe required for this position. Responsibilities: Ability to provide innovative, performance ready and integrated cloud based BI technical solutions for business problems Understand business requirements and owning technical design and solution and migrating traditional BI setups to the cloud (such as Azure) Responsible for various project requirements, from high level business requirements to detailed functional and non-functional specifications. The individual will also be assisting in mock-up / design of solution, and managing the requirements for any changes and conflicting prioritization The individual will have to serve as the Lead Designer of all ETL activities for projects and work closely with project Business Analyst and Data Modeler to ensure that the end to end designs meet the business and data requirements Coordinating with teams across different functions/platforms and streams for multiple projects Own the roadmap to deliver scalable and robust data infrastructure and BI capabilities across all operations Maintain a strong understanding of evolving data warehouse and provide technical guidance across all operations Mandatory Qualifications and Skills: Master's degree in Computer Science or Information Science, or related field 5+ years’ experience in a data architecture role as leading senior technical staff in demanding customer contexts 5+ years in the areas of Data Quality, Data Governance, data integration (ETL, ELT) and Data Security Experience with Enterprise workload migration to one or more Cloud platforms Experience with Azure, Azure SQL Data Warehouse, BI tools on Azure Advanced knowledge of data architecture principles, methods, and techniques Demonstrated awareness of new systems technologies and how they could be leveraged to benefit customers and new business strategies Experience with BI concepts (i.e metadata and master data management, data standardization, data pipeline, and integration of data silos) and data warehousing methodologies (i.e dimension models, data marts, and normalized repositories) Expert knowledge of OLAP, modeling tools (such as Erwin and/or Rational Rose), business intelligence tools and ETL tools (Informatica, Data Stage, Data Manager, SSIS, or other) Excellent Data Profiling abilities Good knowledge in Reporting tools Expert knowledge of SQL and related query and procedure languages Experience in managing data warehouse project and lifecycle initiatives Strong verbal & written communication skills in English Excellent interpersonal and presentation skills with a proven ability to effectively communicate in both written and verbal formats across various levels of management and peer Able to work with divergent and virtual team with a proven ability to influence Ability to work with resources across the region Action orientated with ability to work quickly and efficiently in a fast-paced environment Possess the qualities, business acumen and discipline to ensure business and systems architecture alignment Preferred Skills: Subject matter expertise in Financial Services Experience with Big Data and NoSQL technologies\",\n", + " 'soft_skills': '[\"Collaboration\", \"Coordinating\", \"Management\", \"Problem Solving\", \"Communications\", \"Operations\", \"Working Quickly\", \"Virtual Teams\", \"Business Acumen\", \"Integration\", \"Presentations\", \"Innovation\", \"Prioritization\", \"Positivity\", \"Written Communication\", \"Action Oriented\"]',\n", + " 'hard_skills': '[\"Data Architecture\", \"Data Warehouse Systems\", \"Tooling\", \"NoSQL\", \"Micro Systems Technologies\", \"Business Intelligence Tools\", \"Computer Science\", \"Analytics\", \"Metadata\", \"Data Security\", \"Azure Data Factory\", \"Data Management\", \"Staging\", \"Business Strategies\", \"Data Integration\", \"Financial Services\", \"Data Warehousing\", \"Activism\", \"Apex Data Loader\", \"Maintainability\", \"E (Programming Language)\", \"Azure Web Apps\", \"Systems Architecture\", \"Data Governance\", \"Cloud Platform System\", \"Data Mart\", \"Extract Transform Load (ETL)\", \"Functional Specification\", \"Data Warehouse Appliance\", \"Toad Data Modeler\", \"Business Intelligence\", \"Mock Ups\", \"Patentable Subject Matter\", \"Business Requirements\", \"Information Sciences\", \"SQL Server Integration Services (SSIS)\", \"Front End Design\", \"Logical Data Models\", \"Personalization\", \"Scalability\", \"Big Data\", \"High-Level Architecture\", \"Clinical Data Warehouse\", \"Clinical Data Management\", \"Data Infrastructure\", \"Technical Solution Design\", \"Erwin (Data Modeling Software)\", \"Dimensioning\", \"Language Experience Approach\", \"Resourcing\", \"Amazon Data Pipeline\", \"Informatica\", \"SQL (Programming Language)\", \"Profiling (Computer Programming)\", \"Reporting Tools\"]',\n", + " 'languages': \"['English', 'Moldavian']\"},\n", + " {'company_id': '86',\n", + " 'job_title': 'full stack web application engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Security Services',\n", + " 'website': 'www.open-systems.com',\n", + " 'jobdescription_embedded': '[[-3.17957133e-01 3.46389115e-01 3.89491558e-01 -3.21595445e-02\\n5.47099888e-01 -2.52057105e-01 1.19775601e-01 4.27356750e-01\\n-2.69577876e-02 -4.45008129e-01 -1.14103749e-01 -2.02499047e-01\\n-8.60764459e-02 6.90063164e-02 1.94518670e-01 3.55485588e-01\\n3.41190726e-01 1.12909868e-01 -1.41569227e-01 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As a Web Application Engineer, you will extend and improve the Mission Control Portal and thus help our customers to better manage and understand their global network security setups. Together with service engineers, UI designers, and product owners you discuss, shape, specify, and implement solutions that emphasise the value of strong IT security services, ease the operation of thousands of devices deployed across the planet, and provide intelligent insights into security-relevant data and processes. As part of the Mission Control team, you share operational duties with your colleagues. We expect you to bring the following skills to the table: ETH, university, or FH degree in Computer Science Experience in web application development on the client side (JavaScript, CSS3, HTML5, React) and the server side (Java, Spring) Familiarity with SQL and relational databases Basic knowledge of build and deployment environments (Atlassian Bamboo, Maven, Tomcat) Fluent in English and preferably German Furthermore, we expect basic knowledge and a high motivation to participate a coached training program in these areas: Knowledge of Linux operating systems Understanding networking in general and the major internet protocols Knowledge of network security concepts and practices You will join one of our small development teams that works with agile methods. The team will rely on you to focus on its goals and efforts as a team player while being able to work independently. At Open Systems we are passionate about what we do. We work in an environment in which innovative solutions, rapid development times, creativity and open communication are practiced and continuously fostered. The pursuit of technical advancement is at the center of our attention. You will be based at our office in Zurich (CH) and will get the opportunity to work out of our office in Redwood City (US) for a few months. We look forward to receiving your complete online application (letter of motivation, CV, diplomas/reference letters/transcript of records. Compress your application into two attachments). For further questions and inquiries about applications, please feel free to contact Helena Grimm at +41 58 100 10 10.',\n", + " 'soft_skills': '[\"Management\", \"Communications\", \"Operations\", \"Innovation\", \"Creativity\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Web Applications\", \"Agility\", \"Computer Science\", \"Compression\", \"Internet Protocols\", \"Atlassian Bamboo\", \"European Training Programs\", \"Rapid Application Development\", \"Linux\", \"HTML5\", \"Server-Side\", \"React.js\", \"Operating Systems\", \"Apache Maven\", \"JavaScript (Programming Language)\", \"Network Security\", \"Small Business Development\", \"Receivables\", \"Relational Databases\", \"Centering\", \"Network Security Services\", \"Java (Programming Language)\", \"Inquiry\", \"SQL (Programming Language)\", \"Web Application Development\", \"Apache Tomcat\", \"Controllability\", \"Open Systems SnapVault\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': 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Are you looking for you next challenging position? This opportunity is for you! Your challenges You manage new applications and new functionalities in a manufacturing environment. You are in charge of lifecycle and support in manufacturing and application Level 2. Your skills Experience in a validated environment At least 3-4 years' experience Experience in application development lifecycle (supply chain) ITSM mandatory GxP systems and computer validation system Medical device Labelling systems a plus French and English mandatory Your horizons Do you think you have what it takes to face this challenge ? Don't hesitate to contact me on +41 58 233 27 08 or apply directly on this advert. About Spring Professional Advance your career, find a job that you love or discover a new opportunity for professional growth – we believe in these goals and work every day to help you achieve them. Spring Professional is a subsidiary of The Adecco Group specialising in temporary and permanent placement of qualified professionals. Find out what we can do for you. Apply for this job, or for one of over 500 other vacancies at SpringProfessional.ch Your contact Madame Joanna Fumey, Recruitment Trainee, looks forward to answer your questions by phone +41 58 233 2706. You can apply directly online.\",\n", + " 'soft_skills': '[\"Positivity\", \"Management\", \"Professionalism\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Validations\", \"Business Computer Systems\", \"Medical Devices\", \"Computerized System Validation\", \"Supply Chain\", \"Customer Support Analyst\", \"Application-Level Gateway\"]',\n", + " 'languages': \"['English', 'Hiri Motu', 'Norwegian']\"},\n", + " {'company_id': '81',\n", + " 'job_title': 'software engineer (front end)',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'Enterprise Software & Network Solutions',\n", + " 'website': 'www.nexthink.com',\n", + " 'jobdescription_embedded': '[[-2.18650475e-01 3.10543031e-01 5.08035719e-01 3.03931441e-03\\n4.21418309e-01 -2.14236557e-01 2.91899424e-02 2.95808613e-01\\n5.73431440e-02 -5.24873555e-01 -9.40842833e-03 -2.48995304e-01\\n9.99815203e-03 1.91425860e-01 -7.16918334e-03 3.98366034e-01\\n4.54603791e-01 3.92952859e-02 -1.19716473e-01 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-1.26072466e-01\\n-2.33592898e-01 -3.55403900e-01 1.64451785e-02 -1.71223745e-01]]',\n", + " 'job_description': 'Job DescriptionWe are looking for a Senior Software Engineer with strong front-end programming skills and with test automation capabilities to play a major role in the company. The candidate should be heavily motivated by the product and experienced in Software development and testing. The position entails a high level of responsibility within the R&D team. Your contribution will have a significant impact on the satisfaction of hundreds of our happy customers. As a Senior Software engineer at Nexthink, your duty is to ensure that the software we deliver fulfil the product requirements by collaborating with our product experts. You will participate in all stages of software development: design, implementation, validation, maintenance and will collaborate with our experts and with the different teams. If you are highly motivated and result driven, you have a high sense of product ownership, constantly learning and enhancing your skills, you are open to feedback and you like being accountable and work within a team, then, do not hesitate to apply. Your main responsibilities will include: Design, implement and validate solutions for new features in our different frontendsMaintain the highest code quality standards by using different metrics and by helping the team to improve its best practices in developmentPut in place the necessary front-end test automation to achieve excellent software qualityHelp us bring high decoupling of the different front components Make sure that web and mobile technological trends are assessed and followedWork with the agile iterative/incremental mindset and best practices and participate actively to the different ceremonialsDocument the solutions and architecture according to our standardsSeniority level: Mid-Senior LevelFunction: Engineering Qualifications 5+ years of experience in Software Engineering with proven front-end expertiseB.S. or Master in Computer Science (or equivalent) Very strong technical background, with clear focus on web technologies. Knowledge of mobile technologies is a plusStrong programming skills and ability to code in JavaScript, TypeScript. Java and Scala highly valuedTeamwork and collaboration is part of your DNA Good leadership and soft skillset (e.g. proactivity, pragmatism, open-minded, excellent communication skills, )Experience with libraries and frameworks. React is a big plus. Others like Angular, jQuery, Ember will be valuedMastery of CSS and design is a big plusExperience with micro-services, containers, API gateway, REST is a plusExperience in an agile environment is a mustStrong motivation for complex challenges and learning new technologiesFluent in English (spoken and written), French is a plus Additional InformationThis is an exceptional opportunity to join a fast-growing, successful and innovative company. Nexthink allows you to thrive in a unique work environment where the emphasis is on excellence, innovation, openness and collaboration.',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Leadership\", \"Collaboration\", \"Proactivity\", \"Accountability\", \"Innovation\"]',\n", + " 'hard_skills': '[\"Agility\", \"Programming (Music)\", \"Cascading Style Sheets (CSS)\", \"Computer Science\", \"Good Agricultural Practices\", \"Staging\", \"TypeScript\", \"Scala (Programming Language)\", \"Activism\", \"E (Programming Language)\", \"Test Automation\", \"Levelling\", \"Library\", \"Iterators\", \"Hostile Work Environment\", \"Software Engineering\", \"Mobility\", \"React.js\", \"Senior TeleCommunications Engineer\", \"JQuery\", \"JavaScript (Programming Language)\", \"Decoupling\", \"API Gateway\", \"Validations\", \"Front End (Software Engineering)\", \"Angular (Web Framework)\", \"Software Development\", \"Additives\", \"Java (Programming Language)\", \"Product Requirements\"]',\n", + " 'languages': \"['English', 'Venda', 'Gikuyu']\"},\n", + " {'company_id': '44',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Zug',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.12801331e-01 3.16512048e-01 4.18633461e-01 -7.91569278e-02\\n5.23473918e-01 -2.02009022e-01 1.43224448e-02 3.96541834e-01\\n-2.95258015e-02 -3.80351514e-01 -1.71148345e-01 -2.60764986e-01\\n-1.86775640e-01 3.46598998e-02 2.29364529e-01 4.35211420e-01\\n2.13361993e-01 7.31811300e-02 -2.71519899e-01 3.62178653e-01\\n6.76888525e-02 -9.00769681e-02 3.08419261e-02 7.49629259e-01\\n3.51514131e-01 1.39445933e-02 7.99249671e-03 -1.12452928e-03\\n-3.08921933e-01 -2.86021382e-01 2.84034193e-01 -1.54524837e-02\\n-1.17725946e-01 -3.36671174e-01 1.80350006e-01 3.94491404e-02\\n-1.42310113e-01 -6.50811344e-02 -2.96018068e-02 1.36475191e-01\\n-4.86237645e-01 -2.83786476e-01 2.09684446e-01 8.14381912e-02\\n-7.68273175e-02 -3.60551596e-01 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You will develop software under different operating systems using provided Application Programming Interfaces (APIs). In dynamic, multicultural environment of our company, you will be part of a team working on projects in the area of Telecommunications, Wireless, Networked Entertainment and Multimedia. In cooperation with leading European companies, you will be developing cutting-edge technology products. Exciting, challenging tasks are waiting for you! As a successful candidate for this position you must be able to demonstrate the following qualifications: 2+ years of experience in software development Strong knowledge of object-oriented (OO) design principles Extensive programming experience in C++ and multi-threading environments Basic computer engineering knowledge (processor and memory organization, stack, calling conventions, interrupt handling, etc.) Good written and verbal communication skills in English Good analytical and problem-solving skills Any of the following qualifications will be a plus: Experience with real-time operating systems (RTOS) and Linux Software design and development process using UML Understanding of embedded software development principles Hands-on experience with hardware debuggers and device-level programming Practical knowledge of MS VS, GCC, STL, Perl, CVS/Subversion, ADS (RealView), Socket API Familiarity with the ARM architecture and assembler Software analysis, review and re-factoring skills We offer: Exciting carrier and professional opportunities in a dynamically developing company with Swiss quality standards and stability Enjoyable working atmosphere in our engineering offices, conveniently located in 5-minute walking distance from Zug railway station. If you are interested in this position, please, send your resume at jobs@epscom.net We are looking forward to your application!',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Cooperation\", \"Professionalism\", \"Problem Solving\", \"Positivity\"]',\n", + " 'hard_skills': '[\"KM Programming Language\", \"Programming (Music)\", \"UML Tool\", \"Analytics\", \"Perl (Programming Language)\", \"C++ (Programming Language)\", \"Linux\", \"Agile Edge Technologies\", \"Process Driven Development\", \"Software Engineering\", \"ARM Architecture\", \"Operating Systems\", \"Multimedia\", \"AD Model Builder (ADMB)\", \"Standard Template Library (STL)\", \"Object-Oriented Design\", \"Wireless Telecommunications\", \"Software Design\", \"Computer Engineering\", \"Wireless Networks\", \"Software Development\", \"Software Business Analysis\", \"Application Programming Interface (API)\", \"Embedded Software\", \"Apache Subversion\", \"Real-Time Operating Systems\", \"Interrupt Handling\", \"Threading (Manufacturing)\"]',\n", + " 'languages': \"['English', 'Maltes', 'Luxembourgish']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'software engineer - .net developer w/m',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.01657408e-01 2.30316505e-01 5.26042521e-01 -8.72600079e-02\\n4.53993380e-01 -1.98693052e-01 -4.32159677e-02 4.65722531e-01\\n-1.48710459e-01 -3.88769388e-01 -1.91301897e-01 -3.22442859e-01\\n-7.62060061e-02 1.10869899e-01 2.56091684e-01 3.47763777e-01\\n3.33220124e-01 1.18078180e-01 -2.80989975e-01 2.60545522e-01\\n1.94182679e-01 2.88035795e-02 8.21112022e-02 7.07120717e-01\\n3.54223788e-01 4.11188267e-02 -8.30323398e-02 -8.85845050e-02\\n-2.78669566e-01 -2.18544230e-01 3.54387879e-01 -1.13285892e-01\\n9.43706837e-03 -3.22178423e-01 3.10933106e-02 2.85002198e-02\\n-1.44600525e-01 -4.73411791e-02 5.77373095e-02 7.23253414e-02\\n-5.18574059e-01 -2.85762548e-01 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In Switzerland, our client employs more than 200 consultants and aims towards large growth. We operate particularly in Life Sciences (Pharma, Biotech, and Medical Devices), Industry (Watches, MEMs), Aerospace, Automotive, Energy, Railways, Finance and Telecoms sectors. Our client deploys activities throughout Switzerland with premises in Zürich, Basel, Lausanne and Geneva. Ihr Aufgabenbereich Detailed requirements analysis, designing, and developing code. Architecture discussion. Coding, testing, debugging, and documenting programs. Revising and updating programs. Integration and deployment scripts. Participating in production support including investigation and fixing bugs. Ihr Profil Education level: Master or Engineering Degree in Software Engineering (EPFL, ETH, HES or equivalent). Requirements: Minimum 7 years of experience in .NET development. Minimum of 4 years of relevant experience with WPF. Proven experience in UI web technologies: HTML, CSS, Javascript. Professional use of programming languages: .NET / C#, ASP.NET, Web Services (WCF), MVC patterns and Web API. Experience with traditional RDBMS databases, such as SQL Server, Oracle SQL, NoSQL. Extensive experience with a common application server (JBoss, IBM Websphere or BEA Weblogic). Microsoft Prism/ MVVM and unity/ IOC grandly appreciated. Experience with Big Data (Hadoop, Teradata) is a plus. Any experience in mobile development (Android, iOS, Xamarin) is a plus. Ability to work with Agile Methodology (Scrum, XP, TFS etc…) Key qualities: You know how to take initiative You like to work in a multidisciplinary team You value knowledge-sharing You must have strong verbal and writing communication capabilities. Ihre Chance Our client offers an exciting tailored career path for your professional and personal development within an international company. You will be accompanied from the beginning with specific coaching and mentoring programs and intensive training on innovation and management in a fast-moving and results driven environment. Interested? Please do not hesitate to find out more about this unique opportunity and send your complete application file to jobs@oneagency.ch. Ort: Zürich Spezialisierung:Sprachen: Job ID: 384',\n", + " 'soft_skills': '[\"Professionalism\", \"Investigation\", \"Management\", \"Operations\", \"Integration\", \"Innovation\", \"Written Communication\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Code Testing\", \"NoSQL\", \"ASP.NET\", \"KM Programming Language\", \"Micro Electro-Mechanical Systems (MEMS)\", \"Cascading Style Sheets (CSS)\", \"Life Sciences\", \"Industrialization\", \"IBM WebSphere MQ\", \"Xamarin.ios\", \"Activism\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"High Tech Manufacturing\", \"Scrum (Software Development)\", \"Application Servers\", \"Levelling\", \"HyperText Markup Language (HTML)\", \"Software Engineering\", \"Web Services\", \"Medical Devices\", \"Agile Methodology\", \"Finance\", \"Mobile Application Development\", \"Wcf 4\", \"C# (Programming Language)\", \"Pathing\", \"JavaScript (Programming Language)\", \"Production Support\", \"Revisions\", \"Big Data\", \"Android Software Development\", \"SQL Server Reporting Services\", \"Requirements Analysis\", \"Scripting\", \"Prism\", \"Personality Development\", \"Web UI\", \"Application Programming Interface (API)\", \"Debugging\"]',\n", + " 'languages': \"['English', 'Kongo', 'Mongolian', 'Arabic']\"},\n", + " {'company_id': '118',\n", + " 'job_title': 'software engineer java/angular',\n", + " 'location': 'Bern',\n", + " 'industry': 'IT Services',\n", + " 'website': 'www.swisscom.ch',\n", + " 'jobdescription_embedded': '[[-4.16965753e-01 1.30104199e-01 4.12405014e-01 6.62759691e-02\\n5.24131119e-01 -1.54747233e-01 -1.10941164e-01 3.15400183e-01\\n5.01498487e-03 -4.59576726e-01 -7.31892511e-02 -2.16326535e-01\\n-7.85968266e-03 6.35129139e-02 2.68234499e-02 2.81249076e-01\\n2.22770005e-01 1.49195611e-01 -5.70747331e-02 2.98343271e-01\\n2.94750719e-03 6.12106640e-04 4.79604304e-02 6.42730057e-01\\n2.36743227e-01 -2.35249307e-02 -1.09836005e-03 1.31894052e-01\\n-2.80982643e-01 -2.08444446e-01 3.20984006e-01 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backbones. Our partners and cloud platforms can integrate these into their customer dashboards. This enables customer-specific configuration of the network on demand. You develop backend functions in Java for the orchestration tools and attractive user interfaces in Angular7 for our customers. To implement the requirements of different areas, you always find the technically and economically optimal solution. Degree (ETH/Uni/UAS) in computer science Several years of experience in Java and Spring development (DevOps environment) Good knowledge of web technologies (e.g. Angular7) as well as software architecture and design Know-how in CI/CD and business process modelling, practical experience in developing microservice-oriented software for database systems Several years of experience in developing network orchestration tools is a plus Solution-oriented, assertive, communicative Good German and English',\n", + " 'soft_skills': '[\"Assertiveness\", \"Communications\", \"Integration\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Computer Science\", \"E (Programming Language)\", \"Cloud Platform System\", \"Process Modeling\", \"Microservices\", \"Dashboard\", \"Data Centers\", \"Business Process Modeling\", \"Business Process\", \"Software Architecture\", \"Develop Networks\", \"Database Systems\", \"Unmanned Aerial Systems (UAS)\", \"Economics\", \"Java (Programming Language)\", \"User Interface\", \"Custom Backend\", \"DevOps\"]',\n", + " 'languages': \"['English', 'Shona', 'Sango', 'Gaelic', 'Nauru']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'clinical database developer',\n", + " 'location': 'Switzerland',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.68560281e-01 4.86681968e-01 3.66085529e-01 -2.04478484e-02\\n5.87187111e-01 -2.46527672e-01 -7.28633627e-02 1.55251235e-01\\n-6.58313408e-02 -1.05748273e-01 -2.22682968e-01 -7.55839944e-02\\n9.79829952e-02 1.45604283e-01 1.98571354e-01 4.86466646e-01\\n3.86392385e-01 2.18806863e-02 8.20364133e-02 2.05639333e-01\\n7.26672113e-02 -1.83295324e-01 3.67924459e-02 5.90038359e-01\\n2.74913996e-01 1.06455155e-01 -4.58606444e-02 1.08608514e-01\\n-3.13255429e-01 -3.32061917e-01 4.52678949e-01 -2.18480621e-02\\n-1.81287169e-01 -7.24749416e-02 1.65782809e-01 1.79669544e-01\\n-3.06512296e-01 7.02212229e-02 -1.79152682e-01 8.37668628e-02\\n-4.49693114e-01 -1.81056499e-01 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Key Responsibilities: Databases setup, testing and maintenance Data system compliance by following guidelines of international regulatory authorities and internal policies Specifications related to data management: data transfers, Data Management Plan (DMP) Data Validation Plan (DVP), internal tools Implementation of edit checks Execution of User Acceptance Tests (UAT) for electronic case report forms (eCRF) and edit checks Review of external data specifications Data transfers with other functions and CRO Design and development of data management tools Development and maintenance of procedures and working instructions necessary to support clinical data management conforming to the function quality standards and regulation in the clinical environment. Education / Qualifications: At least two years of clinical database development experience is required, gained in the pharmaceutical industry, CRO or Life science related industry Some experience working with Oracle and clinical database applications is required Knowledge of SQL, PL-SQL, SAS, VBA, Excel, Access and CDISC Understanding of the research environment and good knowledge of global regulatory requirements such as ICH GCP and CFR 21 part 11 Ability to prioritize multiple tasks and manage time efficiently Detail-oriented with excellent organizational and communication skills Fluency in English is required (oral and written). ',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Research\", \"Editing\", \"Planning\", \"Time Management\", \"Detail Oriented\", \"Prioritization\"]',\n", + " 'hard_skills': '[\"PL/SQL\", \"Database Application\", \"Tooling\", \"Accessioning\", \"Clinical Decision Support\", \"Data Validation\", \"Life Sciences\", \"Data Management\", \"SAS (Software)\", \"Regulatory Requirements\", \"Pre-Clinical Development\", \"Database Development\", \"Quality Function Deployment (QFD)\", \"Industrialization\", \"Case Report Forms\", \"External Data Representation\", \"PHP Development Tools\", \"Executable\", \"Data Definition Specification\", \"Professional Development Programs\", \"Data Management Plan\", \"Electronics\", \"Clinical Research\", \"Acceptance Test Procedures\", \"Clinical Data Management\", \"Pharmaceuticals\", \"Instructing\", \"Industrial Relations\", \"Google Cloud Platform (GCP)\", \"Data Transfer Object\", \"Title 47 CFR Part 15\", \"Integrated Maintenance Data System\"]',\n", + " 'languages': \"['English', 'Ukrainian', 'Tswana']\"},\n", + " {'company_id': '111',\n", + " 'job_title': 'sr data scientist',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Beauty & Personal Accessories Shops',\n", + " 'website': 'www.swarovskigroup.com',\n", + " 'jobdescription_embedded': '[[-2.09799975e-01 2.45371357e-01 6.03603840e-01 6.65826350e-02\\n6.28002167e-01 -5.45458421e-02 -6.58793822e-02 2.91150063e-01\\n-6.86659962e-02 -2.81901330e-01 -1.01180449e-01 -2.93105602e-01\\n-4.69956063e-02 1.10560685e-01 1.52176216e-01 4.46738005e-01\\n1.84649959e-01 6.83167763e-03 -1.40062466e-01 3.86521727e-01\\n1.60238087e-01 -7.46410787e-02 1.35514885e-01 6.91295743e-01\\n4.71817344e-01 -7.00502619e-02 -1.84293017e-01 7.81575888e-02\\n-3.05802584e-01 -2.15384960e-01 4.40561414e-01 1.01593733e-01\\n-2.21173674e-01 -2.81539381e-01 1.46945849e-01 1.27915904e-01\\n-2.39650205e-01 -1.07696213e-01 -4.91712093e-02 2.10452095e-01\\n-4.77263451e-01 -1.86048687e-01 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Come and join us as a Senior data Scientist where you will get a chance to work in a growing team in the Zurich area and develop your skills in use cases at global scale. Be part of a truly iconic global brand, learn and grow with us. ABOUT THE JOB Drive the development and implementation of Advanced Analytics use cases for the Consumer Goods Business Partner with relevant departments (e.g. e-Commerce, Omnichannel Management, CRM, Marketing Management) to understand and frame the problem, estimate the business impact, develop the solution & monitor it Identify internal and external data for the question at hand and work with BI/IT to assure data provisioning Develop model prototypes both using latest AI and machine learning techniques like Gradient Boost, Neural Networks or Random Forests as well as classic methods. Test and continuously improve model along AA best in class standards Provide output to target systems like marketing automation or dashboards and assures automation and monitoring of use cases, in alignment with relevant departments Assure reporting of Use Case KPIs and feed them into functional dashboards Monitor the execution of statistical models & performance in use cases and identify improvement / extension opportunities ABOUT YOU We are looking for a motivated talent, who brings along the following background: University degree/ Education, preferably in in Mathematics, Statistics, Computer Science, Physics or similar More than 5-8 years of experience in advanced analytics field Proven track record of creating impact in at least 2 of the following fields (Personalization of e-Mails, Websites & Advertising, Assortment Optimization, Dynamic Pricing & Promotions, Marketing Mix Optimization, Store level forecasting, Social Media/Network analysis) Strong technical experience in the following areas: R and/or Python (min. 5 years), modelling & real time analytics (process parallelization), familiarity to SAS a plus Familiarity with one of the following AI verticals: text mining, image recognition, conversational interface, automatic classification, network analytics, predictive modeling - incl deep learning framework (PyTorch, Keras, Tensorflow, etc.) a plus Database management (SQL & NoSQL, Spark a plus) Robust knowledge on Data management & IT infrastructure management, Proven ability to structure, build & optimize complex data science pipelines, Big data cloud providers (e.g. AWS, Google Cloud, Azure) Tableau skills a plus Substantial prior experience in modelling large scale retail data sets, digital & tracking data & data enrichment (data scraping/crawling a plus) Ability to work in cross-functional teams & agile ways of working Excellent English proficiency ABOUT SWAROVSKI Swarovski is a family-run company, founded more than 120 years ago in Wattens, Austria. We are leading group of global companies committed to stable growth and maintaining our place at the forefront of design, creativity, and technological innovation. Working for Swarovski is more than just a job. You will work for a groundbreaking, modern, premium brand, which is globally known for its quality and creativity. We place people at the heart of our business and offer global pay programs, supported by a range of local benefits. In addition, we provide rich development opportunities which recognize and reward the brilliant contributions of our passionate individuals and teams who contribute to the success of our company – sparkling every day. Whether you are just starting your career or celebrating an existing one, we invite you to make your own mark on Swarovski’s rich history. Grow your own career through our blended learning and development programs. Learning opportunities are everywhere at Swarovski and will help you grow and develop your own career. We are an equal opportunity employer and value diversity at our company.',\n", + " 'soft_skills': '[\"Social Media\", \"Creativity\", \"Innovation\", \"Management\"]',\n", + " 'hard_skills': '[\"Real Time Data\", \"E-Learning Development\", \"Automation\", \"Advertisement\", \"Tableau (Business Intelligence Software)\", \"NoSQL\", \"Analytic Hierarchy Process\", \"Agility\", \"Data Scraping\", \"Computer Science\", \"Analytics\", \"Text Mining\", \"Data Management\", \"SAS (Software)\", \"Machine Learning\", \"Customer Relationship Management (CRM) Software\", \"Branding\", \"Business Partnering\", \"Marketing Management\", \"Mathematical Statistics\", \"Scale (Map)\", \"Marketing Automation\", \"Estimators\", \"IT Infrastructure\", \"Blended Learning\", \"Network Analysis\", \"Python (Programming Language)\", \"Parallel Processing\", \"External Data Representation\", \"Prototyping\", \"E (Programming Language)\", \"Random Forest Algorithm\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Track (Rail Transport)\", \"Computational Statistics\", \"Levelling\", \"Tracking (Commercial Airline Flight)\", \"Executable\", \"Keras (Neural Network Library)\", \"Statistical Modeling\", \"SQL Plan Management\", \"Use Case Diagram\", \"Infrastructure Management\", \"Test Method\", \"Dashboard\", \"Pipelining\", \"Minimum Data Set\", \"Marketing Mix\", \"Data Science\", \"Professional Development Programs\", \"TARGET 3001!\", \"E-Commerce\", \"Equalization\", \"Personalization\", \"R (Programming Language)\", \"Digitization\", \"TensorFlow\", \"Google Cloud\", \"Big Data\", \"Deep Learning\", \"Predictive Modeling\", \"Cross-Functional Team Leadership\", \"Physics\", \"Maintainability\", \"Imaging\", \"Consumer Packaged Goods\", \"Predictive Analytics\", \"Recurrent Neural Network (RNN)\", \"Forecasting\", \"Additives\", \"PyTorch (Machine Learning Library)\", \"Amazon Data Pipeline\", \"Gradient Boosting\", \"Assortment Optimization\", \"Conversational User Interface\"]',\n", + " 'languages': \"['English', 'Pali', 'Croatian', 'Kazakh']\"},\n", + " {'company_id': '18',\n", + " 'job_title': 'pl/sql developer with avaloq experience and/or certification',\n", + " 'location': 'Zug',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.13505888e-01 2.25676537e-01 4.94336933e-01 -1.10997431e-01\\n5.00059366e-01 -1.46009773e-01 6.33367477e-03 4.37126428e-01\\n-2.71575595e-03 -2.77291059e-01 -1.92970946e-01 -1.76570728e-01\\n1.08183816e-01 3.01874634e-02 1.26210079e-01 1.70721531e-01\\n3.39352190e-01 1.26081884e-01 -1.65360451e-01 2.77324528e-01\\n2.02321947e-01 -1.03745975e-01 1.53151751e-01 7.31896520e-01\\n3.38048279e-01 6.03996441e-02 -1.08721014e-02 -1.89579763e-02\\n-2.23226696e-01 -2.75348067e-01 3.87274563e-01 -2.01872066e-02\\n-8.11380297e-02 -2.54527539e-01 2.51477927e-01 -2.02515703e-02\\n-2.25338519e-01 2.73438953e-02 -1.74218714e-01 -1.13461185e-02\\n-2.64139205e-01 -8.32525492e-02 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Ayaval offers you a diversified and challenging assignment, exposure to top tier international banks, possibilities to develop multi-disciplinary IT skills, a dynamic atmosphere in terms of colleagues and clients and a good working climate. You get a competitive compensation package and the chance of being part of a growing and dynamic consultancy. Our collaboration is based on a mutual trust and responsibility. Your main responsibilities: Extend and enhance the core business functionality of the AVALOQ core banking system based on Oracle PL/SQL. Analyse, design and develop new functionality, interfaces and enhancements to the product core. Integrate our solutions into the customer environment in close cooperation with our consultants and with the clients business analysts. Your qualifications (for all positions): University degree in computer science or similar. Avaloq parametrisation experience (Avaloq certification is a clear advantage). Strong skills in object oriented and relational data modelling. Good knowledge of and proven practical experience with at least one DBMS. Strong analytical skills and willingness to focus on Database Engineering. Working knowledge of English. Willingness to work remotely at clients premises on short and long-term projects in Switzerland and abroad (i.e. up to 18 months). An asset is: Working knowledge of German, French or Spanish. Experience with PL/SQL optimisation and tuning. Working experience in a bank environment, the financial industry or insurance industry. Experience in data and process modelling, use case oriented requirements engineering and interface development third party systems. Additional qualifications for senior positions: Valid Avaloq Certification and at least 1 year full time experience as Avaloq developer At least 2 years full time experience in software engineering and database development. Experience with Oracle 10/11g. Working experience with PL/SQL development in real-life projects. If you are interested, please send your complete application in English by email to: office@ayaval.com.',\n", + " 'soft_skills': '[\"Analytical Skills\", \"Cooperation\", \"Collaboration\", \"Integration\", \"Positivity\", \"Consulting\"]',\n", + " 'hard_skills': '[\"PL/SQL\", \"Computer Science\", \"Data Modeling\", \"Database Development\", \"Industrialization\", \"Component Object Model (COM)\", \"E (Programming Language)\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Process Modeling\", \"Knowledge-Based Systems\", \"Software Engineering\", \"Requirements Engineering\", \"Core Product\", \"Database Engines\", \"Banking\", \"Additives\", \"Atmospheric Dynamics\", \"Long-Term Potentiation\", \"Functional Interface\", \"Integrated Product Team\"]',\n", + " 'languages': \"['English', 'Shona', 'French', 'Flemish', 'Haitian']\"},\n", + " {'company_id': '17',\n", + " 'job_title': 'data science manager f/m switzerland',\n", + " 'location': 'Switzerland',\n", + " 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Axxiome is a name synonymous with quality and value for financial services organizations that are looking to improve or build upon their IT operations. With offices and subsidiaries in many countries across 4 continents, Axxiome excels in transforming legacy banking and insurance platforms to modern solutions and is considered a leader in implementation and integration of digitization initiatives across the globe. In Cooperation with the Business Engineering Institute St.Gallen AG (BEI AG) we are building up a Data Science team for financial services. Innovation based on science and projects will lead us to success. BEI AG is the leading company for turning knowledge gained from research and science into practice-oriented consulting and innovative solutions. Join our team as DATA SCIENCE MANAGER F/M SWITZERLAND JOB DESCRIPTION As Data Science Manager you will manage a team of 3-5 highly educated and experienced data science analysts and developers, collaborate with the BEI AG and be responsible with your team for innovation and accurate data collection, processing, modelling and analysis to drive business. Lead data science projects end to end and coordinate functional teams/developers of 3-5 employees Mine, analyze customer data to drive optimization and improvement of products, marketing techniques and business strategy with your team Develop/use predictive statistics behavioral or other models by machine learning and/or traditional statist. modeling techniques to increase and optimize customer experience and revenue generation Develop data models, algorithms, tools and methods Applied knowledge of the configuration options of modules within or across packages to functional solutions using detailed knowledge of package capabilities to meet business requirements Create showcases how BI data can help to facilitate and drive business decisions focused on Financial Services Industries Connect findings to business initiatives and approach customer at various management levels to create opportunities REQUIREMENTS Master’s degree in engineering, computer science, physics, math or economics Familiar with the principles of modelling 5 years of experience Project Management SQL database management and maintenance skills Several years developing sustainable customer relations Fluent in German and English ADDITIONAL AS A PLUS Machine Learning, AI Python; R and/or SPSS knowledge or equivalent tools WE OFFER Unleash your potential in an international company with flat hierarchies. Enjoy a maximum of personal freedom. A structured onboarding process ensure that our new hires get familiar with Axxiome, receive right tools and feel seen and accountable. An attractive salary model with performance-based bonuses, a generous home office regulation, a company car for private use and other benefits of a modern consulting company round off our offer to you. As a top performer, you also participate directly in the company’s success through an investment model. To ensure that your knowledge is always “state-of-the-art”, you regularly take part in internal and external training courses. An intensive training and a regular coaching enable you to reach your personal goals. YOUR APPLICATION Please apply online with your complete set of documents, including your desired salary and your possible starting date at recruiting.dach@axxiome.com. For any questions please don’t hesitate to contact Hardy Schwarzer, Recruiting Manager Europe at Axxiome (hardy.schwarzer@axxiome.com, +49 151 27 655 588).',\n", + " 'soft_skills': '[\"Research\", \"Cooperation\", \"Collaboration\", \"Coordinating\", \"Decisiveness\", \"Management\", \"Accountability\", \"Operations\", \"Integration\", \"Innovation\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Computer Science\", \"Statistics\", \"Prediction\", \"Technological Change\", \"Business Strategies\", \"Financial Services\", \"Sustainable Development\", \"Service Level Management\", \"Onboarding\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"M (Programming Language)\", \"Customer Data Integration\", \"Performance Based Contracting\", \"Process Modeling\", \"Statistical Modeling\", \"SQL Plan Management\", \"Investments\", \"Machine Learning Methods\", \"Data Science\", \"Business Requirements\", \"Logical Data Models\", \"Digitization\", \"R (Programming Language)\", \"Personalization\", \"Physics\", \"Receivables\", \"Service Innovation\", \"Modulation\", \"Economics\", \"Product Marketing\", \"Banking\", \"Project Management\", \"Algorithms\", \"Customer Experience\", \"Service Industries\", \"Additives\", \"Data Collection\", \"Job Descriptions\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"New Hire Orientations\"]',\n", + " 'languages': \"['English', 'Basque']\"},\n", + " {'company_id': '114',\n", + " 'job_title': 'internship aircraft data analytics (all genders)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Airlines',\n", + " 'website': 'www.swiss.com',\n", + " 'jobdescription_embedded': '[[-2.29393035e-01 4.43029404e-01 4.40452278e-01 -3.24731357e-02\\n5.66313446e-01 -2.51350254e-02 1.98204517e-02 3.56611371e-01\\n1.22777298e-02 -4.18628752e-01 -1.67430475e-01 -2.36365825e-01\\n4.61913869e-02 -1.03002936e-02 1.74019262e-02 4.89437640e-01\\n3.65228653e-01 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Within this department, you give support to Operational Engineering, Flight Safety and Aircraft Systems Engineering with various flight data analyses. Furthermore, the department is in charge of developing and monitoring the Aircraft Data Acquisition System (ADAS). Your Duties Process aircraft recorded data for visualization and analytical purposes of various kinds and scopes. Discover and visualize (e.g. Tableau) data trends and possible aircraft system malfunctions through dedicated data analytics. Translate the technical understanding of an Aircraft Systems Engineer to the developers’ programming language for the development of specific applications in collaboration with the development team. Collaborate with Aircraft Systems Engineers, pilots and data scientists in order to build stable applications, ready for operation and suitable for predictive maintenance. Coordinate and implement, together with data owners, the needed processes and governance procedures to accurately define and ensure the overall data flow. Act as a point of contact within SWISS for questions and / or requests regarding predictive maintenance applications and data analytics in general. Support the knowledge management within the different departments at SWISS and LH Group that is needed to understand and maintain the data environment needed for data analytics. Proactively identify opportunities for new data analytics projects in strong collaboration with Aircraft Systems Engineering and the reliability team. Your profile Finished Bachelor or Master degree in Engineering, Mathematics, Data Science, IT or related Fluent German and English language skills (written and oral) Good knowledge of MS Office applications and programming (experience with Python or R is regarded as an advantage) Tableau knowledge is an asset Stress resistant, able to work under high pressure Strong analytical and presentation skills Distinctive consulting skills, flexibility and communication skills at all levels Objective oriented person Interest in / Fascination for aviation and the airline industry Details Employment level: 100% Work place: Zurich Kloten Starting date: March 15. 2020 Duration: 6 months Salary: CHF 2,500.- gross per month with a Bachelor’s Degree CHF 3,000.- gross per month with a Master’s Degree Contacts Technical Doc. & Data Engineering: Mr. Michael Wolf Recruiting Support: Tel. +41 44 564 22 66, recruiting.services@swiss.com You may apply in English or German. About Swiss International Air Lines AG It’s the little differences that make working at SWISS so appealing. The fact, for example, that we treat every detail with care, see quality in terms of hospitality and view nationality through an international lens. In a similar way, we see variety as richness, a job as an experience and SWISS as a world of inspiration. You, too, will be stimulated in our special working environment – one in which, wherever you are, you’ll always feel: Truly SWISS .... where people matter. www.swiss.com',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Collaboration\", \"Proactivity\", \"Coordinating\", \"Governance\", \"Hospitality\", \"Operations\", \"Reliability\", \"Presentations\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Predictive Maintenance\", \"Tableau (Business Intelligence Software)\", \"KM Programming Language\", \"Programming (Music)\", \"Systems Engineering\", \"Analytics\", \"Data Engineering\", \"Industrialization\", \"Visualization\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Chrysler LH Platform\", \"Maintainability\", \"E (Programming Language)\", \"Levelling\", \"Translations\", \"Aircraft Records\", \"Knowledge Management\", \"Data Processing Systems\", \"Data Science\", \"Library For WWW In Perl\", \"Personalization\", \"R (Programming Language)\", \"Service Level Objectives\", \"Quantitative Data Analysis\", \"Appeals\", \"Aviation\", \"Application-Specific Information\", \"Data-Flow Analysis\", \"Acceptance and Commitment Therapy (ACT)\", \"Controllability\", \"General Administrative Support\"]',\n", + " 'languages': \"['English', 'Welsh']\"},\n", + " {'company_id': '11',\n", + " 'job_title': 'computer vision & machine learning engineer (m/f) in tech-startup (zh/sg)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Computer Hardware & Software',\n", + " 'website': 'www.advertima.com',\n", + " 'jobdescription_embedded': '[[-7.48125613e-02 2.07835570e-01 4.13504213e-01 2.60667298e-02\\n5.27177691e-01 -1.57908928e-02 4.35426906e-02 5.12840092e-01\\n-4.83831353e-02 -5.26692152e-01 5.49370311e-02 -1.96710870e-01\\n-1.63398251e-01 6.90943524e-02 -2.87500788e-02 4.91514653e-01\\n3.48133087e-01 3.24850567e-02 -2.51344264e-01 4.14437264e-01\\n1.43588513e-01 -7.46505931e-02 1.35740444e-01 8.27436090e-01\\n4.11910862e-01 3.23479883e-02 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Then keep looking. We've got a mission for you instead. You're the best at what you do. You don't just want a job. You're looking for the ultimate challenge. In a team that knows no limits, because you don't either. Welcome to Advertima. We combine machine learning, computer vision, and smart data to visually interpret human behavior in the physical world. More specifically, we detect people's physical appearance, their full-body motion and the situational context in real-time. In short: We are a Tech-Startup and we develop an AI-driven computer vision technology to enable organizations to better understand their customers and audiences and engage with them in the physical world. Our software is already operational with prominent clients, and now it is time to conquer the world. Do you want to help shape our success story? Join our team as Computer Vision & Machine Learning Engineer: Your role... Participate in cutting edge research in computer vision, artificial intelligence and machine learning applications Develop solutions for real world, large scale problems Your profile... MSc/PhD in Computer Science, Artificial Intelligence, Machine Learning, Math or related technical field Algorithmic background and rock-solid problem solving skills Strong background in computer vision or machine learning Solid coding experience in system components and experience in various software engineering systems Passion for quality, performance and reliability Excellent teamwork and communication skills Ideally you will also have... Experience in deep learning & non linear optimization What we offer... An international, young and highly motivated team of start-up professionals A fast-paced, dynamic and innovative working environment The opportunity to strongly impact on the future of Advertima An organizational model that distributes power across peers A workplace in the modern Y&R Coworking Space (ZH) and/or STARTFELD Innovation Hub (SG) Flexible vacation policy Self-development budget Monthly team brunch Competitive compensation Phantom stock options Ready for the mission? Don't keep us in suspense.\",\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Research\", \"Teamwork\", \"Professionalism\", \"Problem Solving\", \"Operations\", \"Team Motivation\", \"Reliability\", \"Innovation\"]',\n", + " 'hard_skills': '[\"Real Time Data\", \"Application Development\", \"MSC Software\", \"Computer Science\", \"Machine Learning\", \"Visualization\", \"Scale (Map)\", \"Computer Vision\", \"Limiter\", \"Idealization\", \"Software Engineering\", \"Machine Learning Methods\", \"Artificial Intelligence\", \"Deep Learning\", \"Budget Development\", \"Physics\", \"Humanism\", \"Incentive Stock Option\", \"Algorithms\", \"Power Distribution\", \"Linearization\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '66',\n", + " 'job_title': 'sr. software engineer (jee)',\n", + " 'location': 'Sursee',\n", + " 'industry': 'Computer Hardware & Software',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.59140545e-01 2.14985952e-01 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Come join us at Ishi Systems. At Ishi, we have built an enduring platform for innovation that pursues excellence to create products, systems and solutions that delight our customers and exceed their expectations. Our engineers solve a variety of complex and challenging business problems with cutting edge technology. We actively explore new and emerging technologies in Big Data No-SQL databases, Middleware Messaging platforms, High Availability Architectures, Advanced Analytics, Machine Learning, and contemporary web and mobile user interface frameworks. Do you take pride in writing quality code and building software that is reliable, testable and maintainable? Do you thrive on creating simple and elegant solutions to complex problems? Are you ready to compete head-to-head with some of the top and most fast-paced and innovative organizations in the industry? Mandatory Skills and Experience 5+ years of experience in application development including analysis, design, coding and implementation of large scale enterprise systems Strong Java language skills – core and advanced Extensive OO knowledge, including design patterns Experience in one or more frameworks such as Spring, Hibernate, JBPM, Drools, Quartz, etc Experience with relational databases and solid SQL skills Solid experience with Unix/Linux, including basic shell scripting Strong communication skills and ability to interface with customers Desired Skills and Experience Experience on user interface frameworks and technologies such as AngularJS, Play, JSF, JQuery, JavaScript, etc. Experience with messaging platforms such as RabbitMQ, HornetQ, Kafka, ActiveMQ Experience developing RESTful services and APIs Experience in No-SQL databases such as MongoDB, Hadoop HBase, Couchbase, etc Experience in application server clustering, performance tuning and scalability design Experience working in agile environments using Scrum, Continuous Integration and TDD/BDD practices Additional languages such as Scala, Clojure, Golang, Python, R',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Complex Problem Solving\", \"Writing\", \"Reliability\", \"Innovation\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Test-Driven Development (TDD)\", \"Agility\", \"Hyper SQL Database (HSQLDB)\", \"High Availability Clusters\", \"Shell Script\", \"Analytics\", \"Middleware\", \"Distributed Design Patterns\", \"Continuous Integration\", \"Industrialization\", \"Scale (Map)\", \"Hibernate (Java)\", \"Scala (Programming Language)\", \"Activism\", \"Metal Building Software\", \"Python (Programming Language)\", \"Linux\", \"Maintainability\", \"Drools\", \"Agile Edge Technologies\", \"Application Servers\", \"MongoDB\", \"Scrum (Software Development)\", \"Hornetq\", \"Mobility\", \"Machine Learning Methods\", \"Quartz (Graphics Layer)\", \"RabbitMQ\", \"Clojure\", \"JQuery\", \"Testability\", \"Enterprise Planning Systems\", \"R (Programming Language)\", \"JavaScript (Programming Language)\", \"Apache ActiveMQ\", \"Scalability\", \"Production Systems\", \"Big Data\", \"User Experience Design (UX)\", \"Design Codes\", \"Performance Tuning\", \"Relational Databases\", \"Language Experience Approach\", \"Apache HBase\", \"Additives\", \"Unix\", \"Emerging Technologies\", \"SQL (Programming Language)\", \"User Interface\", \"JSF 2\", \"Java Scripting Languages\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '49',\n", + " 'job_title': 'software engineer (full time\\xa0and internship)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[ 2.70995289e-01 1.54261723e-01 4.81505841e-01 3.79903391e-02\\n4.55764771e-01 -4.02951419e-01 1.70122653e-01 3.39460611e-01\\n2.01764315e-01 -3.46308976e-01 6.77916482e-02 -1.40374705e-01\\n-1.20104678e-01 -8.68354514e-02 -1.96930729e-02 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\"Planning\"]',\n", + " 'hard_skills': '[\"Commercialization\", \"C++ (Programming Language)\", \"Incentive Stock Option\", \"Linux\", \"Software Protection\", \"Centering\", \"Git (Version Control System)\", \"Software Coding\", \"Code Review\", \"Pipelining\", \"Software Engineering\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'oracle database specialist',\n", + " 'location': 'Bern',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.50344044e-01 2.99868912e-01 5.50742328e-01 -8.36134702e-02\\n5.68544745e-01 -2.65012980e-01 1.25814363e-01 4.24314201e-01\\n-1.92428425e-01 -1.74037442e-01 -2.41665691e-01 -3.46283823e-01\\n-3.23801525e-02 4.87368219e-02 4.95956279e-02 3.16335648e-01\\n3.56342822e-01 1.39567122e-01 -7.31303692e-02 2.66264588e-01\\n1.69047534e-01 -1.29467577e-01 1.56061396e-01 5.98502934e-01\\n3.61385316e-01 9.83440578e-02 -1.57679245e-01 1.17900304e-01\\n-3.65872294e-01 -3.41019779e-01 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looking on behalf of one of our important clients for an Oracle Database Specialist. This role is permanent position based in Bern Canton. Your Role: Carry out complex tasks in the DB management of our customers covering consulting, planning, designing, installation, configuration, monitoring, tuning, backup / recovery, troubleshooting, replication, high availability & security. Work on interesting problem cases of customers SLAs. Support & advise software development projects on database-specific issues. Your Skills: Several years of experience in the management of Oracle databases on Unix / Linux & MS Windows platforms. Experienced with SQL Server databases (or motivated to gain experience). Good know-how of associated processes corresponding customer orders. Skilled & experienced in a variety of customer platforms & installations. Your Profile: University Degree in Computer Science. Customer-oriented & ready to occasionally work irregular hours & be on-call. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " 'soft_skills': '[\"Positivity\", \"Planning\", \"Management\", \"Troubleshooting (Problem Solving)\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Software Development\", \"Advising\", \"Installation\", \"High Availability Clusters\", \"Linux\", \"Computer Science\", \"Unix\", \"Microsoft SQL Servers\", \"Oracle Databases\", \"Receivables\"]',\n", + " 'languages': \"['English', 'Interlingua', 'Nyanja', 'Aragonese']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'software engineer (c++)',\n", + " 'location': 'Grisons',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.16711386e-01 3.69977802e-01 6.53656304e-01 -1.72255784e-01\\n5.88140547e-01 -3.33259344e-01 9.66208726e-02 4.75413740e-01\\n-2.72345636e-02 -3.65770549e-01 -2.28218153e-01 -2.25554496e-01\\n-7.41186514e-02 6.04369007e-02 1.97732136e-01 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The role is a permanent position based in Graubünden Canton. Your Role: Specify, analyze (architecture & design), develop & test near-hardware embedded real-time software for the product range. Utilize state-of-the-art methods (Driven Development) & tools (IBM Rhapsody, WindRiver VxWorks & Linux) in C++ programming. Your Skills & Profile: In-depth knowledge in technical computer science. Good level of C ++ / UML knowledge & motivated to use & further develop it. Skills & experience in any of the following are considered advantageous: Programming microcontroller software. Creating & performing software test. GUI development, including Qt Quick, QML. Control engineering. iOS & Android app programming. Communication standards such as Bluetooth & wireless. Completed University Degree in engineering (applications from graduates are welcome). Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " 'soft_skills': '[\"Positivity\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Test-Driven Development (TDD)\", \"Control Engineering\", \"Programming (Music)\", \"VxWorks\", \"Computer Science\", \"UML Tool\", \"Windows Software Development\", \"C++ (Programming Language)\", \"Qt Modeling Language (QML)\", \"Android (Operating System)\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Linux\", \"Real Time Systems\", \"QT Quick\", \"Communication Program Generator (Programming Language)\", \"C (Programming Language)\", \"Time Tracking Software\", \"Hazard Communication Standard (HCS)\", \"Receivables\", \"Software Testing\", \"Bluetooth\", \"Embedded Software\"]',\n", + " 'languages': \"['English', 'Tajik', 'Afrikaans']\"},\n", + " {'company_id': '122',\n", + " 'job_title': 'application scientist, chemical ionization mass spectrometry',\n", + " 'location': 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With team members in Switzerland, Germany, China and the United States, we offer a family of end-user research products and custom instrument designs for OEM partners and research laboratories. TOFWERK is seeking an analytical scientist to develop and demonstrate new applications of our chemical ionization (CI) time-of-flight mass spectrometers (TOFMS), with emphasis on the Vocus PTR-TOF. The scientist will work within our Applications Department in support of our Vocus PTR-TOF and API-TOF product teams. He/she will be independently tasked with increasing the breadth and quality of analyses based on these instruments. The scientist will be active in relevant scientific communities in order to stay updated on trends and advances and to engage potential customers and collaborators. As the company’s expert on CI-TOFMS applications, he/she will communicate the capabilities of TOFWERK technology to prospective customers; lead product demonstrations; represent TOFWERK at international scientific meetings; support the Marketing Department in the production of technical promotional material; and formally present data in conference presentations, research reports, application notes, and peer-reviewed publications. He/she will work with other members of the Applications Department to ensure that all analyses at TOFWERK utilize the best available methods and technology. Based on his/her knowledge of the field and use of TOFWERK technology, the application scientist will provide suggestions and feedback to the Software and R&D Departments regarding potential short- and long-term product improvements and developments. Requirements PhD in Analytical Chemistry or related field 4+ years of experience using mass spectrometry for applied research or sample analysis, including method development Ability to work independently in the laboratory, including: experiment design, sample preparation, operation of scientific equipment, and data interpretation Strong background in data analysis, including statistics and spectral interpretation Interest in interacting with customers and prospective customers Confident and effective communicator Willingness to travel up to 30% per year for scientific conferences and customer site visits at European and international locations Fluency in English Desirable Experience and Expertise Use of any of the following: PTR-MS, chemical ionization MS, TOFMS, real-time trace gas analyzers Expertise in any of the following fields: biogenic VOCs, forensics, fragrances, flavors, breath analysis, atmospheric science Experience running and characterizing prototype scientific equipment Familiarity with any of the following: high vacuum systems, ion optics, ion-molecule reaction chemistry Competence in laboratory electronics and use of diagnostic equipment We Offer Exciting projects in state-of-the-art mass spectrometry An open culture that encourages new ideas A creative international team Flexible work times A bright, spacious workplace on the river in beautiful Thun We look forward to receiving your application at jobs@tofwerk.com. Please send all attachments in pdf format.',\n", + " 'soft_skills': '[\"Research\", \"Collaboration\", \"Communications\", \"Operations\", \"Presentations\", \"Creativity\"]',\n", + " 'hard_skills': '[\"Real Time Data\", \"Product Demonstration\", \"Chemical Ionization\", \"Research Reports\", \"Sample Preparation\", \"Data Presentation\", \"Interactivity\", \"Analytics\", \"Statistics\", \"Vienna Development Methods\", \"Prototype (Manufacturing)\", \"Spectrometer\", \"Activism\", \"Mass Spectrometry\", \"Analytical Chemistry\", \"Instrumentation\", \"Vacuum Systems\", \"Productivity Improvement\", \"IText (Free PDF Software)\", \"Atmospheric Sciences\", \"Electronics\", \"Optics\", \"Survey Data Analysis\", \"Applied Research\", \"Receivables\", \"Chemistry\", \"Sample Analysis\", \"Experience Design\", \"Sampling Design\", \"Residual Gas Analyzer\", \"Peer Review\", \"Application Notes\", \"Long-Term Potentiation\", \"User Research\", \"Application Programming Interface (API)\", \"Integrated Product Team\"]',\n", + " 'languages': \"['English', 'Shona', 'Turkish', 'Nyanja']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'business application analyst',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.95008665e-01 3.99013340e-01 4.29643035e-01 6.23621792e-02\\n6.08087063e-01 6.52238876e-02 1.04930684e-01 1.14952393e-01\\n7.00906217e-02 -2.68205762e-01 -1.38870880e-01 -1.20139062e-01\\n-5.62866032e-02 -7.93280452e-02 1.21173106e-01 4.18069065e-01\\n3.15848827e-01 -5.43995164e-02 -3.28657031e-03 2.79873222e-01\\n-5.72428331e-02 8.00456665e-03 2.15325020e-02 5.92675447e-01\\n4.05653894e-01 1.20013863e-01 -3.50275636e-02 1.12025894e-01\\n-2.48493224e-01 -3.62214535e-01 3.75085354e-01 3.69461626e-02\\n-2.33532578e-01 -3.03215653e-01 6.88816160e-02 1.64522588e-01\\n-1.85275301e-01 1.21623948e-02 -1.24451324e-01 3.28230113e-03\\n-4.66755688e-01 -2.48992056e-01 -4.48130071e-02 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(Trading, Shipping, Finance, Legal, Cross-functions) - Provide support to Trading and Operations team in their usage and ramp-up on the Application (training, coaching, change management) - Supervise end users application’s usage in order to guarantee the efficient use of the software - Coach and Train new comers in the understanding of our processes and a proper usage of the applications related to the function of the employee. - Perform review on application usage and data quality and trigger necessary training or process improvements - Define and Implement Projects for new requirements and/or evolution of the applications - Manage the continuous improvement of our Business processes: - Help in ensuring the defined IS applications matches the business requirements of internal departments - Review Processes supported by IS systems and work in coordination with the functional departments to propose processes/Systems changes. - Specify and implement necessary system changes - Manage the testing phases and ensuring quality performance with the external developers involved in various IS improvement projects - Lead Change Management with the users whilst implementing change - Get user-feedback and trigger necessary tasks or subprojects to reach a balance between Processes, Controls, user satisfaction and capability/cost efficiency of the IS Solution - Follow-up on processes implemented, new and existing, and ensure continuous improvement - Identify user needs for reporting and implement them once specified and approved - With the support and in relation with the Business Process Owners, review the processes defined by each BPO and ensure our Operating Model is updated - Manage specific and ad-hoc IS/IT Projects - Gather Requirements and Objectives of the Project - Manage the different Project Phases from Requirements till post-support implementation - Ensure a proper handover and transition of Project deliverables to the employees (Training, support of employees on requests) Profile required: Educational Background / Qualifications: - Degree in Computer science with experience in project management - Secondary Education in cross functional areas Technical Skills: - CRM Systems (SalesForce, Oracle) - Good knowledge of Reporting systems and Business Intelligence tools (IBM Cognos, Quickview,..) - General understanding of main ERP functionalities (SAP) - Scripting language (SQL, JavaScript, any other scripting languages) - First experience on Mobility and Mobile Apps development Experience required: - Good knowledge and practice in usage of CRM, ERP and Reporting software - Ability to successfully identify strengths and areas of improvement in processes and further lead change management across all functional departments - Experience in project management, as well as implementation and deployment of IS systems - Technical ability in managing directly small evolutions in the current Applications - Ability to perform specific adhoc analysis and queries through systems to assess usage and provide reports, dashboard, KPIs - Proven capabilities in coaching, training and development Competency profile: - Good knowledge and practice in usage of CRM, ERP and Reporting software - Ability to successfully identify strengths and areas of improvement in processes and further lead change management across all functional departments - Good experience in project management, as well as implementation and deployment of IS systems - Technical ability in managing directly small evolutions in Applications - Ability to perform specific adhoc analysis and queries through systems to assess usage and provide reports, dashboard, KPIs Interpersonal competencies / communication - Service-oriented - Communication capability with specialists and non-specialists (oral and written) - Listening skills - Ability to manage diversity and complexity of processes - Negotiation/conflict resolution skills - Reactivity - Time management skills - English professional. Good German. Any other language is a plus Benötigte Skills Englisch Projektleitung Qualitätssicherung CRM ERP Oracle Cognos SAP SQL JavaScript Requirements Engineering Schulung Strategie',\n", + " 'soft_skills': '[\"Negotiation\", \"Professionalism\", \"Supervision\", \"Management\", \"Listening Skills\", \"Operations\", \"Training And Development\", \"Time Management\"]',\n", + " 'hard_skills': '[\"Data Quality\", \"QuickView\", \"Business Intelligence Tools\", \"Ad Hoc Testing\", \"Computer Science\", \"Customer Relationship Management (CRM) Software\", \"Asynchronous Serial Communication\", \"Process Automation Systems\", \"Reactivity\", \"Process Improvements\", \"Performance Review\", \"Mobile App\", \"SAP Sybase SQL\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Secondary Education\", \"Dashboard\", \"Business Intelligence\", \"Mobility\", \"Process Control\", \"Business Requirements\", \"MFG/Pro (ERP)\", \"Cross-Functional Coordination\", \"Finance\", \"Business Process\", \"SAP Functional\", \"Specific Performance\", \"Requirements Engineering\", \"JavaScript (Programming Language)\", \"Continuous Improvement Process\", \"Implement Projects\", \"Adapter Scripting Language\", \"User Feedback\", \"Project Management\", \"Scripting\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"Diversity Management\", \"SQL (Programming Language)\", \"Technical Support\", \"International Business\", \"Conflict Resolution\", \"Change Management\"]',\n", + " 'languages': \"['English', 'Korean', 'Chewa', 'Estonian']\"},\n", + " {'company_id': '52',\n", + " 'job_title': 'junior software developer internship',\n", + " 'location': 'Zug',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.45473623e-01 2.19922841e-01 3.95095408e-01 -8.58976841e-02\\n5.51735580e-01 -2.02397883e-01 -7.35367462e-03 5.00029922e-01\\n-1.52281597e-01 -1.19535170e-01 -1.25269637e-01 -2.06219703e-01\\n-3.24371420e-02 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We are looking for a Junior Software Developer Internship (f / m, 100%) who is motivated to learn in a small but growing team. This position is being offered either as a 6 to 12-month internship or as an entry level role for recent graduates. The successful candidate will work on projects involving futures and cryptocurrencies and gain exposure to financial markets trading. Your Responsibilities: • Developing an automated trading system with the Senior Portfolio Managers. • Building front end framework and GUI. • Managing short-term quantitative strategies and market risk issues. • Directing system testing and validation procedures. Your Profile: • Completed or in the process of completing a quantitative degree in Finance, Business, Economics, Engineering, Political Science, Math or Physics. • Top-notch computer programming skills with excellent command of programming languages such as Python, C#, or JavaScript. • Experience with VUE or other similar front end frameworks. • Effective communicator, fluency in English is a must. • Excellent at multi-tasking and working under pressure. • Highly motivated and interested to learn from experienced professionals. • An interest in finance and cryptocurrencies will be beneficial. Did we raise your interest? Please send your CV and cover letter. Requirements • Completed or in the process of completing a quantitative degree in Finance, Business, Economics, Engineering, Political Science, Math or Physics. • Top-notch computer programming skills with excellent command of programming languages such as Python, C#, or JavaScript. • Experience with VUE or other similar front end frameworks. • Fluency in English. • Excellent at multi-tasking and working under pressure.',\n", + " 'soft_skills': '[\"Positivity\", \"Management\", \"Professionalism\"]',\n", + " 'hard_skills': '[\"Market Risk\", \"Automation\", \"KM Programming Language\", \"Vue.js\", \"Notching\", \"Python (Programming Language)\", \"M (Programming Language)\", \"Levelling\", \"Financial Market\", \"Investments\", \"Business Economics\", \"Cryptocurrency\", \"Portfolio Management\", \"Finance\", \"C# (Programming Language)\", \"JavaScript (Programming Language)\", \"Physics\", \"Computer Programming\", \"Validations\", \"Front End (Software Engineering)\", \"Software Development\", \"Political Sciences\", \"System Testing\"]',\n", + " 'languages': \"['English', 'Armenian', 'Arabic']\"},\n", + " {'company_id': '82',\n", + " 'job_title': 'big data engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Staffing & Outsourcing',\n", + " 'website': 'www.nicollcurtin.com',\n", + " 'jobdescription_embedded': '[[-3.59203309e-01 2.84078747e-01 4.03332740e-01 7.03492612e-02\\n6.18659675e-01 -2.21305519e-01 -3.66830193e-02 4.68001425e-01\\n-9.57974698e-03 -3.22790772e-01 -1.28672332e-01 -1.54692918e-01\\n-7.85306841e-02 1.48028374e-01 1.81689672e-02 2.28859752e-01\\n3.20908666e-01 1.63636461e-01 -3.45691405e-02 3.29709291e-01\\n7.10510910e-02 -1.42218173e-01 1.08264901e-01 6.83549345e-01\\n3.48668456e-01 5.43728704e-03 -8.57399628e-02 3.12719084e-02\\n-3.08920473e-01 -2.14215368e-01 3.86555463e-01 -7.77928308e-02\\n-1.15295649e-01 -3.15231860e-01 1.29168779e-01 -4.51448485e-02\\n-2.34217227e-01 -1.35865480e-01 -1.53281808e-01 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opportunity in Zurich. This bank has always been at the forefront of technology advancements and development of banking applications, and they currently need a Big Data DevOps Engineer. As the Big Data DevOps Engineer in Zurich, you will have the opportunity to build and maintain a big data platform along with a team of engineers and systems experts. You will be responsible for deploying, automating, maintaining, troubleshooting, and improving the systems that keep the back-end infrastructure running smoothly. Some key skills you will need for this role; Cloudera Hadoop administration/engineering experience, understanding of Linux engineering, Cluster management skills, ability to support incident management skills which means good customer-facing skills as well, and good problem-solving skills. Additionally, skills with Tableau administration, Control-M or Rundeck exposure as well as knowledge of SQL syntax will be very desired. This is for a contract job with an initial duration of six months. To apply for this Big Data DevOps Engineer job within banking in Zurich, please forward your CV to ameya.khare@nicollcurtin.com.',\n", + " 'soft_skills': '[\"Infrastructure\", \"Troubleshooting (Problem Solving)\", \"Management\", \"Problem Solving\"]',\n", + " 'hard_skills': '[\"Automation\", \"Syntax\", \"Tableau (Business Intelligence Software)\", \"Back End (Software Engineering)\", \"Banking\", \"Data Management Platforms\", \"Expert Systems\", \"Additives\", \"Component Object Model (COM)\", \"Linux\", \"Maintainability\", \"Control-M (Batch Scheduling Software)\", \"Incident Management\", \"Big Data\", \"SQL (Programming Language)\", \"DevOps\", \"Rundeck\"]',\n", + " 'languages': \"['English', 'Chuang', 'Portuguese']\"},\n", + " {'company_id': '2',\n", + " 'job_title': 'computer scientist internship',\n", + " 'location': 'Schlieren',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.53602079e-01 2.75295228e-01 4.44754988e-01 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exposure Enriching existing datasets such as TV schedule with additional metadata Your Profile: Bachelor or master’s degree in computer science or shortly before graduation Excellent knowledge of at least one of the following programming languages Python, R, or Ruby Good Knowledge of data structures and algorithms Experience with SQL or NoSQL databases Proficiency with Logging Systems such as Graylog or Elasticsearch Familiarity with MVC Frameworks such as Ruby on Rails Knowledge of distributed computing platforms and query interfaces such as MapReduce, Pig or/and Hive Great level of autonomy, self-managed approach to projects Dealing with critical and confidential data which requires high level of confidentiality, integrity and responsibility Written and spoken fluency is mandatory in either German or English This position offers you the chance to prove your analytical and programming skills in a fast-paced environment. The TV and media industry are data driven industries. Your results and contributions will be essential in the decision-making process. We also offer you a modern workplace with an open feedback culture and a competitive salary. Interested? Then, please apply at job(at)3plus.tv. 3 Plus TV Network AG Eva Felsberg Wagistrasse 21 8952 Schlieren Tel. +41 43 336 36 36',\n", + " 'soft_skills': '[\"Social Media\", \"Management\", \"Scheduling\", \"Integration\", \"Decision Making\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Advertisement\", \"NoSQL\", \"Elasticsearch\", \"KM Programming Language\", \"Programming (Music)\", \"Computer Science\", \"Collections\", \"Metadata\", \"Prediction\", \"Analytics\", \"Industrialization\", \"Distributed Computing\", \"Ruby (Programming Language)\", \"MapReduce\", \"Onboarding\", \"Python (Programming Language)\", \"Data Pipeline\", \"Levelling\", \"Limiter\", \"Dataset\", \"Graylog\", \"Microsoft Modern Workplace\", \"Logging (Construction)\", \"Use Case Diagram\", \"Computing Platforms\", \"Machine Learning Methods\", \"Data Science\", \"Survey Data Analysis\", \"Ruby On Rails\", \"High-Level Architecture\", \"Data Structures\", \"Algorithms\", \"Additives\", \"Amazon Data Pipeline\", \"SQL (Programming Language)\", \"Source Data\"]',\n", + " 'languages': \"['English', 'Southern Sotho']\"},\n", + " {'company_id': '3',\n", + " 'job_title': 'big data engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.25972161e-01 1.82309926e-01 4.60240096e-01 3.88041548e-02\\n5.27822554e-01 -2.00513646e-01 3.07385270e-02 3.83118659e-01\\n8.81233513e-02 -3.35077792e-01 -3.31870243e-02 -3.11059833e-01\\n-1.40460432e-01 1.27683818e-01 -8.64985678e-03 3.43016297e-01\\n3.68590027e-01 1.36323437e-01 -1.77311301e-01 4.07873333e-01\\n1.12691619e-01 -1.01935767e-01 1.18176444e-02 8.02999854e-01\\n5.14983177e-01 1.09390533e-02 -9.28386971e-02 1.86021086e-02\\n-2.69973010e-01 -1.68353513e-01 4.47183996e-01 -4.36146222e-02\\n-1.05818823e-01 -3.45961630e-01 1.67472348e-01 7.74640739e-02\\n-2.25931183e-01 8.37413743e-02 -1.18933901e-01 9.82481018e-02\\n-4.62380052e-01 -2.33057842e-01 -1.11393016e-02 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We offer a full suite of products and services for App Market Data and Mobile App Intelligence. Bringing a unique combination of technical and business skills together, we provide our customers with a thorough analysis of the latest developments on the app stores and mobile industry. We are a truly international team, with an innovative and fast-paced company culture. As a Data Engineer, you are someone who is passionate about processing large data sets. You will be responsible for building and maintaining data pipelines to support our products and our Data Science team. You will contribute to the entire stack, working with DevOps on maintenance and tuning, alongside collaborating with Data Scientists to build applications and algorithms. To thrive as a member of team 42matters, you must embrace our exciting work-hard, play-hard environment. We're not afraid to move fast and break things as we release, launch, iterate, update and announce; sometimes all in the same day. We're a closely-knit team and, especially at the end of a long day over beers, we feel like we're inventing the future together. Job type: Full-time Location: Zurich Starting date: As soon as possible RESPONSIBILITIES Write data pipelines to extract, transform and load (ETL) data automatically, using a variety of traditional as well as large-scale distributed technologies. Extend and optimize the current system by making the enormous amounts of data accessible for both our data scientists and our products. Help to build a reliable, sustainable and scalable data infrastructure. Requirements 3+ years of work experience as a Data Engineer. Strong experience with big data technologies on Amazon Web Services (e.g. Redshift, EC2, MapReduce, Spark). Strong knowledge of Python programming language. Familiar working with relational data stores (e.g. PostgreSQL, Redshift). Good abilities in DevOps. Fluent English. Ability to work autonomously but also be a strong team player. Self-motivated, team player comfortable in a small, intense and high-growth start-up environment. PREFERRED QUALIFICATIONS Strong educational background: Bachelor/Master degree in CS or other technical/science/math field Proficiency in more than one programming language (Java, Python, Bash). Strong SQL skills and the ability to write and analyze complex SQL queries. Experience designing data models and data warehouses. Ability to identify and resolve performance issues. \",\n", + " 'soft_skills': '[\"Self-Motivation\", \"Writing\", \"Collaboration\", \"Operations\", \"Team Motivation\", \"Reliability\", \"Innovation\"]',\n", + " 'hard_skills': '[\"Accessioning\", \"KM Programming Language\", \"Sustainability\", \"Data Modeling\", \"Data Engineering\", \"Industrialization\", \"Scale (Map)\", \"Mobile App\", \"MapReduce\", \"PostgreSQL\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Maintainability\", \"E (Programming Language)\", \"Data Pipeline\", \"Iterators\", \"Extract Transform Load (ETL)\", \"Mobility\", \"Minimum Data Set\", \"App Store (IOS)\", \"Data Science\", \"Web Services\", \"Bash (Scripting Language)\", \"Big Data\", \"Amazon Web Services\", \"Data Store\", \"Clinical Data Warehouse\", \"Data Infrastructure\", \"Experience Design\", \"Algorithms\", \"Amazon Data Pipeline\", \"Market Data\", \"Amazon Redshift\", \"SQL (Programming Language)\", \"DevOps\"]',\n", 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Become a part of a growing and dynamic entrepreneurial team within the established Swiss Re Group. iptiQ is a start-up unit, established to provide innovative protection solutions directly to consumers. Our team delivers the coordination, infrastructure and competences that are key to driving forward this new business; working closely with our partners and clients. Our mission is to reduce the protection gap by simplifying life insurance and making it more accessible to people. Our motto is \"now life is easier for everyone\". For us this means making life insurance easier to sell, to buy and to trust. About the Role You will join a team of software engineers for the technology platform within the iptiQ EMEA Technology & Operations department. This is a rare opportunity to join a new business unit within an established company; combining the dynamic spirit of a startup with the backing of Swiss Re\\'s strong organisation. As a software engineer, you will work closely in multi-functional teams to shape the technology platform that fulfill our business and product vision and ultimately bring value to our customers and partners by disrupting the traditional insurance proposition. This will require seeking complex problems within a distributed infrastructure by designing, implementing and testing simple, scalable, reliable and configurable solutions. Your responsibilities include: Design and implement new features and/or components within our platform and develop prototypes quickly to allow an iterative approach Deliver high-quality code, focusing on simplicity, performance, maintainability and scalability Optimise applications and components to maximize configurability, speed and efficiency, ease of development of new features and the ability to scale business processes Create common libraries and frameworks demonstrated across the platform to streamline development of complex applications End-to-end responsibility on the applications implemented, including automated testing, monitoring, identifying issues or bottlenecks and delivering improvements of the platform We are looking forward to working with you as a software engineer. You will report directly to the Head of Digital Innovation of iptiQ EMEA. About the Team iptiQ is a unit within the newly built Swiss Re Life Capital; established to deliver white-label life insurance solutions to be sold through partners, directly to consumers. iptiQ is young, motivated and technology driven team, organised to provide creative solutions for life insurance distributors across Europe that engage with consumers in non-traditional ways. Through our strong operational infrastructure, creative thinking, insurance know-how and ecommerce competences we want to drive the digitalization of the life insurance business in Europe. About you Qualifications: Proven software development capabilities, i.e. 5+ years hands-on experience as a full-stack developer. Experienced in the following languages and frameworks: Mandatory: Enterprise Java Desirable: JavaScript, TypeScript, Docker, React Optional: Camunda, Kafka, RestAssured, WireMock, OpenShift, AWS Experience with high-traffic micro services architectures and best practices around designing, scaling and monitoring concurrent systems (using different technologies and preferably RESTful APIs and message passing protocols) You carefully evaluate design trade-offs and strive for simple, elegant, algorithmically efficient solutions Your code is easy to read, test and re-use and you constantly improve quality over time You understand performance metrics, how to collect and use them to continuously improve performance, scalability and efficiency Experience in the design of data-models for relational and NoSQL data stores Experience in test-drive-development (TDD) and in the automated testing of APIs and user interfaces About you: Great team player: you collaborate effectively with team members, express technical leadership supporting your views and ideas while keeping open to different opinions, being fearless and always supplying to the overall growth of the team Open to pair programming and XP techniques Continuous learner who stays up-to-date with the latest trends and carefully vet with proper pragmatism and long-term vision the adoption of new technologies Master’s degree in computer science, engineering or equivalent working experience Ability to speak and write English fluently We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, or disability status.
Swiss Re',\n", + " 'soft_skills': '[\"Complex Problem Solving\", \"Leadership\", \"Coordinating\", \"Collaboration\", \"Infrastructure\", \"Operations\", \"Creative Thinking\", \"Reliability\", \"Innovation\", \"Creativity\", \"Written English\"]',\n", + " 'hard_skills': '[\"Disabilities\", \"Camunda\", \"Performance Improvement\", \"OpenShift\", \"NoSQL\", \"Test-Driven Development (TDD)\", \"Accessioning\", \"Computer Science\", \"Data Modeling\", \"Consumables\", \"Service-Oriented Architecture\", \"Automated Testing Framework\", \"Good Agricultural Practices\", \"Scholastic READ 180\", \"TypeScript\", \"Scale (Map)\", \"New Business Development\", \"Wiremock\", \"Prototyping\", \"Maintainability\", \"E (Programming Language)\", \"Test Automation\", \"Library\", \"Iterators\", \"Software Engineering\", \"Micro Channel Architecture\", \"React.js\", \"Message Passing\", \"Docker (Software)\", \"Concurrent Versions System (Software)\", \"Business Process\", \"Life Insurance Sales\", 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-2.42963284e-01\\n-2.37086371e-01 -4.39810336e-01 5.09778224e-02 -1.58611730e-01]]',\n", + " 'job_description': 'Do you have passion to transform P&G\\'s brand building while enabling better decision-making through advanced analytics and machine learning; enhance business results and improving consumer\\'s lives every single day? We are looking for Data Scientist Interns (Female or Male) 6-months - Based in Geneva CompensatedYour responsibilities will be:Get into the details on Marketing and Data Science, using artificial intelligence, data visualization and analytic engines, release business building insights, generating plans from our data to serve consumers worldwide in better way. You will learn through from data we generate from 1.5TB individual consumer touchpoints daily, and information on 500MM consumers\\' behaviors. You will answer business questions and propose solution for business problems by applying machine learning techniques and automatize analysis of consumer touch point information or other deep learning data, explore their patterns and recommend marketing activities.You will discover and invent next-generation business analytic tools for our category analysts and business partners, own our new applications from design-thinking up to user adoption.Full-stack development of innovative and creative tailor-made algorithms that will drive real-life business recommendation and activation, using your favorite tools or environment.Team up with technology partners to translate your innovations into robust, scaled, analytic solutions Collaborate actively and effectively with the data science team, other function\\'s partners and senior management to achieve your project\\'s objectives.Participate to P&G\\'s analytic capability program at different levels of skill and seniority To qualify for this role you should possess the following: Doing a Master Degree in a quantitative field (Operation Research, Computer Science, Engineering, Applied Math, Statistics, Analytics, Data Science, Life-science etc)Passion to try new things, learn quickly and work well with diverse backgrounds.Excellent interpersonal skills, self-motivated, dynamic and can-do attitudeEnthusiasm and curiosity about the intersection of business, technology and data.Very good English (written and oral) and you should have knowledge of Business Intelligence Tools such as KNIME, Tableau, SpotfireBig Data Ecosystem: Hadoop, Spark, MapReduce, SQL, HiveScientific Computing: R, Python, C++, Java, ScalaAdvanced Analytical models (Bayesian, Optimization (global, local, stochastic methods), Uncertainty Quantification, etc.) We offer: Competitive compensationOwn your responsibilities and project leadership as of day 1Dynamic, Diverse, Multi-cultural and Flexible working environment\\'Vibrant Living\\' offering on-site: Gym / Yoga / Sports-teams, Hair-Salon, Canteen, Agile workspace design, Flex-work arrangements possible and \"new-hire network activities\"Help with housing, subsidized meals, free public transport in Geneva and access to our company store, are some examples of our benefits.Equal Opportunities for everybody #WeSeeEqual #LikeAGirl #GABLE #P&GJob Location: Geneva, Petit-Lancy Due to legal restrictions, immigration sponsorship is available only for EU/EFTA nationalities. All candidate with non EU/EFTA nationalities are encouraged to check out opportunities in countries where they can obtain a work permit.Further helpful information to make the application process smooth: Just apply via clicking the button belowHave your CV in English ready to attachPlease note individual attachments cannot be larger than 500 KB ',\n", + " 'soft_skills': '[\"Self-Motivation\", \"Leadership\", \"Collaboration\", \"Planning\", \"Management\", \"Decision Making\", \"Innovation\", \"Creativity\", \"Curiosity\"]',\n", + " 'hard_skills': '[\"Business Analytics\", \"Tableau (Business Intelligence Software)\", \"Tooling\", \"Data Explorers\", \"Agility\", \"Accessioning\", \"Business Intelligence Tools\", \"Computer Science\", \"Life Sciences\", \"Analytics\", \"Consumables\", \"Statistics\", \"Bayesian Modeling\", \"Branding\", \"Business Partnering\", \"KNIME\", \"Activism\", \"MapReduce\", \"Python (Programming Language)\", \"Yoga\", \"Operations Research\", \"Levelling\", \"Translations\", \"Hostile Work Environment\", \"Business Intelligence\", \"Data Visualization\", \"Machine Learning Methods\", \"Data Science\", \"Uncertainty Quantification\", \"Release Engineering\", \"Equalization\", \"R (Programming Language)\", \"Artificial Intelligence\", \"Deep Learning\", \"Design Thinking\", \"Adoptions\", \"Public Transport\", \"Subsidized Housing\", \"Algorithms\", \"Business Technologies\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Touchpoint\", \"New Hire Orientations\"]',\n", + " 'languages': \"['English', 'Haitian Creole', 'Yoruba']\"},\n", + " {'company_id': '4',\n", + " 'job_title': 'business analyst - application support analyst',\n", + " 'location': 'Neuchâtel',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.66816726e-01 2.85162449e-01 4.95247245e-01 -7.54986182e-02\\n5.17806172e-01 -1.34886459e-01 7.60038346e-02 4.32544142e-01\\n-8.29061940e-02 -4.25131202e-01 -2.95873592e-03 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Are you looking for you next challenging position? This opportunity is for you!Your challengesYou manage new applications and new functionalities in a manufacturing environment. You are in charge of lifecycle and support in manufacturing and application Level 2.Your skillsExperience in a validated environmentAt least 3-4 years' experienceExperience in application development lifecycle (supply chain)ITSM mandatoryGxP systems and computer validation systemMedical deviceLabelling systems a plusFrench and English mandatoryYour horizonsDo you think you have what it takes to face this challenge ? Don't hesitate to contact me on +41 58 233 27 08 or apply directly on this advert.About Spring ProfessionalAdvance your career, find a job that you love or discover a new opportunity for professional growth – we believe in these goals and work every day to help you achieve them. Spring Professional is a subsidiary of The Adecco Group specialising in temporary and permanent placement of qualified professionals.Find out what we can do for you. Apply for this job, or for one of over 500 other vacancies at SpringProfessional.chYour contactMadame Joanna Fumey, Recruitment Trainee, looks forward to answer your questions by phone +41 58 233 2706.You can apply directly online.JN -072019-296587\",\n", + " 'soft_skills': '[\"Positivity\", \"Management\", \"Professionalism\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Validations\", \"Supply Chain\", \"Customer Support Analyst\", \"Application-Level Gateway\"]',\n", + " 'languages': \"['English', 'Shona']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'software security engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.36230105e-01 3.40883940e-01 2.81349361e-01 -5.84128685e-02\\n5.47161996e-01 -2.54661232e-01 1.41434878e-01 3.16309333e-01\\n4.87177633e-02 -3.90651971e-01 -1.82920620e-01 -1.13990486e-01\\n-1.21490248e-01 -7.10763875e-03 1.15474664e-01 3.96341264e-01\\n3.46896559e-01 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You will review designs, code, perform in-depth assessments and closely work with the engineers to resolve issues at a very detailed level. Further responsibilities include the engineering, implementation and monitoring of security tooling for automated monitoring, code review, security tests, scanning and much more - all to ensure the day-to-day operational security tasks are as automated as possible, enabling a deeper product security focus. You should be as comfortable reviewing code across multiple platforms as you are handling a security incident. Your passion for the field should see you keeping yourself up-to-date about the latest vulnerabilities, exploits and trends, as well as the latest countermeasures. Requirements University degree in Computer Science or Engineering, or equivalent experience A minimum 8 years of work experience Proficient in at least one of the top languages, particularly Go, Java or Python and be willing to learn more. You have experience with performing application code reviews, design reviews and penetration testing. Strong communication skills in verbal and written English and German (optional) Experience working with distributed systems Experience in penetration testing web-based apps, mobile apps and back-end infrastructure Experience implementing modern-day cryptosystems Problem solving skills and ability to work under pressure Benötigte Skills JAVA Go Python Security',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Infrastructure\", \"Problem Solving\", \"Operations\", \"Written English\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Automation\", \"Tooling\", \"Cryptosystem\", \"Security Testing\", \"Computer Science\", \"Automated Code Review\", \"Mobile App\", \"Python (Programming Language)\", \"Levelling\", \"Code Review\", \"Penetration Testing\", \"Operations Security\", \"Design Codes\", \"Design Review\", \"Exploitation\", \"Vulnerability\", \"Back End (Software Engineering)\", \"Cyber Security Standards\", \"Java (Programming Language)\"]',\n", + " 'languages': \"['English', 'Zhuang', 'Kanuri', 'Aragonese', 'Sundanese']\"},\n", + " {'company_id': '16',\n", + " 'job_title': 'software engineer (position keeping)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Enterprise Software & Network Solutions',\n", + " 'website': 'www.avaloq.com',\n", + " 'jobdescription_embedded': '[[-2.00253054e-01 2.56725699e-01 5.41780770e-01 1.75821991e-03\\n6.37378335e-01 -1.04170382e-01 -1.41443953e-01 3.36291552e-01\\n4.73299511e-02 -3.86223912e-01 -9.24882665e-02 -2.22091779e-01\\n-5.11610657e-02 8.25501010e-02 5.00927716e-02 2.74111688e-01\\n3.84074479e-01 9.62766334e-02 -1.62377097e-02 3.53015929e-01\\n-9.56607461e-02 -7.12777674e-02 2.28637919e-01 7.16766953e-01\\n2.95270681e-01 1.58153847e-02 -2.89820302e-02 9.78332385e-02\\n-1.86303765e-01 -2.61680901e-01 4.63883519e-01 1.39251798e-01\\n-1.14017770e-01 -4.11439210e-01 1.05947703e-01 1.25802327e-02\\n-1.97914332e-01 -5.92882782e-02 -1.81843191e-01 7.56517053e-02\\n-3.72939497e-01 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Together. Avaloq is a value-driven fast-paced fintech company and we are committed to develop the banking technology of tomorrow. Leading banks and wealth managers in all major financial centres rely on our software and services, and this unique community grows every day. Your team When you buy shares, take out a loan, withdraw money from an ATM or perform some other financial transaction, there is a good chance that you have used our software. We implement the technical banking framework which manages how financial systems keep track of financial transactions and positions. We are looking for a motivated software engineer who is interested in the banking business and challenging technical problems. We want you to join us to build on the best banking software product on the market. As a member of the development team Subledger and Position Keeping, you will be part of a group of highly skilled, motivated and dynamic people that are responsible for very central parts, such as the whole position keeping for varied financial products, within the Avaloq Banking Suite. We will place a large amount of trust in you and give you the freedom to help us shape the core banking technical framework on which the rest of the company is based. The company’s non-hierarchical structure will put you in contact with a wide range of industry experts. Along with these experts, external partners and customers will constantly help and challenge you to improve your knowledge of how to create great software and of the business which it serves. Together with our software professionals you analyse customer requirements and drive the design of new functionalities or the enhancement of existing features. The Avaloq Banking Suite is one of the largest PL/SQL applications in the world. Development takes place in our integrated development environment - a customized Eclipse platform, which is tightly integrated with a build automation and delivery system, allowing a standardised and automated process to be followed. Your mission Drive the design of new products and functionality in collaboration with the business analysts, product owners, software architects and fellow developer Analyse and implement customer requirements Maintenance of existing functionality Work in an Agile environment, helping us to improve our processes Provide support to other development teams (some in other international locations) that need to modify/use the software that is under your care Technical support of customer projects (new implementation of the Avaloq Banking Suite or upgrades) Work on interdisciplinary innovation projects Extension of Avaloq’s standard product configuration (Avaloq Banking Reference). Development of automated tests) What you need A university degree in computer science, business informatics, computer/electronic engineering or equivalent experience Open minded, team oriented and communicative Eager to learn and take on new challenges Solid knowledge of software engineering Experience in development of complex applications Interested in the banking business Strong written and spoken English language skills You will get extra points for the following Strong analytical and problem-solving skills and the ability to think abstractly is a strong plus Knowledge of SQL/relational database systems Experience with PL/SQL Basic understanding of double entry bookkeeping German language Now let’s talk about perks and compensation With our compensation model, we want to share the success of the company with all our employees. We offer competitive base salaries and if you prove yourself as a super-star, you might be entitled to an extraordinary achievement reward. Place of work Zürich Don’t be shy – apply! Avaloq Evolution AG Alina Tauscher, Talent Acquisition Professional Allmendstrasse 140 - 8027 Zürich - Switzerland www.avaloq.com/en/open-positions Please only apply online. Note to Agencies: All unsolicited résumés will be considered direct applicants and no referral fee will be acknowledged.',\n", + " 'soft_skills': '[\"Writing\", \"Team Oriented\", \"Professionalism\", \"Motivational Skills\", \"Management\", \"Problem Solving\", \"Communications\", \"Integration\", \"Innovation\", \"Positivity\"]',\n", + " 'hard_skills': '[\"PL/SQL\", \"Automation\", \"EN 1993 Building Codes\", \"Agility\", \"Development Environment\", \"Computer Science\", \"Analytics\", \"Building Automation\", \"Industrialization\", \"Wealth Management\", \"Product Configuration\", \"Electronic Engineering\", \"Talent Acquisition\", \"Component Object Model (COM)\", \"Track (Rail Transport)\", \"Bookkeeping\", \"Eclipse (Software)\", \"Business Informatics\", \"Software Engineering\", \"Technical Support\", \"Software Product Management\", \"Library For WWW In Perl\", \"Database Systems\", \"Banking Software\", \"Build Automation\", \"Financial Transaction Tax\", \"Banking\", \"Relational Databases\", \"Loans\", \"New Product Development\", \"SQL (Programming Language)\", \"Financial Systems\", \"Integrated Delivery Systems\", \"Customer Requirements Analysis\"]',\n", + " 'languages': \"['English', 'Sundanese', 'Zhuang', 'Church Slavonic', 'Inuktitut']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'data scientist',\n", + " 'location': 'Basel',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.74159169e-01 3.37610811e-01 6.32986605e-01 -1.04096882e-01\\n5.10776281e-01 -1.76928371e-01 1.23440638e-01 3.22047621e-01\\n-2.33702168e-01 -3.37552518e-01 -1.90123260e-01 -2.75692314e-01\\n7.80085241e-03 7.53872395e-02 1.09145135e-01 3.93530756e-01\\n3.25709432e-01 6.66375384e-02 -1.34673268e-01 2.74409086e-01\\n1.91011846e-01 -4.79138009e-02 1.01544745e-01 6.11031294e-01\\n5.03775716e-01 -2.43258756e-02 -1.26253977e-01 1.90617010e-01\\n-2.13395208e-01 -2.97951698e-01 4.78870898e-01 7.68620595e-02\\n-1.54280111e-01 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important clients for a Data Scientist. This role is permanent position based in Basel Canton. Your Role: Design & implement Predictive Analytics & Data Science applications. Look for solutions for the analysis & visualization of data for different problems. Act as a business enabler & advise departments on technology, methodology & operationalization. Partake in the development of new ideas & areas of application. Your Skills: Several years of professional experience as a Data Analyst or Data Scientist. Experience in the application & communication of machine learning algorithms or deep learning (e.g. GLMs, Random Forests, Support Vector Machines, Neural Networks). Sound experience in dealing with complex data structures. Good knowledge of relevant tools (R or R Studio, SQL, Python) & common BI tools (SAS VA, SAS EG, DataRobot). Your Profile: Completed University Degree with quantitative orientation (mathematics, statistics, business informatics). Very good understanding of overall corporate relationships. Strong analytical & conceptual skills & highly team & customer-oriented. Open, creative & innovative with a high level of self-initiative. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers',\n", + " 'soft_skills': '[\"Communications\", \"Creativity\", \"Innovation\", \"Positivity\"]',\n", + " 'hard_skills': '[\"E-Learning Development\", \"Tooling\", \"Advising\", \"Analytics\", \"SAS (Software)\", \"Business Statistics\", \"Mathematical Statistics\", \"Visualization\", \"Python (Programming Language)\", \"Random Forest Algorithm\", \"Business Informatics\", \"Machine Learning Methods\", \"Data Science\", \"Operationalization\", \"Conceptualization\", \"Machine Learning Algorithms\", \"R (Programming Language)\", \"Deep Learning\", \"Receivables\", \"Data Structures\", \"Predictive Analytics\", \"Algorithms\", \"Support Vector Machine\", \"SQL (Programming Language)\", \"Acceptance and Commitment Therapy (ACT)\"]',\n", + " 'languages': \"['English', 'Afar']\"},\n", + " {'company_id': '87',\n", + " 'job_title': 'data scientist',\n", + " 'location': 'Geneva',\n", 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We help our clients leverage new technologies to reshape their business, invent new products or transform their organization. With a large growth every year and now over 150 employees, we're a fast growing and highly connected team. Beginning of 2016, we created together with Swisscom Entreprise the joint venture Swisscom Digital Technology SA. Operating under the Open Web Technology brand, it is our goal to become a leading provider of digital transformation consulting services for large companies in Switzerland in the Telecommunications, Banks, Insurances, Media, Healthcare and Consumer Goods industries. Learn more about us at https://www.openwt.com/ Open Web Technology has an opening for a Data Scientist that will join our Team in Geneva. You bring value out of data. You enthusiastically fetch information from various sources and analyze it for better understanding about how the business performs and build AI tools that automate certain processes within the company. You help discover the information hidden in vast amounts of data, and help making smarter decisions. The main focus will be in applying machine learning and data mining techniques, doing statistical analysis, and building high quality prediction systems integrated with our clients products or processes. What responsibilities we can offer you Select features and data to build and optimize classifiers using i) machine learning techniques ii) data mining methods Extend the project’s data with third party sources of information when needed Enhance data collection procedures to include information that is relevant for building analytic systems; Automate and integrate work-/data-flow from diverse systems. Process, cleanse, and verify the integrity of data used for analysis Apply state-of-the-art neural network/deep learning algorithms if suitable in a project context Contribute to the creation of an AI value proposition at Open Web Technology and to the acquisition of new clients thanks to a clear value proposition definition Requirements What you bring At least three years experience working as a Data Scientist in a similar environment Master degree (or ongoing Master/PhD) in one of Europe’s leading universities in one of the following fields: Statistics, Mathematics, Data Mining, Computer Science, Computational Linguistics or related Ability to learn fast, take initiative, lead oneself and work independently with minimal management direction. Able and willing to acquire new skills Above-average communication and analytical skills. Independent resolution of complex tasks Dynamic, dedicated and a demanding team player Solid understanding of the main machine learning methods (supervised and unsupervised learning), and optimization techniques. Experience with data visualisation tools, such as ggplot, tableau, etc... Proficiency in using SQL databases such as MySQL, Microsoft SQL, MariaDB, etc… Experience with NoSQL databases such as MongoDB, Cassandra, etc… Experience in text analytics and Natural Language Processing (text classification, NER, topics mining, sentiment analysis) Understanding of state-of-the-art deep learning techniques. Experience working with one or more frameworks such as TensorFlow, Torch, Caffe, Theano, Keras etc. Fluency in English; French and German a plus Benefits Why join Open Web Technology? From your first day, you will actively contribute to the digitalization of Switzerland by serving local and global companies. From digital strategy to complex software engineering, you will help our clients reshape their business, invent new products and transform their organization using the latest technologies. You will take part in every step of our clients' digital journey and work for industries including finance, healthcare, telecommunication, media and many others. More than the diverse projects you will be part of, becoming an Openwebber will make you feel valued, stimulated and encouraged in a passionate, focused and creative team. Can we spark your interest? We look forward to receiving your application!\",\n", + " 'soft_skills': '[\"Analytical Skills\", \"Decisiveness\", \"Management\", \"Supervision\", \"Communications\", \"Operations\", \"Integration\", \"Creativity\", \"Sourcing\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Automation\", \"MySQL\", \"Sentiment Analysis\", \"Tooling\", \"Tableau (Business Intelligence Software)\", \"NoSQL\", \"Apache Cassandra\", \"Hyper SQL Database (HSQLDB)\", \"Natural Language Processing\", \"Theano (Software)\", \"Computer Science\", \"Analytics\", \"Statistics\", \"Machine Learning\", \"Branding\", \"Process Automation Systems\", \"Industrialization\", \"Mathematical Statistics\", \"Value Propositions\", \"Activism\", \"Open Web\", \"Component Object Model (COM)\", \"Digital Transformation\", \"Systems Integration\", \"MariaDB\", \"Keras (Neural Network Library)\", \"Quality Management Systems\", \"Software Engineering\", \"Data-Flow Analysis\", \"Machine Learning Methods\", \"Computational Linguistics\", \"Digital Technology\", \"Library For WWW In Perl\", \"Finance\", \"Digitization\", \"Bank Insurance Model (BIM)\", \"TensorFlow\", \"Deep Learning\", \"Data Mining\", \"Java Data Mining\", \"Receivables\", \"Consumer Packaged Goods\", \"Recurrent Neural Network (RNN)\", \"Text Classification\", \"Algorithms\", \"Data Collection\", \"Microsoft SQL Servers\", \"New Product Development\", \"Telecommunications\", \"Unsupervised Learning\", \"Feature Selection\", \"Joint Ventures\", \"Text Processing\", \"Integrated Delivery Systems\"]',\n", + " 'languages': \"['English', 'Maori', 'Swati', 'Panjabi']\"},\n", + " {'company_id': '39',\n", + " 'job_title': 'junior software engineer (java/.net)',\n", + " 'location': 'Bern',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.58827543e-01 2.78695405e-01 4.78867859e-01 -1.40555575e-01\\n4.73880589e-01 -2.29799300e-01 1.18673015e-02 5.41712344e-01\\n-1.29821241e-01 -4.76364672e-01 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In this role Develop innovative web and mobile applications, using state-of-the-art tools and agile methodologies. Work closely with a multidisciplinary team of business analysts, architects and developers. Be involved in the complete project lifecycle, from requirements analysis to final delivery. What we offer A dynamic work environment with a young and highly motivated team. Ample opportunities to expand your knowledge and experience by working on a broad range of exciting projects, customers and technologies. Attractive prospects for career and personal development through training and coaching. A flat hierarchy and a culture of collaboration across all disciplines. The chance to make a difference in peoples’ life by building great software. About your profile You hold a MSc or BSc from a leading university or institute of technology. You already have some experience in developing Java or .Net applications from internships or course-related activities. You are passionate about technology and software engineering. You are familiar with the fundamentals of underlying technologies such as web-based user interfaces, relational and non-relational databases, application security, and communication protocols. You have a good command of English and either French or German (depending on working location). For Zurich and Bern you have very good language skills in German and English. For Lausanne and Geneva you have very good language skills in French and English. For Granada you have very good language skills in English.',\n", + " 'soft_skills': '[\"Collaboration\", \"Innovation\", \"Team Motivation\"]',\n", + " 'hard_skills': '[\"MSC Software\", \"Database Application\", \"Tooling\", \"Hostile Work Environment\", \"Relational Databases\", \"Requirements Analysis\", \"Agile Methodology\", \"Application Security\", \"Personality Development\", \"Communications Protocols\", \"Java (Programming Language)\", \"Mobile Application Software\", \"User Interface\", \"Software Engineering\", \"Finalization\"]',\n", + " 'languages': \"['English', 'Arabic']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'database engineer (m/f)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.70764947e-01 3.80482614e-01 4.18749332e-01 9.27205384e-02\\n5.02905071e-01 -1.98723689e-01 4.03951481e-03 2.72517890e-01\\n-7.10982308e-02 -2.41693258e-01 -6.16132170e-02 -4.16763760e-02\\n-6.36384077e-03 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communication and documentation skills - Customer Orientation, capability of working independently and flexibility - English and German are mandatory Benötigte Skills Englisch Oracle Linux',\n", + " 'soft_skills': '[\"Communications\"]',\n", + " 'hard_skills': '[\"Oracle Autonomous Database\", \"Oracle Linux\", \"Executable\", \"Database Administration\", \"Linux Administration\", \"Activism\", \"Linux\", \"Maintainability\", \"Machining\", \"Performance Analysis\", \"Oracle Databases\", \"Oracle Rac\", \"Recovery Manager (RMAN)\", \"Guarding\"]',\n", + " 'languages': \"['English', 'Malay', 'Tagalog', 'Scottish Gaelic']\"},\n", + " {'company_id': '38',\n", + " 'job_title': 'data scientist',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.03343868e-01 2.30763748e-01 5.38993478e-01 4.34119478e-02\\n5.34979820e-01 -3.87130156e-02 -4.73924242e-02 2.99967110e-01\\n5.45151979e-02 -4.72891748e-01 -3.38513441e-02 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Furthermore, do you want to work with world’s biggest Language Company in the world? Then please read on! We are looking for a Data Scientist to be based in our headquarters in Zurich, Switzerland. EF International Language Campuses is building a new data platform and is looking for new T-profiles, combining general and in-depth technology skills, to join the team to build the future of data processing at EF. The role Work with large complex data sets to solve difficult, non-routine analysis problems applying advanced analytical methods as needed Conduct end-to-end analysis including data gathering and requirements specification, processing, analysis, ongoing deliverables and presentations Make business recommendations with effective presentations of findings at multiple levels of stakeholders through use of visual displays of quantitative information Collaborate with business customers to understand needs, recommend strategy enhancements and deploy predictive analytics across multiple platforms Develop, consult on, deploy and analyse testing strategies to leverage learnings for future business endeavours Present technical issues to non-technical audiences You will work in a highly international company with development offices in Zurich, London, Shanghai, Boston and Bangalore Your profile You are curious and want to stay on top of new technologies You have an entrepreneurial drive and focus on progress and results You are a team-player and have an agile mind-set You are hands-on with an attention to details and quality Requirements Bachelor / Master / PhD degree in Math, Statistics, Physics, CS, or other quantitative disciplines Experience articulating business questions, using mathematical techniques to arrive at an answer using available data, and translating technical/analysis results into business recommendations Extensive experience with programming/analytical tools (Python, R, Julia, etc.) Experience cleaning and processing data (structured, unstructured) Experience with data visualization tools (Qlik, PowerBI, D3, etc.) Experience with data querying tools (SQL, DB2, Hive, Pig etc.) Excellent communication (written and verbal), presentation, and facilitation skills Ability to manage multiple goals and deadlines Fluency English About Us EF Education First is a global education company focusing on language, academic, cultural exchange, and educational travel programs. We are 52,000 staff, faculty and teachers, working in over 612 offices and schools across 52 countries, and having a global presence in 116 countries. While we continue to grow, we strive to stay small so as to ensure agility, smart thinking and a fun place to work. For the past 53 years, EF has grown to include a range of programs that give students of all ages the freedom and confidence to explore the world through language, travel and education. EF is committed to safeguarding and promoting the welfare of children and young adults and expects all staff and volunteers to share this commitment. References will be followed up and will ask specifically whether there is any reason that the applicant should not be engaged in situations where they have responsibility for, or substantial access to, persons under 18. Upon interview all gaps in CVs must be explained satisfactorily and proof of identity and, where applicable, qualifications will be required. Appropriate suitability checks and Garda Vetting will be conducted prior to confirmation of appointment.',\n", + " 'soft_skills': '[\"Collaboration\", \"Management\", \"Articulation\", \"Presentations\", \"Written Communication\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Julia (Programming Language)\", \"Tooling\", \"Agility\", \"Programming (Music)\", \"Analytics\", \"Scholastic READ 180\", \"Visualization\", \"Requirements Specifications\", \"Python (Programming Language)\", \"Levelling\", \"D3.js\", \"Test Strategy\", \"Process Analysis\", \"DB2 SQL\", \"Technical Translation\", \"Data Visualization\", \"Apache Hive\", \"Personalization\", \"Cultural Exchange\", \"R (Programming Language)\", \"Young Adult Literature\", \"Electronic Data Processing\", \"Statistical Physics\", \"Technical Analysis\", \"Data Structures\", \"Predictive Analytics\", \"Data Management Platforms\", \"Data Processing\"]',\n", + " 'languages': \"['English', 'Assamese', 'Amharic']\"},\n", + " 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What the company offers you: You will support scientists by building and deploying modeling and simulation user-friendly applications through digital tools An international environment Large and diverse infrastructure Competitive salary Contract till 31.07.2020 with a possibility of extension Your responsibilities: Using programming expertise to develop tailor-made software solutions based on various programming languages (e.g. JavaScript, C#, php, python etc.) Supporting and being responsible for defined system administration activities on an allocated/defined system or environment Supporting operational requirements of defined areas of the business e.g. troubleshooting and migration to new versions Writing all required documentation (e.g. user guides, etc.) Tracking, troubleshooting and resolving systems related issues Applying and writing appropriate testing procedures and scripts Your profile: Being proficient in one or more programming language / environment, including HTML, CSS, JavaScript, .NET (C#), SQL, Python, vba macros (MS Office) Being familiar with Frameworks/applications: Svelte, React, Git (gitbucket), VS code Strong interpersonal communication skills and ability to manage in a dynamic, ever-changing working environment Fluent English (oral and written) Welcome to nemensis! We look forward to getting to know you!',\n", + " 'soft_skills': '[\"Writing\", \"Infrastructure\", \"Friendliness\", \"Interpersonal Communications\", \"Management\", \"Operations\", \"Troubleshooting (Problem Solving)\"]',\n", + " 'hard_skills': '[\"Tooling\", \"KM Programming Language\", \"Programming (Music)\", \"Cascading Style Sheets (CSS)\", \"Integrated Language Environments\", \"Activism\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Tracking (Commercial Airline Flight)\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"PHP (Scripting Language)\", \"Web Application Frameworks\", \"React.js\", \"Data Science\", \"Project-Based Solutions\", \"C# (Programming Language)\", \"Digitization\", \"JavaScript (Programming Language)\", \"User Guide\", \"Simulations\", \"Pharmaceuticals\", \"Macros\", \"Svelte (Software)\", \"System Administration\", \"Scripting\", \"Git Flow\", \"SQL (Programming Language)\", \"E-Business\"]',\n", + " 'languages': \"['English', 'Kikuyu', 'Esperanto']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'data management software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.70292574e-01 2.81326264e-01 5.57755888e-01 -1.05053246e-01\\n4.39890504e-01 -1.87018290e-01 -2.12570298e-02 1.82688296e-01\\n-1.11956023e-01 -2.71211058e-01 -6.09315820e-02 -2.72902936e-01\\n-1.56906664e-01 4.73471079e-03 2.16479912e-01 5.41969240e-01\\n2.12923542e-01 6.95028827e-02 -2.96415985e-01 3.37609589e-01\\n1.24483429e-01 -7.90992752e-02 1.05031012e-02 6.93491995e-01\\n4.42851573e-01 -5.01158126e-02 -9.53608975e-02 -1.98568478e-02\\n-3.66580039e-01 -2.78387070e-01 4.37171996e-01 3.30377854e-02\\n-1.42621577e-01 -2.60440350e-01 9.61181894e-02 3.09303794e-02\\n-1.77142277e-01 -7.05773458e-02 3.99670117e-02 1.64713264e-01\\n-4.21976060e-01 -2.00841635e-01 2.26881467e-02 1.26410648e-02\\n-2.82974273e-01 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the enterprise in becoming even more data driven Contributing to overall data management capability development, spanning various topics like data modeling, metadata management, data standardization and master & reference data management Being part of the development team supporting the Risk Modelling Platform generic components underpinning a range of business critical capital modelling applications Supporting incident resolution; working with the BUs to mitigate associated impacts Ihr Profil University level education, e.g. Computer Science, Computer Engineering, or Engineering Discipline 10+ years of experience in enterprise-grade software development 10+ years of experience with C# .NET framework development High degree of customer focus & end-to-end solution delivery attitude Proficiency in C# and object-oriented programming concepts, enjoys writing clear, maintainable code, tests and documentation Familiarity with enterprise application architecture patterns (concurrency models, unit-of-work etc.), transactional processing, domain driven design, REST APIs and service oriented architecture including solid skills in managing complexity with decoupling and dependency injection Knows how to approach a problem statement, steer the requirements engineering and drive the technical solution design Experience in the data management domain (metadata, master & reference, data quality, etc.) are a plus Has excellent communication skills, both written and oral, able to interact with different management levels Fluent in written & spoken English, German is a plus Ihre Chance Did you get your attention and you are looking for a new challenge? Then send your complete application documents to jobs@oneagency.ch Ort: Zürich Spezialisierung: C# / C++ / C .NET Entwicklung Sprachen: Deutsch Englisch Job ID: 7357',\n", + " 'soft_skills': '[\"Writing\", \"Management\", \"Integration\"]',\n", + " 'hard_skills': '[\"Code Testing\", \"Reference Data\", \"Mitigation\", \"Tooling\", \"Capitalization\", \"Interactivity\", \"Computer Science\", \"Metadata\", \"Data Management\", \"Data Modeling\", \"Service-Oriented Architecture\", \"Build Time\", \"World Wide Web\", \".NET Framework\", \"Service Level Management\", \"E (Programming Language)\", \"Levelling\", \"Applications Architecture\", \"Concurrency Pattern\", \"Programming Concepts\", \"C (Programming Language)\", \"Domain Driven Design\", \"Application Portfolio Management\", \"C# (Programming Language)\", \"Dependency Injection\", \"Solution Delivery\", \"Requirements Engineering\", \"Clinical Data Management\", \"Capability Development\", \"Computer Engineering\", \"Technical Solution Design\", \"Transaction Processing (Business)\", \"Software Development\", \"Solution Design\", \"Metadata Modeling\", \"Maintaining Code\", \"RESTful API\"]',\n", + " 'languages': \"['English', 'Mongolian', 'Armenian', 'South Ndebele', 'Maltes']\"},\n", + " {'company_id': '117',\n", + " 'job_title': 'data scientist',\n", + " 'location': 'Lausanne',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.98490053e-01 1.68447852e-01 5.34035742e-01 1.06047787e-01\\n5.86748719e-01 -1.64473459e-01 -1.20681524e-02 3.75144809e-01\\n3.11087854e-02 -4.82621431e-01 1.08029217e-01 -2.64965594e-01\\n-4.24936302e-02 1.79403901e-01 4.39701453e-02 4.36141640e-01\\n1.80472717e-01 8.43676999e-02 -1.63410068e-01 3.29295218e-01\\n1.13052651e-01 -1.84331536e-01 1.54782996e-01 8.92038584e-01\\n4.35893834e-01 2.22152937e-02 -1.08888783e-01 -5.51389158e-03\\n-1.97020054e-01 -1.57019198e-01 5.22132397e-01 2.31429040e-02\\n-2.02051908e-01 -4.68408644e-01 1.68216944e-01 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wealth. As a product obsessed team, we believe that advanced technology combined with an intuitive user experience will empower people to invest with more freedom, confidence, and belief. In 2018, we successfully raised funds from over 23,800 global participants who share our vision of a wealth management industry with more community-centric values. We are now working towards the next phase of disruption. In Q4 of 2019, individuals across the globe will have the opportunity to purchase digital assets such as Bitcoin at the best prices, and become members of our ecosystem to unlock first of its kind investment features. Your Mission: Data sits at the heart of what we do, and you’ll play a crucial role in helping our teams to build personalized customer experiences, track metrics, optimize processes, enhance our products, and everything in-between. As a data scientist, you will be one of the first members of our growing world-class data team with an impact across all business lines. We’ll give you the tools and autonomy to build the data structures & solutions that will fundamentally underpin all operations at SwissBorg. If you’re looking to explore uncharted territory in the digital assets space with a team that thinks long term, has an agile mindset, and wants to challenge the old-school money managers let’s chat! What You’ll Be Doing Develop statistical analysis, and models and apply them to solve real problems Build and deploy algorithms for anomaly detection, forecasting and churn prediction based on users behavior Work with our product & marketing teams to guide product & marketing decisions through data-based recommendations Define and report on metrics and KPIs Automate analysis and data pipelines while ensuring our data infrastructure is set up for scale What You Might Look Like Masters or PhD degree in math, statistics, physics, computer science, or related fields Expertise in a variety of data manipulation tools and programming languages (Python, SQL) Strong experience and theoretical knowledge in machine learning, prediction algorithms for classification and study of time series Track record in product analytics and experience to make decisions autonomously Outstanding communications and collaboration skills working cross-functionally Past experience building and working with AWS as well as building and maintaining databases Knowledge of Keras, Tensorflow library, SageMaker, and SDK a plus Benefits Being part of the lifetime opportunity to launch a product at scale Get in on the ground floor as a pioneer in the fast paced fintech/blockchain space Salary and competitive bonus based on our meritocratic system Continuous opportunities to learn, grow fast, and create alongside an experienced team of financial experts, engineers, scientists, designers, and marketing gurus Excellent benefits (health, etc…) Standard 5 weeks vacation Centrally located office in a beautiful historic building.',\n", + " 'soft_skills': '[\"Decisiveness\", \"Collaboration\", \"Management\", \"Communications\", \"Operations\"]',\n", + " 'hard_skills': '[\"AWS SageMaker\", \"Automation\", \"Tooling\", \"Agility\", \"KM Programming Language\", \"Health Care Benefits\", \"Blockchain\", \"Computer Science\", \"Analytics\", \"Prediction\", \"Industrialization\", \"Wealth Management\", \"Scale (Map)\", \"Data Manipulation\", \"Python (Programming Language)\", \"Bitcoin\", \"Track (Rail Transport)\", \"Maintainability\", \"Data Pipeline\", \"Library\", \"Money Management\", \"Keras (Neural Network Library)\", \"Investments\", \"Process Optimization\", \"Machine Learning Methods\", \"Purchasing\", \"Physical Computing\", \"Time Series\", \"Personalization\", \"Digital Assets\", \"TensorFlow\", \"Statistical Physics\", \"Phase (Waves)\", \"Flooring\", \"Unlocker\", \"Data Infrastructure\", \"Data Structures\", \"Data Class\", \"Forecasting\", \"Algorithms\", \"Customer Experience\", \"Additives\", \"User Experience\", \"Anomaly Detection\", \"Long-Term Potentiation\", \"Advanced Imaging Technology\"]',\n", + " 'languages': \"['English', 'Telugu', 'Norwegian', 'Valencian']\"},\n", + " {'company_id': '74',\n", + " 'job_title': 'junior software engineer',\n", + " 'location': 'Münchenstein',\n", + " 'industry': 'Enterprise Software & Network Solutions',\n", + " 'website': 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You’ll develop on the heart of the Magnolia core in a group of awesome colleagues and help shape the future of it. Working closely together with all other developers as well as product management, user experience, and support is key. If you're ready to strive to create value in newer ways and to really think outside of the box you're the perfect match for us. Your Responsibilities Develop new features for Magnolia and assure they comply with our quality standards Maintain the core content management functionality: from the user interface to rendered content including the template system, resources, and integration with front-end technologies. Facilitate collaboration with other engineers, product owner, and designers to solve interesting and challenging problems Deal with and improve dependency management, source control, issue tracking tools, and testing frameworks we use Spread and develop YOUR ideas What you ideally offer Bachelor degree in Computer Science or equivalent Smart, knowledgeable, curious and enthusiastic Experience with newest Java technologies User interface development experience using languages such as CSS, HTML/HTML5, JavaScript or JSON Angular/React Js Excitement about working within an agile team Must be independent, responsible, self-motivated, with the ability to learn and achieve superior results Experience with Vaadin/GWT is a bonus Fluent in English Does this description sound attractive to you? Then hit the button below and apply now!\",\n", + " 'soft_skills': '[\"Collaboration\", \"Complex Problem Solving\", \"Integration\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Agility\", \"Cascading Style Sheets (CSS)\", \"Product Management\", \"Rendering\", \"Computer Science\", \"Automated Testing Framework\", \"Resource Management Systems\", \"Content Management\", \"Vaadin\", \"Creating Shareholder Value\", \"Maintainability\", \"HTML5\", \"Source (Game Engine)\", \"HyperText Markup Language (HTML)\", \"Issue Tracking Systems\", \"React.js\", \"Product Engineering\", \"JavaScript (Programming Language)\", \"Web Template Systems\", \"Angular (Web Framework)\", \"Front End (Software Engineering)\", \"User Experience\", \"Java (Programming Language)\", \"JSON\", \"Dependency Management\", \"User Interface\"]',\n", + " 'languages': \"['English', 'Bislama']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'software engineer (data science) m/w',\n", + " 'location': 'Zürich',\n", + 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These challenges need to be thoroughly analyzed together with experts from the related field, solutions proposed and implemented. We are looking for a person, who is able to take initiative and work independently on research topics while considering and incorporating the ideas and proposals from the rest of our international team. Your profile: Strong mathematical skills (statistics, numerical analysis, optimization) Data science Good programming skills C++, Python Self-starter Analytical thinking and problem solving Computer vision & geometry processing Benötigte Skills Mathematik C++ Python Python Englisch',\n", + " 'soft_skills': '[\"Self Starter\", \"Research\", \"Problem Solving\"]',\n", + " 'hard_skills': '[\"C++ (Programming Language)\", \"Python Server Pages\", \"Data Science\", \"Numerical Analysis\", \"Programming (Music)\", \"Computer Vision\", \"Python (Programming Language)\", \"Personalization\", \"Statistics\", \"Geometry\", \"Analytical Thinking\"]',\n", + " 'languages': \"['English', 'German', 'Tsonga', 'Tsonga']\"},\n", + " {'company_id': '92',\n", + " 'job_title': 'beamline scientist',\n", + " 'location': 'Villigen',\n", + " 'industry': 'Research & Development',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.45809698e-01 2.40760267e-01 3.86761814e-01 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7.43618328e-03\\n6.20297529e-02 5.94205499e-01 1.50216296e-02 4.52903770e-02\\n6.08782291e-01 -1.96345031e-01 -1.72456682e-01 -4.11166191e-01\\n-1.57634676e-01 -2.51504600e-01 -1.23404920e-01 6.95163012e-03\\n1.29820973e-01 -1.68730915e-01 -2.03990757e-01 -4.34988976e-01\\n2.73905694e-02 -2.02042356e-01 7.43188858e-02 -1.08718477e-01]]',\n", + " 'job_description': 'The Paul Scherrer Institute PSI is the largest research institute for natural and engineering sciences within Switzerland. We perform cutting-edge research in the fields of matter and materials, energy and environment and human health. By performing fundamental and applied research, we work on sustainable solutions for major challenges facing society, science and economy. PSI is committed to the training of future generations. Therefore, about one quarter of our staff are post-docs, post-graduates or apprentices. Altogether, PSI employs 2100 people. The Swiss Light Source (SLS) is one of the most advanced radiation sources worldwide. The SLS Macromolecular Crystallography team operates two high performance undulator beamlines as well as a state-of-the-art superbending magnet beamline for Macromolecular Crystallography. The focus is on methods development in Macromolecular Crystallography including advanced beamline instrumentations, novel data collection methods for experimental phasing, in situ serial crystallography, and time-resolved crystallography. The team is also involved in the development and user operation of serial femtosecond crystallography (SFX) instruments at the Swiss X-Ray free-electron laser facility Swiss X-Ray free-electron laser facility (SwissFEL) Alvra and Bernina end stations, and in the design of the new SFX Cristallina end station. We are looking for a Beamline Scientist Serial Femtosecond Crystallography Your tasks You will lead the development and user operation of the SFX instruments at the SwissFEL. In addition, you will contribute to time-resolved serial crystallography development at the macromolecular crystallography beamlines of the SLS and SLS 2.0 Your main tasks are: Lead the design, implementation and commissioning of the SFX instrument in the Cristallina-MX end station at the SwissFEL Further develop and commission the current SFX instruments at the Alvra and Bernina end stations of the SwissFEL Develop new concepts and implement advanced methods focused on experimental control and online data analysis Support academic and industrial users Publish in peer-reviewed scientific journals and present your results at international conferences Supervise assigned personnel, and mentor PhD students and postdoctoral fellows Your profile You hold a PhD degree in biology, chemistry or physics and have substantial experience in macromolecular crystallography and beamline instrumentation at storage rings or XFELs Experience in experimental control and data analysis, especially in high throughput applications You are a good team player with fine communication skills, sense of responsibility, and very good command in spoken and written English; knowledge of German is an advantage We offer Our institution is based on an interdisciplinary, innovative and dynamic collaboration. You will profit from a systematic training on the job, in addition to personal development possibilities and our pronounced vocational training culture. If you wish to optimally combine work and family life or other personal interests, we are able to support you with our modern employment conditions and the on-site infrastructure. This is a Tenure Track position. The employment contract will initially be limited to 3 years. For further information please contact Dr Meitian Wang, phone +41 56 310 41 75 or Dr Bill Pedrini, phone +41 56 310 33 71. Please submit your application online by 30 November 2019 (including list of publications and addresses of referees) for the position as a Beamline Scientist (index no. 6121-00). Paul Scherrer Institut, Human Resources Management, Elke Baumann, 5232 Villigen PSI, Switzerland',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Research\", \"Positivity\", \"Collaboration\", \"Infrastructure\", \"Supervision\", \"Written English\", \"Operations\", \"Presentations\", \"Innovation\", \"Sourcing\"]',\n", + " 'hard_skills': '[\"Economy\", \"Resource Management\", \"Sustainability\", \"Indexer\", \"Employment Contracts\", \"Institutional Research\", \"Commissioning\", \"High Performance Computing\", \"Vienna Development Methods\", \"Laser\", \"Journals\", \"X-Rays\", \"Industrialization\", \"Survey Data Collection\", \"Naturalization\", \"Track (Rail Transport)\", \"Instrumentation\", \"Source (Game Engine)\", \"Limiter\", \"Experimentation\", \"DR-DOS\", \"Academic Support Services\", \"Crystallography\", \"Human Resource Management\", \"Storages\", \"Electronics\", \"Biology\", \"High Throughput Screening\", \"Personalization\", \"Survey Data Analysis\", \"Applied Research\", \"Physics\", \"Humanism\", \"Serializer\", \"Chemistry\", \"Peer Review\", \"Additives\", \"Personality Development\", \"S/SL Programming Language\", \"Data Analysis\", \"Controllability\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '102',\n", + " 'job_title': 'data engineer (m/f)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Staffing & Outsourcing',\n", + " 'website': 'www.robertwalters.com',\n", + " 'jobdescription_embedded': '[[-3.69240314e-01 8.25279877e-02 4.91174340e-01 -8.14468637e-02\\n4.39075351e-01 -2.59894431e-01 1.08117752e-01 4.42793339e-01\\n-1.29006039e-02 -2.21820161e-01 -1.11764878e-01 -3.46410513e-01\\n3.82579044e-02 1.88376933e-01 1.42550454e-01 3.87582600e-01\\n3.24492037e-01 8.68002847e-02 -2.41615415e-01 3.03820312e-01\\n7.33862519e-02 -1.92458019e-01 1.04501899e-02 5.67554653e-01\\n5.09980440e-01 3.85048613e-02 -5.28866909e-02 4.88218740e-02\\n-2.86617905e-01 -2.13553339e-01 4.07707930e-01 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firm creating their new data platform. Data Engineer (m/f) Zurich Key Responsibilities: Drive and develop a new Data platform, and the future of Data processing for the firm Ensure delivery is meeting the highest quality and standards With a strong track record in Data engineering / Science you have: Profile: Experience designing and implementing Data technologies Strong in Java, Python and SQL programming languages Skilled in Docker and Kubernetes, AWS, Shell scripting Strong team player and leader with excellent interpersonal skills Fluency in English required, other languages are a plus Apply for the Data Engineer (m/f) position if you believe this is your next challenge. A very rewarding Data Engineer (m/f) in-house role has become available at a leading firm creating their new data platform.',\n", + " 'soft_skills': '[\"Positivity\"]',\n", + " 'hard_skills': '[\"Docker (Software)\", \"Kubernetes\", \"Experience Design\", \"KM Programming Language\", \"Python (Programming Language)\", \"Shell Script\", \"M (Programming Language)\", \"Track (Rail Transport)\", \"Data Storage Technologies\", \"Java (Programming Language)\", \"Electronic Data Processing\", \"SQL (Programming Language)\", \"Data Engineering\"]',\n", + " 'languages': \"['English', 'Maori', 'Nuosu']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'performance and capacity software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.30073804e-01 1.82333335e-01 3.54817897e-01 -5.20979427e-02\\n5.10860205e-01 -1.22414924e-01 2.82488745e-02 2.72785813e-01\\n-1.15607768e-01 -3.26799512e-01 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Your responsibilities Regular execution of performance tests Automation of performance testing environments Analysis and presentation of test results, suggestions for improvements Bottleneck analysis, database queries optimization, etc. Full cooperation with the development team to improve the overall product performance Dimensioning and capacity planning for the solution Your profile Master university degree in computer science or equivalent work experience At least 3 years of experience with performance testing Excellent analytic thinking and preciseness Advanced Java knowledge with code profiling, JVM monitoring and tuning Working experience with MySQL/Percona/MariaDB and good knowledge of their internals (e.g., InnoDB engine, Galera replication, etc.) Working knowledge of Linux OS and its monitoring tools Experience with infrastructure deployment automation (e.g. monitoring and deployment using Puppet/Chef/Ansible and Graphite) Knowledge of statistics Fluent in English Your chance Are you interested? Then apply now! Ort: Zürich Spezialisierung: JAVA Entwicklung SQL Sprachen: Deutsch Englisch Job ID: 1297',\n", + " 'soft_skills': '[\"Presentations\", \"Communications\", \"Infrastructure\", \"Cooperation\"]',\n", + " 'hard_skills': '[\"Galera\", \"MySQL\", \"Automation\", \"Tooling\", \"Puppet (Configuration Management Tool)\", \"Capacity Planning\", \"Computer Science\", \"Statistics\", \"Database Queries\", \"Linux\", \"E (Programming Language)\", \"Test Automation\", \"MariaDB\", \"Executable\", \"Chef (Configuration Management Tool)\", \"Analytical Thinking\", \"InnoDB\", \"Performance Testing\", \"Java Virtual Machine (JVM)\", \"Ansible\", \"Secure Network Communications\", \"Dimensioning\", \"Graphite (Software)\", \"Java (Programming Language)\", \"Bottleneck Analysis\", \"SQL (Programming Language)\", \"Profiling (Computer Programming)\", \"Query Optimization\"]',\n", + " 'languages': \"['English', 'Central Khmer', 'Latin']\"},\n", + " {'company_id': '125',\n", + " 'job_title': 'big data/spark engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.08247542e-01 2.31795996e-01 5.07690728e-01 2.15499327e-01\\n6.39641523e-01 -1.80837587e-01 -2.42910534e-01 2.05270618e-01\\n6.81032613e-02 -4.56488371e-01 -5.55087626e-02 -2.32204020e-01\\n-1.20247580e-01 6.25318512e-02 -6.54416382e-02 3.83164227e-01\\n3.54464412e-01 1.28045883e-02 -6.50804639e-02 3.72120678e-01\\n3.64708528e-02 -6.95785508e-02 5.09506613e-02 8.33609819e-01\\n2.60781795e-01 -5.56108989e-02 -2.40294524e-02 1.22337840e-01\\n-2.59663582e-01 -1.85927868e-01 3.39075804e-01 1.20859765e-01\\n-2.21114069e-01 -4.45232630e-01 6.20348006e-02 1.99150205e-01\\n-2.44912326e-01 2.15405375e-02 -7.17084408e-02 1.55942947e-01\\n-4.20176148e-01 -1.84351593e-01 -1.27598912e-01 3.70255001e-02\\n-3.22722137e-01 -3.58836293e-01 -2.12725252e-02 -1.29031867e-01\\n7.81545714e-02 2.39076838e-02 -4.76100028e-01 2.71858841e-01\\n-2.19930261e-01 -2.26962656e-01 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You will use Spark (pyspark) and a full set of other Big Data tools to understand the data and drive the development of ETL pipelines in the financial sector in Zurich. Our perfect candidate has already a background in working with financial data and data modelling or is willing to pick up financial domain knowledge. He/she is capable of translating complex technical and business requirements into readable, maintainable and efficient Spark pipelines that fit in the bigger picture of complete data platform. RequirementsWhat You’ll Do Design, build, maintain, and troubleshoot data pipelines that are relied on for both production and analytics applications using modern tools like Spark/Cloudera. Use your skills in Big Data and basic Data Science to harness the heterogenous financial data and enable other teams to use it Use software best practices in continuous integration and delivery, supervise code and data evolution (code reviews, versioning) Drive optimization, testing and tooling to improve data quality. Closely collaborate with other software engineers, data scientists and business owners, learning from them but also driving the discussions to analyze the nature of current problems in order to propose, implement and test proper solutions Work in multi-functional agile teams to continuously experiment, iterate and deliver on new product objectives. Who You Are You know how to work with high volume heterogeneous data, preferably with distributed systems such as Hadoop You know how to write distributed services in Python/jvm based languages You are happy to work with more junior developers - code reviewing, mentoring You are happy to work with business stakeholders - requirement gathering, prioritization You are knowledgeable about data modeling, data access, and data storage techniques. You appreciate agile software processes, data-driven development, reliability, and responsible experimentation You understand the value of teamwork. BenefitsWhat We Offer Competitive salary Sharing our profit - we offer equity Yearly bonus depending on performance of the company Work with state-of-the-art technology on projects with impact Challenging work close to a customer inside an experienced 10x engineering team Tailor-made mentorship program Dedicated budget for training 10% of the time for self-development Who We AreUnit8 is a Swiss-based startup focused on solving problems of big industries like chemical, pharma, automotive and finance. Our team comprised of world-class experts in ML and Software Engineering who previously worked for Sillicon Valley companies like Google, Amazon, Palantir or Microsoft. We work with some of the biggest companies in the world to solve the problems that directly affect their business. Apart from that, Unit8 dedicates a part of resources and time on things that deeply matter to us - that includes collaboration on pro-bono and engineering for good cases.',\n", + " 'soft_skills': '[\"Complex Problem Solving\", \"Writing\", \"Teamwork\", \"Collaboration\", \"Mentorship\", \"Supervision\", \"Reliability\", \"Prioritization\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Data Quality\", \"Tooling\", \"Test-Driven Development (TDD)\", \"Agility\", \"Stakeholder Requirements\", \"Data Modeling\", \"Analytic Applications\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Industrialization\", \"Pyspark\", \"Naturalization\", \"Python (Programming Language)\", \"Maintainability\", \"Data Pipeline\", \"Translations\", \"Experimentation\", \"Iterators\", \"Pipelining\", \"Software Engineering\", \"Extract Transform Load (ETL)\", \"Building Design\", \"NetApp Data Storage\", \"Data Science\", \"Budgeting\", \"Business Requirements\", \"Financial Data\", \"Finance\", \"Logical Data Models\", \"Readability\", \"Close Work Orders\", \"Big Data\", \"Code Review\", \"Equities\", \"Java Virtual Machine (JVM)\", \"Data Management Platforms\", \"Resourcing\", \"Agile Model Driven Development\", \"New Product Development\", \"Process Driven Development\", \"Agile Unified Process\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '68',\n", + " 'job_title': 'data analyst',\n", + " 'location': 'Chiasso',\n", + " 'industry': 'Film Production & Distribution',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.38149607e-01 2.12852880e-01 5.54565072e-01 7.74446726e-02\\n5.90422690e-01 -5.07920608e-02 -1.11888032e-02 1.51384220e-01\\n-8.76617357e-02 -3.32557529e-01 -6.27142489e-02 -1.80280969e-01\\n6.76233880e-03 1.01418659e-01 4.53740098e-02 4.77790743e-01\\n2.11669892e-01 -8.31534807e-03 -1.46940216e-01 3.01756352e-01\\n2.34398499e-01 1.00015663e-02 2.94445455e-03 6.40289307e-01\\n4.87266839e-01 -4.11698371e-02 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'job_description': 'Job Descriptionlm group is looking for a Data Analyst for its Data & Analytics department team based in Chiasso. The candidate will act within Data & Analytics department perimeters supporting, inspiring and delivering data integrations, data models, analysis, reports and dashboards to help the business look data in a comprehensive way, take proper decisions and steer directions of the units. Key Responsibilities Understand stakeholders business areas and take ownership of their data need, collect/support business requirement definition - be able to influence and partner with them leveraging on an in-depth cross-functional data knowledgePerforming analysis with the aim of providing insights and summaries to direct manager, the rest of the team and other functionsData model creation, design of ETL activities and use of data exploration and reporting tools to create report, analysis and testsWriting documents for mapping of data flows according to business rules Skills and Experience Essential 1-2 years of experience in a similar role in a fast-paced environmentKnowledge of statistical analysis techniquesDemonstrable ability to work creatively and analytically with a strong attitude for problem solvingStrong knowledge in SQL like languagesFluent in English both written and verbalGood interpersonal, communication and presentation skillsGood knowledge of Google Work Suite Desirable Bachelor or master degree in Statistics, Mathematics,, Engineering or Physics or PhysicsExpertise with BI tools (e.g:. Tibco Spotfire, QlikView, Business Objects, Tableau, Power BI, Cognos Analytics, SAS Visual Analytics)Expertise with workflow management tools (e.g.: Talend, Data Stage, Informatica, Rundeck)Expertise with analytical databases (e.g.: Vertica) and NoSQL DBsGood knowledge in analytics and web analytics techniques, enabling to support the business, guiding company growth efforts and key business outcomesKnowledge and application of a programming language (e.g: Python, R, JAVA)Previous experience in the travel industry Abilities/qualities Analytical and data driven mindset: improve the business providing insights coming from dataPassionate about digital world, ambitious and motivated with a can-do attitudeOpen minded and proactiveness in problem solvingStrong communication skills with willingness to challenge existing processes and applicationsStrong team player and excellent communicator Qualifications null Additional Information null',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Decisiveness\", \"Proactivity\", \"Interpersonal Communications\", \"Management\", \"Communications\", \"Presentations\", \"Creativity\"]',\n", + " 'hard_skills': '[\"Tableau (Business Intelligence Software)\", \"Vertica\", \"NoSQL\", \"Data Explorers\", \"KM Programming Language\", \"Collections\", \"Analytics\", \"SAS (Software)\", \"TIBCO Designer\", \"Staging\", \"Industrialization\", \"Statistical Coupling Analysis\", \"Mathematical Statistics\", \"Activism\", \"Python (Programming Language)\", \"Talend\", \"E (Programming Language)\", \"Visual Analytics\", \"Extract Transform Load (ETL)\", \"Rundeck\", \"Dashboard\", \"Power BI\", \"Business Objects Framework\", \"QlikView (Data Analytics Software)\", \"Business Requirements\", \"Cross-Functional Coordination\", \"Spotfire (Data Analytics Software)\", \"Logical Data Models\", \"Digitization\", \"R (Programming Language)\", \"Physics\", \"Perimeter\", \"E-Tools\", \"Web Analytics\", \"Workflow Management\", \"Mapping\", \"Additives\", \"Java (Programming Language)\", \"Informatica\", \"SQL (Programming Language)\", \"Acceptance and Commitment Therapy (ACT)\", \"Reporting Tools\"]',\n", + " 'languages': \"['English', 'South Ndebele', 'Venda', 'Central Khmer']\"},\n", + " {'company_id': '55',\n", + " 'job_title': 'software engineer – infrastructure',\n", + " 'location': 'Lugano',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.00879031e-01 2.93186873e-01 3.91317397e-01 -1.03268325e-01\\n4.78794605e-01 -1.63716614e-01 -1.24025993e-01 2.78238416e-01\\n-6.44701272e-02 -3.18700671e-01 -7.58499131e-02 -1.74116194e-01\\n-1.89848706e-01 1.01615131e-01 1.67488351e-01 3.75592083e-01\\n7.28601813e-02 1.78860985e-02 -1.73786789e-01 4.24716145e-01\\n2.16276094e-01 2.71240622e-02 -1.07081458e-01 6.44125879e-01\\n3.15437347e-01 5.05755246e-02 -5.42306490e-02 -5.84535860e-02\\n-3.49566609e-01 -1.99953839e-01 2.56783605e-01 6.70977086e-02\\n1.96225531e-02 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Integrate existing open-source tools in order to facilitate ML research Interface our proprietary platform with large data sets and customer platforms Contribute to the our proprietary code base Minimum Qualifications Masters in computer science 2 years in the industry, experience with IT systems Experience with parallel computing architectures “DevOps” Command of C/C++ and Python Knowledge of Unix environment, GNU/Linux Engineering mindset Large data management skills Fluent in written and spoken English Plusses Theoretical knowledge of machine learning methods (deep learning, reinforcement learning, evolutionary computation) Experience of machine learning frameworks (TensorFlow, PyTorch) Experience with containers and orchestration (Docker, Kubernetes, OpenStack) Experience with cluster environments (e.g. SGE, Condor) Experience with GPU programming (Cuda, OpenCL, Metal) Contact E-mail: jobs@nnaisense.com start subject with: [infrastructure engineer] submit both your cover letter and resume in English, PDF format',\n", + " 'soft_skills': '[\"Research\", \"Infrastructure\", \"Integration\"]',\n", + " 'hard_skills': '[\"Kubernetes\", \"Tooling\", \"Graphics Processing Unit (GPU)\", \"Programming (Music)\", \"Computer Science\", \"Data Management\", \"Machine Learning\", \"Nvidia CUDA\", \"OpenStack\", \"Industrialization\", \"Component Object Model (COM)\", \"Association Rule Learning\", \"E (Programming Language)\", \"OpenCL\", \"Minimum Data Set\", \"Machine Learning Methods\", \"Open Source Technology\", \"IText (Free PDF Software)\", \"Docker (Software)\", \"Condor\", \"C (Programming Language)\", \"Metallization\", \"TensorFlow\", \"Deep Learning\", \"Parallel Computing\", \"Clinical Data Management\", \"SliTaz GNU/Linux\", \"PyTorch (Machine Learning Library)\", \"Unix\", \"Documentation Based Coding\"]',\n", + " 'languages': \"['English', 'Maldivian', 'Cree', 'Uzbek']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'software engineer – full stack java 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Ihr Aufgabenbereich Understand and prioritize product requirements and end-user needs and drivers Elicit and analyze all requirements, including business rules Design, develop and support application solutions to meet client requirements Ihr Profil A degree in Computer Science (IT apprenticeship graduates, higher education in IT, bachelor) Demonstrated work experience and knowledge of Web Development using Java, JavaScript, Python Experience in one or more of the following (AngularJS, NodeJS, Django / Flask, Bootstrap, Knockout, AureliaJS or similar. Build Chain: SVN Git, Ant, Maven) Knowledge of databases (SQL) Experience on agile development methodologies Excited to explore new technologies and able to quickly learn An ability to pro-actively take ownership of and analytical problem solving skills Good knowledge of the German & English languages (written & spoken) Swiss nationality or valid Swiss work permit / EU passport Ihre Chance Apply now: jobs@oneagency.ch! Ort: Zürich Spezialisierung: JAVA Entwicklung JavaScript Web SQL Sprachen: Deutsch Englisch Job ID: 2064',\n", + " 'soft_skills': '[\"Prioritization\", \"Consulting\", \"Operations\", \"Problem Solving\"]',\n", + " 'hard_skills': '[\"Knockout.js\", \"Hyper SQL Database (HSQLDB)\", \"Product Requirements\", \"Computer Science\", \"Analytics\", \"Web SQL Databases\", \"Higher Education\", \"Technology Integration\", \"Activism\", \"Python (Programming Language)\", \"Web Development\", \"Flask (Web Framework)\", \"Business Card Design\", \"Django (Web Framework)\", \"Apache Ant\", \"Bootstrap (Front-End Framework)\", \"Apache Maven\", \"JavaScript (Programming Language)\", \"Software Development Methodologies\", \"Git Flow\", \"Java (Programming Language)\", \"Agile Product Development\"]',\n", + " 'languages': \"['English', 'Chuang', 'Chewa']\"},\n", + " {'company_id': '84',\n", + " 'job_title': '.net consultant / software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT 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He primarily serves banks, insurers, investment firms and e-commerce companies. Both global and local players belong to his clients. Our Client offers products and services in quantitative finance, predictive analytics, machine learning, software engineering and business consulting. Your responsibilities In this role, you will primarily be working with his clients but also with his internal development team and contribute to the design and implementation of the next generation of financial industry applications. You will work in a challenging and varying environment with both national as well as international clients. Your profile Master or Bachelor in computer science or electrical engineering Multiple years of experience in C#/.Net development including Asp.Net and Entity Framework Solid knowledge in JavaScript including state of the art frameworks like AngularJS Experience in SQL, C/C++, Python and Java is a plus Broad knowledge of software development processes, principles and practices (like Scrum, Kanban, extreme programming, SOLID, TDD, continuous integration etc.) Interested in new technologies and methods and able to incorporate them into projects and products Team player with a reliable and customer-oriented working attitude with the ability to understand and approach complex problems Fluent in English, German is an advantage Your chance Challenging and interesting projects in the fintech domain Work with new technologies Work within an interdisciplinary team of experts Modern and flexible collaboration methods and a flat hierarchy Interested? Please do not hesitate to find out more about this unique opportunity and send your complete application file to jobs@oneagency.ch. Ort: Zürich Spezialisierung: JAVA Entwicklung Scrum (Methode) JavaScript C# / C++ / C .NET Entwicklung SQL Sprachen: Deutsch Englisch Job ID: 1140',\n", + " 'soft_skills': '[\"Collaboration\", \"Complex Problem Solving\", \"Reliability\", \"Consulting\"]',\n", + " 'hard_skills': '[\"ASP.NET\", \"Test-Driven Development (TDD)\", \"Computer Science\", \"Machine Learning\", \"Continuous Integration\", \"Industrialization\", \"Python (Programming Language)\", \"Scrum (Software Development)\", \"Entity Framework\", \"Software Engineering\", \"Investments\", \"C (Programming Language)\", \"Finance\", \"E-Commerce\", \"Electrical Engineering\", \"C# (Programming Language)\", \"JavaScript (Programming Language)\", \"Predictive Analytics\", \"Banking\", \"Software Development\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Extreme Programming\", \"Integrated Product Team\"]',\n", + " 'languages': \"['English', 'Javanese']\"},\n", + " {'company_id': '75',\n", + " 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You enjoy learning new things and are passionate about developing new features, maintaining existing code, fixing bugs, and contributing to overall system design. You are a great teammate who thrives in a dynamic environment with rapidly changing priorities. Your profile: Bachelor's or higher degree in computer science or equivalent work experience A minimum of three years of software engineering experience Excellent knowledge with Scala or Java Expert knowledge in an enterprise class RDBMS Demonstrated ability in data modeling, ETL development, and data warehousing Experience with big data technologies, such as Kafka, Spark, and Cassandra Excellent troubleshooting and creative problem-solving abilities and analytical skills Excellent written and oral communication and interpersonal skills Advantage: experience with systems for automating deployment, scaling, and management of containerised applications, such as Kubernetes and Mesos experience with machine learning experience with encryption and cryptography standards Benötigte Skills Scala JAVA ETL Datawarehouse Business Intelligence Kryptografie / Verschlüsselung\",\n", + " 'soft_skills': '[\"Analytical Skills\", \"Management\", \"Problem Solving\", \"Communications\", \"Troubleshooting (Problem Solving)\", \"Creative Problem-Solving\"]',\n", + " 'hard_skills': '[\"Machine Learning Methods\", \"Data Warehousing\", \"Systems Design\", \"Automation\", \"Kubernetes\", \"Scala (Programming Language)\", \"Apache Mesos\", \"Apache Cassandra\", \"Encryption\", \"Cryptography\", \"Maintainability\", \"Computer Science\", \"Java (Programming Language)\", \"Data Modeling\", \"Big Data\", \"Extract Transform Load (ETL)\", \"Software Engineering\", \"Business Intelligence\"]',\n", + " 'languages': \"['English', 'Polish', 'Sinhala']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'c++ software development engineer',\n", + " 'location': 'Unterentfelden',\n", + " 'industry': 'Computer Hardware & Software',\n", + " 'website': 'www.hexagon.com',\n", + " 'jobdescription_embedded': '[[-1.54618099e-01 3.89143944e-01 5.09049058e-01 -9.65741798e-02\\n5.67536414e-01 -1.22960091e-01 3.81881520e-02 2.98756510e-01\\n1.69447549e-02 -3.23508859e-01 -2.24941477e-01 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-2.62189686e-01\\n-1.98534638e-01 -2.97964066e-01 8.36004876e-03 3.85739356e-02\\n2.90382475e-01 -2.68002659e-01 -7.38082975e-02 -2.05758408e-01\\n-2.26247638e-01 -4.50070679e-01 -3.18310373e-02 4.15710136e-02]]',\n", + " 'job_description': 'Hexagon Manufacturing Intelligence offers a comprehensive range of products and services for all industrial metrology applications in sectors such as automotive, aerospace, energy and medical. By empowering our customers to fully control their manufacturing processes, we enhance the quality of products and increase efficiency in manufacturing plants around the world. To strengthen our R&D Team in Unterentfelden (Switzerland) we are looking for a C++ Software Development Engineer Develop innovative Windows software in a team for our Portable industrial measurement instruments, contribute to entirely new interdisciplinary technology developments for industry automation and production intelligence! Main responsibilities Design and develop software for highest precision Portable Arms, Scanners and Laser Trackers in a team Analyse customer needs in cooperation with requirements engineering team and form functional software specifications Develop prototypes of the technical solution for validation of requirements Define, plan and implement technical as well as functional testing of the software in cooperation with test team Analyse the technical and functional quality, propose fixes and put in technical compliance Edit technical documents and media for developers, users, IT services and further relevant stakeholders Required skills Programming language C ++, Visual Studio 2012 or greater Windows System Programming Mandatory (Multi-threading environment and good knowledge of communication protocols based on USB, TCP/IP) University degree (ETH, EPFL, FH, Haute école) in Electrical Engineering, Computer Science or other relevant education At least 5 years experiences in a similar working environment Application Architecture experience SQL language skills appreciated C# and C++/CLI experience appreciated Knowledge of DevExpress recommended Knowledge of algorithms and maths Reliable analysis and synthesis skills Very good English and German skills are mandatory, French is an advantage Willingness to travel (10-20%) between Unterentfelden (CH) and Montoire (F) If you are ready to work within a culture of high-performance and feel at home in a high-tech environment and you are ready to take the challenge at Hexagon Manufacturing Intelligence, join our team. E-mail',\n", + " 'soft_skills': '[\"Editing\", \"Innovation\", \"Planning\", \"Cooperation\"]',\n", + " 'hard_skills': '[\"Common Technical Document\", \"KM Programming Language\", \"Stakeholder Requirements\", \"Computer Science\", \"High Performance Computing\", \"System Programming\", \"Industrialization\", \"C++ (Programming Language)\", \"Windows System Administration\", \"Prototyping\", \"Industrial Automation\", \"Instrumentation\", \"E (Programming Language)\", \"TCP/IP\", \"Medic\", \"C++/CLI\", \"Microsoft Visual Studio\", \"Applications Architecture\", \"ARM Architecture\", \"Functional Testing\", \"USB\", \"Electrical Engineering\", \"C# (Programming Language)\", \"Windows Software\", \"Requirements Engineering\", \"Laser Tracker\", \"Application Environments\", \"Validations\", \"DevExpress\", \"Software Requirements Specification\", \"Technical Solution Design\", \"Software Development\", \"Language Experience Approach\", \"Algorithms\", \"Communications Protocols\", \"SQL (Programming Language)\", \"Controllability\", \"Threading (Manufacturing)\", \"Manufacturing Processes\"]',\n", + " 'languages': \"['English', 'Lingala']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'software engineer - full stack java developer (m/f)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.52013659e-01 3.14987391e-01 4.98675883e-01 -1.49462566e-01\\n6.19377375e-01 -6.78769723e-02 9.46942419e-02 3.59441549e-01\\n-5.46060055e-02 -3.28247279e-01 -8.47038850e-02 -2.60736674e-01\\n-3.26999873e-02 4.30207029e-02 2.16524333e-01 3.62203747e-01\\n1.75307781e-01 1.38287872e-01 -1.98144704e-01 2.09692672e-01\\n2.24972352e-01 1.75803062e-02 1.10203400e-02 6.03493869e-01\\n4.49026883e-01 5.54661714e-02 -1.17764167e-01 -9.89851262e-03\\n-3.59952360e-01 -3.18271458e-01 2.86048055e-01 -2.20888034e-02\\n-6.49549812e-02 -3.34450632e-01 6.64654234e-03 3.99620943e-02\\n-1.93437636e-01 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Your responsibilities Understand and prioritize product requirements and end-user needs and drivers Elicit and analyze all requirements, including business rules Design, develop and support application solutions to meet client requirements Your profile A degree in Computer Science (IT apprenticeship graduates, higher education in IT, bachelor) Demonstrated work experience and knowledge of Web Development using Java, JavaScript, Python Experience on one or more of the following (AngularJS, NodeJS, Django / Flask, Bootstrap, Knockout, AureliaJS or similar. Build Chain: SVN Git, Ant, Maven) Knowledge of databases (SQL) Experience on Agile development methodologies Excited to explore new technologies and able to quickly learn An ability to pro-actively take ownership of and analytical problem solving skills Good knowledge of the German & English language (written & spoken) Swiss nationality or valid Swiss work permit / EU passport Your chance Apply now: jobs@oneagency.ch! Ort: Zürich Spezialisierung: JAVA Entwicklung JavaScript SQL Sprachen: Deutsch Englisch Job ID: 2411',\n", + " 'soft_skills': '[\"Prioritization\", \"Problem Solving\"]',\n", + " 'hard_skills': '[\"Knockout.js\", \"Hyper SQL Database (HSQLDB)\", \"Computer Science\", \"Analytics\", \"Higher Education\", \"Activism\", \"Python (Programming Language)\", \"Web Development\", \"Flask (Web Framework)\", \"Business Card Design\", \"Django (Web Framework)\", \"Apache Ant\", \"Bootstrap (Front-End Framework)\", \"Agile Software Development\", \"Apache Maven\", \"Git (Version Control System)\", \"JavaScript (Programming Language)\", \"Software Development Methodologies\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Product Requirements\"]',\n", + " 'languages': \"['English', 'Bambara']\"},\n", + " {'company_id': '106',\n", + " 'job_title': 'software development engineer i (software test intern)',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'Biotech & 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You will contribute to the testing and continuous integration of the SOPHiA platform by: Scripted and exploratory (manual) testing of the SOPHiA platform Documenting and reporting on test results Bug reporting and verification You will work alongside a team of project managers, developers and test engineers giving you an insight into the world of agile development. Who are you? You are currently enrolled at University (or just finished your studies) in or near Lausanne studying Computer Science, Natural Sciences, Engineering or a related field. You: Are reliable and show attention to detail You have an interest in software development and ideally have a basic understanding of the role of QA in software development You are thorough and enthusiastic, able to grasp complex scenarios and work independently Location : Lausanne – Switzerland If you think you fit this position, please send a CV and a cover letter in English. Please note that incomplete applications will not be considered. Apply',\n", + " 'soft_skills': '[\"Reliability\", \"Integration\"]',\n", + " 'hard_skills': '[\"Document Enterprise Platform\", \"Natural Sciences\", \"Manual Testing\", \"Agile Software Development\", \"Bug Reporting\", \"Software Development\", \"Test Engineering\", \"Scripting\", \"Computer Science\", \"Idealization\", \"Management Development\", \"Continuous Integration\"]',\n", + " 'languages': \"['English', 'Arabic']\"},\n", + " {'company_id': '73',\n", + " 'job_title': 'computer vision engineer/researcher',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'Computer Hardware & Software',\n", + " 'website': 'www.magicleap.com',\n", + " 'jobdescription_embedded': '[[-1.70618728e-01 1.67502195e-01 3.97089243e-01 1.50855575e-02\\n3.99008274e-01 -5.12205064e-02 -8.26455951e-02 3.30113530e-01\\n-6.83513731e-02 -2.62684971e-01 3.93931717e-02 -5.75845718e-01\\n-3.31154257e-01 4.92468998e-02 2.72632867e-01 6.10013485e-01\\n4.12173718e-01 -7.06573576e-02 -1.83186620e-01 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Visual-Inertial Pose Tracking: Design and implement advanced algorithms for estimating the 3D pose of a head-mounted device by optimally fusing visual and inertial measurements collected from multiple cameras and IMUs. Sensor Calibration: Design and implement algorithms for online and offline calibration of complex devices composed of several sensors, cameras, IMUs, depth sensors, and images. Collaborate with other engineers on the design and deployment of a fully automatic robotics-aided calibration process targeted for factory production. 3D Scene Understanding: Design and implement 3D scene segmentation algorithms based on depth, motion or texture data. 3D Object Tracking: Design and implement robust algorithms for detecting and tracking the 6 DOF pose of known moving objects from multiple cameras in presence of clutter and occlusions. Machine Learning: Use collected data to design and implement algorithms that can be superior over traditional algorithms or that can be used for behavior detection Qualifications: -------------- Fluent in C/C++ (programming and debugging) Knowledge software optimization and embedded programming is a plus Experience working with Computer Vision libraries such as OpenCV is a plus Knowledge of parallel computing, OpenCL, GPGPU is a plus Education: --------------------- Ph.D. or MSc in Computer Science or related areas of study Additional Information --------------------- All your information will be kept confidential according to Equal Employment Opportunities guidelines. ',\n", + " 'soft_skills': '[\"Collaboration\"]',\n", + " 'hard_skills': '[\"Real Time Data\", \"MSC Software\", \"Programming (Music)\", \"pH Meters\", \"Computer Science\", \"Collections\", \"Texturing\", \"OpenCV\", \"Machine Learning\", \"Visualization\", \"Estimators\", \"Debugging\", \"Computer Vision\", \"Knowledge Management Software\", \"Optimization Software\", \"Tracking (Commercial Airline Flight)\", \"Library\", \"OpenCL\", \"Embedding\", \"SLAM Algorithms (Simultaneous Localization And Mapping)\", \"TARGET 3001!\", \"C (Programming Language)\", \"Equalization\", \"Robotics\", \"Object-Oriented Design\", \"Parallel Computing\", \"Imaging\", \"Factorials\", \"Algorithms\", \"Additives\", \"Mapping\", \"Data Collection\", \"Job Descriptions\", \"Calibration\", \"Fuses\"]',\n", + " 'languages': \"['English', 'Danish', 'Persian']\"},\n", + " {'company_id': '36',\n", + " 'job_title': 'ibm cloud software engineer',\n", + " 'location': 'Lausanne',\n", + " 'industry': '',\n", + " 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This position will consist in creating, optimizing, evolving and developing with the IBM Watson Platform ( Cognitives APIs) all relying on IBM Cloud Platform. Description To design and implement the Backend BigData and Cognitives platform (APIs). Integrate applications by designing database architecture and server scripting Participate in designing a highly scalable web architecture. Support and maintain the web architecture and infrastructure. Scale the resources (nodes, clusters) according to the user growth. Target for high availability for mass consuming. Define specs and communicate clearly with the rest of the team and management. Identify new state of the art web patterns, frameworks, environments and adopt them. Work in a cross-functional team, including external partners to design the integration with other API’s, mobile apps or big data software. Profile Advanced degree in Computer Science or significant experience working with highly scalable and available web projects. Understanding fundamental design principles behind a scalable application. Integration of multiple data sources and databases into one system. Software quality: experience with GIT and Continuous Integration, deployment in multiple environments & automation. Backend architecture & infrastructure: experience in scaling & maintaining large web infrastructures Experience in Machine Learning and Cognitives Approach Experience in BigData and DataScience Culture Experience in developing applications running in cloud environments such as SoftLayer, Bluemix, Amazon Web Services, Azure or other cloud providers and prior experience in designing and building components in a cloud environment Experience with databases like DB2, MySQL, PostgresSQL or Cassandra. Experience with Search like Elastic Search, Solr, Lucene, Experience in processing data in formats such as XML, HTML, or JSON in a large scale environment Experience in Agile/Test-driven development methodologies 5+ years of web engineering / architecture. Ability to take ownership of projects with minimal supervision. Good level of English / French with good verbal and written communication. Swiss working permit or EU citizen.',\n", + " 'soft_skills': '[\"Infrastructure\", \"Management\", \"Communications\", \"Integration\", \"Written Communication\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Automation\", \"MySQL\", \"Test-Driven Development (TDD)\", \"Enterprise Application Integration\", \"Apache Cassandra\", \"High Availability Clusters\", \"Web Engineering\", \"Computer Science\", \"Consumables\", \"Continuous Integration\", \"System Software\", \"Scale (Map)\", \"Mobile App\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Node.js\", \"Maintainability\", \"SoftLayer\", \"Levelling\", \"Azure Web Apps\", \"Cloud Platform System\", \"HyperText Markup Language (HTML)\", \"Database Design\", \"Software Engineering\", \"DB2 SQL\", \"Machine Learning Methods\", \"Web Project\", \"Web Services\", \"TARGET 3001!\", \"Software Quality (SQA/SQC)\", \"Data Recovery Software\", \"Scalability\", \"Big Data\", \"Amazon Web Services\", \"Cross-Functional Team Leadership\", \"Apache Solr\", \"Agile Testing\", \"Resourcing\", \"Language Experience Approach\", \"Scripting\", \"Git Flow\", \"Extensible Markup Language (XML)\", \"Application Programming Interface (API)\", \"Data Processing\", \"JSON\", \"Custom Backend\", \"Adoptions\", \"Source Data\"]',\n", + " 'languages': \"['English', 'Moldovan', 'Czech']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'application engineer - java',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.55808532e-01 3.37073445e-01 4.68456328e-01 5.96076213e-02\\n5.44890523e-01 -1.30339459e-01 -6.62898943e-02 3.29940349e-01\\n-1.33533999e-01 -4.37654316e-01 -9.55163836e-02 -9.86115709e-02\\n-2.44956892e-02 8.97528455e-02 1.91370547e-01 4.12870944e-01\\n3.98574650e-01 4.05492671e-02 -1.95302904e-01 3.74782205e-01\\n4.89123389e-02 -1.11160949e-01 5.33090308e-02 7.80794084e-01\\n4.13207948e-01 1.13232441e-01 -6.04151897e-02 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client is the world’s leading wholesale providers of reinsurance, insurance and other innovative forms of insurance-based risk transfer. Your responsibilities Our client is hiring an application engineer to work in a team with IT specialists and business analysts to design and develop solutions for global IT projects. The role is focused on maintaining and developing reporting applications for the Finance division. Maintaining, analyzing, designing, documenting, implementing, testing and deploying high-quality applications is within the responsibility of the team and you. You are interested to find out how you can apply your software engineering skills in the area of object-oriented design and analysis. Knowledge in surrounding technologies like J2EE, HTML5, JavaScript and WebSphere Liberty will help you by understanding the bigger picture. You are not afraid to learn other technologies like z/OS mainframe (i.e. JCL, JES, DB2) In addition, providing Level 3 support for ongoing operations is an integral part of the job. You enjoy solving challenging problems and you are equipped with good analytical skills and are highly motivated. You are willing to constantly develop your knowledge of IT methods and tools. You bring in an interest for reinsurance, financial topics, business requirements engineering and solution design. You will cooperate closely with the team lead, team members and internal clients, promoting teamwork within the project and the department across the globe. Your profile Graduates in computer science are preferred. Graduates in mathematics, technical studies, or natural sciences with software engineering experience are also considered. Persons with multiple years with professional experience in software engineering and projects are preferred. Knowledge in all of the following areas is required: Object Oriented Design & Analysis Java (programming language and libraries), J2EE Web services technologies (RESTful) and WebSphere liberty profile SQL and relational database design Creation and maintenance of technical documentation Strong command of German and English The ideal candidate also offers: Experience with data- and compute-intensive applications (batch processing, scheduling) Know-how in HTML5/JavaScript web-application development, Spring, Hibernate, IBM WebSphere Application Server Good analytical skills Cooperative, team-oriented work-style Experience with agile and test-driven and/or test-oriented software development (JUnit/bamboo/Jira) Above average quality awareness Passion to deliver innovative technical solutions which focus on business requirements and system stability Curiosity and open-mindedness; willingness to learn and develop skills on requirements engineering, test case engineering and solution definition and design Innovative, showing a high degree of own initiative Ability to work under pressure Ability to express him-/herself effectively in one-to-one conversations and small groups Your chance Apply now: jobs@oneagency.ch! Ort: Zürich Spezialisierung: JAVA Entwicklung HTML JavaScript Web JEE/J2EE Agile Hibernate (Framework) Spring (Framework) SQL Sprachen: Deutsch Englisch Job ID: 2085',\n", + " 'soft_skills': '[\"Analytical Skills\", \"Team Oriented\", \"Teamwork\", \"Cooperation\", \"Willingness To Learn\", \"Integration\", \"Innovation\", \"Curiosity\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Web Applications\", \"Risk-Based Testing\", \"Test Case\", \"Tooling\", \"KM Programming Language\", \"Software Design Documents\", \"Agility\", \"Computer Science\", \"Junit\", \"Atlassian Bamboo\", \"Natural Sciences\", \"Hibernate (Java)\", \"SQL (Programming Language)\", \"Maintainability\", \"z/OS\", \"HTML5\", \"Application Servers\", \"E (Programming Language)\", \"Levelling\", \"Library\", \"HyperText Markup Language (HTML)\", \"Database Design\", \"Software Engineering\", \"Reinsurance\", \"DB2 SQL\", \"Web Services\", \"Business Requirements\", \"Finance\", \"Requirements Engineering\", \"Personalization\", \"JavaScript (Programming Language)\", \"Object-Oriented Design\", \"Job Control Language (JCL)\", \"Technical Documentation\", \"IBM Websphere Application Server\", \"Technical Solution Design\", \"Batch Processing\", \"Relational Databases\", \"Software Development\", \"Solution Design\", \"Additives\", \"JIRA Studio\", \"Java (Programming Language)\", \"Spring Framework\", \"Web Application Development\"]',\n", + " 'languages': \"['English', 'Chuang', 'Turkmen']\"},\n", + " {'company_id': '22',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Bergdietikon',\n", + " 'industry': 'Consulting',\n", + " 'website': 'www.behind-digital.com',\n", + " 'jobdescription_embedded': '[[-5.90697229e-02 1.92498304e-02 3.87356907e-01 -7.15880617e-02\\n3.22084755e-01 -2.15501979e-01 -6.63695857e-02 3.97634625e-01\\n2.09165141e-02 -4.51799512e-01 3.30017544e-02 -3.08219016e-01\\n6.15430474e-02 2.43660837e-01 -1.32951746e-02 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It’s an ambitious project with huge potential to both transform the mobile telecoms sector, and to generate substantial revenue. The project is in the startup phase and we need to expand the core team to help transform the vision into a robust project. These will be your tasks We are seeking blockchain developers with the following skills Experience developing blockchain software and smart contracts Knowledge of HyperLedger and Ethereum development Experience with developing software more broadly You're offering these qualifications Full-stack development HyperLedger Fabric Blockchain We're offering these benefits The project is not funded at this time so initially you will need to be prepared to devote time to the project in return for an eventual share of token equity. Once the project is funded a salary will be provided. This is a great opportunity to get in at the start with a project with real-world tangible application and massive scope for development, so please get in touch if you like to come on-board.\",\n", + " 'soft_skills': '[\"\"]',\n", + " 'hard_skills': '[\"Equities\", \"MASSIVE (Software)\", \"Hyperledger\", \"Billing\", \"Software Development\", \"Blockchain\", \"Ethereum\", \"Phase (Waves)\", \"Mobility\"]',\n", + " 'languages': \"['English', 'Tigrinya', 'Southern Sotho']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data scientist (m/w)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.11555862e-01 2.90439308e-01 2.43743166e-01 -6.73134923e-02\\n5.26016116e-01 -1.71804175e-01 -1.54827498e-02 3.27446796e-02\\n-2.04832897e-01 -3.60443443e-01 -5.93928993e-02 -1.11598141e-01\\n-9.30588394e-02 -9.82516408e-02 1.18764192e-01 6.31380558e-01\\n1.98650539e-01 1.30750062e-02 -2.13116661e-01 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OO-Design / Analyse JAVA Englisch',\n", + " 'soft_skills': '[\"\"]',\n", + " 'hard_skills': '[\"Magnetic Resonance Imaging\", \"Machine Learning Methods\", \"Application Development Languages\", \"Natural Sciences\", \"Automation\", \"Chemistry\", \"Programming (Music)\", \"New Business Development\", \"Algorithms\", \"Java (Programming Language)\", \"NMR Spectra Database\", \"Object Oriented Programming Language\", \"Simulations\", \"Curve Fitting\", \"Pattern Recognition\"]',\n", + " 'languages': \"['English', 'Breton', 'Burmese', 'Breton']\"},\n", + " {'company_id': '47',\n", + " 'job_title': 'professional business analyst for clinical data',\n", + " 'location': 'Basel',\n", + " 'industry': 'Staffing & Outsourcing',\n", + " 'website': 'www.experis.com',\n", + " 'jobdescription_embedded': '[[-2.03268051e-01 1.92566589e-01 5.46450555e-01 -6.85060397e-02\\n4.90139514e-01 -1.12623818e-01 1.10257626e-01 3.02090555e-01\\n-7.07901269e-02 -3.51043582e-01 -4.00437266e-02 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-3.73310477e-01\\n-1.44966409e-01 -3.25179577e-01 -4.09117714e-03 -2.18174681e-01\\n1.25872150e-01 -3.64110976e-01 -6.93134144e-02 -1.51939139e-01\\n-2.31523350e-01 -3.65001410e-01 8.97836834e-02 -1.25341088e-01]]',\n", + " 'job_description': \"Professional Business Analyst for Clinical Data Experis IT is Europe's leading IT recruitment agency. We are dedicated to connecting talented individuals with Business opportunities across a number of professional sectors, with IT being at the heart of our operations.For one of our clients, specialized in the pharmaceutical area with HQ in Basel, we are looking for a Business Analyst for Clinical Data.This is a challenging contracting position starting in November until the end of the year with extension possibilities. Tasks & Responsibilities: Responsible to support global projectExecute process analysis as assigned by lead of process streamReports to lead of process stream, works with process team and SME'sResponsible for documenting and maintaining current and future state process documentationWork on several distinct initiatives at the same timeRequirements: 7+ years of Business Analysis experience of Product Development / Clinical Data with a strong understanding of data controls and cleaning principlesLean Six Sigma certificationExperience in Data Flow Mapping Experience in BPMN 2.0 Experience and understanding of Structured AuthoringExperience in Process MappingExperience in software development and software specification designData mining and data visualization experienceExperience in DocumentumAbility to work independently and deliver according agreed timelinesRegulatory/Filing knowledgeAnalytic and able to understand complex structuresStrong communication skills in EnglishExperience and understanding of Structured Authoring Location: BaselStart Date: 01.11.2019End date: 31.12.2019Extension: possibleWorkload: 100% If you are a result-oriented Business Analyst currently looking for a challenging new position that applies to your skills, then we look forward to receiving your application! Not the right job for you? Since new jobs are coming in every day just give us a call +41 (0)61 282 22 17. Experis, the leading IT recruitment agency in Switzerland has many open jobs, just browse our website now to find interesting professional opportunities!\",\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Filing\", \"Professionalism\", \"Operations\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Data Visualization\", \"Pharmaceuticals\", \"Stream Processing\", \"Software Requirements Specification\", \"Software Development\", \"Process Analysis\", \"Process State\", \"Maintainability\", \"Data Control\", \"Business Analysis\", \"Agile Product Development\", \"Data-Flow Analysis\", \"Clinical Data Warehouse\", \"Receivables\", \"Team Processes\"]',\n", + " 'languages': \"['English', 'Navaho', 'Somali', 'Pashto', 'Javanese']\"},\n", + " {'company_id': '110',\n", + " 'job_title': 'web frontend engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Security Services',\n", + " 'website': 'www.sunflower-labs.com',\n", + " 'jobdescription_embedded': '[[-1.97345108e-01 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Responsibilities include design and development of web frontend interfaces for a drone-based home security system. You will work with backend and firmware engineers in the development of data storage and retrieval schemas, remote system access and authentication, and cloud data processing and analysis. Responsibilities Development of a web frontend interface capable of real-time controls and video streaming Work on Amazon AWS and/or Google Cloud Understanding of serverless architecture Write unit test procedures, run tests, and evaluate test results Design and develop testing tools Formulate requirements, design descriptions, and test procedures Work hands-on with firmware and backend engineers to integrate system components Skills and Qualifications Strong programming skills in Javascript (Python, or Go are a plus). Knowledge and experience with various Javascript frameworks, i.e. jQuery, etc. In-depth understanding of CSS5, HTML5, LESS and SASS. Knowledge of C/C++ is desired. Experience with Amazon AWS and/or Google Cloud A strong understanding of system security, encryption, and authentication Experience with relational and/or non-relational databases. Experience with back-end technologies for web applications/APIs. Experience with distributed systems Good oral and written skills in English Ability to prioritize tasks and work independently Must be flexible and be able to work in a multicultural environment Must have experience in related engineering fields 3+ years of experience preferred but not a must Willing to work full-time in Zurich at our R&D lab Work permit in Switzerland required If you are interested in this position, please send your resume or CV to: jobs@sunflower-labs.com',\n", + " 'soft_skills': '[\"Writing\", \"Prioritization\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Real Time Data\", \"Web Applications\", \"Development Testing\", \"Distributed File Systems\", \"Design Verification Test\", \"Programming (Music)\", \"Unit Testing\", \"Authentications\", \"Optical Data Storage\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"HTML5\", \"E (Programming Language)\", \"Systems Integration\", \"Software Engineering\", \"SASS\", \"Remote Access Service\", \"Security Systems\", \"C (Programming Language)\", \"Encryption\", \"Serverless Computing\", \"JQuery\", \"JavaScript (Programming Language)\", \"Firmware\", \"Google Cloud\", \"Electronic Data Processing\", \"Acceptance Test Procedures\", \"JavaScript Frameworks\", \"GUI Testing Tools\", \"Software Design Description\", \"Back End (Software Engineering)\", \"Relational Databases\", \"Information Systems Security\", \"Custom Backend\", \"Controllability\", \"Integrated Delivery Systems\"]',\n", + " 'languages': \"['English', 'Kannada', 'Dhivehi']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'data engineer',\n", + " 'location': 'Bern',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.34095418e-01 2.73776919e-01 4.29008782e-01 -1.45812035e-01\\n4.26754355e-01 -1.04837127e-01 5.60075492e-02 2.76683807e-01\\n1.74667817e-02 -2.96783775e-01 -1.03320286e-01 -3.36444616e-01\\n-1.25498727e-01 -6.30288851e-03 4.91948910e-02 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Ihr Aufgabenbereich Collaboration with data scientists, data engineers, devops, product owners and business partners to design end-to-end solutions Designing, coding and documenting data products Architecture, optimization and automation of your entire work environment Cooperation with your team to define the technical roadmap for the product Your tasks vary from data science (20%) through data engineering (60%) to devops (20%) Ihr Profil Master or PhD in Computer Science or similar qualification Very good knowledge of FP (Scala) and good knowledge of OOP (Java) Hands-on experience in end to end projects: from requirements engineering to deploying products into production Thorough know-how of Hadoop, Spark, Kafka, SQL & NoSQL Solid understanding of data structures and algorithms and experience in agile/lean development of scalable solutions Good abstraction and conceptual skills are combined with a self-reliant, team-minded, communicative, proactive personality Good English and good German Ihre Chance Apply now! Ort: Bern Spezialisierung: JAVA Entwicklung JavaScript Agile SQL Sprachen: Deutsch Englisch Job ID: 1809',\n", + " 'soft_skills': '[\"Cooperation\", \"Collaboration\", \"Proactivity\", \"Communications\", \"Operations\"]',\n", + " 'hard_skills': '[\"Automation\", \"NoSQL\", \"Agility\", \"Computer Science\", \"Business Partnering\", \"Data Engineering\", \"Scala (Programming Language)\", \"Product Data Management\", \"Hostile Work Environment\", \"Lean Product Development\", \"Data Science\", \"Conceptualization\", \"Front End Design\", \"Requirements Engineering\", \"Personalization\", \"JavaScript (Programming Language)\", \"Scalability\", \"Design Codes\", \"Data Structures\", \"Solution Design\", \"Algorithms\", \"Java (Programming Language)\", \"Telecommunications\", \"Abstractions\", \"SQL (Programming Language)\", \"Object-Oriented Programming (OOP)\", \"DevOps\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data scientist (m/w) 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on clinical datasets, establishing software frameworks for efficient and effective data exploration, or scientific publication of results. Your profile: MSc. (with 2-3 years of experience) or PhD in fields like computational science, life sciences, statistics, maths or physics Experience in working with complex numerical challenges/ tasks Fluency in Python, R, and/or Matlab Benötigte Skills Python Python R MATLAB',\n", + " 'soft_skills': '[\"\"]',\n", + " 'hard_skills': '[\"MSC Software\", \"Python Server Pages\", \"Data Explorers\", \"Computer Science\", \"Life Sciences\", \"Statistics\", \"MATLAB\", \"Integrated Data Viewer (IDV)\", \"Python (Programming Language)\", \"Medical Insurance Claims\", \"Medic\", \"Dataset\", \"Mobility\", \"Minimum Data Set\", \"Medical Devices\", \"R (Programming Language)\", \"Clinical Data Warehouse\", \"Physics\", \"Algorithms\", \"Performance Improvement\"]',\n", + " 'languages': \"['English', 'Tibetan', 'Serbian', 'Yiddish']\"},\n", + " {'company_id': '29',\n", + " 'job_title': 'data engineer',\n", + " 'location': 'Mendrisio',\n", + " 'industry': 'Internet',\n", + " 'website': 'www.cloudacademy.com',\n", 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Mendrisio is easily commutable from Milan, Como, Varese or Lugano and Cloud Academy provides the train ticket for you! Cloud Academy is the leading digital skills development platform that enables every enterprise to become a tech company through guided Learning Paths, Hands-on Labs, and Skill Assessment. Cloud Academy delivers role-specific training on leading clouds (AWS, Azure, Google Cloud Platform), essential methodologies needed to operate on and between clouds (DevOps, security, containers), and capabilities that are unlocked by the cloud (big data, machine learning). Companies like Turner, Cognizant, SAS, and ThermoFisher customize Cloud Academy to contextualize learning and leverage the platform to assign, manage, and measure cloud enablement at scale. Role Description As a Data Engineer, you will design, build and improve our Data Warehouse. You will explore our data to find actionable insights from it. Data is the greatest accelerator for our business and you will be responsible for the full data stack. You will design, build and manage scalable data pipelines that provide reports to multiple business stakeholders. You will analyze data to find key insights and make product recommendations through funnels, cohort analyses, long-term trends, user segmentation, regression models, and more This role will enable you to work on the latest Cloud technologies and Cloud data warehouse to develop state of the art data analytics systems. Main responsibilities: Develop and manage our cloud data warehousing platform supporting the needs of critical BI reporting and analytical requirements Build data pipelines and own data quality for our data flows Identify, translate, and answer important product questions with data Create dashboards to track key product and business metrics Launch and support new data models and tools that provide intuitive analytics to internal customers Experience building and maintaining an AWS RedShift DWH. S3 Datalake design. Familiarity with Apache Parquet or other column-oriented data storage format a plus. SQL and NoSQL schema design expertise. Monitoring and alert management. Charting and graphing with ChartIO or similar. ETL design. Benefits Competitive salary with an annual bonus Train ticket paid for by the company Budget for professional development 4 weeks paid vacation per year 15 paid holidays per year Great company culture and work environment! Highly-skilled teammates and lots of opportunities for growth and development',\n", + " 'soft_skills': '[\"Operations\", \"Management\"]',\n", + " 'hard_skills': '[\"Data Warehouse Systems\", \"Data Quality\", \"Tooling\", \"NoSQL\", \"KM Programming Language\", \"Funnels\", \"Analytics\", \"Data Modeling\", \"SAS (Software)\", \"Machine Learning\", \"Apache Parquet\", \"Data Engineering\", \"Scale (Map)\", \"Data Warehousing\", \"Container Security\", \"SQL (Programming Language)\", \"Optical Data Storage\", \"Track (Rail Transport)\", \"Maintainability\", \"Censored Regression Model\", \"Data Pipeline\", \"Translations\", \"Hostile Work Environment\", \"Extract Transform Load (ETL)\", \"Building Design\", \"Dashboard\", \"Professional Development Programs\", \"Budgeting\", \"Pathing\", \"Column-Oriented DBMS\", \"Google Cloud\", \"Big Data\", \"Unlocker\", \"Clinical Data Warehouse\", \"Google Cloud Platform (GCP)\", \"Customer Experience\", \"Graphing\", \"Amazon Data Pipeline\", \"Digital Skills\", \"Long-Term Potentiation\", \"Amazon Redshift\", \"Data-Flow Analysis\", \"DevOps\", \"Cloud Technologies\"]',\n", + " 'languages': \"['English', 'Tahitian', 'Dutch']\"},\n", + " {'company_id': '22',\n", + " 'job_title': 'data analyst - reward - careerplus ag',\n", + " 'location': 'Vaud',\n", + " 'industry': 'Consulting',\n", + " 'website': 'www.careerplus.ch/career',\n", + " 'jobdescription_embedded': '[[-2.92807728e-01 2.49484152e-01 5.17897129e-01 -2.04964243e-02\\n5.03775358e-01 4.79193330e-02 -4.91306558e-03 2.22196281e-01\\n-9.57313478e-02 -2.94222355e-01 -5.14931567e-02 -1.89331293e-01\\n2.17424572e-01 3.47227976e-02 1.17391795e-01 5.40095329e-01\\n2.23624900e-01 -4.39064167e-02 -1.78647742e-01 1.24300145e-01\\n1.74209356e-01 -1.31224871e-01 1.35293141e-01 5.82972527e-01\\n4.79634225e-01 1.45123020e-01 5.55340424e-02 -6.74915314e-02\\n-1.62668422e-01 -3.79930794e-01 4.87149775e-01 5.43474741e-02\\n-2.52798885e-01 -1.68198258e-01 1.46908700e-01 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you are fluent in english ? We look forward to receiving your application ! We are looking for a Data Analyst - Reward for an international service company based in the canton of Vaud. You will be in charge of the following tasks : Participate in the highest quality data and survey products and service across Europe through: Analysis, and implementation of the annual survey cycle / Managing client relationships, and sitting on Steering Committee meetings-callsPrepare/ review materials and lead round table and conference meetings, including annual conference/ results delivery meetingsSupport clients with data submission training, collect data, analysis of client compensation levels, recommendations of appropriate survey products, interpretation of compensation surveys and survey access supportUnderstand complexities of data gathering and handling, data nuances and caveats, and best practicesLiaise with local/regional/global colleagues to manage client relationshipsMarket research and competitor analysisInterpret trends and market data patterns, implications for client compensation programmes and HR strategies identify insights in the data Requirements : Maturity, university degree in Economics, Human Resources or equivalent1-4 years experience with Compensation & Benefit, Data Analysis, ReportingExperience in using compensation/benefits surveysExperience in data analysis, surveys/surveys data and reportingExperience in producing and presenting reports, in a clear and concise manor, to a variety of audiencesExcellent MS Excel skillsGood knowledge of French and English (minimum C1 level)Teamwork, analytical skill, stress management, versatility and rigorous ',\n", + " 'soft_skills': '[\"Analytical Skills\", \"Research\", \"Concision\", \"Teamwork\", \"Stress Management\", \"Presentations\"]',\n", + " 'hard_skills': '[\"Economics\", \"Data Quality\", \"Human Resource Management\", \"Surveys\", \"Accessioning\", \"Intelligence Data Handling\", \"Market Data\", \"Levelling\", \"Data Collection\", \"Managing Client Expectations\", \"Survey Data Analysis\", \"Data Analysis\", \"Receivables\"]',\n", + " 'languages': \"['English', 'Navajo']\"},\n", + " {'company_id': '41',\n", + " 'job_title': 'software engineer (100%) – web and data science',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'Colleges & Universities',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.65671992e-01 1.45940229e-01 3.86579961e-01 -5.96222728e-02\\n4.40720975e-01 -1.17932484e-01 -5.53719737e-02 5.01133442e-01\\n-6.70614690e-02 -3.90774101e-01 -2.40968078e-01 -3.33446920e-01\\n-2.98712663e-02 4.49025333e-02 4.81980816e-02 3.25744450e-01\\n4.09833908e-01 5.76693937e-03 -1.84553653e-01 2.21736267e-01\\n1.58151448e-01 7.42802769e-03 6.68215826e-02 7.74974823e-01\\n4.26653177e-01 3.95111814e-02 -8.13630000e-02 8.06319192e-02\\n-1.23878241e-01 -1.93758741e-01 4.81303036e-01 -4.36533578e-02\\n-5.75363971e-02 -2.78646976e-01 1.52562439e-01 1.53269842e-01\\n-1.69085369e-01 -1.44976303e-01 1.58054326e-02 1.32952496e-01\\n-3.66461992e-01 -1.98856890e-01 -1.35921940e-01 -2.06342489e-02\\n-2.50288725e-01 -3.20023537e-01 1.66707382e-01 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The EPFL employs 6,000 people supporting the three main missions of the institutions: education, research and innovation. The EPFL campus offers an exceptional working environment at the heart of a community of 16,000 people, including over 10,000 students and 3,500 researchers from 120 different countries. Software Engineer (100%) – Web and Data ScienceYour mission : The Distributed Information Systems Laboratory (LSIR) headed by Prof. Karl Aberer at EPFL in Lausanne is currently looking for a software engineer with experience in Web development and Data Science. If you are interested in being at the crossroad of Web technologies, Machine learning and Computational Journalism, this job is for you. You will join our research team. Our goal is to develop a web platform to collect news articles from all around the world and to analyze the media landscape in real-time. You will be in charge of the Web platform development and will help us integrating some of the algorithms developed by our researchers. Interest in the field of journalism is a plus. Main duties and responsibilities include : Participate in the development and optimization of the platform in close collaboration with research staff. Support research staff to the transition of research prototypes into production-grade software tools. Implement best practices for sustainable and maintainable software development. Your profile : Master’s degree in computer science or equivalent. Ideally, at least 2 years of experience in software development. Fluent English in speech and writing Skills required Experience in web application development (Full-stack). Expertise in Python. Experience in managing and processing large-scale datasets. Effective team player. Skills preferred Experience in front-end and with at least one Javascript framework (e.g., Node.js, React, or Angular). Experience with at least one Machine/Deep Learning framework (e.g., scikit-learn, PyTorch, or Tensorflow). Experience with at least one Natural Language Processing framework (e.g., SpaCy, NLTK). We offer : A young, dynamic and interdisciplinary team Collaboration with strategic external partners and with advanced scientists Start date : Immediatly Term of employment : Fixed-term (CDD) Duration : 1 year, renewable Contact : For additional information, please contact J. Rappaz: jeremie.rappaz@epfl.ch Remark : Only candidates who applied through EPFL website or our partner Jobup’s website will be considered.',\n", + " 'soft_skills': '[\"Research\", \"Writing\", \"Team Effectiveness\", \"Collaboration\", \"Management\", \"Communications\", \"Integration\", \"Innovation\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Web Applications\", \"Real Time Data\", \"Tooling\", \"Natural Language Processing\", \"Sustainability\", \"Computer Science\", \"Collections\", \"Good Agricultural Practices\", \"Web Application Development\", \"Scikit-learn (Machine Learning Library)\", \"Educational Research\", \"Scale (Map)\", \"Landscaping\", \"Python (Programming Language)\", \"Node.js\", \"Prototyping\", \"Maintainability\", \"E (Programming Language)\", \"Machining\", \"Web Development\", \"Dataset\", \"Software Engineering\", \"React.js\", \"Data Science\", \"SpaCy (NLP Software)\", \"Therapeutic Support Staff\", \"TensorFlow\", \"Deep Learning\", \"JavaScript Frameworks\", \"NLTK (NLP Analysis)\", \"Angular (Web Framework)\", \"Front End (Software Engineering)\", \"Digital Learning Technology\", \"Software Development\", \"Algorithms\", \"Additives\", \"PyTorch (Machine Learning Library)\", \"Journalism\", \"Web Platforms\", \"Information Systems\"]',\n", + " 'languages': \"['English', 'Volapük', 'Southern Sotho']\"},\n", + " {'company_id': '92',\n", + " 'job_title': 'beamline scientist',\n", + " 'location': 'Villigen',\n", + " 'industry': 'Research & Development',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.45809698e-01 2.40760267e-01 3.86761814e-01 -1.41333997e-01\\n4.54120249e-01 -1.82031512e-01 -2.59941280e-01 3.03020418e-01\\n-5.06130755e-02 -3.54118764e-01 -1.63982719e-01 -4.68991011e-01\\n-2.05224663e-01 2.58927822e-01 1.64388344e-02 7.08726466e-01\\n3.99915755e-01 -6.20405376e-02 -1.15255043e-01 2.97411680e-01\\n1.85923219e-01 1.92877464e-02 2.04463810e-01 8.37673247e-01\\n2.70993084e-01 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We perform cutting-edge research in the fields of matter and materials, energy and environment and human health. By performing fundamental and applied research, we work on sustainable solutions for major challenges facing society, science and economy. PSI is committed to the training of future generations. Therefore, about one quarter of our staff are post-docs, post-graduates or apprentices. Altogether, PSI employs 2100 people. The Swiss Light Source (SLS) is one of the most advanced radiation sources worldwide. The SLS Macromolecular Crystallography team operates two high performance undulator beamlines as well as a state-of-the-art superbending magnet beamline for Macromolecular Crystallography. The focus is on methods development in Macromolecular Crystallography including advanced beamline instrumentations, novel data collection methods for experimental phasing, in situ serial crystallography, and time-resolved crystallography. The team is also involved in the development and user operation of serial femtosecond crystallography (SFX) instruments at the Swiss X-Ray free-electron laser facility Swiss X-Ray free-electron laser facility (SwissFEL) Alvra and Bernina end stations, and in the design of the new SFX Cristallina end station. We are looking for a Beamline Scientist Serial Femtosecond Crystallography Your tasks You will lead the development and user operation of the SFX instruments at the SwissFEL. In addition, you will contribute to time-resolved serial crystallography development at the macromolecular crystallography beamlines of the SLS and SLS 2.0 Your main tasks are: Lead the design, implementation and commissioning of the SFX instrument in the Cristallina-MX end station at the SwissFEL Further develop and commission the current SFX instruments at the Alvra and Bernina end stations of the SwissFEL Develop new concepts and implement advanced methods focused on experimental control and online data analysis Support academic and industrial users Publish in peer-reviewed scientific journals and present your results at international conferences Supervise assigned personnel, and mentor PhD students and postdoctoral fellows Your profile You hold a PhD degree in biology, chemistry or physics and have substantial experience in macromolecular crystallography and beamline instrumentation at storage rings or XFELs Experience in experimental control and data analysis, especially in high throughput applications You are a good team player with fine communication skills, sense of responsibility, and very good command in spoken and written English; knowledge of German is an advantage We offer Our institution is based on an interdisciplinary, innovative and dynamic collaboration. You will profit from a systematic training on the job, in addition to personal development possibilities and our pronounced vocational training culture. If you wish to optimally combine work and family life or other personal interests, we are able to support you with our modern employment conditions and the on-site infrastructure. This is a Tenure Track position. The employment contract will initially be limited to 3 years. For further information please contact Dr Meitian Wang, phone +41 56 310 41 75 or Dr Bill Pedrini, phone +41 56 310 33 71. Please submit your application online by 30 November 2019 (including list of publications and addresses of referees) for the position as a Beamline Scientist (index no. 6121-00). Paul Scherrer Institut, Human Resources Management, Elke Baumann, 5232 Villigen PSI, Switzerland',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Research\", \"Positivity\", \"Collaboration\", \"Infrastructure\", \"Supervision\", \"Written English\", \"Operations\", \"Presentations\", \"Innovation\", \"Sourcing\"]',\n", + " 'hard_skills': '[\"Economy\", \"Resource Management\", \"Sustainability\", \"Indexer\", \"Employment Contracts\", \"Institutional Research\", \"Commissioning\", \"High Performance Computing\", \"Vienna Development Methods\", \"Laser\", \"Journals\", \"X-Rays\", \"Industrialization\", \"Survey Data Collection\", \"Naturalization\", \"Track (Rail Transport)\", \"Instrumentation\", \"Source (Game Engine)\", \"Limiter\", \"Experimentation\", \"DR-DOS\", \"Academic Support Services\", \"Crystallography\", \"Human Resource Management\", \"Storages\", \"Electronics\", \"Biology\", \"High Throughput Screening\", \"Personalization\", \"Survey Data Analysis\", \"Applied Research\", \"Physics\", \"Humanism\", \"Serializer\", \"Chemistry\", \"Peer Review\", \"Additives\", \"Personality Development\", \"S/SL Programming Language\", \"Data Analysis\", \"Controllability\"]',\n", + " 'languages': \"['English', 'Amharic', 'Slovak', 'Welsh', 'Pashto']\"},\n", + " {'company_id': '78',\n", + " 'job_title': 'python software engineer',\n", + " 'location': 'Ecublens',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.83854505e-01 3.13536018e-01 4.22254711e-01 3.44365053e-02\\n4.65702027e-01 -2.22730830e-01 5.41637130e-02 3.56434554e-01\\n-4.34068441e-02 -4.36030000e-01 -1.64858475e-02 -1.34045780e-01\\n5.05928732e-02 8.50647688e-02 1.05993062e-01 3.68707150e-01\\n2.89231479e-01 1.16412111e-01 -1.73810720e-01 3.55999857e-01\\n1.94137946e-01 -2.04991162e-01 1.48378909e-01 6.91550195e-01\\n4.17710066e-01 4.06444147e-02 -7.38515556e-02 -9.26300585e-02\\n-2.40960449e-01 -2.58311301e-01 2.96355516e-01 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growth, Nanolive is looking for strengthening its development team with a highly self-motivated, enthusiastic, result oriented Python Software Engineer. Mission and activities Implement advanced statistical tools related to Nanolive Core Technology and Quantitative biology applicationsPrepare test protocols, run tests and analyse resultsDocument work results with Python notebooks or similar reports Required Master’s degree in Computer Science, Mathematics, Engineering or related area.Experience in Python scientific coding & djangoExperience in big data managementExperience in software industrialization and deploymentExperience with CI/CD, source management An Asset Experienceof unit testingKnowledge of hdf5, java programming, image analysis Key asset of the candidate Have a team player spirit, a quick perception, and a resourceful and fast-learning mindsetHave a strong sense of commitment and responsibility to respect planning and qualityHave a high analytical capacity and an adaptable, autonomous, rigorous and service-oriented mindsetHave effective communication in English (both written & oral – including technical documentation) What we offer You will get the opportunity to work in a fast-growing scale-up environment with highly motivated, competent and experienced individuals, and make a real difference for our customers. You will be working with a cutting-edge technology and facing the exclusive challenge of making it accessible to a wide audience by implementing creative solutions. Interested? Please visit our website, then click on “Apply Now” and fill your application including your cover letter and CV. We do not accept any recruitment agencies. Job Types: Full-time, Permanent Experience: Python: 1 year (Preferred) Education: Master's (Preferred) \",\n", + " 'soft_skills': '[\"Self-Motivation\", \"Adaptability\", \"Resourcefulness\", \"Planning\", \"Communications\", \"Creativity\"]',\n", + " 'hard_skills': '[\"Scale (Map)\", \"Tooling\", \"Accessioning\", \"Activism\", \"Industrial Software\", \"Programming (Music)\", \"Python (Programming Language)\", \"Biology\", \"Service-Oriented Modeling\", \"Agile Edge Technologies\", \"Computer Science\", \"Image Analysis\", \"Statistics\", \"Source (Game Engine)\", \"Analytics\", \"Big Data\", \"Technical Documentation\", \"Software Engineering\"]',\n", + " 'languages': \"['English', 'Malayalam', 'Ossetian', 'Urdu']\"},\n", + " {'company_id': '92',\n", + " 'job_title': 'product specialist - preclinical software',\n", + " 'location': 'Pratteln',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.41236180e-01 2.90319145e-01 4.68818903e-01 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Our unique products and outsourced services accelerate the development and regulatory submission of biopharma products. For more than 30 years, we have developed software by scientists, for scientists - a hallmark that is unrivaled in our field. For that reason, eight of the world’s top 10 pharma companies have relied on PDS software, as do industry-leading CROs, chemical companies, universities and regulatory agencies. Over the past several years, PDS has undergone many changes and is now competing in new fast-growth segments of our markets. We are still nimble with a rewarding start-up culture that allows you to make an immediate impact on the business. With business offices in New Jersey, Switzerland and Tokyo, we think globally, but act locally and now we have an exciting opportunity for a Product Specialist located in our Pratteln Basel office. PDS Life Sciences is searching for a motivated person to join a global leader in Preclinical LIMS Software Solutions as a Preclinical Product Specialist. Are you looking for an exciting new opportunity to become a key subject matter expert in the development of preclinical software? Join our team of scientists and software development experts in this unique opportunity. PDS prides itself on its reputation to create solutions For Scientists By Scientists. Job Description: Responsible for a full range of activities which ensure operational effectiveness and excellence in product implementation and optimization with customers.Responsible for creating/maintaining training materialsResponsible for providing first level support to existing customers as requiredResponsible for providing consulting services to customers as requiredAssists the Validation team during the customer’s OQ ProcessAssists with internal acceptance testing (OQ) Assisting with writing Test Scripts Assists with functional specifications development Assists with writing user stories and test specifications Assisting with updates to user manuals and release notes Provides suggestions for product improvement Some domestic travel and infrequent international travel needed Duties as directed by manager(s) Requirements: Degree in life sciences, Biology, Toxicology, Pathology, Animal Science or other related field 1-3 years’ laboratory experience in a preclinical research facility (CRO, pharmaceutical industry)Knowledge of Laboratory Information Management System(s) (LIMS) a plusGxP knowledge a plusHigh level of communication, organization and intercultural skillsGood knowledge of IT technology and IT methodologyMust be fluent in EnglishExcellent writing skillsStrong attention to detailAbility to work in a team and independentlyCustomer service orientation skills a plusAble to travel (approximately 10%... domestic and international) Job Type: Full-time Salary: CHF70,000.00 to CHF80,000.00 /year Experience: Biological Lab: 1 year (Preferred) Education: Bachelor's (Preferred) \",\n", + " 'soft_skills': '[\"Research\", \"Writing\", \"Service-Orientation\", \"Management\", \"Operations\", \"Consulting\"]',\n", + " 'hard_skills': '[\"User Story\", \"Life Sciences\", \"PD 5500 Standard\", \"Outsourcing\", \"Animal Science\", \"Industrialization\", \"Activism\", \"Maintainability\", \"Levelling\", \"Business Office Procedures\", \"Toxicology\", \"Productivity Improvement\", \"Localization\", \"Functional Specification\", \"Patentable Subject Matter\", \"Release Notes\", \"Biology\", \"Management Systems\", \"Personalization\", \"Information Management\", \"Laboratory Information Management Systems\", \"Validations\", \"Pharmaceuticals\", \"Pathology\", \"Software Development\", \"Community Organizing\", \"Test Script\", \"Job Descriptions\", \"Acceptance and Commitment Therapy (ACT)\", \"Acceptance Testing\"]',\n", + " 'languages': \"['English', 'Dutch', 'Luba-Katanga']\"},\n", + " {'company_id': '51',\n", + " 'job_title': 'data scientist',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'Publishing',\n", + " 'website': 'www.frontiersin.org',\n", + " 'jobdescription_embedded': '[[-3.23620260e-01 1.65432483e-01 5.47806978e-01 -9.65909287e-03\\n5.04691005e-01 -1.45443231e-01 -1.68182068e-02 3.73564124e-01\\n-1.41375095e-01 -2.55717307e-01 -1.63371891e-01 -3.02160978e-01\\n-3.07451673e-02 1.00709498e-01 7.07954466e-02 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In the last 3 years, Frontiers has massively invested in data acquisition and modeling, leading to the deployment of sophisticated data products to further accelerate its business. We are looking for a Data Scientist to join our data science team in Lausanne. Your main focus will be developing state-of-the-art machine learning algorithms for a variety of applications (e.g. computer vision, NLP, recommendations systems) to improve our editorial workflow. You will contribute to the “full-stack” of data science, from experimentation to deployment in production. You will work together with product owners, machine-learning engineers and data engineers in order to build machine learning products that can advance Frontiers’ business. We are a diverse team of people from over 30 different countries with offices in Lausanne, Madrid, London, Seattle and Beijing. We are smart, hungry, and fast moving; operating in small teams, with freedom for independent work and fast decision making. Responsibilities Development, optimization and evaluation of machine learning models and pipelines Technological review of data science solutions and communication to management Proactive identification of opportunities for potential products within Frontiers Requirements Degree in Computer Science, Statistics or similar Demonstrable experience in data modeling and machine learning prototype development Proficiency in Python, including its scientific/statistical/NLP/Computer vision packages (e.g. NumPy, SciPy, scikit-learn, spaCy, OpenCV) Experience with SQL Experience with deep learning frameworks (e.g. PyTorch, Keras, Tensorflow) Willingness to share and adopt best work practices on a common codebase Fluency in English and strong communication skills Familiarity with big data platforms (e.g. Spark, Azure Databricks) is a plus Familiarity with deployment tools (e.g. Docker, Flask) is a plus Expertise in the field of scientometrics is a plus Benefits: 25 days' vacation per year and Christmas office closure; Participation into the company's annual bonus scheme; Professional development opportunities; Plenty of social & fun benefits: Christmas party, summer barbecue, monthly happy hour; Fruits & snacks in the kitchen as well as much tea & coffee as you like; In-house well being activities including free weekly yoga; A huge variety of self-organized activities from ski trips and football to French club. How to apply Please submit your application in English. Applicants must be Swiss or EU citizen, or have a valid Swiss work permit.\",\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Proactivity\", \"Management\", \"Communications\", \"Operations\", \"Decision Making\", \"Socialization\"]',\n", + " 'hard_skills': '[\"Codebase\", \"Computer Science\", \"Data Modeling\", \"Statistics\", \"OpenCV\", \"Machine Learning\", \"Open Access\", \"Scikit-learn (Machine Learning Library)\", \"Recommender Systems\", \"Data Engineering\", \"Prototype (Manufacturing)\", \"NumPy\", \"Scheme (Programming Language)\", \"Activism\", \"Computer Vision\", \"Python (Programming Language)\", \"Yoga\", \"E (Programming Language)\", \"Experimentation\", \"Flask (Web Framework)\", \"Keras (Neural Network Library)\", \"Pipelining\", \"Investments\", \"Machine Learning Methods\", \"Professional Development Programs\", \"Data Science\", \"SpaCy (NLP Software)\", \"Docker (Software)\", \"Machine Learning Algorithms\", \"TensorFlow\", \"Deep Learning\", \"Big Data\", \"Data Acquisition\", \"Azure Databricks\", \"E-Tools\", \"Data Management Platforms\", \"SciPy\", \"PyTorch (Machine Learning Library)\", \"Workflows\", \"SQL (Programming Language)\", \"Adoptions\"]',\n", + " 'languages': \"['English', 'Marshallese', 'Flemish', 'Malay']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'software back-end engineer (m/w)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.71552032e-01 2.91270584e-01 3.82932365e-01 -6.69109868e-03\\n3.55228841e-01 -2.36295044e-01 2.26878119e-03 3.73446047e-01\\n-7.57382885e-02 -2.04707831e-01 -3.22159790e-02 -2.29785040e-01\\n-3.30118656e-01 -6.83388487e-02 1.30850390e-01 4.15461659e-01\\n2.63428152e-01 1.37489960e-01 -2.57047325e-01 3.84930313e-01\\n2.22024724e-01 -7.94562511e-03 -2.06433833e-01 6.13091886e-01\\n4.15168166e-01 6.67720009e-03 -1.12058461e-01 7.38009950e-03\\n-3.43387604e-01 -2.87937373e-01 3.34174991e-01 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(used by our own front-end and by third-party applications) - Collaborate closely with fellow engineers, data scientists, and business people - Contribute your ideas to our product development and system architecture Requirements: - BSc or MSc in Computer Science or equivalent - Proficiency in at least one object-oriented programming language (preferably Python) and at least one scripting language - In-depth understanding of basic data structures and algorithms - Familiarity with software engineering best practices (clean code, code review, test-driven development, ...) and version control systems - Experience with web development, API design, and third-party integration - Advanced knowledge of relational databases - Some experience with the technologies we’re using is a plus: - Python, Django, Flask, SQLAlchemy, Pytest - PostgreSQL, PostGIS - JavaScript, Angular, HTML5, CSS3, Bootstrap - Git, Bitbucket, CircleCI - Worked previously in ‘agile’ team(s) and are looking forward to doing it again, - Are comfortable working in English and German; you have a great read, good spoken command of it. Benötigte Skills Englisch JavaScript Angular HTML5 CSS3 Bootstrap PostgreSQL Python',\n", + " 'soft_skills': '[\"Collaboration\", \"Integration\"]',\n", + " 'hard_skills': '[\"Bitbucket\", \"Control Systems\", \"MSC Software\", \"Test-Driven Development (TDD)\", \"Agility\", \"Circleci\", \"API Design\", \"Computer Science\", \"Object Oriented Programming Language\", \"Good Agricultural Practices\", \"Data Engineering\", \"Version Control\", \"PostgreSQL\", \"Python (Programming Language)\", \"HTML5\", \"Systems Architecture\", \"Web Development\", \"Flask (Web Framework)\", \"Software Engineering\", \"Django (Web Framework)\", \"Object-Oriented Programming (OOP)\", \"Bootstrap (Front-End Framework)\", \"JavaScript (Programming Language)\", \"SQLAlchemy\", \"Code Review\", \"Adapter Scripting Language\", \"PostGIS\", \"Data Structures\", \"Front End (Software Engineering)\", \"Angular (Web Framework)\", \"Relational Databases\", \"Algorithms\", \"Git Flow\", \"Application Programming Interface (API)\", \"Agile Product Development\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'java software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.57583886e-01 2.24278361e-01 6.10608578e-01 -1.32473692e-01\\n5.40641129e-01 -2.66387910e-01 8.89475271e-03 4.58861977e-01\\n-1.72101825e-01 -3.97874653e-01 -8.91604796e-02 -2.91676521e-01\\n-8.50128308e-02 1.08348310e-01 1.90760925e-01 3.06241989e-01\\n2.47287810e-01 1.53054461e-01 -1.96567520e-01 3.35067272e-01\\n1.45332381e-01 -1.12508059e-01 -7.27547472e-03 7.02277780e-01\\n4.61279154e-01 2.71470379e-02 -1.81327716e-01 8.36401954e-02\\n-2.35679656e-01 -3.43126655e-01 4.10136104e-01 5.15991859e-02\\n-1.31657824e-01 -2.32896119e-01 1.05538338e-01 6.84699789e-02\\n-2.18084857e-01 -3.67332511e-02 -2.30334215e-02 2.25426018e-01\\n-5.01278996e-01 -1.63770318e-01 1.30645633e-01 6.71180561e-02\\n-1.26623824e-01 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This role is a permanent position based in Zürich or Bern Canton depending on candidate preference. Your role: Develop sophisticated web / JEE applications. Develop software & enterprise architectures. Design technical solutions in collaboration with customers. Making cost estimates. Contribute to the further development of software development within the business. Your Skills: Experienced in the development of solutions based on Java technologies / open source frameworks. Good knowledge in the following areas: JAVA frameworks for dependency injection O / R mapping & access control (Spring, Hibernate) JAVA application server (Tomcat, JBoss, WebSphere or WildFly) Spring & Vaadin JAVA Web technologies (JSF and PrimeFaces ) Client-side JavaScript UI technologies (Angular 2, React) JAVA UI technologies (JavaFX) Cloud technologies (Docker, Openshift, Kubernetes) Database technologies (Oracle, MySQL, Maria DB) Experience in agile software development is advantageous. Your Profile: Higher education in Computer Science. Self-driven, self-motivation, open-minded & solution-oriented. Cooperative, quality-focused & both customer & team-oriented. Analytical, conceptual & in possession of a quick understanding. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " 'soft_skills': '[\"Self-Motivation\", \"Team Oriented\", \"Cooperation\", \"Collaboration\", \"Positivity\"]',\n", + " 'hard_skills': '[\"MySQL\", \"OpenShift\", \"Kubernetes\", \"Computer Science\", \"Analytics\", \"Mobile Application Software\", \"Higher Education\", \"Vaadin\", \"Hibernate (Java)\", \"Primefaces\", \"WildFly (JBoss AS)\", \"Application Servers\", \"Software Engineering\", \"React.js\", \"Agile Software Development\", \"Open Source Technology\", \"Docker (Software)\", \"Conceptualization\", \"Enterprise Architecture\", \"Java Application Server\", \"Java Collections Framework\", \"Project-Based Solutions\", \"Access Controls\", \"Dependency Injection\", \"Cost Estimation\", \"R (Programming Language)\", \"JavaScript (Programming Language)\", \"JavaFX\", \"Receivables\", \"Angular (Web Framework)\", \"Technical Solution Design\", \"Java Web Services\", \"Software Development\", \"Mapping\", \"Java (Programming Language)\", \"Apache Tomcat\", \"JSF 2\", \"Cloud Technologies\"]',\n", + " 'languages': \"['English', 'Slovak', 'Cree', 'Telugu']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'business application analyst (m/f)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.95008665e-01 3.99013340e-01 4.29643035e-01 6.23621792e-02\\n6.08087063e-01 6.52238876e-02 1.04930684e-01 1.14952393e-01\\n7.00906217e-02 -2.68205762e-01 -1.38870880e-01 -1.20139062e-01\\n-5.62866032e-02 -7.93280452e-02 1.21173106e-01 4.18069065e-01\\n3.15848827e-01 -5.43995164e-02 -3.28657031e-03 2.79873222e-01\\n-5.72428331e-02 8.00456665e-03 2.15325020e-02 5.92675447e-01\\n4.05653894e-01 1.20013863e-01 -3.50275636e-02 1.12025894e-01\\n-2.48493224e-01 -3.62214535e-01 3.75085354e-01 3.69461626e-02\\n-2.33532578e-01 -3.03215653e-01 6.88816160e-02 1.64522588e-01\\n-1.85275301e-01 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Supervise end users in order to ensure a proper understanding of internal Business Processes (Trading, Shipping, Finance, Legal, Cross-functions) - Provide support to Trading and Operations team in their usage and ramp-up on the Application (training, coaching, change management) - Supervise end users application’s usage in order to guarantee the efficient use of the software - Coach and Train new comers in the understanding of our processes and a proper usage of the applications related to the function of the employee. - Perform review on application usage and data quality and trigger necessary training or process improvements - Define and Implement Projects for new requirements and/or evolution of the applications - Manage the continuous improvement of our Business processes: - Help in ensuring the defined IS applications matches the business requirements of internal departments - Review Processes supported by IS systems and work in coordination with the functional departments to propose processes/Systems changes. - Specify and implement necessary system changes - Manage the testing phases and ensuring quality performance with the external developers involved in various IS improvement projects - Lead Change Management with the users whilst implementing change - Get user-feedback and trigger necessary tasks or subprojects to reach a balance between Processes, Controls, user satisfaction and capability/cost efficiency of the IS Solution - Follow-up on processes implemented, new and existing, and ensure continuous improvement - Identify user needs for reporting and implement them once specified and approved - With the support and in relation with the Business Process Owners, review the processes defined by each BPO and ensure our Operating Model is updated - Manage specific and ad-hoc IS/IT Projects - Gather Requirements and Objectives of the Project - Manage the different Project Phases from Requirements till post-support implementation - Ensure a proper handover and transition of Project deliverables to the employees (Training, support of employees on requests) Profile required: Educational Background / Qualifications: - Degree in Computer science with experience in project management - Secondary Education in cross functional areas Technical Skills: - CRM Systems (SalesForce, Oracle) - Good knowledge of Reporting systems and Business Intelligence tools (IBM Cognos, Quickview,..) - General understanding of main ERP functionalities (SAP) - Scripting language (SQL, JavaScript, any other scripting languages) - First experience on Mobility and Mobile Apps development Experience required: - Good knowledge and practice in usage of CRM, ERP and Reporting software - Ability to successfully identify strengths and areas of improvement in processes and further lead change management across all functional departments - Experience in project management, as well as implementation and deployment of IS systems - Technical ability in managing directly small evolutions in the current Applications - Ability to perform specific adhoc analysis and queries through systems to assess usage and provide reports, dashboard, KPIs - Proven capabilities in coaching, training and development Competency profile: - Good knowledge and practice in usage of CRM, ERP and Reporting software - Ability to successfully identify strengths and areas of improvement in processes and further lead change management across all functional departments - Good experience in project management, as well as implementation and deployment of IS systems - Technical ability in managing directly small evolutions in Applications - Ability to perform specific adhoc analysis and queries through systems to assess usage and provide reports, dashboard, KPIs Interpersonal competencies / communication - Service-oriented - Communication capability with specialists and non-specialists (oral and written) - Listening skills - Ability to manage diversity and complexity of processes - Negotiation/conflict resolution skills - Reactivity - Time management skills - English professional. Good German. Any other language is a plus Benötigte Skills Englisch Projektleitung Qualitätssicherung CRM ERP Oracle Cognos SAP SQL JavaScript Requirements Engineering Schulung Strategie',\n", + " 'soft_skills': '[\"Negotiation\", \"Professionalism\", \"Supervision\", \"Management\", \"Listening Skills\", \"Operations\", \"Training And Development\", \"Time Management\"]',\n", + " 'hard_skills': '[\"Data Quality\", \"QuickView\", \"Business Intelligence Tools\", \"Ad Hoc Testing\", \"Computer Science\", \"Customer Relationship Management (CRM) Software\", \"Asynchronous Serial Communication\", \"Process Automation Systems\", \"Reactivity\", \"Process Improvements\", \"Performance Review\", \"Mobile App\", \"SAP Sybase SQL\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Secondary Education\", \"Dashboard\", \"Business Intelligence\", \"Mobility\", \"Process Control\", \"Business Requirements\", \"MFG/Pro (ERP)\", \"Cross-Functional Coordination\", \"Finance\", \"Business Process\", \"SAP Functional\", \"Specific Performance\", \"Requirements Engineering\", \"JavaScript (Programming Language)\", \"Continuous Improvement Process\", \"Implement Projects\", \"Adapter Scripting Language\", \"User Feedback\", \"Project Management\", \"Scripting\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"Diversity Management\", \"SQL (Programming Language)\", \"Technical Support\", \"International Business\", \"Conflict Resolution\", \"Change Management\"]',\n", + " 'languages': \"['English', 'Welsh', 'Swedish']\"},\n", + " {'company_id': '62',\n", + " 'job_title': 'project manager for training, media and communication in global logistics',\n", + " 'location': 'Chuang-li',\n", + " 'industry': 'Industrial Manufacturing',\n", + " 'website': 'www.hilti.com',\n", + " 'jobdescription_embedded': '[[-8.40743482e-02 2.58469582e-01 4.16815966e-01 1.25929350e-02\\n5.25840521e-01 -4.37766649e-02 6.82556182e-02 3.49865973e-01\\n-3.04325055e-02 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You can drive, lead and implement global logistics projects with focus on competencies and trainings. You design and create digital media supported communication materials to strengthen our offering in transfer of knowledge and communication in an effective, target group-oriented approach. Who is Hilti? If you’re new to the industry, you might not have heard of us. We provide leading-edge tools, technologies, software and services for the global construction sector. We have a proud heritage, built over 75 years, and a worldwide reputation for pioneering products and exceptional service. With some 29,000 people in more than 120 countries, which we’re looking to expand, we’re a great place for you to show us your worth, step up to new challenges and grow your career. What does the role involve? You lead and drive project execution within global logistics where design tasks play a key role. You drive the learning experience of your stakeholders through training program and platform design. You ensure proper implementation including hand-over and trainings to the end users. You know which methods contribute to understanding a communicative problem in all its complexity. You formulate precise communication goals and define the working steps necessary to achieve a specific goal. Out of the box thinking and creativity helps to find innovative solutions. You design required film and picture material to serve your stakeholders requirements. After a sound analysis and fact base of the as-is situation you define the required steps to achieve the targeted solution. You manage the change with different stakeholder groups and communicate regularly to our management team. Our department drives overarching, cross-functional initiatives in a global set-up and it’s your opportunity to be part of this. What do we offer? Show us what you’re made of and we’ll offer you opportunities to move around the business – to work abroad, experience different job functions and tackle different markets. It’s a great way to find the right match for your ambitions and achieve the exciting career you’re after. We have a very thorough people review process, unlike any we know of in any other business. We screen everyone in the company in a yearly career performance matching process. It means we can pair talent with opportunities - developing our people in their current roles or challenging them to work in new ways or in new places. It’s how we find the right fit and further our teams personally and professionally. Additionally, we offer you a competitive salary and a wide range of benefits, these may include day care for your kids or a free in-house gym. Why should you apply? Within this role you have a unique chance to connect with many people in a wide variety of roles across our global organisation. Hilti's unique company culture stands for an ambitious but caring working environment. If you are looking to develop your career with a global player and international innovation driver and want to be part of a great, international team, we strongly appreciate your application. What you need is: A University degree ideally in Supply Chain or Media related Arts and Design Excellent networking and interpersonal communication skills Experience in project management, film production, photography and interactive design Ideally functional expertise in logistics and/or communications Fluent in English any other language a clear benefit\",\n", + " 'soft_skills': '[\"Professionalism\", \"Construction\", \"Interpersonal Communications\", \"Management\", \"Communications\", \"Distributed Team Management\", \"Innovation\", \"Creativity\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Stakeholder Requirements\", \"Global Logistics\", \"Supply Chain\", \"Industrialization\", \"European Training Programs\", \"Films\", \"Digital Media\", \"Idealization\", \"Executable\", \"Hostile Work Environment\", \"TARGET 3001!\", \"Cross-Functional Coordination\", \"Logistics\", \"Personalization\", \"Product Photography\", \"Project Management\", \"Interactive Design\", \"Additives\", \"Derivatives\", \"Media Relations\", \"Business Development\"]',\n", + " 'languages': \"['English', 'Macedonian']\"},\n", + " {'company_id': '4',\n", + " 'job_title': 'embedded software engineer',\n", + " 'location': 'Baden',\n", + " 'industry': 'Electrical & Electronic Manufacturing',\n", + " 'website': 'www.abb.com',\n", + " 'jobdescription_embedded': '[[ 9.44455937e-02 8.19157958e-02 5.63502014e-01 -5.08848056e-02\\n3.50969344e-01 -2.76040912e-01 1.35221630e-01 4.39686060e-01\\n-7.29296496e-03 -5.64344585e-01 1.68385301e-02 -3.31927925e-01\\n-7.71635994e-02 3.30822080e-01 7.84534141e-02 4.18443978e-01\\n2.33627394e-01 2.24189907e-01 -5.43862756e-04 3.76309365e-01\\n3.00296783e-01 -1.11178532e-01 3.19490731e-01 7.81470060e-01\\n5.00186384e-01 -6.43389253e-03 -2.03709714e-02 -7.39227235e-02\\n-1.69755980e-01 -1.86947197e-01 4.51649994e-01 -6.46332875e-02\\n-4.97290678e-02 -3.76096576e-01 1.77508175e-01 -1.00913970e-02\\n-3.07140112e-01 -3.19499522e-01 -4.56102341e-02 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Do you combine an excellent understanding of software engineering with the ability to improve your skills continuously as technology evolves? Imagine what we could achieve together. Join us!Your responsibilitiesYour backgroundMore about usBring your very own sense of pride and purpose as you help us drive forward the Fourth Industrial Revolution – creating a sustainable future for our planet, and your career. Join ABB and harness the power of our diverse global network, as you collaborate with and learn from our world-class teams. Above all, challenge yourself every day. Let’s write the future, together. It is an exciting time to join ABB Power Grids. ABB and Hitachi have signed an agreement to create a joint venture (JV). By combining ABB Power Grids’ with Hitachi’s complementary strengths, we plan to form a new and stronger global leader in the power sector. ABB Power Grids and Hitachi will have more than 230 years of combined heritage and experience. Together, we will be well-positioned to shape the future of energy, with pioneering technologies, as the partner of choice for enabling a stronger, smarter and greener grid. The transaction is expected to be completed by the first half of 2020, subject to regulatory approvals. Join us on this exciting journey. Interested in joining our team? If so, we look forward to receiving your full application (motivation letter, CV, references) only via our online careers tool. A better world begins with you at www.abb.com/careers ABB Switzerland Ltd. Tamara Hofmann Talent Partner Phone: +41 79 627 53 03 www.facebook.com/ABBCareer www.xing.com/companies/abbschweizag www.linkedin.com/company/abb www.instagram.com/abbcareer',\n", + " 'soft_skills': '[\"Collaboration\", \"Writing\", \"Planning\"]',\n", + " 'hard_skills': '[\"Automation\", \"Tooling\", \"Imagine (3D Modeling Software)\", \"Receivables\", \"Library For WWW In Perl\", \"Component Object Model (COM)\", \"Sustainability\", \"Embedded Software\", \"Joint Ventures\", \"Software Engineering\", \"Industrialization\"]',\n", + " 'languages': \"['English', 'Zulu']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.88269430e-01 2.94415712e-01 4.65653837e-01 3.20367999e-02\\n4.92364705e-01 -2.39974439e-01 4.56440225e-02 4.08633798e-01\\n-6.60782233e-02 -3.07340473e-01 -4.99879420e-02 -3.57966393e-01\\n-9.61383581e-02 5.20589724e-02 1.92756921e-01 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English and German Benötigte Skills SQL Server ETL Python Python Englisch',\n", + " 'soft_skills': '[\"Self-Motivation\", \"Problem Solving\"]',\n", + " 'hard_skills': '[\"Cloud Services\", \"Front End (Software Engineering)\", \"Dimensional Modeling\", \"Data Warehousing\", \"Python Server Pages\", \"Back End (Software Engineering)\", \"SQL Server Integration Services (SSIS)\", \"Python (Programming Language)\", \"Maintainability\", \"Computer Science\", \"AWS Directory Service\", \"Analytics\", \"Microsoft SQL Servers\", \"Big Data\", \"End Systems\", \"Extract Transform Load (ETL)\", \"Adapter Scripting Language\"]',\n", + " 'languages': \"['English', 'Venda']\"},\n", + " {'company_id': '50',\n", + " 'job_title': 'software engineer javascript - electron',\n", + " 'location': 'Lausanne',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.16984361e-01 2.47328326e-01 4.60690200e-01 -3.80829582e-03\\n4.87593353e-01 -2.68072516e-01 8.08769986e-02 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This application will create added value outputs for our customers. You have a strong knowledge of HTML5/CSS/JavaScript technologies, love TypeScript even more and want to use it to build a cutting edge desktop application. You are familiar with terms like unit tests, integration tests, regression tests and stress tests. You know when good is “good enough” and where to take a closer look. RESPONSIBILITIES: Define, architecture, build, maintain and document our Electron based desktop application Write robust, stable, reliable and maintainable code within committed time frames Develop for testability, ensure software quality, and contribute to test automation/CI infrastructure development and maintenance. Contribute to end-to-end test in typical customer scenarios as well as stress and scale scenarios Deliver fixes for defects and regressions Integrate Flyability low level APIs in the Electron application YOUR PROFILE: 3+ years experienced full stack web developer BS/MS degree in Computer Science or related disciplines Highly Proficient in ES8+ JavaScript, HTML5, CSS You have a passion for building products with great UX Experience with Node.js and Webpack Know how to create a RESTful APIs, including secure authentication Strong knowledge and experience with modern database technologies Familiar with agile methodologies You have excellent communication skills and like challenging the status quo Previous experience of Electron based app development is a major plus Prefer TypeScript over JavaScript is a major plus Experience with one of the following JavaScript frameworks is a plus: Vue.js, React.js, Angular.js or other Experience with other programming language like C++ or Java is a plus Previous experience writing C++/node wrapper is a plus Previous experience with subscription system is a plus 3D graphics (three.js/WebGL/OpenGL) programming experience is a plus In addition to your passion for high tech products, and your motivation to work in a challenging and innovative environment, you can be represented by the following traits: Team player, willing to collaborate with multicultural people from various horizons Passion for web technologies Problem-solving mindset, hands-on, proactive and willing to take ownership Strong commitment to quality, architecture and documentation Flexible and self-motivated with a strong desire to learn Sensitive to the user’s point of view, willing to improve the overall user experience Fluent in English, French would be a plus',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Self-Motivation\", \"Writing\", \"Collaboration\", \"Proactivity\", \"Infrastructure\", \"Problem Solving\", \"Reliability\", \"Integration\", \"Innovation\"]',\n", + " 'hard_skills': '[\"Secure Password Authentication\", \"KM Programming Language\", \"Programming (Music)\", \"Cascading Style Sheets (CSS)\", \"Value-Added Services\", \"Unit Testing\", \"Computer Science\", \"Vue.js\", \"JavaScript Engine\", \"TypeScript\", \"Scale (Map)\", \"C++ (Programming Language)\", \"Node.js\", \"Maintainability\", \"HTML5\", \"High Tech Manufacturing\", \"Test Automation\", \"Web Development\", \"Software Engineering\", \"React.js\", \"Software Quality (SQA/SQC)\", \"Webpack\", \"Agile Methodology\", \"Three.js\", \"Electronics\", \"Testability\", \"WebGL\", \"JavaScript (Programming Language)\", \"JavaScript Frameworks\", \"Cardiac Stress Tests\", \"Angular (Web Framework)\", \"3D Graphic Design\", \"Additives\", \"User Experience\", \"Maintaining Code\", \"Java (Programming Language)\", \"Joint Test Action (IEEE Standards)\", \"OpenGL\", \"RESTful API\"]',\n", + " 'languages': \"['English', 'Assamese']\"},\n", + " {'company_id': 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Mission and activities Implement advanced statistical and data analysis tools related to Nanolive Core Technology and Quantitative biology applicationsImplement environment development and architecture in PythonValidate proofs of concepts through modelling and simulationPrepare test protocols, run tests and analyse resultsDocument work results with Python notebooks or similar reports Required Master’s or PhD degree in Computational Science, Mathematics, Engineering or related area.Experience in Python scientific codingExperience in big data managementStrong background in Mathematics, Physics or Biology An Asset Experience with CI/CD, source management & djangoKnowledge of unit testingKnowledge of hdf5, java programming, image analysis Key asset of the candidate Have a team player spirit, a quick perception, and a resourceful and fast-learning mindsetHave a strong sense of commitment and responsibility to respect planning and qualityHave a high analytical capacity and an adaptable, autonomous, rigorous and service-oriented mindsetHave effective communication in English (both written & oral – including technical documentation) What we offer You will get the opportunity to work in a fast-growing scale-up environment with highly motivated, competent and experienced individuals, and make a real difference for our customers. You will be working with a cutting-edge technology and facing the exclusive challenge of making it accessible to a wide audience by implementing creative solutions. Interested? Please visit our website, then click on “Apply Now” and fill your application including your cover letter and CV. We do not accept any recruitment agencies. Job Types: Full-time, Permanent Experience: python: 1 year (Preferred)Big Data management: 1 year (Preferred) Education: Master's (Required) \",\n", + " 'soft_skills': '[\"Self-Motivation\", \"Adaptability\", \"Resourcefulness\", \"Planning\", \"Management\", \"Communications\", \"Creativity\"]',\n", + " 'hard_skills': '[\"Computational Science And Engineering\", \"Integrated Development Environments\", \"Accessioning\", \"Programming (Music)\", \"Computer Science\", \"Analytics\", \"Data Management\", \"Statistics\", \"Mathematical Sciences\", \"Scale (Map)\", \"Activism\", \"Python (Programming Language)\", \"Agile Edge Technologies\", \"Source (Game Engine)\", \"Image Analysis\", \"Mathematical Physics\", \"Biology\", \"Service-Oriented Modeling\", \"Big Data\", \"Technical Documentation\", \"Survey Data Analysis\"]',\n", + " 'languages': \"['English', 'Navaho', 'Kwanyama', 'Sango', 'Aymara']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'clinical data manager basel or geneva',\n", + " 'location': 'Basel',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.43991524e-01 2.85242081e-01 4.62841421e-01 1.99227966e-02\\n6.94778085e-01 -1.56374216e-01 -7.59084746e-02 1.50286024e-02\\n5.05998619e-02 -1.37084067e-01 -1.70611352e-01 -2.42785543e-01\\n9.61267203e-02 2.86597311e-01 7.53745288e-02 5.25513709e-01\\n2.94130743e-01 -5.45377210e-02 1.08797222e-01 1.44836098e-01\\n1.73172504e-01 -2.29952484e-01 2.33992785e-02 6.59537077e-01\\n2.34644532e-01 3.31432372e-02 -6.26116619e-02 9.01515931e-02\\n-2.85675704e-01 -2.41672039e-01 3.67392004e-01 2.34722719e-02\\n-1.82812825e-01 -2.20582113e-01 1.07994050e-01 2.53953129e-01\\n-2.81879961e-01 1.81317627e-01 -1.64238185e-01 9.83854234e-02\\n-5.59793353e-01 -2.30555341e-01 -1.83942273e-01 1.12524278e-01\\n-2.75563776e-01 -3.16240877e-01 1.90194637e-01 -5.93483075e-02\\n7.46725053e-02 1.95476666e-01 -4.01438028e-01 3.37381840e-01\\n-3.65407586e-01 -1.92945853e-01 2.48925090e-01 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-8.65434855e-02 -1.55017436e-01 7.46369883e-02\\n7.97446519e-02 3.58048677e-01 -1.92373782e-01 -2.03921288e-01\\n-4.24902022e-01 2.36916468e-01 -1.28424108e-01 2.55955994e-01\\n7.19210207e-02 3.83944631e-01 -1.55547619e-01 2.18073830e-01\\n3.66450667e-01 -1.65159777e-01 -2.92505741e-01 -4.39564705e-01\\n-1.74445257e-01 -7.92542920e-02 1.46334410e-01 -7.29630142e-02\\n1.74720407e-01 -3.97605479e-01 -1.52007505e-01 -2.94425905e-01\\n-2.23125577e-01 -4.01335359e-01 -5.22471294e-02 2.59413198e-03]]',\n", + " 'job_description': 'For one of our clients, we are lookinf for a Clinical Data Manager Reporting to the Head of Clinical Data Management, the selected candidate will collaborate with the team with the objective of making clinical data, coming from different sites, available for the analysis and decisions of our Clinical Science and Medical professionals. Key responsibilities Lead and coordinate all data management activities from study start up through database lock and perform vendor oversight for outsourced activities. Lead the development and revision of Data Management Documentation, such as Case Report Form (pCRF or eCRF), Study Validation Plan (SVP), Data Management Plan (DMP), Data Validation Plan (DVP), Data Management Report (DMR), EDC specifications, reports, throughout the lifecycle of the project and ensures compliance with established SOPs, GCP and international regulatory guidelines. Develop Data Transfer Agreement (DTA) between XXXXXX and vendors and reconcile data within the Clinical Database. Develop test scripts and execution logs for User Acceptance Testing (UAT), coordinate UAT of eCRF build and validation documents. Provide Clinical Data Management support to Clinical Operations, Project Management, Drug Safety, Clinical Science and Biostatistics team. Provide input and review clinical documents such as Protocols, Clinical Study Reports, Laboratory Analysis Plan and Statistical Analysis Plan. Provide training on study trial tools and create user guides. Assist in definition and design of CDISC compliant data listings, summary table validation, data specifications and/or process data transfers in preparation for statistical review. Coordinate the archiving / filing in TMF of study databases and CDM related documents. Assist in reconciling AE/SAE data in Safety database and/or other Data Collaborate with IT and Clinical Database Developers (DBD) to address Clinical application requests and/or changes to Clinical database systems, support development and implementation of new technologies. Participate in Clinical Trial Meetings, conference calls and/or meetings with vendors. Develop, revise and maintain standard operating procedures and working instructions Coaching and mentoring of other CDM staff and newcomers Skills and competencies Strong Clinical Data Management experience is required, gained in pharmaceutical industry, CRO or Life Science related industry. Ability to coordinate the data management activities with the project team, prioritize multiple tasks and manage time efficiently. Detail oriented, solution oriented with excellent organizational and communication skills. Knowledge of CDISC standards. Knowledge of RDBMS, clinical database applications, SQL, SAS, Excel, Access, VBA. Fluent in English is required. Working knowledge of Good Clinical Practices, Clinical research, Clinical trial process and related regulatory requirements and terminology. Understanding of the research environment and good knowledge of global regulatory requirements such as ICH GCP and CFR 21 part 11',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Research\", \"Professionalism\", \"Collaboration\", \"Coordinating\", \"Decisiveness\", \"Planning\", \"Time Management\", \"Operations\", \"Detail Oriented\", \"Prioritization\"]',\n", + " 'hard_skills': '[\"Development Testing\", \"Clinical Document Architecture\", \"Database Application\", \"Tooling\", \"Accessioning\", \"Clinical Laboratory Science\", \"Data Validation\", \"Life Sciences\", \"Data Management\", \"Statistics\", \"SAS (Software)\", \"Clinical Trials\", \"System Support\", \"Standard Operating Procedure\", \"Outsourcing\", \"Database Development\", \"Statistical Coupling Analysis\", \"Industrialization\", \"Case Report Forms\", \"Good Clinical Practices (GCP)\", \"File Archiver\", \"Activism\", \"Maintainability\", \"Executable\", \"Clinical Practices\", \"Validation Master Plan\", \"Data Management Plan\", \"Biostatistics\", \"User Guide\", \"Clinical Research\", \"Activity Manager\", \"Revisions\", \"Clinical Data Warehouse\", \"Clinical Data Management\", \"Database Systems\", \"Validations\", \"Pharmaceuticals\", \"Instructing\", \"Locks\", \"Clinical Study Reports\", \"Google Cloud Platform (GCP)\", \"Data Transfer Object\", \"Project Management\", \"Test Script\", \"Industrial Relations\", \"Title 47 CFR Part 15\", \"Electronic Data Capture (EDC)\", \"Data Processing\", \"SQL (Programming Language)\", \"Regulatory Requirements\", \"Acceptance Testing\"]',\n", + " 'languages': \"['English', 'Telugu']\"},\n", + " {'company_id': '17',\n", + " 'job_title': 'data science manager f/m switzerland',\n", + " 'location': 'Switzerland',\n", + " 'industry': 'Consulting',\n", + " 'website': 'www.axxiome.com',\n", + " 'jobdescription_embedded': '[[-2.45921910e-01 3.64944696e-01 5.66830039e-01 -4.42552194e-03\\n6.07137740e-01 -3.58532816e-02 -7.13070855e-04 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Axxiome is a name synonymous with quality and value for financial services organizations that are looking to improve or build upon their IT operations. With offices and subsidiaries in many countries across 4 continents, Axxiome excels in transforming legacy banking and insurance platforms to modern solutions and is considered a leader in implementation and integration of digitization initiatives across the globe. In Cooperation with the Business Engineering Institute St.Gallen AG (BEI AG) we are building up a Data Science team for financial services. Innovation based on science and projects will lead us to success. BEI AG is the leading company for turning knowledge gained from research and science into practice-oriented consulting and innovative solutions. Join our team as DATA SCIENCE MANAGER F/M SWITZERLAND JOB DESCRIPTION As Data Science Manager you will manage a team of 3-5 highly educated and experienced data science analysts and developers, collaborate with the BEI AG and be responsible with your team for innovation and accurate data collection, processing, modelling and analysis to drive business. Lead data science projects end to end and coordinate functional teams/developers of 3-5 employees Mine, analyze customer data to drive optimization and improvement of products, marketing techniques and business strategy with your team Develop/use predictive statistics behavioral or other models by machine learning and/or traditional statist. modeling techniques to increase and optimize customer experience and revenue generation Develop data models, algorithms, tools and methods Applied knowledge of the configuration options of modules within or across packages to functional solutions using detailed knowledge of package capabilities to meet business requirements Create showcases how BI data can help to facilitate and drive business decisions focused on Financial Services Industries Connect findings to business initiatives and approach customer at various management levels to create opportunities REQUIREMENTS Master’s degree in engineering, computer science, physics, math or economics Familiar with the principles of modelling 5 years of experience Project Management SQL database management and maintenance skills Several years developing sustainable customer relations Fluent in German and English ADDITIONAL AS A PLUS Machine Learning, AI Python; R and/or SPSS knowledge or equivalent tools WE OFFER Unleash your potential in an international company with flat hierarchies. Enjoy a maximum of personal freedom. A structured onboarding process ensure that our new hires get familiar with Axxiome, receive right tools and feel seen and accountable. An attractive salary model with performance-based bonuses, a generous home office regulation, a company car for private use and other benefits of a modern consulting company round off our offer to you. As a top performer, you also participate directly in the company’s success through an investment model. To ensure that your knowledge is always “state-of-the-art”, you regularly take part in internal and external training courses. An intensive training and a regular coaching enable you to reach your personal goals. YOUR APPLICATION Please apply online with your complete set of documents, including your desired salary and your possible starting date at recruiting.dach@axxiome.com. For any questions please don’t hesitate to contact Hardy Schwarzer, Recruiting Manager Europe at Axxiome (hardy.schwarzer@axxiome.com, +49 151 27 655 588).',\n", + " 'soft_skills': '[\"Research\", \"Cooperation\", \"Collaboration\", \"Coordinating\", \"Decisiveness\", \"Management\", \"Accountability\", \"Operations\", \"Integration\", \"Innovation\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Computer Science\", \"Statistics\", \"Prediction\", \"Technological Change\", \"Business Strategies\", \"Financial Services\", \"Sustainable Development\", \"Service Level Management\", \"Onboarding\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"M (Programming Language)\", \"Customer Data Integration\", \"Performance Based Contracting\", \"Process Modeling\", \"Statistical Modeling\", \"SQL Plan Management\", \"Investments\", \"Machine Learning Methods\", \"Data Science\", \"Business Requirements\", \"Logical Data Models\", \"Digitization\", \"R (Programming Language)\", \"Personalization\", \"Physics\", \"Receivables\", \"Service Innovation\", \"Modulation\", \"Economics\", \"Product Marketing\", \"Banking\", \"Project Management\", \"Algorithms\", \"Customer Experience\", \"Service Industries\", \"Additives\", \"Data Collection\", \"Job Descriptions\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"New Hire Orientations\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '114',\n", + " 'job_title': 'internship aircraft data analytics (all genders)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Airlines',\n", + " 'website': 'www.swiss.com',\n", + " 'jobdescription_embedded': '[[-2.29393035e-01 4.43029404e-01 4.40452278e-01 -3.24731357e-02\\n5.66313446e-01 -2.51350254e-02 1.98204517e-02 3.56611371e-01\\n1.22777298e-02 -4.18628752e-01 -1.67430475e-01 -2.36365825e-01\\n4.61913869e-02 -1.03002936e-02 1.74019262e-02 4.89437640e-01\\n3.65228653e-01 -6.94839749e-04 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Within this department, you give support to Operational Engineering, Flight Safety and Aircraft Systems Engineering with various flight data analyses. Furthermore, the department is in charge of developing and monitoring the Aircraft Data Acquisition System (ADAS). Your Duties Process aircraft recorded data for visualization and analytical purposes of various kinds and scopes. Discover and visualize (e.g. Tableau) data trends and possible aircraft system malfunctions through dedicated data analytics. Translate the technical understanding of an Aircraft Systems Engineer to the developers’ programming language for the development of specific applications in collaboration with the development team. Collaborate with Aircraft Systems Engineers, pilots and data scientists in order to build stable applications, ready for operation and suitable for predictive maintenance. Coordinate and implement, together with data owners, the needed processes and governance procedures to accurately define and ensure the overall data flow. Act as a point of contact within SWISS for questions and / or requests regarding predictive maintenance applications and data analytics in general. Support the knowledge management within the different departments at SWISS and LH Group that is needed to understand and maintain the data environment needed for data analytics. Proactively identify opportunities for new data analytics projects in strong collaboration with Aircraft Systems Engineering and the reliability team. Your profile Finished Bachelor or Master degree in Engineering, Mathematics, Data Science, IT or related Fluent German and English language skills (written and oral) Good knowledge of MS Office applications and programming (experience with Python or R is regarded as an advantage) Tableau knowledge is an asset Stress resistant, able to work under high pressure Strong analytical and presentation skills Distinctive consulting skills, flexibility and communication skills at all levels Objective oriented person Interest in / Fascination for aviation and the airline industry Details Employment level: 100% Work place: Zurich Kloten Starting date: March 15. 2020 Duration: 6 months Salary: CHF 2,500.- gross per month with a Bachelor’s Degree CHF 3,000.- gross per month with a Master’s Degree Contacts Technical Doc. & Data Engineering: Mr. Michael Wolf Recruiting Support: Tel. +41 44 564 22 66, recruiting.services@swiss.com You may apply in English or German. About Swiss International Air Lines AG It’s the little differences that make working at SWISS so appealing. The fact, for example, that we treat every detail with care, see quality in terms of hospitality and view nationality through an international lens. In a similar way, we see variety as richness, a job as an experience and SWISS as a world of inspiration. You, too, will be stimulated in our special working environment – one in which, wherever you are, you’ll always feel: Truly SWISS .... where people matter. www.swiss.com',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Collaboration\", \"Proactivity\", \"Coordinating\", \"Governance\", \"Hospitality\", \"Operations\", \"Reliability\", \"Presentations\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Predictive Maintenance\", \"Tableau (Business Intelligence Software)\", \"KM Programming Language\", \"Programming (Music)\", \"Systems Engineering\", \"Analytics\", \"Data Engineering\", \"Industrialization\", \"Visualization\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Chrysler LH Platform\", \"Maintainability\", \"E (Programming Language)\", \"Levelling\", \"Translations\", \"Aircraft Records\", \"Knowledge Management\", \"Data Processing Systems\", \"Data Science\", \"Library For WWW In Perl\", \"Personalization\", \"R (Programming Language)\", \"Service Level Objectives\", \"Quantitative Data Analysis\", \"Appeals\", \"Aviation\", \"Application-Specific Information\", \"Data-Flow Analysis\", \"Acceptance and Commitment Therapy (ACT)\", \"Controllability\", \"General Administrative Support\"]',\n", + " 'languages': \"['English', 'Swedish', 'Marathi', 'Ganda', 'Sinhalese']\"},\n", + " {'company_id': '88',\n", + " 'job_title': 'embedded software / firmware engineer',\n", + " 'location': 'Novazzano',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.13615626e-01 3.17603946e-01 4.27932680e-01 -1.25628533e-02\\n4.90105957e-01 -2.43438557e-01 -1.54078931e-01 2.02477500e-01\\n4.33974117e-02 -3.79182458e-01 -1.06364094e-01 -1.07854694e-01\\n-9.39297900e-02 3.13575529e-02 1.66416869e-01 5.32419205e-01\\n1.97336540e-01 -2.97122821e-02 -1.78777009e-01 3.57035637e-01\\n2.01637655e-01 -6.21538907e-02 1.81951001e-01 7.39068508e-01\\n2.49216363e-01 4.96998876e-02 8.57981592e-02 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“PE_EmbeddedSW_2019” He/she will be part of the embedded software design team, defining the design specification, coding and testing embedded software for complex low power, RF IoT devices. Main responsibilities Develop low level drivers, protocol stacks and low power applications software for both, RTOS and embedded Linux based platforms Promote new technologies, proactively looking at innovative protocols and solutions Qualifications University degree in Computer Science or Electronics Engineering or equivalent discipline Proven experience in architecture definition and software development in C/C++ for embedded applications Knowledge of IoT technologies and application protocols for embedded systems – such as CoAP, MQTT, LWM2M and data models Good knowledge of microcontrollers, in particular Cortex-M microcontrollers and peripherals Experience with embedded Linux platforms, such as RPI and BBB Experience with radio networking protocols such as 802.15.4, 6LoWPAN, IPv6, TCP-IP, ZigBee, Bluetooth Good knowledge of low power design techniques Experience in debugging and validating complex embedded systems and protocol stacks Ability to read schematics and debug at PCB level using typical lab equipment if needed Knowledge and experience on software engineering methodologies: lifecycle, quality assurance and testing techniques, continuous integration and continuous deployment technologies, Agile scrum methodology Knowledge of RF and IoT platforms Knowledge of embedded OS and embedded Linux platforms Proficient understanding of code versioning tools, such as Git Soft skills Flexibility, ability to prioritise activities and efficiently manage time, meeting deadlines Problem solving approach and ability to manage pressure Able to work cross-functionally in dynamic and international environments Effective communication in English (both written & oral – including technical documentation) If you want to employ your talent with us, have a look at our open positions and apply for the one that best fits your profile by writing to recruitment@pdxeng.ch. All job opportunities are intended for Paradox Engineering’s offices in Novazzano (Ticino, Switzerland). We offer Swiss Labour contracts and remuneration in line with candidates’ experience.',\n", + " 'soft_skills': '[\"Writing\", \"Proactivity\", \"Problem Solving\", \"Communications\", \"Innovation\", \"Quality Assurance\", \"Time Management\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Enterprise Application Software\", \"Computer Science\", \"Continuous Integration\", \"Scholastic READ 180\", \"Cortex M\", \"IPv6\", \"Activism\", \"Electronic Engineering\", \"Linux\", \"Message Queuing Telemetry Transport (MQTT)\", \"M (Programming Language)\", \"Wireless Application Protocol (WAP)\", \"Design Specifications\", \"Levelling\", \"Agile Edge Technologies\", \"Scrum (Software Development)\", \"TCP/IP\", \"Embedding\", \"Remuneration\", \"Software Engineering\", \"C (Programming Language)\", \"6LoWPAN\", \"Embedded Systems\", \"Technical Documentation\", \"Power Supply Design\", \"Software Design\", \"Validations\", \"Software Development\", \"Radio Link Protocols\", \"Bluetooth\", \"Git Flow\", \"Embedded Software\", \"Zigbee\", \"Debugging\", \"Protocol Stack\"]',\n", + " 'languages': \"['English', 'Thai']\"},\n", + " {'company_id': '12',\n", + " 'job_title': 'software engineer (frontend)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.78922907e-01 3.55448157e-01 4.88102317e-01 -3.51948030e-02\\n4.67797935e-01 -1.70703396e-01 9.27720815e-02 3.92824143e-01\\n-9.62727610e-03 -4.02688235e-01 -1.11521326e-01 -2.64397591e-01\\n-2.05018103e-01 -2.62584928e-02 1.57824904e-01 3.75637710e-01\\n2.70717621e-01 1.05991788e-01 -2.43489340e-01 4.56669450e-01\\n1.17389515e-01 -1.64541304e-01 4.27792780e-02 6.05228186e-01\\n3.81771863e-01 -2.08762567e-02 -8.39423016e-03 -2.77622156e-02\\n-2.54470646e-01 -3.36419642e-01 4.04787600e-01 5.57277426e-02\\n-8.66845772e-02 -3.84343773e-01 1.30399317e-01 1.63941905e-01\\n-1.92733854e-01 6.47729859e-02 -1.13592103e-01 2.38667086e-01\\n-5.13946176e-01 -3.20402056e-01 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Join our agile engineering team and help us build our new Software as a Service platform for AI, Chatbots and business automation. Your Role Create stunning, highly interactive interfaces without losing focus on accessibility Find and solve user experience problems Design and implement code with a focus on robustness, scalability, reliability and performance Participate in DevOps strategy, including automation efforts and monitoring improvements Challenge our product and user experience designers Ensure high quality of our software products with Unit-, Integration- and End-to-End-Tests Work together in small, highly motivated, interdisciplinary teams and bring Machine Learning, Natural Language Processing and Chatbots to the cloud Turn our customers into fans You're offering these qualifications BS/MS degree in Computer Science, similar technical field of study or equivalent practical experience Very good knowledge of JavaScript, CSS3 and HTML5. Experience with Typescript is a plus. Good knowledge of Browser APIs Experience with one or more modern JavaScript frameworks including but not limited to: Vuejs, React or Angular Good knowledge of REST API architectures. You are feeling confident in working with one of the following languages: Python, Go, Java, Ruby or PHP An interest or understanding of at least one of the following: DevOps, Data Visualization, Software Architecture, User Experience Design or Interaction Design Very good communication (written and spoken) in German and English Valid work permission for Switzerland or Swiss/EU citizenship We're offering these benefits 6 weeks paid holiday Work in an agile environment The chance to solve very interesting challenges with cutting edge technologies Boost your skills and work with a highly skilled team \",\n", + " 'soft_skills': '[\"Written Communication\", \"Reliability\", \"Integration\"]',\n", + " 'hard_skills': '[\"Automation\", \"Accessioning\", \"Agility\", \"Natural Language Processing\", \"Interactivity\", \"Boost (C++ Libraries)\", \"Computer Science\", \"Machine Learning\", \"Interaction Design\", \"TypeScript\", \"Ruby (Programming Language)\", \"Python (Programming Language)\", \"Business Process Automation\", \"HTML5\", \"Agile Edge Technologies\", \"SARS Software Products\", \"Limiter\", \"PHP (Scripting Language)\", \"React.js\", \"Data Visualization\", \"Software as a Service (SaaS)\", \"Software Architecture\", \"JavaScript (Programming Language)\", \"Scalability\", \"User Experience Design (UX)\", \"JavaScript Frameworks\", \"Angular (Web Framework)\", \"Chatbot\", \"Experience Design\", \"User Experience\", \"Java (Programming Language)\", \"Application Programming Interface (API)\", \"DevOps\", \"RESTful API\"]',\n", + " 'languages': \"['English', 'Chuang', 'Yiddish', 'Guarani', 'Mongolian']\"},\n", + " {'company_id': '39',\n", + " 'job_title': 'supply chain data analyst (m/f)',\n", + " 'location': 'Reinach',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.28764436e-01 2.81232744e-01 5.46897054e-01 2.39168555e-02\\n4.87601131e-01 -6.08971901e-02 4.35195379e-02 4.44313020e-01\\n4.20789011e-02 -4.31067914e-01 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1.10420570e-01 -2.30183333e-01 -3.66632402e-01\\n-2.57155389e-01 -2.49119163e-01 1.22341822e-04 -7.09325895e-02\\n1.26313761e-01 -4.68478382e-01 -1.05692431e-01 -3.30885977e-01\\n-1.90472573e-01 -3.49994332e-01 -1.05137248e-02 -1.15497708e-01]]',\n", + " 'job_description': 'Discover your own perfect formula for job satisfaction Our facility in Reinach is currently looking for a Supply Chain Data Analyst (m/f) Endress+Hauser is a global leader in measurement instrumentation, services and solutions for industrial process engineering. Despite employing over 14,000 people worldwide, we have remained a family company, and are proud of our close-knit working environment. There are always two sides to working with us - the professional and the personal. Together they add up to a more rewarding career, day in and day out. Role+Responsibilities Collect, analyze and interpret data from various systems (SAP, Data Warehouse, Transport Management System) for supply chain analytics Define new data collection approaches and improve existing ones Analyze patterns and trends in the data for supply chain improvements Visualize and report your derived findings Maintain supply chain master data and assure data quality Qualification+Profile Degree in Mathematics, Computer Science, Statistics or Economics Experience in data models and reporting packages Ability to analyze large datasets and create comprehensive reports An analytical mind with focus on problem-solving, attention to detail Strong verbal and written communication skills Strong knowledge of English Programming skills and experience with SQL, Oracle, Python, SAP BW, SAP analytics cloud, SAP HANA, Data lakes, Tableau Benefits + Perks You will find the security of working for an international family-owned company You will have a wide range of training opportunities You will get flexible working time You will come across a broad range of options for the reconciliation of family and working life Contact us + Apply If this position sounds appealing to you, we would like to hear from you. Please send your CV to Beatrice Jacob and state your salary expectations and earliest possible start date via our job portal at www.endress.com/career',\n", + " 'soft_skills': '[\"Professionalism\", \"Written Communication\", \"Problem Solving\"]',\n", + " 'hard_skills': '[\"Oracle SQL Developer\", \"Data Quality\", \"Tableau (Business Intelligence Software)\", \"Programming (Music)\", \"Computer Science\", \"Collections\", \"Analytics\", \"SAP HANA\", \"Statistics\", \"Supply Chain\", \"Survey Data Collection\", \"Visualization\", \"Computational Mathematics\", \"Industrial Processes\", \"Component Object Model (COM)\", \"M (Programming Language)\", \"Maintainability\", \"Python (Programming Language)\", \"Instrumentation\", \"Transport Management Systems\", \"Dataset\", \"SAP Project System\", \"Library For WWW In Perl\", \"Logical Data Models\", \"Management Systems\", \"Personalization\", \"Reconciliation\", \"Appeals\", \"Economics\", \"Data Lakes\", \"Derivatives\", \"Process Engineering\"]',\n", + " 'languages': \"['English', 'Igbo']\"},\n", + " {'company_id': '86',\n", + " 'job_title': 'full stack web application engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Security Services',\n", + " 'website': 'www.open-systems.com',\n", + " 'jobdescription_embedded': '[[-3.17957133e-01 3.46389115e-01 3.89491558e-01 -3.21595445e-02\\n5.47099888e-01 -2.52057105e-01 1.19775601e-01 4.27356750e-01\\n-2.69577876e-02 -4.45008129e-01 -1.14103749e-01 -2.02499047e-01\\n-8.60764459e-02 6.90063164e-02 1.94518670e-01 3.55485588e-01\\n3.41190726e-01 1.12909868e-01 -1.41569227e-01 4.89856005e-01\\n4.27033752e-02 -1.30995095e-01 4.85031717e-02 7.52265155e-01\\n4.26227689e-01 -3.18181980e-03 -8.98265168e-02 2.08703224e-02\\n-2.44165137e-01 -2.73249954e-01 3.26298892e-01 -1.04821555e-01\\n-7.59880915e-02 -4.93569523e-01 7.06598237e-02 6.10551722e-02\\n-2.48633206e-01 -9.26238373e-02 -1.26214534e-01 2.20894963e-01\\n-5.46437979e-01 -2.03694150e-01 9.57597792e-02 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As a Web Application Engineer, you will extend and improve the Mission Control Portal and thus help our customers to better manage and understand their global network security setups. Together with service engineers, UI designers, and product owners you discuss, shape, specify, and implement solutions that emphasise the value of strong IT security services, ease the operation of thousands of devices deployed across the planet, and provide intelligent insights into security-relevant data and processes. As part of the Mission Control team, you share operational duties with your colleagues. We expect you to bring the following skills to the table: ETH, university, or FH degree in Computer Science Experience in web application development on the client side (JavaScript, CSS3, HTML5, React) and the server side (Java, Spring) Familiarity with SQL and relational databases Basic knowledge of build and deployment environments (Atlassian Bamboo, Maven, Tomcat) Fluent in English and preferably German Furthermore, we expect basic knowledge and a high motivation to participate a coached training program in these areas: Knowledge of Linux operating systems Understanding networking in general and the major internet protocols Knowledge of network security concepts and practices You will join one of our small development teams that works with agile methods. The team will rely on you to focus on its goals and efforts as a team player while being able to work independently. At Open Systems we are passionate about what we do. We work in an environment in which innovative solutions, rapid development times, creativity and open communication are practiced and continuously fostered. The pursuit of technical advancement is at the center of our attention. You will be based at our office in Zurich (CH) and will get the opportunity to work out of our office in Redwood City (US) for a few months. We look forward to receiving your complete online application (letter of motivation, CV, diplomas/reference letters/transcript of records. Compress your application into two attachments). For further questions and inquiries about applications, please feel free to contact Helena Grimm at +41 58 100 10 10.',\n", + " 'soft_skills': '[\"Management\", \"Communications\", \"Operations\", \"Innovation\", \"Creativity\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Web Applications\", \"Agility\", \"Computer Science\", \"Compression\", \"Internet Protocols\", \"Atlassian Bamboo\", \"European Training Programs\", \"Rapid Application Development\", \"Linux\", \"HTML5\", \"Server-Side\", \"React.js\", \"Operating Systems\", \"Apache Maven\", \"JavaScript (Programming Language)\", \"Network Security\", \"Small Business Development\", \"Receivables\", \"Relational Databases\", \"Centering\", \"Network Security Services\", \"Java (Programming Language)\", \"Inquiry\", \"SQL (Programming Language)\", \"Web Application Development\", \"Apache Tomcat\", \"Controllability\", \"Open Systems SnapVault\"]',\n", + " 'languages': \"['English', 'Polish', 'Nepali']\"},\n", + " 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Develop tools for our internal teams (sales, support, operations, finance) to more efficiently run the business, and work closely with our mobile and UI-focused team members to integrate their front-ends with our backend services. Continuously improve and maintain systems to ensure we have high performance, up-time, and strong security in place. WHAT WE OFFER: AI leader: we offer a position at the top of the food chain when it comes to artificial intelligence, especially deep and machine learning in financial services. Modern way of working: we use the latest technologies and offer lots time flexibility to individual team members (it matters ‘what’ you do not ‘when’ in the day). Beautiful office in Zürich, Switzerland: a large open space with a great view on river Limmat to work, interact and socialize with other team members - very close to the train station. International start-up atmosphere: the company languages German and English – our team and Investors are very diversified and work internationally from Switzerland to Germany, from Singapore to Boston. Work with direct impact: Exciting backend challenges to solve that will have very direct impact on our product. Very little red tape. If you like to get things done using the latest in tech rather than talking about it, you'll feel right at home. You work directly with the CTO and other decision makers in the team (very little hierarchy). Great place to work: we are a business with strong values & beliefs - a great, warm-hearted team is waiting for you. Great team: we are very selective – and only hire the best chess players, cyclists or e-sports champions! ;-) WHO YOU ARE: Python is your language: Backend software developer with broad back-end programming skills in Python (Python is really a MUST!) You will also shape the whole architecture of services and data stores that you will eventually own and you have deep and machine learning skills. The ideal degree: Computer Science or related field Innovation: You thrive in a collaborative environment for Innovation involving different stakeholders and subject matter experts. Some financial knowledge would be great. Curiosity is key: We like to learn new, fail fast and explore new territories - so do you? The answer is ‘yes’. Entrepreneurial and Team player: you want to tackle something and write your own story and you have an entrepreneurial team driven mindset - then you'll find a team of like-minded people. HOW YOU APPLY: Interested? Then please send your CV to careers@privatealpha.ch including a short motivation letter /E-mail why you are the person who should take on this role. THE PRIVATE ALPHA TECHNOLOGY TEAM & YOUR IMPACT Private Alpha is a start-up based in Meggen and Zurich, Switzerland. The company revolutionizes how asset management decisions are made. The company is a leader in AI for investments in Switzerland and Germany. As a team member of the technology team, you will work very directly with our CTO and our other teams (product, growth, sales, support, etc.) to improve the experience for our end-customers as well as for our internal users of our technology. WHO WE ARE, THE PRIVATE ALPHA COMPANY: Private Alpha is building the next generation of decision making in asset management based on our AI platform “Caesar”. The technology is a multi-staged combination of financial market indicators for ideal asset allocation while formulating new investment insights through the use of AI. Private Alpha is a founder-owned company with strong investors that has recently won the prestigious award of most innovative FinTech at the Finanzsymposium Alpbach. The company was founded in 2017 and has two mutual funds run under its name. Friendship, respect and ‘radical transparency’ are key elements of the company culture. More insights on our company and our team can be found on LinkedIn and of course on our website.\",\n", + " 'soft_skills': '[\"Decisiveness\", \"Collaboration\", \"Operations\", \"Integration\", \"Decision Making\", \"Innovation\", \"Socialization\", \"Curiosity\", \"Sales\"]',\n", + " 'hard_skills': '[\"Python Server Pages\", \"Tooling\", \"Operations Support Systems\", \"Programming (Music)\", \"Interactivity\", \"Computer Science\", \"Machine Learning\", \"High Performance Computing\", \"Staging\", \"Mutual Fund\", \"Financial Services\", \"Open Space Technology\", \"Customer Development\", \"Python (Programming Language)\", \"Maintainability\", \"E (Programming Language)\", \"Investment Strategy\", \"Financial Market\", \"Investments\", \"Mobility\", \"Asset Classes\", \"Personalization\", \"Artificial Intelligence\", \"Transparency (Human-Computer Interaction)\", \"Asset Management\", \"Front End (Software Engineering)\", \"Indicators (Measuring Device)\", \"Back End (Software Engineering)\", \"Software Development\", \"Forecasting\", \"Operational Data Store\", \"Asset Allocation\", \"Custom Backend\", \"Food Chain\", \"Integrated Product Team\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'backend software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.68327808e-01 2.88997918e-01 6.06209219e-01 -1.18065082e-01\\n4.61353898e-01 -2.79566705e-01 7.50198439e-02 4.28451777e-01\\n-1.58580139e-01 -2.87194103e-01 -2.10660934e-01 -2.72109240e-01\\n-1.37108624e-01 9.40895546e-03 1.53204575e-01 2.60017008e-01\\n2.57712096e-01 1.21481925e-01 -1.62172824e-01 4.43335295e-01\\n2.33582944e-01 -1.39597714e-01 1.08493857e-01 6.06525242e-01\\n3.80916178e-01 9.60881822e-03 -1.27347082e-01 9.18973088e-02\\n-2.61318266e-01 -2.73511469e-01 3.99808526e-01 3.77342515e-02\\n-8.78955573e-02 -2.30336711e-01 1.55127779e-01 9.41094980e-02\\n-2.15945572e-01 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The role is a permanent position based in Zürich Canton. Your Role: Design & implement code with focus on robustness, scalability, reliability & performance. Participate in DevOps strategy, including automation efforts, monitoring improvements & transition to microservices. Work together in small & motivated interdisciplinary teams & bring Machine Learning, Natural Language Processing & Chatbots to the cloud. Ensure high quality of software products with Unit, Integration & End-to-End Tests. Your Skills & Experience: Very good experience with one or more general purpose programming languages including but not limited to: Python, JavaScript, Java 8+ (Spring, Hibernate/JPA), Ruby or Go. Sound knowledge of relational databases (SQL). Good knowledge of micro-service & REST API architectures. An interest or understanding of at least one of the following: DevOps, Software Architecture, Machine Learning & Natural Language Processing, Business Intelligence & Data Warehouse- Your Profile: University Degree in Computer Science or equivalent practical experience. Enthusiastic to work within an Agile environment & with cutting edge technologies. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " 'soft_skills': '[\"Positivity\", \"Reliability\", \"Integration\"]',\n", + " 'hard_skills': '[\"Data Warehouse Systems\", \"Automation\", \"KM Programming Language\", \"Agility\", \"Natural Language Processing\", \"Computer Science\", \"Machine Learning\", \"Hibernate (Java)\", \"Ruby (Programming Language)\", \"Python (Programming Language)\", \"Agile Edge Technologies\", \"SARS Software Products\", \"Limiter\", \"Microservices\", \"Java 8\", \"Software Engineering\", \"Business Intelligence\", \"Software Architecture\", \"JavaScript (Programming Language)\", \"Scalability\", \"Receivables\", \"Chatbot\", \"Relational Databases\", \"Application Programming Interface (API)\", \"Custom Backend\", \"DevOps\", \"RESTful API\"]',\n", + " 'languages': \"['English', 'Greek', 'Uzbek']\"},\n", + " {'company_id': '115',\n", + " 'job_title': 'software engineer iptiq emea 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Become a part of a growing and dynamic entrepreneurial team within the established Swiss Re Group. iptiQ is a start-up unit, established to provide innovative protection solutions directly to consumers. Our team delivers the coordination, infrastructure and competences that are key to driving forward this new business; working closely with our partners and clients. Our mission is to reduce the protection gap by simplifying life insurance and making it more accessible to people. Our motto is \"now life is easier for everyone\". For us this means making life insurance easier to sell, to buy and to trust. About the Role You will join a team of software engineers for the technology platform within the iptiQ EMEA Technology & Operations department. This is a rare opportunity to join a new business unit within an established company; combining the dynamic spirit of a startup with the backing of Swiss Re\\'s strong organisation. As a software engineer, you will work closely in multi-functional teams to shape the technology platform that fulfill our business and product vision and ultimately bring value to our customers and partners by disrupting the traditional insurance proposition. This will require seeking complex problems within a distributed infrastructure by designing, implementing and testing simple, scalable, reliable and configurable solutions. Your responsibilities include: Design and implement new features and/or components within our platform and develop prototypes quickly to allow an iterative approach Deliver high-quality code, focusing on simplicity, performance, maintainability and scalability Optimise applications and components to maximize configurability, speed and efficiency, ease of development of new features and the ability to scale business processes Create common libraries and frameworks demonstrated across the platform to streamline development of complex applications End-to-end responsibility on the applications implemented, including automated testing, monitoring, identifying issues or bottlenecks and delivering improvements of the platform We are looking forward to working with you as a software engineer. You will report directly to the Head of Digital Innovation of iptiQ EMEA. About the Team iptiQ is a unit within the newly built Swiss Re Life Capital; established to deliver white-label life insurance solutions to be sold through partners, directly to consumers. iptiQ is young, motivated and technology driven team, organised to provide creative solutions for life insurance distributors across Europe that engage with consumers in non-traditional ways. Through our strong operational infrastructure, creative thinking, insurance know-how and ecommerce competences we want to drive the digitalization of the life insurance business in Europe. About you Qualifications: Proven software development capabilities, i.e. 5+ years hands-on experience as a full-stack developer. Experienced in the following languages and frameworks: Mandatory: Enterprise Java Desirable: JavaScript, TypeScript, Docker, React Optional: Camunda, Kafka, RestAssured, WireMock, OpenShift, AWS Experience with high-traffic micro services architectures and best practices around designing, scaling and monitoring concurrent systems (using different technologies and preferably RESTful APIs and message passing protocols) You carefully evaluate design trade-offs and strive for simple, elegant, algorithmically efficient solutions Your code is easy to read, test and re-use and you constantly improve quality over time You understand performance metrics, how to collect and use them to continuously improve performance, scalability and efficiency Experience in the design of data-models for relational and NoSQL data stores Experience in test-drive-development (TDD) and in the automated testing of APIs and user interfaces About you: Great team player: you collaborate effectively with team members, express technical leadership supporting your views and ideas while keeping open to different opinions, being fearless and always supplying to the overall growth of the team Open to pair programming and XP techniques Continuous learner who stays up-to-date with the latest trends and carefully vet with proper pragmatism and long-term vision the adoption of new technologies Master’s degree in computer science, engineering or equivalent working experience Ability to speak and write English fluently We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, or disability status.
Swiss Re',\n", + " 'soft_skills': '[\"Complex Problem Solving\", \"Leadership\", \"Coordinating\", \"Collaboration\", \"Infrastructure\", \"Operations\", \"Creative Thinking\", \"Reliability\", \"Innovation\", \"Creativity\", \"Written English\"]',\n", + " 'hard_skills': '[\"Disabilities\", \"Camunda\", \"Performance Improvement\", \"OpenShift\", \"NoSQL\", \"Test-Driven Development (TDD)\", \"Accessioning\", \"Computer Science\", \"Data Modeling\", \"Consumables\", \"Service-Oriented Architecture\", \"Automated Testing Framework\", \"Good Agricultural Practices\", \"Scholastic READ 180\", \"TypeScript\", \"Scale (Map)\", \"New Business Development\", \"Wiremock\", \"Prototyping\", \"Maintainability\", \"E (Programming Language)\", \"Test Automation\", \"Library\", \"Iterators\", \"Software Engineering\", \"Micro Channel Architecture\", \"React.js\", \"Message Passing\", \"Docker (Software)\", \"Concurrent Versions System (Software)\", \"Business Process\", \"Life Insurance Sales\", \"Equalization\", \"Digitization\", \"JavaScript (Programming Language)\", \"Performance Metric\", \"Scalability\", \"Information Technology Operations\", \"White Labelling\", \"Software Development\", \"Algorithms\", \"Java Enterprise Edition\", \"Operational Data Store\", \"Coloring\", \"Quality Improvement\", \"Pair Programming\", \"User Interface\", \"RESTful API\"]',\n", + " 'languages': \"['English', 'Kazakh']\"},\n", + " {'company_id': '68',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Chiasso',\n", + " 'industry': 'Film Production & Distribution',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-8.49113762e-02 2.25809559e-01 4.35572803e-01 5.77770174e-04\\n4.61737454e-01 -1.15751214e-01 1.21711008e-01 2.72541702e-01\\n2.24733315e-02 -4.34859872e-01 -1.28242224e-01 -2.39422381e-01\\n-1.68810505e-02 3.28723341e-04 5.52006848e-02 3.64305705e-01\\n2.49415517e-01 -3.55191417e-02 -1.98698819e-01 4.39852417e-01\\n1.53827161e-01 -5.48881926e-02 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While reading key responsibilities of the role, please consider that we value attitude more than your expertise. Are you curious and passionate about working in a constantly evolving and challenging international environment? Even if you don’t feel to fit the role 100%, please apply: put your willingness to learn and we will grow together! Key Responsibilities will include Designing, writing and testing clean code using design patterns Create resilient, secure and performant applications able to serve millions of requests per day Contribute in simplifying and improving the infrastructure, always focusing on CI/CD Learn from colleagues and share your knowledge Interact with all stakeholders finding solutions for company evolutions Maintain systems by monitoring, identifying and correcting software defects. Contribute in the R&D of the company stack, proposing effective solutions Constantly updating technical knowledge and skills by attending in-house and/or external courses, reading manuals and accessing new applications Skills and Experience Essential Experience as a Software Engineer programming in Object Oriented languages ( C++, Java, Python etc.) Problem solving capabilities Positive and collaborative attitude Willingness to work inside a team Curiosity and passion for continuous improvement Customer orientation fluency in English What We Offer Working in an international agile environment using eXtreme Programming Bleeding edge technology stack (Docker, Kubernetes, Spring Boot, Vert.x, ReactJS, React Native and more ...) Continuous learning program with internal didactic unit Possibility to join conferences around Europe for continuous improvement Coding Dojo: a weekly training to learn and share coding techniques during office hours Internal technical conference (technical lunch) Flexible working hours Remote working up to 2 days per week Possibility to join the Erasmus program (temporary relocation among our offices) Complimentary fruit, beverages, coffees and a dedicated lounge area Preferential prices reserving through our platform Discounts from external partners Hiring Process Candidates for this position can generally expect a hiring process similar to the following one (please consider that based on location and availability the process can be slightly modified) Qualified candidates receive feedback concerning their application from our Recruiting team Based on role and experience, candidate might be requested to solve a coding exercise to submit on a public repository on Github. Exercise will be assessed by our internal Engineering team Onsite Coding -Techical interview: a coding exercise to solve together pairing with our Engineering team in your favourite programming language, plus a talk about technical stuffs, experiences and analyzing possible production scenarios You’ll have the opportunity to meet our technical leaders and understand a little bit more about our continuous learning environment! Follow our technical team! Blog: https://technology.lastminute.com/ Twitter: https://twitter.com/lastminute_tech/ Qualifications null Additional Information null',\n", + " 'soft_skills': '[\"Reservations\", \"Writing\", \"Collaboration\", \"Infrastructure\", \"Willingness To Learn\", \"Resilience\", \"Problem Solving\", \"Curiosity\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Kubernetes\", \"Accessioning\", \"Spring Boot\", \"Programming (Music)\", \"Agility\", \"KM Programming Language\", \"Interactivity\", \"Object Oriented Programming Language\", \"Distributed Design Patterns\", \"Scholastic READ 180\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"React Native\", \"Maintainability\", \"Agile Edge Technologies\", \"Dojo Toolkit\", \"Software Engineering\", \"Object Constraint Language\", \"Docker (Software)\", \"Beverage Products\", \"Blogs\", \"Continuous Improvement Process\", \"Receivables\", \"Virtual Learning Environments\", \"Additives\", \"Code Sharing\", \"Java (Programming Language)\", \"Job Descriptions\", \"Vert.x\", \"Extreme Programming\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '70',\n", + " 'job_title': 'blockchain engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.68468460e-01 1.95393801e-01 4.78372335e-01 6.75854832e-02\\n4.87819761e-01 -2.82376140e-01 -2.54423451e-02 3.55114311e-01\\n-4.72318605e-02 -4.13300365e-01 1.08802542e-02 -2.17324018e-01\\n-8.63056108e-02 1.96554944e-01 1.50316522e-01 2.86524832e-01\\n2.80053586e-01 1.19370423e-01 -2.13149682e-01 3.43104661e-01\\n1.08419441e-01 -1.43764347e-01 8.43892172e-02 7.31656373e-01\\n5.02883852e-01 1.18845157e-01 -8.51071849e-02 -6.51941374e-02\\n-2.00312302e-01 -1.17461666e-01 4.12943602e-01 -5.08855991e-02\\n1.39200501e-02 -4.22871172e-01 8.63478854e-02 8.00476968e-02\\n-2.75455445e-01 -3.40935774e-02 -1.72808006e-01 6.71390668e-02\\n-5.16399801e-01 -2.47503713e-01 6.95148483e-02 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It is an innovative, fair and trusted partner committed to reshaping entire business models with cutting edge blockchain technology. Our teams are busy building the future of identity, financial markets, commerce, security infrastructure and more. Our Leadership team has led some of the most innovative production blockchain implementations in the world. The Role We’re looking for a talented Blockchain Engineer with a strong C# background to join our international distributed team. The successful employee will have at least 2-3 years technical experience, and will be responsible for developing, enhancing and maintaining applications and smart contracts together with other team members. Your tasks: Develop quality applications, components and modules using C# (we're using .NET Core) Develop smart contracts Test applications and smart contracts to ensure that they meet the requirements specified Work under an agile scrum methodology Skills & Requirements: Self-motivation and an ability to work autonomously are a must. To be successful in the role, you should ideally possess the following attributes: Strong understanding of blockchain technologies including Ethereum Strong programming skills, including C#, Solidity and JavaScript Experience with the following frameworks and technologies will be a plus: Truffle OpenZeppelin Node.js SQL Databases (MS SQL, Azure SQL) NO SQL Databases (Azure Storage, MongoDB, CosmosDB) Docker and Kubernetes What awaits you: This is an exciting opportunity for a self-motivated individual who is keen to join the growing blockchain ecosystem. The successful candidate will become part of a highly motivated team and enjoy a friendly environment where remote work and flexible working hours are embraced, and a can-do and enterprising spirit is cultivated. We have big plans, and want you to be a key part of those! If you are someone who thrives in a fast-paced environment where being self-directed, determined, and resilient are requirements, we’re looking forward to receiving your application.\",\n", + " 'soft_skills': '[\"Self-Motivation\", \"Friendliness\", \"Resilience\", \"Team Motivation\", \"Distributed Team Management\", \"Team Leadership\", \"Innovation\"]',\n", + " 'hard_skills': '[\"Kubernetes\", \"Agility\", \"Programming (Music)\", \"Hyper SQL Database (HSQLDB)\", \"Blockchain\", \"Infrastructure Security\", \"Application Testing\", \"Node.js\", \"Maintainability\", \"MongoDB\", \"Scrum (Software Development)\", \"Product Innovation\", \"Financial Market\", \"Docker (Software)\", \"C# (Programming Language)\", \"JavaScript (Programming Language)\", \"Azure Blob Storage\", \"Self-Directed Learning\", \"Ethereum\", \"Receivables\", \"Modulation\", \"SQL Azure\", \"Business Model\", \"ASP.NET Core\", \"SQL (Programming Language)\", \"Cultivator\"]',\n", + " 'languages': \"['English', 'Korean', 'Maltes', 'Limburgish', 'Mongolian']\"},\n", + " {'company_id': '145',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Argovia',\n", + " 'industry': 'Biotech & Pharmaceuticals',\n", + " 'website': 'www.varian.com',\n", + " 'jobdescription_embedded': '[[-6.19051345e-02 2.23809808e-01 3.77727032e-01 -1.40341846e-02\\n4.36400533e-01 -1.93047285e-01 1.66181818e-01 4.62623447e-01\\n2.18171254e-02 -5.70284069e-01 -5.47202863e-02 -2.18292356e-01\\n-8.23639110e-02 1.07243277e-01 1.33008942e-01 4.45098698e-01\\n2.52567559e-01 1.12891711e-01 -2.07773387e-01 3.88301581e-01\\n6.40700758e-02 -1.59709617e-01 3.82796563e-02 8.18270266e-01\\n4.19291675e-01 -2.83275172e-03 -1.33975565e-01 -7.66897276e-02\\n-1.98966995e-01 -3.73720199e-01 3.97122502e-01 -3.06620430e-02\\n-3.53687815e-02 -3.10346633e-01 1.44295797e-01 2.18290575e-02\\n-2.07458287e-01 2.06766576e-02 -1.28369004e-01 2.46458575e-01\\n-5.09799421e-01 -1.93040997e-01 -3.93022858e-02 -5.77651113e-02\\n-1.98354721e-01 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As a Software Engineer you will be collaborating with a talented, experienced team, providing best-in-class solutions for complex problems. This position involves all software engineering activities from analysis and design through coding and testing of data integration components, as well as maintenance and support during the product life cycle. Specific Responsibilities Analyze, design develop, and maintain connectivity services and the DICOM Import/Export application Investigate escalated customer issues Desired Qualifications Master’s degree in Computer Science / Electrical Engineering or related field 5 years professional work experience in object-oriented programming and test-driven design Cybersecurity skills as a programmer Service API skills (e.g. RESTful) Self-motivated and able to work well in a team environment. Strong problem analysis and solving capability. C# skills welcome DICOM skills welcome SQL skills welcome Excellent communication and teamwork skills, fluency in English You are analytical, communicative and focused. You work structured and have an eye for details. In addition, you can express your ideas and research in written form. You are used to working independently, open to discussing ideas and solutions with your colleagues. You thrive in an international work environment and in cultivating your contacts with partners in Europe and overseas. You’re just one click away from the most impactful work you’ll ever do. Apply now and join our mission to help save lives. Someone, somewhere, will be glad you did. We look forward to receiving your application and CV. www.varian.com/ch/daettwil #LI-OSS1 We're unleashing the power of technology and human ingenuity to achieve new victories in the fight against cancer. Join us and have a global impact.\",\n", + " 'soft_skills': '[\"Complex Problem Solving\", \"Self-Motivation\", \"Research\", \"Professionalism\", \"Collaboration\", \"Investigation\", \"Communications\"]',\n", + " 'hard_skills': '[\"Test-Driven Development (TDD)\", \"Computer Science\", \"Analytics\", \"Pentaho Data Integration\", \"Life Cycle Assessment\", \"Activism\", \"Import/Export Logistics\", \"Component Object Model (COM)\", \"Maintainability\", \"E (Programming Language)\", \"Hostile Work Environment\", \"Software Engineering\", \"Library For WWW In Perl\", \"Electrical Engineering\", \"C# (Programming Language)\", \"Structural Work\", \"Receivables\", \"Humanism\", \"Cybersecurity Compliance\", \"Additives\", \"Cancer\", \"Eyes\", \"Application Programming Interface (API)\", \"SQL (Programming Language)\", \"Object-Oriented Programming (OOP)\", \"Cultivator\", \"Dicom\"]',\n", + " 'languages': \"['English', 'Amharic', 'Northern Sami', 'Albanian']\"},\n", + " {'company_id': 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Its our goal to alert investors of the climate risk profiles of companies and to tackle climate change at the roots. Our mission is a big one and were looking for talented people to join us. We are looking for a sharp, energetic and organized person with a positive attitude to extend our existing IT team. Carbon Delta is growing and changing at a fast pace, and as a member of our IT team, you will have a fast learning curve, and will discuss your best fit with the team. Scope of Responsibility configuration and addition of new software services,executing on big data management tasks,enhance and maintain our existing IT infrastructure e.g. for servers or storage,plan and schedule upgrades and maintenance of hardware and software,provide technical support to your co-workers,and develop system monitoring to verify the integrity and availability of all hardware, server resources, systems and key processes Specific Knowledge/Skills Linux and Windows systemsPython, Django, Nginx, Postgres, RedisKVM, Docker, AzureAnsible, git Desired Experience & Qualification Deeply enjoy technical IT challengesFast learnerFlexible to adapt to new challengesHave outstanding communication and interpersonal abilitiesLove to organize and coordinateAre multi-tasker and able to prioritizeHave good written and verbal communication skills in both English and German,Would like to join a dedicated, technically savvy and enthusiastic teamShould have a Swiss work permit Due to the great number of applications we receive for each of our open vacancies, we are unable to respond on an individual basis. To all recruitment agencies: MSCI does not accept unsolicited CVs/Resumes. Please do not forward CVs/Resumes to any MSCI employee, location or website. MSCI is not responsible for any fees related to unsolicited CVs/Resumes. MSCI Inc. is an equal opportunity employer committed to diversifying its workforce. It is the policy of the Firm to ensure equal employment opportunity without discrimination or harassment on the basis of race, color, religion, creed, age, sex, gender, gender identity, sexual orientation, national origin, citizenship, disability, marital and civil partnership/union status, pregnancy (including unlawful discrimination on the basis of a legally protected pregnancy/maternity leave), veteran status, or any other characteristic protected by law',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Adaptability\", \"Energetic\", \"Planning\", \"Scheduling\", \"Communications\", \"Integration\", \"Positive Mental Attitude\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Disabilities\", \"Carbonation\", \"Knowledge Process Outsourcing\", \"Data Management\", \"Resource Management Systems\", \"Cardiac Risk Profile\", \"IT Infrastructure\", \"Linux\", \"Climate Change Mitigation\", \"Maintainability\", \"E (Programming Language)\", \"Nginx\", \"Executable\", \"Technical Support\", \"Django (Web Framework)\", \"Docker (Software)\", \"Process Specification\", \"Maternity\", \"Storages\", \"Equalization\", \"Personalization\", \"Big Data\", \"Systems Development\", \"Receivables\", \"Additives\", \"Git Flow\", \"Coloring\", \"Software Plus Services\", \"Patient Monitoring Systems\", \"Technical Savvy\"]',\n", + " 'languages': \"['English', 'Yoruba', 'Moldovan', 'Albanian', 'Kikuyu']\"},\n", + " {'company_id': '85',\n", + " 'job_title': 'data architect',\n", + " 'location': 'Gland',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.26959467e-01 1.85585111e-01 5.45626521e-01 3.39563489e-02\\n6.05104625e-01 -1.55945927e-01 -5.37235290e-02 4.24137056e-01\\n-5.30420169e-02 -5.59546590e-01 -1.57581978e-02 -2.86776245e-01\\n-5.89047931e-02 9.32528079e-02 5.75805977e-02 2.80804247e-01\\n3.88394356e-01 1.43583134e-01 -9.13108140e-02 3.20280671e-01\\n5.94274700e-02 -1.31324381e-01 1.52759761e-01 7.03490376e-01\\n3.10784996e-01 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We are expanding our Data Intelligence Practice in Gland and Zurich and we are looking for dynamic and passionate Data Architects with experience in Large-scale transformation, mass migrations, complex application architectures, multi-cloud Data Lakes, Artificial Intelligence, Data Science and Big Data to name a few. We will be starting very soon our interviews so if you want to be part of our successful story of growth, apply now! Your background: Master Degree in Computer Science or another technical field. 5-10 years in a Data Architect role. Experience as a hands-on technical practitioner/specialist in client facing roles in large enterprises. Demonstrated client facing consulting skills, including building strong client relationships. Excellent verbal, presentation and written communications skills. Strong team skills including the ability to lead and be a team player. Knowledge on Datawarehouse and Big-Data architecture. Knowledge in Advanced Analytics Azure ML, ML Server, BOT framework, Cognitive Services, Azure Databricks, as well as, PowerBI. Learn, learn, and learn by staying up-to-date on all technical developments related to Data Intelligence and Cloud. Fluent English and/or French CH/EU citizenship required What you will do... Are you looking to work with innovative technologies, challenging projects and to join a team of passionate people? Then OSB is where you belong. You will… Architecting and implementing big data solutions that meet customer needs for scalability, reliability, security and performance;; Creating functional design specifications, implementing solutions, and assisting with other project deliverables as required. Keeping abreast of emerging Cloud technology trends and their impact on Cloud solutions.. Why OSB is for you... One Step Beyond is one of the fastest-growing start-up companies in Switzerland. In less than 2 years we have passed the 40 OSBers with an ambition to grow locally and internationally. We are a Native Cloud Consulting company helping organizations embrace Cloud technology that includes Microsoft, AWS, Google, etc. The cloud journey at OSB starts with the Cloud Strategy to then move to the execution that usually covers topics like Modern Workplace, Artificial Intelligence, Machine Learning, SaaS solutions or Blockchain most often multi-cloud. Our approach is to be technology agnostic to always try to find the best solutions comparing various technologies and approaches. We invest part of our time in “Beyond the Cloud” initiatives where our team investigates emerging technologies. Are you looking to grow your career in the Consulting business with the opportunity to work for large organizations but always staying ahead of new technologies? Then let’s discuss as at OSB we are not \"just the usual consulting company\".',\n", + " 'soft_skills': '[\"Investigation\", \"Reliability\", \"Presentations\", \"Innovation\", \"Written Communication\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Blockchain\", \"Computer Science\", \"Analytics\", \"Machine Learning\", \"Functional Design\", \"Scale (Map)\", \"Intelligence Data Handling\", \"Azure Cognitive Services\", \"Design Specifications\", \"Executable\", \"Microsoft Modern Workplace\", \"Localization\", \"Investments\", \"Applications Architecture\", \"Data Science\", \"Service Delivery Framework\", \"Artificial Intelligence\", \"Scalability\", \"Learning With Errors\", \"Big Data\", \"Azure Databricks\", \"Transformation (Genetics)\", \"Data Lakes\", \"Emerging Technologies\", \"Cloud-Native Architecture\", \"Cloud Technologies\"]',\n", + " 'languages': \"['English', 'Vietnamese', 'Uzbek', 'Herero']\"},\n", + " {'company_id': '105',\n", + " 'job_title': 'backend engineer 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The 5-year-old company is one of the most recognized and awarded startups in Switzerland and has the ambition to simplify the life of its customers. As a senior team full of passion for design, engineering, and business we create remarkable user experiences. Join our cross-functional team and have a direct impact on how over 25 million users worldwide work with documents. We love open-source and using the latest technologies to scale our distributed application to process millions of files every day. As a backend engineer at Smallpdf, you will not only contribute to our backend but also to our infrastructure and tooling. You will work in a cross-functional development team that includes experienced frontend engineers and designers. Our Backend Stack: Golang AWS Docker Ansible Terraform Full stack on Stackshare Responsibilities: Develop new features for Smallpdf Manage and automate our infrastructure that spans across more than 100 machines Analyze and monitor our application to spot problems Help designing our architecture Requirements Golang Experience Work independently and take responsibility and ownership of your work Ability to quickly learn new technologies 5+ years of experience with software development Good programming skills Good knowledge of linux Fluent in English (German is useful but not necessary) Full-time position Permanently based in Zurich (or willing to move) Swiss or EU passport holder (or other permit that allows you to work in Switzerland) Nice to Have: Experience with DevOps tools such as Docker Ansible Terraform Experience scaling (micro-) webservices to millions of users Experience with AWS Benefits The chance to personally impact a successful & rapidly growing startup Tricky challenges scaling a high-traffic web application Work in small teams that have direct impact on tools that are used by million of users Become part of a highly motivated and international team that pushes boundaries Fun company events, such as snowshoe hikes in the Swiss Alps, wake-surfing on lake Zurich, after work BBQs and more! Free German language course Regular Hack Days to challenge yourself Nice rooftop office in central Zurich Do you like the job please apply here: https://apply.workable.com/smallpdf/j/A136D70A95/apply/ By sending your application you allow Smallpdf to handle and store your data.',\n", + " 'soft_skills': '[\"Infrastructure\", \"Positivity\", \"Management\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Automation\", \"Tooling\", \"Nice (Unix Utility)\", \"Programming (Music)\", \"Scale (Map)\", \"Component Object Model (COM)\", \"Linux\", \"Machining\", \"Open Source Technology\", \"IText (Free PDF Software)\", \"Docker (Software)\", \"Terraform\", \"Cross-Functional Coordination\", \"Personalization\", \"Web Traffic\", \"Cross-Functional Team Leadership\", \"Civil Engineering Design\", \"Software Development\", \"Ansible\", \"User Experience\", \"Custom Backend\", \"DevOps\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '114',\n", + " 'job_title': 'internship 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Within this department, you give support to Operational Engineering, Flight Safety and Aircraft Systems Engineering with various flight data analyses. Furthermore, the department is in charge of developing and monitoring the Aircraft Data Acquisition System (ADAS). Your Duties Process aircraft recorded data for visualization and analytical purposes of various kinds and scopes. Discover and visualize (e.g. Tableau) data trends and possible aircraft system malfunctions through dedicated data analytics. Translate the technical understanding of an Aircraft Systems Engineer to the developers’ programming language for the development of specific applications in collaboration with the development team. Collaborate with Aircraft Systems Engineers, pilots and data scientists in order to build stable applications, ready for operation and suitable for predictive maintenance. Coordinate and implement, together with data owners, the needed processes and governance procedures to accurately define and ensure the overall data flow. Act as a point of contact within SWISS for questions and / or requests regarding predictive maintenance applications and data analytics in general. Support the knowledge management within the different departments at SWISS and LH Group that is needed to understand and maintain the data environment needed for data analytics. Proactively identify opportunities for new data analytics projects in strong collaboration with Aircraft Systems Engineering and the reliability team. Your profile Finished Bachelor or Master degree in Engineering, Mathematics, Data Science, IT or related Fluent German and English language skills (written and oral) Good knowledge of MS Office applications and programming (experience with Python or R is regarded as an advantage) Tableau knowledge is an asset Stress resistant, able to work under high pressure Strong analytical and presentation skills Distinctive consulting skills, flexibility and communication skills at all levels Objective oriented person Interest in / Fascination for aviation and the airline industry Details Employment level: 100% Work place: Zurich Kloten Starting date: March 15. 2020 Duration: 6 months Salary: CHF 2,500.- gross per month with a Bachelor’s Degree CHF 3,000.- gross per month with a Master’s Degree Contacts Technical Doc. & Data Engineering: Mr. Michael Wolf Recruiting Support: Tel. +41 44 564 22 66, recruiting.services@swiss.com You may apply in English or German. About Swiss International Air Lines AG It’s the little differences that make working at SWISS so appealing. The fact, for example, that we treat every detail with care, see quality in terms of hospitality and view nationality through an international lens. In a similar way, we see variety as richness, a job as an experience and SWISS as a world of inspiration. You, too, will be stimulated in our special working environment – one in which, wherever you are, you’ll always feel: Truly SWISS .... where people matter. www.swiss.com',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Collaboration\", \"Proactivity\", \"Coordinating\", \"Governance\", \"Hospitality\", \"Operations\", \"Reliability\", \"Presentations\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Predictive Maintenance\", \"Tableau (Business Intelligence Software)\", \"KM Programming Language\", \"Programming (Music)\", \"Systems Engineering\", \"Analytics\", \"Data Engineering\", \"Industrialization\", \"Visualization\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Chrysler LH Platform\", \"Maintainability\", \"E (Programming Language)\", \"Levelling\", \"Translations\", \"Aircraft Records\", \"Knowledge Management\", \"Data Processing Systems\", \"Data Science\", \"Library For WWW In Perl\", \"Personalization\", \"R (Programming Language)\", \"Service Level Objectives\", \"Quantitative Data Analysis\", \"Appeals\", \"Aviation\", \"Application-Specific Information\", \"Data-Flow Analysis\", \"Acceptance and Commitment Therapy (ACT)\", \"Controllability\", \"General Administrative Support\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.99787438e-01 3.88680488e-01 5.12711525e-01 3.34221646e-02\\n4.54908907e-01 -2.50785351e-01 1.49808303e-01 3.00734907e-01\\n-2.86636548e-03 -2.15177655e-01 -1.06541082e-01 -8.39200616e-02\\n-2.87547499e-01 -5.84743433e-02 2.21543759e-01 4.31679159e-01\\n3.42504054e-01 1.46747127e-01 -1.75969169e-01 4.20372099e-01\\n4.90603223e-02 -6.73034322e-03 -7.80840367e-02 5.52242875e-01\\n3.49670857e-01 -6.43901201e-03 -1.83283389e-01 -1.80383157e-02\\n-4.25572097e-01 -2.34121859e-01 2.85047859e-01 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JSONiq - Work in a productive and agile development environment using the latest technology for continuous integration and releases - Work on web application products, web application frameworks, and/or web UI components - Work on C++/C#/Java/Javascript/JSONiq codebases - Work in Linux/bash or Windows environments - Work on customer projects, but also contribute to our vision - Work on REST API implementation, documentation, or test environments - Support customers - Help create new opportunities and support sales processes Qualifications: - Master's or PhD in Computer Science with a strong track record - Knowledge of the essentials of database systems, such as data warehouses and NoSQL databases (including document stores, column stores, or graph databases—any of those is beneficial) - Excellent command of at least one object-oriented programming language, such as C++, Java, or C# - Good command of at least one functional language, such as Scala, Haskell, F#, CAML, XQuery, or JSONiq - Good degree of familiarity with basic web technologies, such as Javascript, CSS, HTML, XML, JSON, etc. - Knowledge of XBRL is a major asset - Familiarity or experience with software development methodologies such as scrum, continuous integration, test-driven development, etc. - Fluent English, both spoken and written; additional languages are an asset - Good entrepreneurial spirit is essential: openness, motivation, autonomy, communication, team spirit, initiative, respect, courage, honesty, and integrity Benötigte Skills OO-Design / Analyse C++ C# JAVA JSON\",\n", + " 'soft_skills': '[\"Communications\", \"Integration\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Codebase\", \"NoSQL\", \"Test-Driven Development (TDD)\", \"Agility\", \"Development Environment\", \"Cascading Style Sheets (CSS)\", \"Computer Science\", \"Application Frameworks\", \"Object Oriented Programming Language\", \"Continuous Integration\", \"Customer Support Analyst\", \"C++ (Programming Language)\", \"Haskell (Programming Language)\", \"Scala (Programming Language)\", \"Linux\", \"Track (Rail Transport)\", \"Scrum (Software Development)\", \"Sales Process\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"XBRL (Extensible Business Reporting Language)\", \"Web Application Frameworks\", \"Help Desk Support\", \"React.js\", \"Docker (Software)\", \"C# (Programming Language)\", \"JavaScript (Programming Language)\", \"F# (Programming Language)\", \"Software Development Methodologies\", \"Bash (Scripting Language)\", \"Clinical Data Warehouse\", \"Windows Preinstallation Environments\", \"Database Systems\", \"Graph Database\", \"Software Development\", \"Test Environment Management\", \"XQuery\", \"Additives\", \"Java (Programming Language)\", \"Web UI\", \"Application Programming Interface (API)\", \"Extensible Markup Language (XML)\", \"JSON\", \"Object-Oriented Programming (OOP)\", \"RESTful API\"]',\n", + " 'languages': \"['English']\"},\n", + " 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You identify the most important KPIs to measure the performance of our existing algorithms and set up automatic monitoring and reporting for these metrics. You advise our developers on how to log data so that the usage and usefulness of all features can be measured. You work with our DevOps to improve the accessibility and scalability of our logs and databases. Our Requirements: You are fluent in SQL (e.g. MySQL). Experience with ElasticSearch and/or NoSQL databases is a plus. You can write code for data processing in Python (using data analysis libraries such as pandas). You have experience with data visualization. You are always curious to try out new tools and libraries for the analysis and visualisation of data. You follow new developments in AI and understand how machine learning algorithms can help to analyse data. You have a sharp eye for irregularities in a dataset and you will leave no stone unturned when looking for the cause of an anomaly. You have a good understanding of statistics, in particular regarding hypothesis tests and statistical significance. You desire to work in a small, agile team environment. You communicate proactively and work independently. Benötigte Skills SQL MySQL NoSQL Python Python',\n", + " 'soft_skills': '[\"Communications\", \"Writing\", \"Proactivity\"]',\n", + " 'hard_skills': '[\"MySQL\", \"Python Server Pages\", \"NoSQL\", \"Tooling\", \"Accessioning\", \"Advising\", \"Agility\", \"Statistics\", \"Machine Learning\", \"New Business Development\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Logging\", \"Library\", \"Dataset\", \"Data Visualization\", \"Machine Learning Methods\", \"Machine Learning Algorithms\", \"Scalability\", \"Electronic Data Processing\", \"Statistical Hypothesis Testing\", \"Algorithms\", \"User Experience\", \"Eyes\", \"Pandas (Python Package)\", \"SQL (Programming Language)\", \"Data Analysis\", \"DevOps\", \"Elasticsearch\"]',\n", + " 'languages': \"['English', 'Corsican', 'Portuguese', 'Javanese']\"},\n", + " {'company_id': '119',\n", + " 'job_title': 'database engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Staffing & Outsourcing',\n", + " 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You will join a German speaking cooperative team that is currently looking for an enthusiastic teammate who is proactive and keen to learn. About our client Our client is an established Swiss investment bank. On behalf of our client, Swisslinx is currently looking for a Database Engineer. This is a permanent role based in Zurich. Your mission Operation and maintenance of Microsoft SQL Server and Oracle Database in a highly automated environment Performance tuning and troubleshooting in collaboration with application managers and infrastructure teams Cooperate in the implementation of application projects Automation of processes in the database environment On call work every five weeks for a week Your background Technical degree or training in computer science or other equivalent field woth emphasis on computer science Minimum of 2 years of professional experience working with databases Oracle / Unix and Windows / SQL Server Knowledge of scripting languages (Perl, Power Shell) is an advantage Conceptual and analytical skills as well as willingness to learn and improve¨ Communicative personality with good cooperation skills Proactive and resilient attitude Good German (B1 minimum) and English language skills Whatâs on offer Work for an established Swiss company Modern and pleasant working environment Competitive bonus scheme and benefits If you think of yourself as a highly motivated, ambitious person, please apply via the portal or per email: katia.kosa@swisslinx.com. For further information, do not hesitate to contact us: +41 (0)58 268 10 40.By applying for this position, I consent to the Swisslinx Group of companies: storing my personal information (including name, contact details, Identification and CV information etc.) on their internal or external servers for the purpose of informing me of potential employment opportunities using my personal information or supplying it to third parties upon express consent for the purpose of informing me of potential job opportunities transferring where applicable my personal information to a country outside the EEA/EFTA I also hereby agree to the Swisslinx privacy policy (http://www.swisslinx.com/en/legal/privacy-policy) and Terms of Use (http://www.swisslinx.com/en/legal/disclaimer)',\n", + " 'soft_skills': '[\"Analytical Skills\", \"Cooperation\", \"Collaboration\", \"Proactivity\", \"Infrastructure\", \"Willingness To Learn\", \"Management\", \"Resilience\", \"Communications\", \"Operations\", \"Troubleshooting (Problem Solving)\"]',\n", + " 'hard_skills': '[\"Document Enterprise Platform\", \"Automation\", \"Computer Science\", \"Perl (Programming Language)\", \"Oracle Databases\", \"Investment Banking\", \"Scheme (Programming Language)\", \"Component Object Model (COM)\", \"Hostile Work Environment\", \"Conceptualization\", \"Library For WWW In Perl\", \"Personalization\", \"Adapter Scripting Language\", \"Oracle Autonomous Database\", \"Performance Tuning\", \"Database Engines\", \"Unix\", \"Microsoft SQL Servers\", \"EN 1993 Building Codes\"]',\n", + " 'languages': \"['English', 'Zulu', 'Hausa']\"},\n", + " {'company_id': '16',\n", + " 'job_title': 'software engineer - taxes',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Enterprise Software & Network Solutions',\n", + " 'website': 'www.avaloq.com',\n", + " 'jobdescription_embedded': '[[-3.69951166e-02 3.45655143e-01 5.60230494e-01 -2.01081280e-02\\n5.78713179e-01 -2.12621808e-01 7.13859275e-02 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Together. Avaloq is a value-driven fast-paced fintech company and we are committed to develop the banking technology of tomorrow. Leading banks and wealth managers in all major financial centres rely on our software and services, and this unique community grows every day. Your team The Taxes & Exchange of Information (TAXI) team is a dynamic team of Business Analysts and Software Developers located in Zurich. We follow an agile process, working closely together as a team but also interact with other related teams and clients to develop new product features and maintain existing ones in live use. The team is the owner of functionality around Swiss Taxes, Withholding Taxes, US QI and FATCA Reporting, Automatic Exchange of Information (CRS), Generic Tax Statements for offshore clients (including capital gain calculation), Anti Money Laundering and other highly flexible Tax Reporting Tools used by our clients. This job represents a unique opportunity to advance your development skills, but also to acquire banking know how on a top level. You are encouraged to acquire more detailed and interdisciplinary knowledge about other areas in our banking system, becoming an expert of our core banking software and the corresponding business processes in the industry. Your mission Analyze, design and develop new features for functionality within the team’s responsibility Analyze and resolve software defects, improve and optimize existing functionality Improve quality of our functionality via automated testing and code reviews What you need University degree in Computer Science, Information Technology, Mathematics, Physics Engineering or similar Strong software engineering skills, understanding of software development processes and best practices Strong analytical and problem-solving skills and high standards of quality Team oriented and good communication skills (English) to closely collaborate with customers and colleagues globally You will get extra points for the following Knowledge in Oracle database architecture and PL/SQL is a plus Experience in working with agile methodologies German language skills are a plus Now let’s talk about perks and compensation With our compensation model, we want to share the success of the company with all our employees. We offer competitive base salaries and if you prove yourself as a super-star, you might be entitled to an extraordinary achievement reward. Place of work Zurich Don’t be shy – apply! Avaloq Evolution AG Michelle Hiestand, Talent Acquisition Professional Allmendstrasse 140 - 8027 Zürich - Switzerland careers@avaloq.com www.avaloq.com/en/open-positions Please only apply online. Note to Agencies: All unsolicited résumés will be considered direct applicants and no referral fee will be acknowledged.',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Writing\", \"Team Oriented\", \"Professionalism\", \"Collaboration\", \"Problem Solving\", \"Communications\", \"Information Technology\", \"Positivity\"]',\n", + " 'hard_skills': '[\"PL/SQL\", \"Interactivity\", \"Computer Science\", \"Analytics\", \"Oracle Databases\", \"Automated Testing Framework\", \"Good Agricultural Practices\", \"Anti Money Laundering\", \"Physics Engine\", \"Industrialization\", \"Wealth Management\", \"Offshoring\", \"Calculations\", \"Talent Acquisition\", \"Component Object Model (COM)\", \"Maintainability\", \"Levelling\", \"Software Engineering\", \"Capital Gains\", \"Mathematical Physics\", \"Agile Methodology\", \"Business Process\", \"Library For WWW In Perl\", \"Withholding Tax\", \"Code Review\", \"Business Correspondence\", \"Banking Software\", \"Banking\", \"Software Development\", \"Quality Improvement\", \"New Product Development\", \"EN 1993 Building Codes\", \"Agile Unified Process\", \"Reporting Tools\"]',\n", + " 'languages': \"['English', 'Tigrinya', 'Ewe', 'Church Slavonic']\"},\n", + " {'company_id': '113',\n", + " 'job_title': 'database specialist (devops)',\n", + " 'location': 'Allschwil',\n", + " 'industry': 'Airlines',\n", + " 'website': 'www.swiss.com',\n", + " 'jobdescription_embedded': '[[-2.21629173e-01 3.51055294e-01 5.05267501e-01 1.18262760e-01\\n6.38019383e-01 -1.01799287e-01 1.33608365e-02 2.76150197e-01\\n-4.03008424e-02 -3.46214682e-01 -8.52028355e-02 -2.40979016e-01\\n-3.00033521e-02 5.81459142e-03 7.81021733e-03 4.60274458e-01\\n3.19128931e-01 4.53145057e-02 -1.34454384e-01 3.56937468e-01\\n6.16429299e-02 -9.24826786e-02 2.27725089e-01 7.43774772e-01\\n3.92673194e-01 4.19839658e-02 -9.49965697e-03 6.26118258e-02\\n-3.00799072e-01 -2.54942685e-01 4.22128409e-01 -2.93480717e-02\\n-1.02659807e-01 -3.71596992e-01 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the software package AMOS which manages the maintenance, engineering and logistics requirements of modern airlines. In order to strengthen our leading market position we are looking for dedicated employees who would like to work in a fascinating international environment with more than 180 customers from all over the world. We are looking for a skilled Database Specialist to be responsible for the further support and development of the interface between our application server and the database systems PostgreSQL, Oracle and SAP ASE. Do you want to be part of a product development team? Do you want to be responsible for optimizing the database access layer and give the development teams tips and tricks about data security, data access, and data modeling? Then help us to continue the success story of AMOS and apply. Tasks Responsible for the communication between the AMOS application server (JDBC) and database system Planning and control of the database usage Definition of the system requirements Support the application development in terms of database design, usage and operation Research new database features and transfer them into development standards Definition of the database maintenance to ensure information accuracy and best performance Comply with the full application life-cycle Work in agile development teams Perform code-reviews and write automated tests Requirements Successfully completed a degree/diploma in software engineering, computer science, or related discipline Strong foundation in DBMS systems (PostgreSQL, Oracle, SAP ASE) and the standard database features Strong foundation in Java and SQL Strong object oriented modelling and analysis skills Significant experience/interest in writing enterprise applications Knowledge of Agile Development principles Excellent organization, communication and interpersonal skills Strong customer orientation, ability to make pragmatic compromises to make progress Fluency in English, German language skills are an advantage What we offer Working in an open and cooperative environment with a motivated and friendly team Good professional and personal development opportunities Active participation in the continuous improvement of processes International work environment with people from around the globe Excellent working conditions in pleasant surroundings: brand new office spaces and ergonomic office furniture, lounge zone, terrace, coffee & break room Ideal work-life balance and different sport possibilities (e.g. squash, soccer, ice skating – partially supported by company) Child allowance and the possibility of home office Fringe benefits: discount on flights, annual TNW abo, discount offers for hotels and hire cars, advantageous credit card conditions, and more',\n", + " 'soft_skills': '[\"Writing\", \"Cooperation\", \"Professionalism\", \"Planning\", \"Management\", \"Friendliness\", \"Communications\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Application Development\", \"System Requirements\", \"Computer Science\", \"Data Modeling\", \"Life Cycle Assessment\", \"Branding\", \"Maintenance Engineering\", \"Credit Card Applications\", \"Activism\", \"Apex Data Loader\", \"PostgreSQL\", \"Layering\", \"Operations Research\", \"Application Servers\", \"Test Automation\", \"E (Programming Language)\", \"Hostile Work Environment\", \"Database Design\", \"Software Engineering\", \"JDBC Driver\", \"Ergonomics\", \"Logistics\", \"Continuous Improvement Process\", \"Object-Oriented Design\", \"Transferable Skills Analysis\", \"Office Space Planning\", \"Code Review\", \"Database Systems\", \"Community Organizing\", \"Remote Database Access\", \"New Database Manager (NDBM)\", \"Personality Development\", \"Java (Programming Language)\", \"Database Abstraction Layer\", \"SQL (Programming Language)\", \"Agile Product Development\", \"Controllability\"]',\n", + " 'languages': \"['English', 'Cornish']\"},\n", + " {'company_id': '16',\n", + " 'job_title': 'software engineer (perfomance engineering)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Enterprise Software & Network Solutions',\n", + " 'website': 'www.avaloq.com',\n", + " 'jobdescription_embedded': '[[-1.82906210e-01 2.52426744e-01 4.35905248e-01 4.00441661e-02\\n6.18332028e-01 -6.66051209e-02 -5.60500361e-02 3.74677479e-01\\n-2.12279838e-02 -3.41936886e-01 -1.22641459e-01 -1.43844545e-01\\n-4.83607873e-02 3.17012481e-02 1.32659391e-01 3.50069255e-01\\n1.67590097e-01 6.86599836e-02 -9.21582952e-02 2.53600419e-01\\n1.24319188e-01 -5.05499961e-03 1.72717988e-01 6.70853317e-01\\n3.27433825e-01 9.28516164e-02 -7.33415931e-02 -3.40637565e-02\\n-3.21717530e-01 -2.35052809e-01 4.20188397e-01 1.07428022e-01\\n-1.06599212e-01 -3.13745379e-01 1.00218140e-01 8.96744523e-03\\n-2.40329057e-01 -1.03079125e-01 -4.43820842e-02 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Together. Avaloq is a value-driven fast-paced fintech company and we are committed to develop the banking technology of tomorrow. Leading banks and wealth managers in all major financial centres rely on our software and services, and this unique community grows every day. Your team As a member of the performance engineering team you will be part of an agile team of Software and Performance Engineers located in Zurich. In your new role you are analysing performance problems, implementing optimisations and developing core features for the Avaloq Banking Suite. You will design new features regarding system performance, optimise existing functionality and write technical documentation. Furthermore, you will analyse and fix problems on database and lower software layers (Oracle and OS). Your mission Development and maintenance of the UNIX/Linux scripting layer, which provides administration and configuration services, support for Oracle RAC and Exadata, cloning and anonymization utilities Development and maintenance of the Background Processes framework which enables the scheduling and execution of asynchronous operations and provides an API to control and monitor external systems connecting to the Avaloq Banking Suite, such as gateways to financial services providers and adapters for E-Banking services What you need BSc/MSc degree in Computer or Nature Science Experience with Oracle Databases, Oracle PL/SQL and UNIX/Linux shell scripting Sound knowledge of relational database technologies Solid understanding of modern software engineering principles and design Strong analytical, abstract thinking and problem-solving skills as well as the ability to work under pressure while performing customer support activities and urgent production issues You will get extra points for the following Oracle Certified Professional German skills Experience in agile processes and events as well as in the financial industry Now let’s talk about perks and compensation With our compensation model, we want to share the success of the company with all our employees. We offer competitive base salaries and if you prove yourself as a super-star, you might be entitled to an extraordinary achievement reward. Place of work Zurich Manegg Don’t be shy – apply! Avaloq Evolution AG Michelle Hiestand, Talent Acquisition Professional Allmendstrasse 140 - 8027 Zürich - Switzerland www.avaloq.com/en/open-positions Please only apply online.',\n", + " 'soft_skills': '[\"Writing\", \"Professionalism\", \"Problem Solving\", \"Communications\", \"Scheduling\", \"Operations\", \"Positivity\"]',\n", + " 'hard_skills': '[\"PL/SQL\", \"MSC Software\", \"Customer Support\", \"Agility\", \"Shell Script\", \"Analytics\", \"Oracle Databases\", \"Industrialization\", \"Wealth Management\", \"Financial Services\", \"Natural Sciences\", \"Oracle Exadata\", \"Activism\", \"Technical Writing\", \"Talent Acquisition\", \"Component Object Model (COM)\", \"Layering\", \"Financial Information eXchange (FIX) Protocol\", \"Linux\", \"E (Programming Language)\", \"Background Process\", \"Adapters\", \"Performance Engineering\", \"Executable\", \"Software Engineering\", \"Academic Support Services\", \"Library For WWW In Perl\", \"Cloning (Biology)\", \"Banking Services\", \"Oracle Rac\", \"Technical Documentation\", \"Service Provider\", \"Relational Databases\", \"Banking\", \"Software Modernization\", \"Scripting\", \"Unix\", \"Application Programming Interface (API)\", \"Abstractions\", \"EN 1993 Building Codes\", \"Performance Systems Analysis\", \"Controllability\", \"Agile Unified Process\"]',\n", + " 'languages': \"['English', 'Slovenian', 'Chinese', 'Maori', 'Sundanese']\"},\n", + " {'company_id': '40',\n", + " 'job_title': 'director data solutions (data science, analytics, bi)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': 'www.epam.com',\n", + " 'jobdescription_embedded': '[[-3.63576472e-01 3.57174784e-01 5.07355809e-01 -5.48212882e-03\\n5.64902782e-01 -1.19120434e-01 -2.35726312e-02 9.34738442e-02\\n-6.98652416e-02 -3.91176641e-01 -1.88871220e-01 -2.82527417e-01\\n-3.73633429e-02 1.24194644e-01 1.59064069e-01 5.19433975e-01\\n1.78467378e-01 2.64663640e-02 -1.10854633e-01 4.56562936e-01\\n1.39203668e-03 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With over twenty years’ experience of crafting market leading software, our business has been rapidly evolving and is now a global player in solving business challenges and developing tailor made cutting edge solutions. These challenges require a highly skilled workforce imagining, designing, engineering, and delivering software, through to business consulting services & customer experiences, which are changing the world around us. Within EPAM we establish a consultancy branch to help top-tier clients solve their most complex business and technology issues and to advise them on new technologies. As a Big Data Solution Architect, you will be responsible for conducting activities associated with selling core business consulting capabilities to leading organizations from different branches. Responsibilities Drive European Big Data Projects and provide technical guidance and solutions Develop proposals for implementation and design of scalable big data architecture Participate in customer workshops and presentation of the proposed solutions Design, implement, and deploy high-performance, custom applications at scale on Hadoop Define and develop network infrastructure solutions to enable partners and clients to scale NoSQL and relational database architecture for growing demands and traffic Define common business and development processes, platform and tools usage for data acquisition, storage, transformation, and analysis Develop roadmaps and implementation strategy around data science initiatives including recommendation engines, predictive modeling, and machine learning Review and audit of existing solution, design and system architecture Perform profiling, troubleshooting of existing solutions Create technical documentation Drive new business and get involved in pre-sales activities whilst overseeing and managing Big Data Architects and remote team members who are involved in key projects Requirements Solid experience in a Technical Leadership role Experience of driving large scale Big Data Architecture projects Consultancy background is strongly desired as there is a strong focus of managing senior customer relationships at a technical and business level Hands on technical/architecture experience with major big data technologies and frameworks including but not limited to Hadoop, MapReduce, Pig, Hive, HBase, Oozie, Mahout, Flume, ZooKeeper, MongoDB, and Cassandra Hands on experience of knowledge of programming and scripting languages such as Java, Python, Scala Experience with big data solutions developed in large cloud computing infrastructures such as Amazon Web Services, Elastic MapReduce or Pivotal Cloud Foundry Experience in client-driven large-scale implementation projects Data Science and Analytics experience is a plus (Machine Learning, Recommendation Engines, Search Personalization) Technical team leading and team management experience, deep understanding of Agile (Scrum), RUP programming process Strong experience in applications design, development and maintenance Solid knowledge of design patterns and refactoring concepts Practical expertise in performance tuning and optimization, bottleneck problems analysis Experience in Object-Oriented Analysis and Design Fluent oral and written English We offer Experience exchange with colleagues all around the world Competitive compensation depending on experience and skills Regular assessments and salary reviews Develop integration modules for interacting with new systems and applications Opportunities for self-realization Friendly team and enjoyable working environment Corporate and social events',\n", + " 'soft_skills': '[\"Leadership\", \"Troubleshooting (Problem Solving)\", \"Infrastructure\", \"Friendliness\", \"Management\", \"Integration\", \"Presentations\", \"Imagination\", \"Team Management\", \"Socialization\", \"Written English\", \"Consulting\"]',\n", + " 'hard_skills': '[\"NoSQL\", \"Tooling\", \"Apache Cassandra\", \"Advising\", \"Programming (Music)\", \"Performance Profiling\", \"Agility\", \"Apache Zookeeper\", \"Joint Application Design (JAD)\", \"Interactivity\", \"Analytics\", \"Project Architecture\", \"Machine Learning\", \"High Performance Computing\", \"Distributed Design Patterns\", \"Scale (Map)\", \"Application Development Languages\", \"Development Review\", \"Scala (Programming Language)\", \"Activism\", \"MapReduce\", \"New Business Development\", \"Python (Programming Language)\", \"Apache Mahout\", \"MongoDB\", \"Object-Oriented Analysis And Design\", \"Levelling\", \"Scrum (Software Development)\", \"Limiter\", \"Systems Architecture\", \"Apache Oozie\", \"Network Infrastructure\", \"Apache Flume\", \"Software Engineering\", \"Project Implementation\", \"NetApp Data Storage\", \"Recommendation Engine\", \"Data Science\", \"Web Services\", \"Customer Relationship Building\", \"Storages\", \"Apache Hive\", \"Personalization\", \"Cloud Foundry\", \"Develop Networks\", \"Scalability\", \"Big Data\", \"Amazon Web Services\", \"Predictive Modeling\", \"Technical Documentation\", \"Data Acquisition\", \"Adapter Scripting Language\", \"Auditing\", \"Transformation (Genetics)\", \"Civil Engineering Design\", \"Modulation\", \"Pre-Sales Engineering\", \"Performance Tuning\", \"Proposal Development\", \"Relational Databases\", \"Solution Design\", \"Customer Experience\", \"Apache HBase\", \"AWS Elastic MapReduce (EMR)\", \"Java (Programming Language)\", \"Cloud Computing\", \"Process Driven Development\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '115',\n", + " 'job_title': 'backend software engineer for iptiq emea p&c',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Insurance Agencies & Brokerages',\n", + " 'website': 'www.swissre.com',\n", + " 'jobdescription_embedded': 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iptiQ EMEA Property & Casualty is a newly built unit within Swiss Re Life Capital, established to deliver digital-native and creative solutions for Property & Casualty (P&C) clients and partners across Europe that engage with consumers in non-traditional ways. About the role As a Backend Software Engineer you will have an unusual and great opportunity to join us: a diverse and motivated team, committed to delivering value and creative services together with our clients and partners in the primary insurance space. Responsibilities You will work closely in multi-functional teams to shape the technology platform that fulfill our business and product vision and ultimately bring value to our customers and partners by disrupting the traditional insurance proposition. This will require seeking complex problems within a high-traffic distributed infrastructure by designing, implementing and testing simple, scalable and reliable solutions. This will include: Design and implement new features and/or components within our platform and develop prototypes quickly to allow an iterative approach Deliver high-quality code, focusing on simplicity, performance, maintainability and scalability End-to-end responsibility on the applications implemented, including monitoring, identifying issues or bottlenecks and delivering improvements of the platform Optimise applications and components to maximize speed and efficiency, ease of development of new features and the ability to scale business processes Create common libraries and frameworks demonstrated across the platform to streamline development of complex applications About the team We put the consumers' needs at the center of what we do, seek to become a digital champion and believe in data based learning. We use the Swiss Re network to access state of the art technologies and capabilities, combine it with local expertise and an innovative mind-set, constantly questioning current ways of offering insurance. Our aim is to drive the digitalization of the P&C insurance business in Europe, combining insurance know-how and e-commerce competencies, as well as the dynamic spirit of a start-up with the backing of Swiss Re. Do you enjoy thinking ahead and identifying new opportunities or anticipate future challenges? Do you like driving complex, multi-functional projects in an agile way? Do you enjoy pushing borders and have a passion for the latest technologies? About you Proven software development capabilities (5+ years hands-on experience) in any modern language (Java/Kotlin/Scala/C++/C#/Go/Python…) ***we are working in Java environment*** Experience with high-traffic micro services architectures and best practices around designing, scaling and monitoring concurrent systems (using different technologies and preferably RESTful APIs and message passing protocols) You carefully evaluate design trade-offs and strive for simple, elegant, algorithmically efficient solutions Your code is easy to read, test and re-use and you constantly improve quality overtime You understand performance metrics, how to collect and use them to continuously improve performance, scalability and efficiency Experience designing data-models for relational and NoSQL data stores Great team player: you collaborate effectively with team members, express technical leadership supporting your views and ideas while keeping open to different opinions, being fearless and always supplying to the overall growth of the team Continuous learner who stays up-to-date with the latest trends and carefully vet with proper pragmatism and long term vision the adoption of new technologies Master’s or PhD degree in computer science, engineering or equivalent working experience Ability to speak and write English fluently We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, or disability status.
Swiss Re\",\n", + " 'soft_skills': '[\"Complex Problem Solving\", \"Leadership\", \"Collaboration\", \"Infrastructure\", \"Team Motivation\", \"Reliability\", \"Innovation\", \"Creativity\", \"Written English\"]',\n", + " 'hard_skills': '[\"Disabilities\", \"Performance Improvement\", \"NoSQL\", \"Accessioning\", \"Agility\", \"Capitalization\", \"Computer Science\", \"Collections\", \"Data Modeling\", \"Consumables\", \"Service-Oriented Architecture\", \"Good Agricultural Practices\", \"Scholastic READ 180\", \"Scale (Map)\", \"Activity-Based Learning\", \"Streamlines\", \"C++ (Programming Language)\", \"Scala (Programming Language)\", \"Python (Programming Language)\", \"Prototyping\", \"Maintainability\", \"Library\", \"Iterators\", \"Micro Channel Architecture\", \"Message Passing\", \"Concurrent Versions System (Software)\", \"E-Commerce\", \"Business Process\", \"Equalization\", \"C# (Programming Language)\", \"Digitization\", \"Performance Metric\", \"Scalability\", \"Java Runtime Environment\", \"Experience Design\", \"Software Development\", \"Centering\", \"Operational Data Store\", \"Coloring\", \"Quality Improvement\", \"Kotlin\", \"Adoptions\", \"RESTful API\", \"Java Scripting Languages\"]',\n", + " 'languages': \"['English', 'Ido', 'Hindi', 'Chamorro', 'Luba-Katanga']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'java software engineer (trade & investment industry)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.07997069e-01 2.71493018e-01 5.81448197e-01 -1.59785822e-01\\n5.95430672e-01 -1.83989257e-01 -4.44065556e-02 4.01443958e-01\\n-1.83074832e-01 -2.76829362e-01 -1.98167786e-01 -2.13587329e-01\\n-3.85244712e-02 2.05516014e-02 1.33885384e-01 2.63136685e-01\\n2.72846282e-01 1.42083138e-01 -2.01178864e-01 2.99661219e-01\\n2.13179693e-01 -8.30361471e-02 1.00194871e-01 6.17456794e-01\\n5.13524294e-01 -8.74288162e-05 -1.09176755e-01 1.21137835e-01\\n-2.81737953e-01 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looking on behalf of one of our important clients for a Java Software Engineer (Trade & Investment Industry). This role is permanent position based in Zurich. Your Role: Further develop a trading infrastructure (e.g. refinement of execution logic, adaptation of risk check tools or implementation of new investment strategies). Continuously adapt automation processes (in the areas of reporting, fund cash management & customer settlements, etc…). Act as an interface for outsourced IT services / providers & counterparties. Provide support in all areas of IT including the website & colleagues in the field of hardware & software. Hold responsibility for Data (including data collection, transfer & backup). Your Skills: At least 3+ years of professional Java Software Engineering experience. Strong experience in Web Application Development & JavaScript. Ideally experienced in the majority of the following technologies: TypeScript, React & Twitter Bootstrap. Kubernetes on the Google Cloud. Matlab & Excel. Maven, Jenkins & Nexus. MySQL, Kafka, Kibana & ElasticSearch. Jira, Confluence & GitHub. Experience within the Trade & Investment Industry is considered a plus. Your Profile: Completed University Degree in Computer Science or similar. Highly motivated, entrepreneurial, & team-oriented. Willing to work within a small team. Fluent German & English (spoken & written), Swiss-German is considered advantageous. If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " 'soft_skills': '[\"Adaptability\", \"Team Oriented\", \"Positivity\", \"Infrastructure\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Web Applications\", \"MySQL\", \"Tooling\", \"Jenkins\", \"Kibana\", \"Computer Science\", \"MATLAB\", \"Cash Management\", \"Outsourcing\", \"Document Process Automation\", \"Industrialization\", \"Survey Data Collection\", \"TypeScript\", \"E (Programming Language)\", \"Investment Strategy\", \"Idealization\", \"Refinement\", \"Executable\", \"Software Engineering\", \"Investments\", \"React.js\", \"Github\", \"Apache Maven\", \"JavaScript (Programming Language)\", \"Settlement\", \"Google Cloud\", \"Receivables\", \"Atlassian Confluence\", \"Service Provider\", \"JIRA Studio\", \"Java (Programming Language)\", \"Web Application Development\", \"Acceptance and Commitment Therapy (ACT)\", \"Elasticsearch\"]',\n", + " 'languages': \"['English', 'Nepali']\"},\n", + " {'company_id': '109',\n", + " 'job_title': 'software engineer (backend / scala)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Enterprise Software & Network Solutions',\n", + " 'website': 'www.starmind.ai',\n", + " 'jobdescription_embedded': '[[-1.01592772e-01 1.46345213e-01 5.37268758e-01 -1.85465291e-02\\n4.86281574e-01 -1.95392415e-01 3.54091674e-02 4.79321897e-01\\n4.29899152e-03 -5.16053200e-01 7.88678229e-02 -3.12507689e-01\\n-2.04483479e-01 2.45580077e-01 1.52318880e-01 3.90131503e-01\\n2.62056649e-01 2.23478884e-01 -1.90335944e-01 5.64888477e-01\\n1.47807240e-01 -1.10005494e-03 1.26096860e-01 7.48302102e-01\\n3.55393380e-01 -9.10661966e-02 -7.97895566e-02 -4.76140231e-02\\n-2.27066517e-01 -2.62611151e-01 3.94330919e-01 4.17556278e-02\\n-1.38219282e-01 -5.20477474e-01 5.32875769e-02 -1.20180354e-01\\n-3.18828791e-01 -1.66273415e-01 1.18842749e-02 3.21675688e-01\\n-5.89863062e-01 -3.28459978e-01 4.91509773e-02 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Our platform helps expedite people\\'s advancement by exploring undocumented human intelligence and enabling real-time access to skills, knowledge, and solutions within corporations, communities, and, since we like to think of the bigger picture: the world. We are backed by some of the best VC investors in Europe, becoming one of the fastest growing AI companies in Europe; and are rapidly expanding our team with the crème de la crème from Airbnb, Twitter, Salesforce, Zuora and many more. Do you have what it takes to help us shape the future of AI? Watch this video to find out how Starmind works! ( //player.vimeo.com/video/331165939?title=0&byline=0 ) The Mission Our engineering team is looking for passionate collaborative engineers to design, implement and expand the SaaS platform for our self learning AI technology. The teams work across the stack shipping end user-focused products and APIs (https://docs.starmind.com/api/v1 ( https://docs.starmind.com/api/v1 )) following reactive programming principles. We\\'re constantly innovating our growing platform using the latest open source technologies such as Akka / Akka Http / Akka Cluster and Streams, Kafka, Node.js, Docker and Kubernetes. What You Will Do Be part of an agile development team to contribute at the core of our products and services Work closely together with various stakeholders, designers and the AI team to develop and ship new features to help build a great product Continuously stay on top of current trends in tech to incorporate it into product development and to share with your teammates. Drive our development process by contributing innovative ideas and improve our existing stack. Who You Are You are an expert in Scala (preferably) or Java / Kotlin (experience in other OO or functional programming languages such as Haskell is a plus) You keep up to date with the latest developments in your industry and contribute back to your team REST, GraphQL APIs, Streams and Cats are what makes you smile while coding : -) You have good knowledge of relational databases You have a solid understanding of testing, continuous integration and deployment practices You have a strong desire to work with an agile software development process in small teams, supporting and unblocking your teammates You see the benefits developing with isolated Linux Docker environments and feel confident fiddling with the CLI You have a healthy balance between \"get things done\" and technical debt and you\\'re able to communicate this proactively The Bounty A dynamic, young company where input is welcomed and acted upon A challenging and exciting vision within an innovative and multi-cultural environment High level of personal responsibility and independence Flexible working hours, home office and occasional remote work We strongly believe in team chemistry and team work. We prioritize having fun while building up a great company. If this sounds like you, let\\'s solve the riddle and apply (written in English or German) - We are very excited to meet you. -------------------------------------------------------------------------------------------------------------------------------- ',\n", + " 'soft_skills': '[\"Collaboration\", \"Proactivity\", \"Communications\", \"Innovation\", \"Prioritization\"]',\n", + " 'hard_skills': '[\"Corporate Communications\", \"Programming (Music)\", \"Acting\", \"Continuous Integration\", \"Industrialization\", \"Reactivity\", \"Continuity Tests\", \"Haskell (Programming Language)\", \"Scala (Programming Language)\", \"Component Object Model (COM)\", \"Node.js\", \"Linux\", \"GraphQL\", \"Technical Debt\", \"Open Source Technology\", \"Agile Software Development\", \"Docker (Software)\", \"Personalization\", \"Human Intelligence\", \"Continuous Production\", \"High-Level Architecture\", \"Akka (Toolkit)\", \"Functional Programming\", \"Humanism\", \"Chemistry\", \"Akka.net\", \"Vimeo\", \"Relational Databases\", \"Software Development\", \"Application Programming Interface (API)\", \"Agile Product Development\", \"Process Driven Development\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '44',\n", + " 'job_title': 'data engineer',\n", + " 'location': 'Lucerne',\n", + " 'industry': 'Staffing & Outsourcing',\n", + " 'website': 'www.eteaminc.com',\n", + " 'jobdescription_embedded': '[[-3.22804481e-01 2.70976543e-01 5.50958633e-01 2.08118975e-01\\n6.63675904e-01 -1.04325473e-01 -3.90734226e-02 2.01102018e-01\\n-2.97926329e-02 -3.52422476e-01 -1.16358221e-01 -2.92432159e-01\\n-1.89296216e-01 4.56891619e-02 5.26155755e-02 4.53551114e-01\\n3.78325582e-01 8.00151974e-02 -1.20225444e-01 2.91532665e-01\\n1.27327800e-01 -1.82676867e-01 2.85511911e-02 7.43576407e-01\\n4.29593414e-01 -1.88660808e-03 -8.59136060e-02 5.91424853e-02\\n-2.86721915e-01 -1.22639902e-01 4.36593652e-01 2.15787999e-02\\n-1.49155796e-01 -3.34228009e-01 1.35512143e-01 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responsible for expanding and optimizing our data and data pipeline architecture, as well as optimizing data flow and collection for cross functional teams. The ideal candidate is an experienced data pipeline builder and data wrangler who enjoys optimizing data systems and building them from the ground up. The Data Engineer will support our software developers, data architects and data analysts and will ensure optimal data delivery architecture is consistent throughout ongoing projects. They must be self-directed and comfortable supporting the data needs of multiple teams, systems and products. The right candidate will be excited by the prospect of optimizing or even re-designing our company's data architecture to support our next generation of products and data initiatives. This is NOT a leadership role but a hands on role, which is focused on L3 Production Support, solution implementation, following robust governance and assuring best practices are followed in a timely fashion. We are looking for a candidate with 5+ years of experience in a Data Engineer role, who has attained a Graduate degree in Computer Science, Statistics, Informatics, Information Systems or another quantitative field. Experience supporting and working with cross-functional teams in a dynamic environment. Responsibilities for Data Engineer Create and maintain optimal data pipeline architecture, Assemble large, complex data sets that meet functional / non-functional business requirements. Identify, design, and implement internal process improvements: automating manual processes, optimizing data delivery, re-designing infrastructure for greater scalability, etc. Work closely with the infrastructure team for optimal extraction, transformation, and loading of data from a wide variety of data sources using SQL , Sqoop , Rest API . file based and Kafka . Qualifications for Data Engineer Candidate must be from Java background and experienced working in big data platform. Advanced working SQL knowledge and experience working with relational databases, query authoring (SQL) as well as working familiarity with a variety of databases. Experience building and optimizing 'big data' data pipelines, architectures and data sets. Experience performing root cause analysis on internal and external data and processes to answer specific business questions and identify opportunities for improvement. Strong analytic skills related to working with unstructured datasets. Build processes supporting data transformation, data structures, metadata, dependency and workload management. A successful history of manipulating, processing and extracting value from large disconnected datasets. Working knowledge of message queuing, stream processing, and highly scalable 'big data' data stores. Must have experience in operating in an agile and Devops environment. Must have experience setting up Continues Integration and deployment process. Technical Skills Experience with java and big data tools: Hadoop, Spark, Kafka, etc. Experience with relational SQL and NoSQL databases Experience with bash scripting, GIT SVN , Jenkins and deployment tools like Nolio. Experience with object-oriented/object function scripting languages: Python, Java, C++, Scala, etc. \",\n", + " 'soft_skills': '[\"Analytical Skills\", \"Leadership\", \"Governance\", \"Infrastructure\", \"Management\", \"Operations\"]',\n", + " 'hard_skills': '[\"Data Architecture\", \"Automation\", \"Tooling\", \"NoSQL\", \"Jenkins\", \"Agility\", \"Computer Science\", \"Analytics\", \"Collections\", \"Statistics\", \"Metadata\", \"Good Agricultural Practices\", \"Informatics\", \"Continuous Integration\", \"Data Engineering\", \"Process Improvements\", \"Scala (Programming Language)\", \"SQL (Programming Language)\", \"Database Queries\", \"Apex Data Loader\", \"Build Process\", \"Python (Programming Language)\", \"Maintainability\", \"External Data Representation\", \"Microsoft Message Queuing\", \"Object Oriented Project Management\", \"Objective Function\", \"Dataset\", \"Root Cause Analysis\", \"Process Optimization\", \"Minimum Data Set\", \"Data Processing Systems\", \"Stream Processing\", \"Business Requirements\", \"Sqoop\", \"Finance\", \"Production Support\", \"Scalability\", \"Evolution-Data Optimized\", \"Self-Directed Learning\", \"Big Data\", \"Bash (Scripting Language)\", \"Cross-Functional Team Leadership\", \"Transformation (Genetics)\", \"Data Structures\", \"Relational Databases\", \"Software Development\", \"Scripting\", \"Git Flow\", \"Operational Data Store\", \"Amazon Data Pipeline\", \"RESTful API\", \"Java (Programming Language)\", \"Application Programming Interface (API)\", \"Data-Flow Analysis\", \"Source Data\", \"DevOps\", \"Information Systems\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'bi data scientist',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.53228360e-01 2.70658046e-01 3.72768700e-01 2.32876036e-02\\n4.73175436e-01 -3.48142348e-02 4.43848148e-02 1.15612105e-01\\n-1.16222799e-01 -4.17315096e-01 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Lead and/or push the HD needs in the different BI relevant projects (e.g. CCM project) Functional leadership of project members in role of project leader Continuously update analytical and methodical skills Your profile: University degree (Master) in mathematics, information technology, engineering, economics or similar Relevant working experience in commercially applied analytics, econometrical modeling and statistical software (e.g. R, python) Experience in reporting/visualization software, ideally Tableau Experience in data warehousing and in relational as well as unstructured data environments Proven SQL skills High project management skills and profound experience in workshop management Good written and verbal communication skills and ability to work in cross cultural environments Excellent conceptual capabilities, able to analytically break-down and solve complex problems with high focus on implementation Written and spoken fluency in English, and preferably also in German Proven team player as well as ability to work independently and unsupervised Willingness to travel (mostly between the groups Hubs) Benötigte Skills Business Intelligence Python Python R SQL Englisch Reisetaetigkeit Projektleitung',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Complex Problem Solving\", \"Leadership\", \"Proactivity\", \"Management\", \"Operations\", \"Decision Making\", \"Information Technology\"]',\n", + " 'hard_skills': '[\"Python Server Pages\", \"Tableau (Business Intelligence Software)\", \"Tooling\", \"Engineering Economics\", \"Analytics\", \"Statistics\", \"Visualization\", \"Data Warehousing\", \"SQL (Programming Language)\", \"Statistical Software\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Idealization\", \"Performance Measurement\", \"Business Intelligence\", \"Unstructured Data\", \"Conceptualization\", \"Budgeting\", \"Layout Optimization\", \"Logical Data Models\", \"R (Programming Language)\", \"Econometric Modeling\", \"Cross-Cultural Studies\", \"Forecasting\", \"Project Management\", \"Commercialization\", \"Business Case\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '16',\n", + " 'job_title': 'software engineer application framework 80-100%',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Enterprise Software & Network Solutions',\n", + " 'website': 'www.avaloq.com',\n", + " 'jobdescription_embedded': '[[-1.38273299e-01 2.87755728e-01 5.54463685e-01 -7.89426081e-03\\n5.55581212e-01 -1.15915179e-01 6.84729442e-02 3.51902515e-01\\n-1.10367537e-02 -3.52897584e-01 -4.75258008e-02 -1.86945513e-01\\n-1.89395808e-02 2.88173333e-02 1.01893395e-01 3.15285981e-01\\n2.32014522e-01 1.36371285e-01 -1.30550429e-01 2.88902909e-01\\n1.48151129e-01 -2.29120925e-02 2.24251106e-01 7.00022876e-01\\n4.82816964e-01 3.70246209e-02 -6.05696291e-02 -2.93427296e-02\\n-2.86100626e-01 -2.58671373e-01 5.16586721e-01 8.64480212e-02\\n-1.28873259e-01 -3.64261597e-01 2.68727187e-02 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Together. Avaloq is a value-driven fast-paced fintech company and we are committed to develop the banking technology of tomorrow. Leading banks and wealth managers in all major financial centres rely on our software and services, and this unique community grows every day. Your team Application Framework - The Application Framework Team is mainly responsible for the software framework used in the Avaloq Banking Suite (ABS) for the management of static data and technical business process execution. We enhance and maintain the frameworks and tools that enable other teams to create and process their business specific logic. The application framework team works on the central core of the ABS. Our frameworks process several millions of transactions (e.g. payments) each day and maintain all the static data of our customers. Your mission Drive the future architecture of Avaloq’s search engine Drive and enhance the core frameworks of Avaloq’s current and future products Understand the architectural big picture, support and consult our stakeholders – customers as well as internal business teams Constant self-development What you need University degree in Computer Science (ETH/University) or equivalent experience Solid understanding of modern software engineering principles and design patterns Strong analytical, abstract thinking and problem-solving skills Understanding of relational databases Strong communication abilities and customer-centric Proficient English language skills You will get extra points for the following Experience in PL/SQL and Java/JEE Basic understanding of framework development Understanding of agile methodologies Now let’s talk about perks and compensation With our compensation model, we want to share the success of the company with all our employees. We offer competitive base salaries and if you prove yourself as a super-star, you might be entitled to an extraordinary achievement reward. Place of work Zürich Don’t be shy – apply! Avaloq Evolution AG Alina Tauscher, Talent Acquisition Professional Allmendstrasse 140 - 8027 Zürich - Switzerland www.avaloq.com/en/open-positions Please only apply online. Note to Agencies: All unsolicited résumés will be considered direct applicants and no referral fee will be acknowledged.',\n", + " 'soft_skills': '[\"Writing\", \"Professionalism\", \"Management\", \"Problem Solving\", \"Communications\", \"Positivity\", \"Consulting\"]',\n", + " 'hard_skills': '[\"PL/SQL\", \"Tooling\", \"Computer Science\", \"Search Engine Submission\", \"Analytics\", \"Application Frameworks\", \"Distributed Design Patterns\", \"Wealth Management\", \"Talent Acquisition\", \"Component Object Model (COM)\", \"Maintainability\", \"E (Programming Language)\", \"Executable\", \"Software Engineering\", \"Static Data\", \"Agile Methodology\", \"Business Process\", \"Eclipse Process Framework\", \"Library For WWW In Perl\", \"Banking\", \"Relational Databases\", \"SQL And Java (SQLJ)\", \"Software Modernization\", \"Abstractions\", \"EN 1993 Building Codes\", \"International Business\"]',\n", + " 'languages': \"['English', 'Kazakh']\"},\n", + " {'company_id': '75',\n", + " 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Backed by a major Swiss venture fund, MIACAR successfully launched in the region of Bern and we are now growing our company at high speed. Join us in becoming the category king in Switzerland and help us giving our customers what they really want: More time for the beautiful things in life. Graduate Software Engineer (f/m/d) As a Software Engineer you will be responsible for developing state-of-the-art mobile and web applications that delight our customers. These will be your tasks Contribute to developing MIACAR\\'s scalable, reliable, and secure grocery delivery platform (this includes web and mobile applications for our customers as well as our logistics operations) Take pride in working on projects to successful completion involving a wide variety of technologies and systems Assure quality via testing, validating data, monitoring and implementing best practices Deliver high quality software and user experience within an Agile development environment You\\'re offering these qualifications Solid understanding of Computer Science concepts, algorithms and data structures 2+ years of experience with a modern statically typed programming language (Typescript, Haskell, C++, Java, Scala, or similar) Knowledge of version control techniques using git Interest in functional programming We\\'re offering these benefits Be a key player in the most ambitious Swiss online food story Highly motivated, dynamic and international team Fame and glory for what you will have built No bulls**t, down to earth, yet high caliber work environment Sounds like you? Submit your application for MIACAR and be a \"Hero of the first hour\"! We are looking forward to hearing from you. Contact: MIACAR AG Helen Krähenbühl MIACAR is backed by the Migros group. For more job offerings, please visit: migros-gruppe.jobs',\n", + " 'soft_skills': '[\"Typing\", \"Quality Assurance\", \"Operations\", \"Reliability\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Agility\", \"KM Programming Language\", \"Development Environment\", \"Data Validation\", \"Computer Science\", \"Good Agricultural Practices\", \"Mobile Application Software\", \"TypeScript\", \"Haskell (Programming Language)\", \"Software Quality Management\", \"Version Control\", \"M (Programming Language)\", \"Hostile Work Environment\", \"Quality Management Systems\", \"Software Engineering\", \"Test Data Generation\", \"Mobility\", \"Logistics\", \"Scalability\", \"Functional Programming\", \"Foods\", \"Data Structures\", \"Algorithms\", \"Git Flow\", \"User Experience\", \"Java (Programming Language)\"]',\n", + " 'languages': \"['English', 'Hindi']\"},\n", + " {'company_id': '41',\n", + " 'job_title': 'software engineer (100%) – web and data science',\n", + " 'location': 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The EPFL employs 6,000 people supporting the three main missions of the institutions: education, research and innovation. The EPFL campus offers an exceptional working environment at the heart of a community of 16,000 people, including over 10,000 students and 3,500 researchers from 120 different countries. Software Engineer (100%) – Web and Data ScienceYour mission : The Distributed Information Systems Laboratory (LSIR) headed by Prof. Karl Aberer at EPFL in Lausanne is currently looking for a software engineer with experience in Web development and Data Science. If you are interested in being at the crossroad of Web technologies, Machine learning and Computational Journalism, this job is for you. You will join our research team. Our goal is to develop a web platform to collect news articles from all around the world and to analyze the media landscape in real-time. You will be in charge of the Web platform development and will help us integrating some of the algorithms developed by our researchers. Interest in the field of journalism is a plus. Main duties and responsibilities include : Participate in the development and optimization of the platform in close collaboration with research staff. Support research staff to the transition of research prototypes into production-grade software tools. Implement best practices for sustainable and maintainable software development. Your profile : Master’s degree in computer science or equivalent. Ideally, at least 2 years of experience in software development. Fluent English in speech and writing Skills required Experience in web application development (Full-stack). Expertise in Python. Experience in managing and processing large-scale datasets. Effective team player. Skills preferred Experience in front-end and with at least one Javascript framework (e.g., Node.js, React, or Angular). Experience with at least one Machine/Deep Learning framework (e.g., scikit-learn, PyTorch, or Tensorflow). Experience with at least one Natural Language Processing framework (e.g., SpaCy, NLTK). We offer : A young, dynamic and interdisciplinary team Collaboration with strategic external partners and with advanced scientists Start date : Immediatly Term of employment : Fixed-term (CDD) Duration : 1 year, renewable Contact : For additional information, please contact J. Rappaz: jeremie.rappaz@epfl.ch Remark : Only candidates who applied through EPFL website or our partner Jobup’s website will be considered.',\n", + " 'soft_skills': '[\"Research\", \"Writing\", \"Team Effectiveness\", \"Collaboration\", \"Management\", \"Communications\", \"Integration\", \"Innovation\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Web Applications\", \"Real Time Data\", \"Tooling\", \"Natural Language Processing\", \"Sustainability\", \"Computer Science\", \"Collections\", \"Good Agricultural Practices\", \"Web Application Development\", \"Scikit-learn (Machine Learning Library)\", \"Educational Research\", \"Scale (Map)\", \"Landscaping\", \"Python (Programming Language)\", \"Node.js\", \"Prototyping\", \"Maintainability\", \"E (Programming Language)\", \"Machining\", \"Web Development\", \"Dataset\", \"Software Engineering\", \"React.js\", \"Data Science\", \"SpaCy (NLP Software)\", \"Therapeutic Support Staff\", \"TensorFlow\", \"Deep Learning\", \"JavaScript Frameworks\", \"NLTK (NLP Analysis)\", \"Angular (Web Framework)\", \"Front End (Software Engineering)\", \"Digital Learning Technology\", \"Software Development\", \"Algorithms\", \"Additives\", \"PyTorch (Machine Learning Library)\", \"Journalism\", \"Web Platforms\", \"Information Systems\"]',\n", + " 'languages': \"['English', 'Czech', 'Akan', 'Wolof']\"},\n", + " {'company_id': '42',\n", + " 'job_title': 'data science course developer and instructor',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'Colleges & Universities',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.31003404e-01 2.87446916e-01 4.94195759e-01 6.79244250e-02\\n5.64721525e-01 -1.02165639e-01 4.63781841e-02 4.17711139e-01\\n-7.86895026e-03 -1.81509703e-01 -1.69008210e-01 -1.56376541e-01\\n3.87024619e-02 9.05360281e-02 1.98915392e-01 4.50523078e-01\\n2.97633052e-01 -7.17932507e-02 -1.61911964e-01 3.28495532e-01\\n-1.14688650e-03 -7.13254437e-02 -6.84413910e-02 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Here’s what you’ll get to do in this role: Develop data science and advanced analytics activities, including applications of mathematical modeling, statistical analysis and machine learning techniques (through exercises, public posts, capstone project guidance); Guide learners in acquiring hands-on data science experience using Python (NumPy, Pandas, Scipy, Scikit-Learn, Matplotlib, Seaborn); Apply technical expertise and leadership skills to design, develop, manage and grade learner projects using real-world large datasets and relational databases; Design and lead workshops and hackathons, and participate in conferences to promote the EPFL Extension School, data science and digital skills to a wide audience; Collaborate with partners from academia and the private sector to identify opportunities for development of new courses and workshops as well as learner course projects and capstone projects; Manage additional course development and other activities to support the growth of the EPFL Extension School The audience for the EPFL Extension School courses extends to a large, general public and the knowledge level of the learners will range from novice (no prior experience with Python and/or in data science) to intermediate (strong familiarity, possibly but not necessarily university or post-graduate level knowledge) to advanced (practitioners in the field, seeking to learn specific skills). The course developer should be able to adapt his/her approach and output accordingly. We expect a solid, demonstrable and practical background in all domains of data science relevant to beginner- and intermediate-level learners. In particular, we expect you to be have extensive hands-on experience with the most common tools, methods, and applications of all stages of the data science pipeline (i.e. data mining, data cleaning, data analysis, data visualisation), using Python. You will have advanced knowledge of Python and all relevant data science libraries. You will also have a proven ability to explain basic and difficult concepts in data/data science clearly and effectively to a wide audience. The ideal candidate also has experience with a variety of methods / models / tools relevant to data analytics, statistics and/or machine learning. Additional required qualifications: Background in computer science, data science, statistics, the physical sciences or other quantitative field (academic or equivalent professional experience); Previous experience with data science projects; Previous teaching/TA experience; Excellent communications and relationship management / « people » skills; Excellent written verbal presentation skills and the ability to communicate both to business and technical audiences, with a wide variety of skills / skill levels; Strong organisational skills; Good team player; Self-starter, capable of autonomous time management and work; Ability to rapidly and independently acquire new skills Fluent English, both written and spoken; Comfortable with developer tools: git, the command line, code editors, etc.; Previous experience in time series analysis, natural language processing, or advanced statistics a plus; Start-up experience a plus.',\n", + " 'soft_skills': '[\"Leadership\", \"Adaptability\", \"Professionalism\", \"Collaboration\", \"Self Starter\", \"Management\", \"Communications\", \"Presentations\", \"Teaching\", \"Time Management\", \"Relationship Management\"]',\n", + " 'hard_skills': '[\"Matplotlib\", \"Tooling\", \"Qualitative Data Analysis\", \"Natural Language Processing\", \"Computer Science\", \"Analytics\", \"Statistics\", \"Machine Learning\", \"Physical Science\", \"Scikit-learn (Machine Learning Library)\", \"Staging\", \"Activism\", \"NumPy\", \"Apex Data Loader\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Levelling\", \"Course Development\", \"Library\", \"Apple Developer Tools\", \"Dataset\", \"Line Coding (Telecommunication)\", \"Pipelining\", \"Alexa Skills Kit\", \"Code Editor\", \"Data Science\", \"Time Series\", \"Cleaned Data\", \"Management Development\", \"Relational Databases\", \"Mathematical Modeling\", \"Additives\", \"Command-Line Interface\", \"Git Flow\", \"SciPy\", \"Digital Skills\", \"Pandas (Python Package)\", 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Furthermore, do you want to work with world’s biggest Language Company in the world? Then please read on! We are looking for a Data Scientist to be based in our headquarters in Zurich, Switzerland. EF International Language Campuses is building a new data platform and is looking for new T-profiles, combining general and in-depth technology skills, to join the team to build the future of data processing at EF. The role Work with large complex data sets to solve difficult, non-routine analysis problems applying advanced analytical methods as needed Conduct end-to-end analysis including data gathering and requirements specification, processing, analysis, ongoing deliverables and presentations Make business recommendations with effective presentations of findings at multiple levels of stakeholders through use of visual displays of quantitative information Collaborate with business customers to understand needs, recommend strategy enhancements and deploy predictive analytics across multiple platforms Develop, consult on, deploy and analyse testing strategies to leverage learnings for future business endeavours Present technical issues to non-technical audiences You will work in a highly international company with development offices in Zurich, London, Shanghai, Boston and Bangalore Your profile You are curious and want to stay on top of new technologies You have an entrepreneurial drive and focus on progress and results You are a team-player and have an agile mind-set You are hands-on with an attention to details and quality Requirements Bachelor / Master / PhD degree in Math, Statistics, Physics, CS, or other quantitative disciplines Experience articulating business questions, using mathematical techniques to arrive at an answer using available data, and translating technical/analysis results into business recommendations Extensive experience with programming/analytical tools (Python, R, Julia, etc.) Experience cleaning and processing data (structured, unstructured) Experience with data visualization tools (Qlik, PowerBI, D3, etc.) Experience with data querying tools (SQL, DB2, Hive, Pig etc.) Excellent communication (written and verbal), presentation, and facilitation skills Ability to manage multiple goals and deadlines Fluency English About Us EF Education First is a global education company focusing on language, academic, cultural exchange, and educational travel programs. We are 52,000 staff, faculty and teachers, working in over 612 offices and schools across 52 countries, and having a global presence in 116 countries. While we continue to grow, we strive to stay small so as to ensure agility, smart thinking and a fun place to work. For the past 53 years, EF has grown to include a range of programs that give students of all ages the freedom and confidence to explore the world through language, travel and education. EF is committed to safeguarding and promoting the welfare of children and young adults and expects all staff and volunteers to share this commitment. References will be followed up and will ask specifically whether there is any reason that the applicant should not be engaged in situations where they have responsibility for, or substantial access to, persons under 18. Upon interview all gaps in CVs must be explained satisfactorily and proof of identity and, where applicable, qualifications will be required. Appropriate suitability checks and Garda Vetting will be conducted prior to confirmation of appointment.',\n", + " 'soft_skills': '[\"Collaboration\", \"Management\", \"Articulation\", \"Presentations\", \"Written Communication\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Julia (Programming Language)\", \"Tooling\", \"Agility\", \"Programming (Music)\", \"Analytics\", \"Scholastic READ 180\", \"Visualization\", \"Requirements Specifications\", \"Python (Programming Language)\", \"Levelling\", \"D3.js\", \"Test Strategy\", \"Process Analysis\", \"DB2 SQL\", \"Technical Translation\", \"Data Visualization\", \"Apache Hive\", \"Personalization\", \"Cultural Exchange\", \"R (Programming Language)\", \"Young Adult Literature\", \"Electronic Data Processing\", \"Statistical Physics\", \"Technical Analysis\", \"Data Structures\", \"Predictive Analytics\", \"Data Management Platforms\", \"Data Processing\"]',\n", + " 'languages': \"['English', 'Tigrinya']\"},\n", + " {'company_id': 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You enjoy learning new things and are passionate about developing new features, maintaining existing code, fixing bugs, and contributing to overall system design. You are a great teammate who thrives in a dynamic environment with rapidly changing priorities. Your profile: a Bachelor's or higher degree in technical field of study or equivalent practical experience hands-on experience with highly concurrent production grade systems knowledge of at least one modern programming language, such as Go, Java, C++ and Scala, etc. excellent troubleshooting and creative problem-solving abilities excellent written and oral communication and interpersonal skills Ideally: experience with systems for automating deployment, scaling and management of containerised applications, such as Kubernetes and Mesos experience with big data technologies, such as Kafka, Spark, Storm, Flink and Cassandra experience with encryption and cryptography standards Benötigte Skills JAVA Python Englisch Scala Kryptografie / Verschlüsselung Go\",\n", + " 'soft_skills': '[\"Management\", \"Problem Solving\", \"Communications\", \"Troubleshooting (Problem Solving)\", \"Creative Problem-Solving\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Scale (Map)\", \"Systems Design\", \"Automation\", \"Kubernetes\", \"Scala (Programming Language)\", \"Apache Flink\", \"Apache Cassandra\", \"KM Programming Language\", \"Encryption\", \"Cryptography\", \"Python (Programming Language)\", \"Maintainability\", \"Location-Based Services\", \"Java (Programming Language)\", \"Idealization\", \"Big Data\", \"Apache Mesos\"]',\n", + " 'languages': \"['English', 'Bambara']\"},\n", + " {'company_id': '127',\n", + " 'job_title': 'software developer/devops engineer',\n", + " 'location': 'Basel',\n", + " 'industry': 'Colleges & Universities',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.79464602e-01 2.83842206e-01 4.32112038e-01 -1.00324735e-01\\n5.33078432e-01 -1.73618779e-01 -1.52223721e-01 4.19416130e-01\\n-1.45017251e-01 -3.03699583e-01 -1.04994282e-01 -2.60173768e-01\\n-1.43293232e-01 1.81950599e-01 7.96944425e-02 4.16553766e-01\\n3.46023202e-01 5.54476380e-02 -1.65452421e-01 3.39596689e-01\\n9.71518457e-02 -7.41897374e-02 -2.95279995e-02 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3.60321738e-02]]',\n", + " 'job_description': 'Starting immediately or as per agreement The Biozentrum of the University of Basel is one of the leading life sciences institutes in the world. It consists of 32 groups and 500 employees that research how molecules and cells create life, spanning the scale from atom to organism. Founded in 1971, the Biozentrum has been the birthplace of many fundamental discoveries in biology and medicine, spawning several Nobel Laureates. The Research IT technology platform is the primary contact point for scientific IT projects at the Biozentrum. We support the Biozentrum’s scientists and staff with expertise, services and custom software development to facilitate research data management, analysis and collaboration. Your position We are looking for a Software Developer/DevOps Engineer with experience in web technologies who enjoys both sides of the software lifecycle coin: Developing state of the art applications as well as deploying and operating systems and services in production. In this role, you support the specific needs of the research groups and administrative units at the Biozentrum. Your responsibilities Ensuring reliable operation of our existing services within a heterogeneous service infrastructure (Linux, Windows, Citrix Hypervisor), software (application software, web servers) and databases (MySQL, PostgresSQL, MS-SQL) Software development, with an emphasis on web technologies Planning, design, transition and operation of new services. Active participation in Research IT projects, such as discussing requirements with users, developing scenarios and solutions, as well as occasional training. Your profile We are looking for an enthusiastic person with a Master’s degree in Computer Science, Bioinformatics or equivalent relevant experience. You have not only proven programming skills, but also outstanding analytical and collaborative skills that you enjoy bringing to the table in cross-functional projects. You like to work in an agile academic work environment and embrace a service-oriented approach. Part of your duties is to make sure that our production services run smoothly. Furthermore, you are: Very familiar with operation of Linux/Apache/* stacks, MySQL, PostgreSQL, familiar with other setups (Windows, MS-SQL). Experience with virtualization, containers, orchestration a definite plus. Experienced with web development using at least one of the following: PHP/Zend Framework, Python/Django, other frameworks a plus. Other coding and data management experience highly welcome. Comfortable applying software development best practices (source code versioning, unit testing, continuous integration, etc.) Finally, you are motivated to acquire further skills on the job and believe in continuous improvement. Good communication skills in English are required; knowledge of German is an asset. We offer The Biozentrum offers a cutting-edge research infrastructure, a highly international environment that provides numerous opportunities to learn more, and excellent working conditions. The position is initially for 2 years, with the possibility of permanent employment. Salary and benefits according to University of Basel standards. Application / Contact Please apply online with a CV, letter of motivation, and the name/address of three references: https://biped2.biozentrum.unibas.ch/apply/software-developer_devops-engineer The deadline for receipt of applications is 31 December 2019. Please note that only online applications will be accepted. Further information about Research IT: https://www.biozentrum.unibas.ch/researchit/ For specific questions, feel free to contact Michael Podvinec, PhD, Head of Research IT (michael.podvinec@unibas.ch).',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Research\", \"Collaboration\", \"Infrastructure\", \"Planning\", \"Operations\", \"Reliability\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Web Servers\", \"MySQL\", \"Enterprise Application Software\", \"Agility\", \"Programming (Music)\", \"Unit Testing\", \"Computer Science\", \"Zend Framework\", \"Life Sciences\", \"Data Management\", \"Citrix Systems\", \"Spawning\", \"Analytics\", \"Virtualization\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Continuity Tests\", \"Scale (Map)\", \"Activism\", \"Custom Software\", \"PostgreSQL\", \"Linux\", \"Python (Programming Language)\", \"Web Development\", \"Hostile Work Environment\", \"PHP (Scripting Language)\", \"Django (Web Framework)\", \"Operating Systems\", \"Cross-Functional Coordination\", \"Library For WWW In Perl\", \"Biology\", \"Personalization\", \"Quantum Point Contact\", \"Continuous Improvement Process\", \"Service-Oriented Modeling\", \"Clinical Data Management\", \"Finalization\", \"Software Development\", \"Windows Setup\", \"Source Codes\", \"Infrastructure Management Services\", \"Atom (Standard)\", \"Hypervisor\", \"SQL (Programming Language)\", \"DevOps\"]',\n", + " 'languages': \"['English', 'Dutch']\"},\n", + " {'company_id': '9',\n", + " 'job_title': 'software engineer backend (m/w)',\n", + " 'location': 'Switzerland',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.09588939e-01 3.53977472e-01 3.76809657e-01 -7.97372609e-02\\n3.86109412e-01 -2.18868315e-01 -4.56952713e-02 4.92449939e-01\\n-1.11506663e-01 -3.70523840e-01 -6.71701431e-02 -2.23877981e-01\\n-1.67698145e-01 5.79392575e-02 1.56673595e-01 3.58065605e-01\\n2.99305230e-01 1.31248459e-01 -2.14176953e-01 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We design and implement cluster systems, comprehensive virtualization solutions, enterprise hosting and cloud systems as well as complex LDAP solutions for centralized administration and authentication. We offer an unprecedented environment with a team of absolute open source professionals. We also promote community work and actively support the Open Source movement. Your responsibilities: Implementation of customized solutions based on Python (Django) and/or PHP Collaboration on the development of concepts and requirement specifications Support in customer meetings, assistance in the supervision of existing and new projects Participation in the planning and implementation of the realization Your qualifications: For this job you have knowledge in using well-known Open Source products and Linux/Unix as a working tool. In addition, you shine with us with the following characteristics: Very high degree of independence Profound knowledge of Python or PHP Experience in the development of OOP solutions, knowledge of functional programming desired Knowledge of the entire web application stack (Javascript, HTML, CSS; protocols, SQL databases) Security Know-how (SQL Injection, XSS, …) Modern technologies such as DevOps, Containers, CI/CD are no foreign words. Willingness to assume responsibility Familiarity with other programming languages and environments such as C++, Go or Rust are advantageous What we offer: We offer you a working environment with flexible employment conditions and a relaxed working environment with exceptionally talented employees. Short decision-making paths and the opportunity to take on responsibility quickly characterise our company and are an integral part of our philosophy. It is also important to us to make our contribution to Open Source – therefore we contribute to the Open Source movement at various levels, be it through financial support, sponsoring or participation in development. You interested? Then please send your application documents and the next possible starting date by email to Thomas Köchli. We look forward to getting to know you!',\n", + " 'soft_skills': '[\"Professionalism\", \"Collaboration\", \"Planning\", \"Supervision\", \"Communications\", \"Integration\", \"Decision Making\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Tooling\", \"KM Programming Language\", \"Cascading Style Sheets (CSS)\", \"Virtualization\", \"Clustered File Systems\", \"C++ (Programming Language)\", \"Requirements Specifications\", \"Authentications\", \"SQL Injection\", \"Activism\", \"Python (Programming Language)\", \"Linux\", \"Levelling\", \"Systems Integration\", \"Cloud Platform System\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"PHP (Scripting Language)\", \"Hosting\", \"Django (Web Framework)\", \"Database Security\", \"Open Source Technology\", \"Project-Based Solutions\", \"Ldap Client\", \"JavaScript (Programming Language)\", \"Functional Programming\", \"Additives\", \"Rust (Programming Language)\", \"Unix\", \"SQL (Programming Language)\", 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You will build tools and infrastructure to help our client solve problem that directly impact their business - be it operations, finance, manufacturing or R&D. You will have opportunity to work with world-class experts who previously worked for companies like Google, Amazon, Palantir or Microsoft. We're looking to expand our engineering team in Lausanne, Zurich (Switzerland) and Krakow (Poland). What You’ll Do Design, build, maintain, and troubleshoot data pipelines and processing systems that are relied on for both production and analytics applications, using tools like Spark or Airflow. Use best practices in continuous integration and delivery. Help drive optimization, testing and tooling to improve data quality. Collaborate with other software engineers, ML experts and stakeholders, taking learning and leadership opportunities that will arise every single day. Work in multi-functional agile teams to continuously experiment, iterate and deliver on new product objectives. RequirementsWho You Are You know how to work with high volume heterogeneous data, preferably with distributed systems such as Hadoop. You know how to write distributed services in Python or Java or Scala. You are knowledgeable about data modeling, data access, and data storage techniques. You appreciate agile software processes, data-driven development, reliability, and responsible experimentation. You understand the value of teamwork. You are willing to travel up to 20% of your time. BenefitsWhat We Offer Work with cutting edge technology on projects that matter Challenging work close to a customer inside an experienced 10x engineering team Tailor-made mentorship program Dedicated budget for training 10% of the time for self-development Yearly bonus based on the performance of the company A package of shares Who We AreUnit8 is a Swiss-based startup focused on solving problems of big industries like chemical, pharma, automotive and finance. Our team comprised of world-class experts in ML and Software Engineering who previously worked for silicon companies like Google, Amazon, Palantir or Microsoft. We work with some of the biggest companies in the world to solve the problems that directly affect their business. Apart from that, Unit8 dedicate a part of resources and time on things that deeply matter to us - that includes collaboration on pro-bono and engineering for good cases.\",\n", + " 'soft_skills': '[\"Complex Problem Solving\", \"Leadership\", \"Writing\", \"Teamwork\", \"Collaboration\", \"Mentorship\", \"Infrastructure\", \"Operations\", \"Reliability\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Data Quality\", \"Tooling\", \"Test-Driven Development (TDD)\", \"Agility\", \"Data Modeling\", \"Build Tools\", \"Analytic Applications\", \"Silicone\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Data Engineering\", \"Industrialization\", \"Apache Airflow\", \"Scala (Programming Language)\", \"Python (Programming Language)\", \"Maintainability\", \"Agile Edge Technologies\", \"Data Pipeline\", \"Experimentation\", \"Iterators\", \"Transaction Processing Systems\", \"Software Engineering\", \"Building Design\", \"NetApp Data Storage\", \"Budgeting\", \"Finance\", \"Logical Data Models\", \"Close Work Orders\", \"Resourcing\", \"Agile Model Driven Development\", \"Java (Programming Language)\", \"New Product Development\", \"Process Driven Development\", \"Agile Unified Process\"]',\n", + " 'languages': \"['English', 'Serbian']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data engineer (m/w)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.51825631e-01 2.60474980e-01 4.06874985e-01 3.90913012e-03\\n4.12762940e-01 -1.23509467e-01 4.15141247e-02 1.99809834e-01\\n-5.73633872e-02 -3.32715869e-01 -8.14895481e-02 -2.22888529e-01\\n-1.08683847e-01 -8.90786946e-02 6.65177479e-02 4.58354712e-01\\n2.12481126e-01 1.29846826e-01 -1.25317678e-01 2.87066758e-01\\n1.07233323e-01 -2.88710091e-02 -3.41112688e-02 6.10245287e-01\\n4.81369436e-01 -2.63749976e-02 -1.07174106e-01 -1.31487604e-02\\n-2.51145959e-01 -2.75283664e-01 4.13886905e-01 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our development platform with special focus on efficient data pipelines for usage in production environments Study, evaluate and select appropriate infrastructure and tooling Define data management processes and best practices for the full data lifecycle Work with clients to model data landscapes, define data pipelines and curate data for usage in data-driven use cases and services Mentor and educate team members and customers Your profile: Minimum qualifications Master’s degree in Computer Science or equivalent subject Very strong analytical skills with a mindset to make things “as simple as possible, but not simpler” Profound experience with relational databases and very good command of SQL Experience with data pipelines and ETL Experience with BigData platforms (e.g. Spark, Hadoop) Experience with data preparation and data scraping for machine learning models and their deployment to production Programming experience (e.g. Python, R, Java, PL/SQL, etc.) Strong interest in banking and financial services industry Open, curious, team-oriented personality with persistency and tenacity High sense of ownership and quality Excellent communication skills, both towards customers and peers Ability to think ahead, work independently and set priorities Very strong command of English, good command of German (verbal and written) Willingness to travel (mostly within Switzerland, occasionally EU/UK) Benötigte Skills SQL ETL Python Python R JAVA PL/SQL PLSQL Englisch Reisetaetigkeit',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Analytical Skills\", \"Team Oriented\", \"Infrastructure\", \"Persistence\"]',\n", + " 'hard_skills': '[\"PL/SQL\", \"Python Server Pages\", \"Tooling\", \"Programming (Music)\", \"Data Scraping\", \"Computer Science\", \"Data Management\", \"Data Modeling\", \"Good Agricultural Practices\", \"Financial Services\", \"Landscaping\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Pipeline\", \"Management Process\", \"Extract Transform Load (ETL)\", \"Use Case Diagram\", \"Machine Learning Methods\", \"Personalization\", \"R (Programming Language)\", \"Data Curation\", \"Banking\", \"Relational Databases\", \"Service Industries\", \"Amazon Data Pipeline\", \"Java (Programming Language)\", \"SQL (Programming Language)\"]',\n", + " 'languages': \"['English', 'Serbian', 'Sinhalese']\"},\n", + " {'company_id': '68',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Chiasso',\n", + " 'industry': 'Film Production & Distribution',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.10012941e-01 2.50470519e-01 4.47021544e-01 7.62318075e-03\\n4.62903321e-01 -1.23481639e-01 1.25570491e-01 2.44325876e-01\\n3.67624722e-02 -4.38723087e-01 -1.22936435e-01 -2.46223420e-01\\n-9.11628082e-03 -9.29438695e-03 5.71359470e-02 3.63453090e-01\\n2.53457546e-01 -3.03699821e-02 -2.00233787e-01 4.40562785e-01\\n1.52866721e-01 -6.13864996e-02 6.80958107e-02 6.93907142e-01\\n4.41830158e-01 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8.40340462e-03]]',\n", + " 'job_description': 'Job DescriptionWe are looking for brilliant people, not for a list of skills. While reading key responsibilities of the role, please consider that we value attitude more than your expertise. Are you curious and passionate about working in a constantly evolving and challenging international environment? Even if you dont feel to fit the role 100%, please apply: put your willingness to learn and we will grow together! Key Responsibilities will include Designing, writing and testing clean code using design patterns Create resilient, secure and performant applications able to serve millions of requests per day Contribute in simplifying and improving the infrastructure, always focusing on CI/CD Learn from colleagues and share your knowledge Interact with all stakeholders finding solutions for company evolutions Maintain systems by monitoring, identifying and correcting software defects. Contribute in the R&D of the company stack, proposing effective solutions Constantly updating technical knowledge and skills by attending in-house and/or external courses, reading manuals and accessing new applications Skills and Experience Essential Experience as a Software Engineer programming in Object Oriented languages ( C++, Java, Python etc.) Problem solving capabilities Positive and collaborative attitude Willingness to work inside a team Curiosity and passion for continuous improvement Customer orientation fluency in English What We Offer Working in an international agile environment using eXtreme Programming Bleeding edge technology stack (Docker, Kubernetes, Spring Boot, Vert.x, ReactJS, React Native and more ...) Continuous learning program with internal didactic unit Possibility to join conferences around Europe for continuous improvement Coding Dojo: a weekly training to learn and share coding techniques during office hours Internal technical conference (technical lunch) Flexible working hours Remote working up to 2 days per week Possibility to join the Erasmus program (temporary relocation among our offices) Complimentary fruit, beverages, coffees and a dedicated lounge area Preferential prices reserving through our platform Discounts from external partners Hiring Process Candidates for this position can generally expect a hiring process similar to the following one (please consider that based on location and availability the process can be slightly modified) Qualified candidates receive feedback concerning their application from our Recruiting team Based on role and experience, candidate might be requested to solve a coding exercise to submit on a public repository on Github. Exercise will be assessed by our internal Engineering team Onsite Coding -Techical interview: a coding exercise to solve together pairing with our Engineering team in your favourite programming language, plus a talk about technical stuffs, experiences and analyzing possible production scenarios Youll have the opportunity to meet our technical leaders and understand a little bit more about our continuous learning environment! Follow our technical team! -Blog: https://technology.lastminute.com/ -Twitter: https://twitter.com/lastminute_tech/Qualifications null Additional Information null',\n", + " 'soft_skills': '[\"Reservations\", \"Writing\", \"Collaboration\", \"Infrastructure\", \"Willingness To Learn\", \"Resilience\", \"Problem Solving\", \"Curiosity\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Kubernetes\", \"Accessioning\", \"Spring Boot\", \"Programming (Music)\", \"Agility\", \"KM Programming Language\", \"Interactivity\", \"Object Oriented Programming Language\", \"Distributed Design Patterns\", \"Scholastic READ 180\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"React Native\", \"Maintainability\", \"Agile Edge Technologies\", \"Dojo Toolkit\", \"Software Engineering\", \"Object Constraint Language\", \"Docker (Software)\", \"Beverage Products\", \"Blogs\", \"Continuous Improvement Process\", \"Receivables\", \"Virtual Learning Environments\", \"Additives\", \"Code Sharing\", \"Java (Programming Language)\", \"Vert.x\", \"Extreme Programming\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '31',\n", + " 'job_title': 'report specialist (data model - data.one / controlling)',\n", + " 'location': 'Basel',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.25119507e-01 8.17296654e-02 4.75452662e-01 -4.57868166e-02\\n4.19818580e-01 -1.04036637e-01 1.34177998e-01 2.97945648e-01\\n-1.21588849e-01 -3.26886237e-01 4.67494056e-02 -3.42348874e-01\\n5.22543304e-02 1.05158746e-01 -5.45630790e-02 4.21756685e-01\\n2.05081731e-01 1.78786427e-01 -1.47596404e-01 2.74296910e-01\\n2.82686442e-01 -2.65080005e-01 2.36876994e-01 4.95839745e-01\\n4.31182474e-01 2.98775341e-02 -2.05575721e-03 3.25127281e-02\\n-3.16102564e-01 -4.02572900e-01 5.12588620e-01 9.98925641e-02\\n-1.26051903e-01 -1.54986337e-01 1.66265279e-01 8.81956704e-03\\n-1.60408869e-01 -4.30136696e-02 -3.58815701e-03 1.38989374e-01\\n-4.83927667e-01 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Affairs shift in data.one by: Check Actual deliveries of all countries against target status Communicate with country Controllers to ensure implementation of target status Document and track implementation status in each country Support countries with technical questions Must Haves: Strong knowledge of data model - data.one Follow-up with Controllers having different cultural background (i.e. worldwide) Proficiency with Excel and the use of databases Excellent communication skills Good organizational skills Start date : ASAP Duration: 3 months with exention opportunities Location: Basel Are you interested to work in this challenging position? Florence Wespiser, MSP Consultant, is looking forward to receiving your complete profile. Please send an e-mail to florence.wespiser@coopers.ch By sending us your CV per E-Mail you are giving us your consent to the processing of your personal data according to our Data Privacy Policy.',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Communications\", \"Organizational Skills\", \"Positivity\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Health Data Specialists\", \"Cost Control\", \"TARGET 3001!\", \"Medical Affairs\", \"Logical Data Models\", \"Track (Rail Transport)\", \"Personalization\", \"E (Programming Language)\", \"Data Modeling\", \"Data Privacy Laws\", \"Receivables\", \"Controllability\"]',\n", + " 'languages': \"['English', 'Korean', 'Tibetan', 'Malayalam']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data preparation expert (m/f)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-8.08659196e-02 3.70688587e-01 5.38214862e-01 5.78740872e-02\\n5.34247518e-01 -1.54058203e-01 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projects and reporting complex relationships in data - Excellent German and English language skills - Thinks big, gets things done, has fun and loves working with a high impact team! Preferred Qualifications: - Affinity to E-Commerce, data processing technology and enterprise software - Experience in ETL software, data transformation pipelines and data warehousing Benötigte Skills Konzeptionell / Analytisch Bash Python Python R Englisch ETL E-commerce',\n", + " 'soft_skills': '[\"Collaboration\", \"Quality Assurance\", \"Sales\"]',\n", + " 'hard_skills': '[\"Automation\", \"Python Server Pages\", \"Enterprise Application Software\", \"Data Management\", \"Data Warehousing\", \"Post Processing\", \"Python (Programming Language)\", \"Customer Data Integration\", \"Data Transformation\", \"Extract Transform Load (ETL)\", \"Pipelining\", \"E-Commerce\", \"Office Management Software\", \"R (Programming Language)\", \"Bash (Scripting Language)\", \"Electronic Data Processing\", \"Independent Analyst Platform\", \"Adapter Scripting Language\", \"Suspicious Activity Report\", \"Amazon Data Pipeline\", \"Customer Requirements Analysis\"]',\n", + " 'languages': \"['English', 'Tagalog', 'Fijian', 'Limburgish']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data ingenieur',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.73539215e-01 2.95446873e-01 3.41366827e-01 3.93180214e-02\\n4.40420538e-01 -1.47717759e-01 -5.48443720e-02 2.30844498e-01\\n-8.91414285e-02 -4.39024776e-01 1.05183357e-02 -9.85265374e-02\\n-2.43622586e-01 -5.89660660e-04 -1.47397863e-02 4.74850059e-01\\n2.80426443e-01 6.34839982e-02 -1.43790379e-01 3.84318888e-01\\n1.05363093e-01 -3.25387642e-02 -2.00483307e-01 8.03782105e-01\\n3.08296889e-01 -3.17984521e-02 2.24749073e-02 9.14418623e-02\\n-6.67959005e-02 -1.43164203e-01 3.64695042e-01 1.60059065e-01\\n-1.00824147e-01 -3.22888434e-01 1.22831404e-01 2.00250655e-01\\n-1.94558889e-01 6.35166764e-02 -1.37775987e-01 7.37599581e-02\\n-3.76453847e-01 -1.73091054e-01 -8.04219916e-02 3.95079516e-02\\n-1.57729849e-01 -2.51143217e-01 1.44618124e-01 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You optimise the use of available CPU and GPU resources for training machine learning models on large datasets on platforms such as AWS and Azure. You work with our engineers to ensure that new models can be seamlessly integrated into our applications and reliably deployed on production systems. You actively share your know-how with our other data scientists (which already includes specialists in areas such as natural language processing, recurrent neural networks and mathematics) and in turn you learn from their ideas and expertise. Requirements: You can produce scalable, reliable and easy-to-understand code in Scala, Java and/or Python. You have deployed machine learning models in production, having tested their robustness and scalability in different environments. You are familiar with a wide range of machine learning approaches, in particular deep learning models. You are passionate about the newest neural network architectures, but you also remain pragmatic and recognise that a simpler traditional machine learning model might work just as well for many use cases. You enjoy solving mathematical problems. You desire to work in a small, agile team environment. You communicate proactively and work independently. Benötigte Skills Scala JAVA Python Python',\n", + " 'soft_skills': '[\"Proactivity\", \"Communications\", \"Reliability\", \"Integration\"]',\n", + " 'hard_skills': '[\"Python Server Pages\", \"Graphics Processing Unit (GPU)\", \"Agility\", \"Natural Language Processing\", \"Scala (Programming Language)\", \"Activism\", \"Python (Programming Language)\", \"Prototyping\", \"Dataset\", \"Use Case Diagram\", \"Machine Learning Methods\", \"Benchmarking\", \"Scalability\", \"Production Systems\", \"Deep Learning\", \"Recurrent Neural Network (RNN)\", \"Resourcing\", \"Java (Programming Language)\", \"Network Architecture\"]',\n", + " 'languages': \"['English', 'Kirghiz', 'Zulu']\"},\n", + " {'company_id': '85',\n", + " 'job_title': 'data architect',\n", + " 'location': 'Gland',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.26959467e-01 1.85585111e-01 5.45626521e-01 3.39563489e-02\\n6.05104625e-01 -1.55945927e-01 -5.37235290e-02 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We are expanding our Data Intelligence Practice in Gland and Zurich and we are looking for dynamic and passionate Data Architects with experience in Large-scale transformation, mass migrations, complex application architectures, multi-cloud Data Lakes, Artificial Intelligence, Data Science and Big Data to name a few. We will be starting very soon our interviews so if you want to be part of our successful story of growth, apply now! Your background: Master Degree in Computer Science or another technical field. 5-10 years in a Data Architect role. Experience as a hands-on technical practitioner/specialist in client facing roles in large enterprises. Demonstrated client facing consulting skills, including building strong client relationships. Excellent verbal, presentation and written communications skills. Strong team skills including the ability to lead and be a team player. Knowledge on Datawarehouse and Big-Data architecture. Knowledge in Advanced Analytics Azure ML, ML Server, BOT framework, Cognitive Services, Azure Databricks, as well as, PowerBI. Learn, learn, and learn by staying up-to-date on all technical developments related to Data Intelligence and Cloud. Fluent English and/or French CH/EU citizenship required What you will do... Are you looking to work with innovative technologies, challenging projects and to join a team of passionate people? Then OSB is where you belong. You will… Architecting and implementing big data solutions that meet customer needs for scalability, reliability, security and performance;; Creating functional design specifications, implementing solutions, and assisting with other project deliverables as required. Keeping abreast of emerging Cloud technology trends and their impact on Cloud solutions.. Why OSB is for you... One Step Beyond is one of the fastest-growing start-up companies in Switzerland. In less than 2 years we have passed the 40 OSBers with an ambition to grow locally and internationally. We are a Native Cloud Consulting company helping organizations embrace Cloud technology that includes Microsoft, AWS, Google, etc. The cloud journey at OSB starts with the Cloud Strategy to then move to the execution that usually covers topics like Modern Workplace, Artificial Intelligence, Machine Learning, SaaS solutions or Blockchain most often multi-cloud. Our approach is to be technology agnostic to always try to find the best solutions comparing various technologies and approaches. We invest part of our time in “Beyond the Cloud” initiatives where our team investigates emerging technologies. Are you looking to grow your career in the Consulting business with the opportunity to work for large organizations but always staying ahead of new technologies? Then let’s discuss as at OSB we are not \"just the usual consulting company\".',\n", + " 'soft_skills': '[\"Investigation\", \"Reliability\", \"Presentations\", \"Innovation\", \"Written Communication\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Blockchain\", \"Computer Science\", \"Analytics\", \"Machine Learning\", \"Functional Design\", \"Scale (Map)\", \"Intelligence Data Handling\", \"Azure Cognitive Services\", \"Design Specifications\", \"Executable\", \"Microsoft Modern Workplace\", \"Localization\", \"Investments\", \"Applications Architecture\", \"Data Science\", \"Service Delivery Framework\", \"Artificial Intelligence\", \"Scalability\", \"Learning With Errors\", \"Big Data\", \"Azure Databricks\", \"Transformation (Genetics)\", \"Data Lakes\", \"Emerging Technologies\", \"Cloud-Native Architecture\", \"Cloud Technologies\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '102',\n", + " 'job_title': 'data engineer (m/f)',\n", + " 'location': 'Zürich',\n", 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Data Engineer (m/f) Zurich Key Responsibilities: Drive and develop a new Data platform, and the future of Data processing for the firm Ensure delivery is meeting the highest quality and standards With a strong track record in Data engineering / Science you have: Profile: Experience designing and implementing Data technologies Strong in Java, Python and SQL programming languages Skilled in Docker and Kubernetes, AWS, Shell scripting Strong team player and leader with excellent interpersonal skills Fluency in English required, other languages are a plus Apply for the Data Engineer (m/f) position if you believe this is your next challenge. A very rewarding Data Engineer (m/f) in-house role has become available at a leading firm creating their new data platform.',\n", + " 'soft_skills': '[\"Positivity\"]',\n", + " 'hard_skills': '[\"Docker (Software)\", \"Kubernetes\", \"Experience Design\", \"KM Programming Language\", \"Python (Programming Language)\", \"Shell Script\", \"M (Programming Language)\", \"Track (Rail Transport)\", \"Data Storage Technologies\", \"Java (Programming Language)\", \"Electronic Data Processing\", \"SQL (Programming Language)\", \"Data Engineering\"]',\n", + " 'languages': \"['English', 'Indonesian', 'Latin']\"},\n", + " {'company_id': '39',\n", + " 'job_title': 'junior software engineer (java/.net)',\n", + " 'location': 'Bern',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.58827543e-01 2.78695405e-01 4.78867859e-01 -1.40555575e-01\\n4.73880589e-01 -2.29799300e-01 1.18673015e-02 5.41712344e-01\\n-1.29821241e-01 -4.76364672e-01 -1.58624187e-01 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In this role Develop innovative web and mobile applications, using state-of-the-art tools and agile methodologies. Work closely with a multidisciplinary team of business analysts, architects and developers. Be involved in the complete project lifecycle, from requirements analysis to final delivery. What we offer A dynamic work environment with a young and highly motivated team. Ample opportunities to expand your knowledge and experience by working on a broad range of exciting projects, customers and technologies. Attractive prospects for career and personal development through training and coaching. A flat hierarchy and a culture of collaboration across all disciplines. The chance to make a difference in peoples’ life by building great software. About your profile You hold a MSc or BSc from a leading university or institute of technology. You already have some experience in developing Java or .Net applications from internships or course-related activities. You are passionate about technology and software engineering. You are familiar with the fundamentals of underlying technologies such as web-based user interfaces, relational and non-relational databases, application security, and communication protocols. You have a good command of English and either French or German (depending on working location). For Zurich and Bern you have very good language skills in German and English. For Lausanne and Geneva you have very good language skills in French and English. For Granada you have very good language skills in English.',\n", + " 'soft_skills': '[\"Collaboration\", \"Innovation\", \"Team Motivation\"]',\n", + " 'hard_skills': '[\"MSC Software\", \"Database Application\", \"Tooling\", \"Hostile Work Environment\", \"Relational Databases\", \"Requirements Analysis\", \"Agile Methodology\", \"Application Security\", \"Personality Development\", \"Communications Protocols\", \"Java (Programming Language)\", \"Mobile Application Software\", \"User Interface\", \"Software Engineering\", \"Finalization\"]',\n", + " 'languages': \"['English', 'South Ndebele', 'Welsh', 'Aymara', 'Indonesian']\"},\n", + " {'company_id': '1',\n", + " 'job_title': 'full stack software engineer',\n", + " 'location': 'Neuchâtel',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.57387906e-01 2.24195898e-01 4.99606431e-01 7.67015666e-03\\n4.39205438e-01 -1.57651961e-01 1.62919555e-02 2.65592307e-01\\n7.57750422e-02 -5.09545028e-01 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The candidate will join a multi-disciplinary team dedicated to developing high-quality products. The ideal candidate is a team player, likes overcoming difficult challenges, enjoys learning new skills, and has a “hands-on” problem solving approach. This is an outstanding opportunity for a self-motivated individual to make a key contribution and increase their responsibilities in a high-growth start-up environment. You will build software used by medical professionals and patients. We have build our platform on a modern stack, including Node.js, React, Redux, GraphQL. As a team, we embrace collaboration and independent responsibility: you’ll be supported in your work, and you’ll have the freedom to make your own decisions. This role is for someone who wants to apply their computer science knowledge to have a meaningful impact on personalised medicine and life sciences. We are looking for someone to grow with the organization as a core member of the team. Job responsibilities: As part of the 1Drop Diagnostics team, the candidate will develop software for a distributed portable medical diagnostics system: Provide architecture and design for the overall application according to the requirements Inspire our users with a beautiful and intuitive UI/UX design Develop new features and functionality in collaboration with team members Maintain best practices relating to design, implementation, documentation, testing, and deployment. Ensure an easy-to-read and robust code base and good test coverage. Monitor and optimize code performance Provide integration with external services Provide technical leadership Assess current development processes and recommend changes as needed Our ideal candidate: Minimum 2 years’ experience working in a team with a modern web stack (Node.js, Django, Rails, React, etc.) building high-performance web applications Proficient in modern JavaScript (especially promises), Python, Ruby/Ruby on Rails Passion for front-end engineering and design Desire to push our stack forward. Currently, we use Angular, Redux, and React, GraphQL on the front end, Node.js, Postgres and Rabbitmq on the back end Deep knowledge of the building blocks of the web: HTTP, headers, cookies, caching Knowledge and experience using dev ops (continuous integration: Maven, Jenkins, Git) Open, objective, opinionated. Having technology preferences but happy to use frameworks and tools that get the job done efficiently and with scale in mind Nice to have skills and experience: Interest in personalised medicine, biology, laboratory science Experience with machine learning and image processing Passion for making in your spare time: electronics, robots, art, bikes, cars, anything! Experience with Android or iOS development Experience working with a quality system in a regulated industry ',\n", + " 'soft_skills': '[\"Self-Motivation\", \"Leadership\", \"Decisiveness\", \"Collaboration\", \"Professionalism\", \"Problem Solving\", \"Integration\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Tooling\", \"Jenkins\", \"Nice (Unix Utility)\", \"Clinical Laboratory Science\", \"Computer Science\", \"Life Sciences\", \"High Performance Computing\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Industrialization\", \"Scholastic READ 180\", \"Scale (Map)\", \"Ruby (Programming Language)\", \"Android (Operating System)\", \"Python (Programming Language)\", \"Node.js\", \"Maintainability\", \"GraphQL\", \"IOS Development\", \"Quality Management Systems\", \"Software Engineering\", \"React.js\", \"Django (Web Framework)\", \"Threading Building Blocks\", \"Machine Learning Methods\", \"Front-End Engineering\", \"Image Processing\", \"RabbitMQ\", \"Product Quality (QA/QC)\", \"React Redux\", \"Apache Maven\", \"Electronics\", \"Biology\", \"JavaScript (Programming Language)\", \"Robotics\", \"Ruby On Rails\", \"Front End (Software Engineering)\", \"Back End (Software Engineering)\", \"Http Headers\", \"Software Development\", \"Service Provider\", \"Diagnostic Medical Sonography\", \"Git Flow\", \"Documentation Based Coding\", \"Process Driven Development\"]',\n", + " 'languages': \"['English', 'Portuguese', 'Panjabi', 'Chechen']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'embedded c++ software engineer',\n", + " 'location': 'Argovia',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.28433421e-01 2.83800691e-01 6.33915722e-01 -1.78634495e-01\\n5.39020002e-01 -3.36250365e-01 6.18693605e-02 3.50471020e-01\\n-7.10186884e-02 -3.54706466e-01 -1.74907476e-01 -2.11526304e-01\\n-9.95143130e-02 4.14948240e-02 1.44126892e-01 3.07880491e-01\\n2.99018383e-01 8.96476954e-02 -1.44576609e-01 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This role is permanent position based in Aargau Canton. Your role: Concept, design & develop multitasking real-time / embedded software with C ++ 11 under QNX. Help shape the architecture, specification & implementation of embedded software for a future generations of Laser Tracker systems. Design & implementation unit & system tests. Create development & troubleshooting tools. Collaborate in agile SW development process with various interdisciplinary teams & cooperate closely also with application testers. Your Skills: Strong knowledge in the development of embedded software with C ++ in real-time applications. Experienced with modern real-time operating systems (QNX, RT Linux etc.). Ideally experienced in planning & implementing software tests (unit, integration & system tests). Knowledge of current design methods (design patterns, UML, TDD, etc.) is desirable. Skills & experience in Python is considered advantageous. Your Profile: Completed University Degree in Electrical Engineering or Computer Science. Dynamic, up for big challenges & comfortable in high-tech environments. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format to sem@helvetica-partners.com You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " 'soft_skills': '[\"Positivity\", \"Cooperation\", \"Planning\", \"Multitasking\", \"Integration\", \"Troubleshooting (Problem Solving)\"]',\n", + " 'hard_skills': '[\"Real Time Data\", \"Test-Driven Development (TDD)\", \"Agility\", \"Real-Time Application Interface (RTAI)\", \"Unit Testing\", \"Computer Science\", \"UML Tool\", \"Collaboration Tools\", \"Distributed Design Patterns\", \"Embedded C++\", \"QNX (Software)\", \"Web Design Concepts\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Linux\", \"High Tech Manufacturing\", \"Idealization\", \"Software Engineering\", \"Operating Systems\", \"Design Methods\", \"C (Programming Language)\", \"Electrical Engineering\", \"Laser Tracker\", \"Receivables\", \"Systems Design\", \"Software Testing\", \"Embedded Software\", \"Real-Time Operating Systems\", \"System Testing\", \"Process Driven Development\"]',\n", + " 'languages': \"['English', 'Nyanja', 'Latvian']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'big data analytics consultant (m/f)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.24657977e-01 2.66480863e-01 4.03708637e-01 5.52951731e-02\\n4.74771887e-01 -1.88399032e-01 -5.48370555e-02 2.70024627e-01\\n-1.03801742e-01 -2.47027114e-01 -6.18684962e-02 -2.31567279e-01\\n-2.09308133e-01 -4.63474020e-02 1.93037182e-01 4.56488281e-01\\n1.97904155e-01 5.74505627e-02 -2.20258549e-01 3.89666051e-01\\n1.63357392e-01 1.68488510e-02 -5.21437824e-02 6.25772059e-01\\n3.44795674e-01 7.12243170e-02 -5.07170185e-02 1.14482321e-01\\n-3.25625151e-01 -2.13749915e-01 3.71888340e-01 1.21615261e-01\\n-1.33393362e-01 -3.26863378e-01 5.64361028e-02 1.36270598e-01\\n-1.32316202e-01 2.17972212e-02 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- You will create and maintain predictive statistical models - You will prepare and give trainings for external and internal staff on how to best use the cluster and on how to implement business applications leveraging the cluster resources Your skills: - Minimum of 2 years of Big Data experience and minimum of 3 years of programming experience - Must have a University Degree in Computer Science or Statistics / Mathematical Engineering - Experienced in collecting, tracking and documenting business requirements - Experienced in problem parallelization is a plus - Experienced in data analytics, modelling, mining - Experienced concurrent algorithm design - Experienced in applying supervised and unsupervised machine learning methods - Familiarity with Storage and Network Design for Big Data Analytics Clusters a plus - Background and familiarity with IT infrastructure methodologies, processes, and practices including ITSM and ITIL is a plus Your tools: - Know-how of Python, R, Java, C++ and shell scripting - Know-how of any of the tools matplotlib, pandas, numpy, MongoDB, Hive, ElasticSearch, Cassandra, RapidMiner, OpenMPI, Tableau, Qlik is a plus Benötigte Skills ITIL Python Machine Learning JAVA C++ Shell-Scripts',\n", + " 'soft_skills': '[\"Supervision\"]',\n", + " 'hard_skills': '[\"Tableau (Business Intelligence Software)\", \"Tooling\", \"Matplotlib\", \"Apache Cassandra\", \"Advising\", \"Programming (Music)\", \"Shell Script\", \"RapidMiner\", \"Computer Science\", \"Analytics\", \"Collections\", \"Prediction\", \"Machine Learning\", \"Mathematical Statistics\", \"Network Security Design\", \"IT Infrastructure\", \"NumPy\", \"Python (Programming Language)\", \"Maintainability\", \"MongoDB\", \"Tracking (Commercial Airline Flight)\", \"Executable\", \"Statistical Modeling\", \"Machine Learning Methods\", \"Business Requirements\", \"Storages\", \"Apache Hive\", \"R (Programming Language)\", \"Big Data\", \"Resourcing\", \"Algorithm Design\", \"Java (Programming Language)\", \"Pandas (Python Package)\", \"Elasticsearch\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '55',\n", + " 'job_title': 'software engineer – infrastructure',\n", + " 'location': 'Lugano',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.00879031e-01 2.93186873e-01 3.91317397e-01 -1.03268325e-01\\n4.78794605e-01 -1.63716614e-01 -1.24025993e-01 2.78238416e-01\\n-6.44701272e-02 -3.18700671e-01 -7.58499131e-02 -1.74116194e-01\\n-1.89848706e-01 1.01615131e-01 1.67488351e-01 3.75592083e-01\\n7.28601813e-02 1.78860985e-02 -1.73786789e-01 4.24716145e-01\\n2.16276094e-01 2.71240622e-02 -1.07081458e-01 6.44125879e-01\\n3.15437347e-01 5.05755246e-02 -5.42306490e-02 -5.84535860e-02\\n-3.49566609e-01 -1.99953839e-01 2.56783605e-01 6.70977086e-02\\n1.96225531e-02 -3.30467224e-01 1.08449347e-01 2.42889076e-02\\n-2.29073167e-01 -5.94328903e-02 -3.90555374e-02 2.29642987e-01\\n-3.40409666e-01 -4.15655464e-01 5.97661510e-02 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the our proprietary code base Minimum Qualifications Masters in computer science 2 years in the industry, experience with IT systems Experience with parallel computing architectures “DevOps” Command of C/C++ and Python Knowledge of Unix environment, GNU/Linux Engineering mindset Large data management skills Fluent in written and spoken English Plusses Theoretical knowledge of machine learning methods (deep learning, reinforcement learning, evolutionary computation) Experience of machine learning frameworks (TensorFlow, PyTorch) Experience with containers and orchestration (Docker, Kubernetes, OpenStack) Experience with cluster environments (e.g. SGE, Condor) Experience with GPU programming (Cuda, OpenCL, Metal) Contact E-mail: jobs@nnaisense.com start subject with: [infrastructure engineer] submit both your cover letter and resume in English, PDF format',\n", + " 'soft_skills': '[\"Research\", \"Infrastructure\", \"Integration\"]',\n", + " 'hard_skills': '[\"Kubernetes\", \"Tooling\", \"Graphics Processing Unit (GPU)\", \"Programming (Music)\", \"Computer Science\", \"Data Management\", \"Machine Learning\", \"Nvidia CUDA\", \"OpenStack\", \"Industrialization\", \"Component Object Model (COM)\", \"Association Rule Learning\", \"E (Programming Language)\", \"OpenCL\", \"Minimum Data Set\", \"Machine Learning Methods\", \"Open Source Technology\", \"IText (Free PDF Software)\", \"Docker (Software)\", \"Condor\", \"C (Programming Language)\", \"Metallization\", \"TensorFlow\", \"Deep Learning\", \"Parallel Computing\", \"Clinical Data Management\", \"SliTaz GNU/Linux\", \"PyTorch (Machine Learning Library)\", \"Unix\", \"Documentation Based Coding\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'big data engineer (m/w)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.96860814e-01 3.44887048e-01 4.18311268e-01 6.42987788e-02\\n5.49855947e-01 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data You are responsible for defining and crafting integration patterns with downstream applications You provide input into overall IT architecture of the solution, including technical environment configuration, data modelling, data integration, data presentation, information security and other IT architecture related topics You support Data Scientist in their day-to-day work on a variety of topics, including tools and data analysis methods You operationalize analytical models developed by the Data Scientists to embed them into the bank’s business processes Your profile: A university degree or equivalent education in IT or another technical specialization, ideally with focus on Data Management You have proven work experience of at least two years as a Data Engineer using Big Data technologies Experience with Hadoop based analytical solutions, ideally on Cloudera distribution, as well as practical skills in creating data processing pipelines using Spark, Scala, Python or similar tools Good knowledge of SQL, Hive and Impala databases Ideally experience with Jupyter Notebook, Hue, other end user tools If you already had experience with Tableau, Splunk or an agile work environment you have an advantage You are able to work in a dynamic environment, be comfortable with changing priorities and tight deadlines, manage you own workload with minimum supervision You build strong collaborative relationships with colleagues in IT and business groups Excellent verbal and written communication skills in English and German Benötigte Skills Scala Python Python Englisch Security Datawarehouse',\n", + " 'soft_skills': '[\"Collaboration\", \"Management\", \"Supervision\", \"Team Motivation\", \"Integration\", \"Positivity\", \"Written Communication\"]',\n", + " 'hard_skills': '[\"Information Presentation Facility\", \"Python Server Pages\", \"Tableau (Business Intelligence Software)\", \"Tooling\", \"Agility\", \"Analytics\", \"Data Management\", \"Data Modeling\", \"Data Engineering\", \"Scala (Programming Language)\", \"Activism\", \"Apex Data Loader\", \"Functional Requirement\", \"Information Security Management\", \"Jupyter Notebook\", \"Data Pipeline\", \"Idealization\", \"Splunk\", \"Hostile Work Environment\", \"Pipelining\", \"Operationalization\", \"Business Process\", \"Apache Hive\", \"Electronic Data Processing\", \"Big Data\", \"Survey Data Analysis\", \"Transformation (Genetics)\", \"Service Provider\", \"Banking\", \"Amazon Data Pipeline\", \"SQL (Programming Language)\", \"Data Analysis\"]',\n", + " 'languages': \"['English', 'Icelandic', 'Sardinian', 'Swedish', 'Bambara']\"},\n", + " {'company_id': '44',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Zug',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.12801331e-01 3.16512048e-01 4.18633461e-01 -7.91569278e-02\\n5.23473918e-01 -2.02009022e-01 1.43224448e-02 3.96541834e-01\\n-2.95258015e-02 -3.80351514e-01 -1.71148345e-01 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You will develop software under different operating systems using provided Application Programming Interfaces (APIs). In dynamic, multicultural environment of our company, you will be part of a team working on projects in the area of Telecommunications, Wireless, Networked Entertainment and Multimedia. In cooperation with leading European companies, you will be developing cutting-edge technology products. Exciting, challenging tasks are waiting for you! As a successful candidate for this position you must be able to demonstrate the following qualifications: 2+ years of experience in software development Strong knowledge of object-oriented (OO) design principles Extensive programming experience in C++ and multi-threading environments Basic computer engineering knowledge (processor and memory organization, stack, calling conventions, interrupt handling, etc.) Good written and verbal communication skills in English Good analytical and problem-solving skills Any of the following qualifications will be a plus: Experience with real-time operating systems (RTOS) and Linux Software design and development process using UML Understanding of embedded software development principles Hands-on experience with hardware debuggers and device-level programming Practical knowledge of MS VS, GCC, STL, Perl, CVS/Subversion, ADS (RealView), Socket API Familiarity with the ARM architecture and assembler Software analysis, review and re-factoring skills We offer: Exciting carrier and professional opportunities in a dynamically developing company with Swiss quality standards and stability Enjoyable working atmosphere in our engineering offices, conveniently located in 5-minute walking distance from Zug railway station. If you are interested in this position, please, send your resume at jobs@epscom.net We are looking forward to your application!',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Cooperation\", \"Professionalism\", \"Problem Solving\", \"Positivity\"]',\n", + " 'hard_skills': '[\"KM Programming Language\", \"Programming (Music)\", \"UML Tool\", \"Analytics\", \"Perl (Programming Language)\", \"C++ (Programming Language)\", \"Linux\", \"Agile Edge Technologies\", \"Process Driven Development\", \"Software Engineering\", \"ARM Architecture\", \"Operating Systems\", \"Multimedia\", \"AD Model Builder (ADMB)\", \"Standard Template Library (STL)\", \"Object-Oriented Design\", \"Wireless Telecommunications\", \"Software Design\", \"Computer Engineering\", \"Wireless Networks\", \"Software Development\", \"Software Business Analysis\", \"Application Programming Interface (API)\", \"Embedded Software\", \"Apache Subversion\", \"Real-Time Operating Systems\", \"Interrupt Handling\", \"Threading (Manufacturing)\"]',\n", + " 'languages': \"['English', 'Dhivehi', 'Occitan', 'Ossetic']\"},\n", + " {'company_id': '16',\n", + " 'job_title': 'software engineer application framework 80-100%',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Enterprise Software & Network Solutions',\n", + " 'website': 'www.avaloq.com',\n", + " 'jobdescription_embedded': '[[-1.38273299e-01 2.87755728e-01 5.54463685e-01 -7.89426081e-03\\n5.55581212e-01 -1.15915179e-01 6.84729442e-02 3.51902515e-01\\n-1.10367537e-02 -3.52897584e-01 -4.75258008e-02 -1.86945513e-01\\n-1.89395808e-02 2.88173333e-02 1.01893395e-01 3.15285981e-01\\n2.32014522e-01 1.36371285e-01 -1.30550429e-01 2.88902909e-01\\n1.48151129e-01 -2.29120925e-02 2.24251106e-01 7.00022876e-01\\n4.82816964e-01 3.70246209e-02 -6.05696291e-02 -2.93427296e-02\\n-2.86100626e-01 -2.58671373e-01 5.16586721e-01 8.64480212e-02\\n-1.28873259e-01 -3.64261597e-01 2.68727187e-02 -1.10842856e-02\\n-3.46311390e-01 -1.30607516e-01 -9.63586271e-02 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Together. Avaloq is a value-driven fast-paced fintech company and we are committed to develop the banking technology of tomorrow. Leading banks and wealth managers in all major financial centres rely on our software and services, and this unique community grows every day. Your team Application Framework - The Application Framework Team is mainly responsible for the software framework used in the Avaloq Banking Suite (ABS) for the management of static data and technical business process execution. We enhance and maintain the frameworks and tools that enable other teams to create and process their business specific logic. The application framework team works on the central core of the ABS. Our frameworks process several millions of transactions (e.g. payments) each day and maintain all the static data of our customers. Your mission Drive the future architecture of Avaloq’s search engine Drive and enhance the core frameworks of Avaloq’s current and future products Understand the architectural big picture, support and consult our stakeholders – customers as well as internal business teams Constant self-development What you need University degree in Computer Science (ETH/University) or equivalent experience Solid understanding of modern software engineering principles and design patterns Strong analytical, abstract thinking and problem-solving skills Understanding of relational databases Strong communication abilities and customer-centric Proficient English language skills You will get extra points for the following Experience in PL/SQL and Java/JEE Basic understanding of framework development Understanding of agile methodologies Now let’s talk about perks and compensation With our compensation model, we want to share the success of the company with all our employees. We offer competitive base salaries and if you prove yourself as a super-star, you might be entitled to an extraordinary achievement reward. Place of work Zürich Don’t be shy – apply! Avaloq Evolution AG Alina Tauscher, Talent Acquisition Professional Allmendstrasse 140 - 8027 Zürich - Switzerland www.avaloq.com/en/open-positions Please only apply online. Note to Agencies: All unsolicited résumés will be considered direct applicants and no referral fee will be acknowledged.',\n", + " 'soft_skills': '[\"Writing\", \"Professionalism\", \"Management\", \"Problem Solving\", \"Communications\", \"Positivity\", \"Consulting\"]',\n", + " 'hard_skills': '[\"PL/SQL\", \"Tooling\", \"Computer Science\", \"Search Engine Submission\", \"Analytics\", \"Application Frameworks\", \"Distributed Design Patterns\", \"Wealth Management\", \"Talent Acquisition\", \"Component Object Model (COM)\", \"Maintainability\", \"E (Programming Language)\", \"Executable\", \"Software Engineering\", \"Static Data\", \"Agile Methodology\", \"Business Process\", \"Eclipse Process Framework\", \"Library For WWW In Perl\", \"Banking\", \"Relational Databases\", \"SQL And Java (SQLJ)\", \"Software Modernization\", \"Abstractions\", \"EN 1993 Building Codes\", \"International Business\"]',\n", + " 'languages': \"['English', 'Nuosu']\"},\n", + " {'company_id': '14',\n", + " 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You have extensive experience in Computer Vision with specialization in at least one of the following areas: Dense Mapping Design and implement advanced algorithms for reconstructing dense 3D models of large-scale indoor environments using depth sensors. 3D Scene Understanding Design and implement 3D scene segmentation algorithms based on depth, motion or texture data. Machine learning Detecting known objects and use priors to complete un-observed parts of the object. Your Qualifications:Expert knowledge in at least one area listed below: Fluent in C/C++ (programming and debugging) Experience working with OpenCV Knowledge of parallel computing, OpenCL, GPGPU is a plus Knowledge software optimization and embedded programming is a plus Your Education: MS in Computer Science or Electrical Engineering Ph.D. is preferred What we offer: Nice environment to deploy your enthusiasm for computer vision challenges and cutting-edge technologies Highly skilled team of researchers, scientists and engineers Flexible working hours Should you have any further questions, feel free to reach out to: hr@astrivis.com',\n", + " 'soft_skills': '[\"Research\", \"Enthusiasm\"]',\n", + " 'hard_skills': '[\"Nice (Unix Utility)\", \"Programming (Music)\", \"pH Meters\", \"Computer Science\", \"Texturing\", \"OpenCV\", \"Machine Learning\", \"Scale (Map)\", \"Computer Vision\", \"Component Object Model (COM)\", \"Knowledge Management Software\", \"Optimization Software\", \"Agile Edge Technologies\", \"OpenCL\", \"Embedding\", \"C (Programming Language)\", \"Electrical Engineering\", \"3D Modeling\", \"Parallel Computing\", \"Algorithms\", \"Mapping\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"Software Plus Services\", \"Debugging\"]',\n", + " 'languages': \"['English', 'Chuvash', 'Georgian', 'Azerbaijani']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'sw engineer (agile mainframe ) m/f',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.26636463e-01 2.10628957e-01 2.84465164e-01 6.37625158e-02\\n5.39467454e-01 -1.21392220e-01 1.15199395e-01 3.36812019e-01\\n-5.75976707e-02 -2.83170789e-01 -9.42050070e-02 -9.40503404e-02\\n-1.01417877e-01 1.34217784e-01 7.30456933e-02 3.74632955e-01\\n1.59113988e-01 9.21894833e-02 3.80891971e-02 3.94355148e-01\\n8.58565569e-02 -4.12746193e-03 -1.67904630e-01 5.46193182e-01\\n3.73073459e-01 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+ " 'job_description': 'Job Informationen REQUIREMENTS: - Ability to design, build and maintain applications using XP practices; - Excellent technical and interpersonal skills; - Able to understand our partners’ requirements and quickly resolve any potential issue both in the project as well as in the productive environment; - Able to communicate to and influence stakeholders; - Work with teams to influence the way they work; - Experience working in an Agile environment; - Expert in the following core technologies: - Operating System: Mainframe-ZOS; - Languages: COBOL, JCL, SQL; - Database: DB2; - Tools: iDZ; - Automated Unit Testing such as xUnit, JUnit or zUnit. - User of /or would like to learn the following technologies: - Test automation tools such as Fitness, JBehave or RSpec; - Experience in specification by example; - Continuous Integration; - Java or other OO languages. Benötigte Skills JAVA SQL JCL',\n", + " 'soft_skills': '[\"Communications\"]',\n", + " 'hard_skills': '[\"Automation\", \"Tooling\", \"Agility\", \"Unit Testing\", \"Junit\", \"Continuous Integration\", \"Maintainability\", \"Test Automation\", \"Building Design\", \"DB2 SQL\", \"Operating Systems\", \"Xunit\", \"Job Control Language (JCL)\", \"SQL And Java (SQLJ)\", \"Jbehave\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Rspec\", \"COBOL (Programming Language)\"]',\n", + " 'languages': \"['English', 'Zulu', 'Navaho', 'Limburgish', 'Malayalam']\"},\n", + " {'company_id': '99',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Eysins',\n", + " 'industry': 'Biotech & Pharmaceuticals',\n", + " 'website': 'www.quotientsciences.com',\n", + " 'jobdescription_embedded': '[[-1.67283162e-01 4.96382684e-01 4.73285615e-01 -3.95441093e-02\\n7.15354025e-01 -6.18053414e-02 5.90838194e-02 1.80678621e-01\\n-8.27328418e-04 -3.37114483e-01 -2.18784034e-01 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The Software Engineer will define, develop, test, analyze and maintain manufacturing software applications in support of the achievement of business requirements. Participate actively in the implementation and support of Manufacturing information systems solutions Participate in the definition, development, and documentation of software’s business requirements, objectives, deliverables, and specifications in collaboration with internal users and departments and as per our project methodology Write, code, install and analyse software programs and applications throughout the full lifecycle of system implementation (from requirements/design through to deployment and support) Design, run and monitor software testing on new and existing programs for the purposes of correcting errors, isolating areas for improvement, and general debugging Develop interface of MES system to ERP, PLC and other 3rd party system Develop and execute software verification plans following quality assurance procedures Develop and maintain IT documentation, user manuals and guidelines as well as train key users to operate new or modified programs Provide support for Manufacturing Software applications (Incident management and problem resolution) and develop further the manufacturing systems support Knowledge base Ensure timely issue identification, resolution, and appropriate escalation Collaborate with suppliers, internal project and IT team, internal management, and customer project teams and management Research, advice and implement technologies for Digital Factory transformation (Industry 4.0) Qualifications Engineering Diploma (EPF/HES or equivalent) in Computer Science, Information Systems, Industrial Engineering or equivalent Minimum 2 years experience on a similar role Programming skills in NET; C# and SQL language and ability to quickly learn new software/applications Must be a team player and an effective communicator, to enable communication with a wide range of stakeholders and cultures Experience of Manufacturing Information systems (Manufacturing Execution Systems, labelling and Enterprise Resource planning) in the medical devices or pharma industry is a strong asset SLDC and validation experience of enterprise applications is considered an asset Ability to work under pressure, meet deadlines and respond flexibly Excellent spoken and written French. Good English required Videos To Watch',\n", + " 'soft_skills': '[\"Writing\", \"Research\", \"Collaboration\", \"Planning\", \"Management\", \"Communications\", \"Operations\", \"Quality Assurance\"]',\n", + " 'hard_skills': '[\"Development Testing\", \"Systems Implementations\", \"Enterprise Application Software\", \"Knowledge Base\", \"Industry 4.0\", \"Programming (Music)\", \"Computer Science\", \"Mobile Application Software\", \"System Support\", \"Industrialization\", \"Enterprise Resource Planning\", \"Activism\", \"Installation\", \"Maintainability\", \"Resource Planning\", \"Software Manufacturing\", \"Executable\", \"Software Engineering\", \"Simatic S5 PLC\", \"Business Requirements\", \"Medical Devices\", \"MFG/Pro (ERP)\", \"C# (Programming Language)\", \"Digitization\", \"Incident Management\", \"Systems Development\", \"Industrial Engineering\", \"Transformation (Genetics)\", \"Factorials\", \"Software Testing\", \"Manufacturing Execution System (MES)\", \"Debugging\", \"Information Systems\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'software engineer (fullstack) m/f',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.24605471e-01 2.35792488e-01 3.50674033e-01 2.72700526e-02\\n4.90457684e-01 -2.46626914e-01 -5.21922745e-02 3.01519960e-01\\n-7.77062848e-02 -4.58634794e-01 -4.64866422e-02 -7.19136149e-02\\n1.41388196e-02 1.56943202e-01 7.98797086e-02 2.02310681e-01\\n2.62977749e-01 1.65971562e-01 -1.81603163e-01 2.57941931e-01\\n-5.46078756e-02 -1.21250704e-01 1.67568903e-02 5.81306398e-01\\n1.42599940e-01 7.44664893e-02 -3.12827304e-02 2.98494138e-02\\n-3.49539220e-01 -1.25316903e-01 1.95216924e-01 1.55999428e-02\\n-8.56181681e-02 -3.73535842e-01 -8.48868191e-02 3.22658084e-02\\n-3.81886624e-02 7.70482644e-02 -1.01356395e-01 1.46026403e-01\\n-3.66570562e-01 -3.00119489e-01 2.02613756e-01 3.58491503e-02\\n-1.53632417e-01 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You will shape and implement products for our customers as well as our internal tooling. Together with your team, you are going to constantly improve existing features, reliability and scalability of our system. You take the opportunity to mentor your colleagues. REQUIREMENTS: – Experience with service oriented architecture and distributed systems – Experience with relational and document oriented Databases – Experience with Docker, Kubernetes on GCP and/or AWS – Fluency in Python, modern JavaScript and another language – Plus: Experience with React and/or developing SPAs – Bachelor or Master degree in Engineering field Benötigte Skills Python JavaScript Softwarearchitektur',\n", + " 'soft_skills': '[\"Reliability\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Document-Oriented Databases\", \"Docker (Software)\", \"Tooling\", \"Google Cloud Platform (GCP)\", \"Kubernetes\", \"Python (Programming Language)\", \"Maintainability\", \"JavaScript (Programming Language)\", \"Scalability\", \"Service-Oriented Architecture\", \"Software Engineering\", \"React.js\"]',\n", + " 'languages': \"['English', 'Nyanja']\"},\n", + " {'company_id': '100',\n", + " 'job_title': 'machine learning software engineer',\n", + " 'location': 'Zürich',\n", + 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comprehensive due diligence database on ESG and business conduct risks, with expertise in 20 languages and coverage of 130,000+ public and private companies and 30,000+ corporations have trusted RepRisk for due diligence and risk management across their operations, business relationships, and investments. Learn more at www.reprisk.com and follow on Twitter: www.twitter.com/reprisk. Job Description As a Machine Learning Software Engineer you will be involved in all aspects of the machine learning application development process within RepRisk, including design, implementation and operation. The role will primarily involve development and maintenance of data processing and language analysis solutions, mainly written in Python. There will be frequent opportunities to work on a broad range of technologies from data processing and integration, machine learning and NLP, databases (SQL) to deployment and operation on a Unix environment. You will benefit from working with an experienced team that will offer support and the scope to greatly enhance your technical skills and knowledge and you will profit from an agile development ecosystem using state-of-the-art open-source technologies. We want someone who is keen to contribute ideas, thrives in a rapid development environment, and who can consistently bring innovative solutions to problems. The position reports to the Vice President of Operations Technology. Responsibilities Design, implement, deploy and maintain machine learning algorithms and infrastructure, from training to prediction Public RepRisk AG, October 2019 Create and maintain technical documentation Software testing and quality assurance Evaluate and identify new technologies Candidate Profile mathematics, statistics, or another relevant discipline with a strong foundation in quantiative methods, modeling, and machine learning/AI (or equivalent experience) Extracurricular projects and experiences that demonstrate your interest in data analysis/machine learning and/or software design and implementation Ability to manage large datasets and advanced experience in the corresponding software packages and programming languages (strong skills in Python and SQL are a requirement) Experience working with Docker, web servers and RESTful applications, as well as having familiarity with continuous integration and deployment (CI/CD). Knowledge of Django REST Framework is an advantage. Strong interest in real-world problems and analytical skills to come up with workable solutions A team player who loves to work in a highly diverse team and across functions and geographies You are reliable, curious, open-minded and goal oriented, while striving to deliver operational excellence and superior quality. What We Offer technology with respect to ESG risks in investments An entrepreneurial, international and young work environment A shared mission to drive accountability and responsible behavior of companies, thus creating positive change Long-term employment opportunity at a growing global company Please note that we consider only candidates with valid working permits or passport holders. Public RepRisk AG, October 2019',\n", + " 'soft_skills': '[\"Analytical Skills\", \"Business Operations\", \"Goal Oriented\", \"Infrastructure\", \"Accountability\", \"Operations\", \"Reliability\", \"Integration\", \"Innovation\", \"Quality Assurance\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Web Servers\", \"Managing Large Accounts\", \"KM Programming Language\", \"Hyper SQL Database (HSQLDB)\", \"Development Environment\", \"Prediction\", \"Machine Learning\", \"Continuous Integration\", \"Mathematical Statistics\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Business Relationship Management\", \"Maintainability\", \"Dataset\", \"Hostile Work Environment\", \"Software Engineering\", \"Investments\", \"Django (Web Framework)\", \"Machine Learning Methods\", \"Open Source Technology\", \"Data Science\", \"Risk Management\", \"Docker (Software)\", \"Library For WWW In Perl\", \"Machine Learning Algorithms\", \"Due Diligence\", \"Human Intelligence\", \"Electronic Data Processing\", \"Operational Excellence\", \"Technical Documentation\", \"Agile Product Development\", \"Information Technology Operations\", \"Software Design\", \"Software Testing\", \"Algorithms\", \"Unix\", \"Job Descriptions\", \"Long-Term Potentiation\", \"SQL (Programming Language)\", \"Data Analysis\"]',\n", + " 'languages': \"['English', 'Cree', 'Xhosa', 'Southern Sotho', 'Wolof']\"},\n", + " {'company_id': '66',\n", + " 'job_title': 'sr. software engineer (jee)',\n", + " 'location': 'Sursee',\n", + " 'industry': 'Computer Hardware & Software',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.59140545e-01 2.14985952e-01 3.99593562e-01 7.47437701e-02\\n5.97911000e-01 -2.91271418e-01 -1.53353848e-02 2.72424370e-01\\n8.65566544e-03 -3.56101155e-01 1.00290766e-02 -2.18779534e-01\\n-2.08245158e-01 1.02874584e-01 2.83053696e-01 4.66352105e-01\\n2.49129981e-01 1.74954772e-01 -2.08015949e-01 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Come join us at Ishi Systems. At Ishi, we have built an enduring platform for innovation that pursues excellence to create products, systems and solutions that delight our customers and exceed their expectations. Our engineers solve a variety of complex and challenging business problems with cutting edge technology. We actively explore new and emerging technologies in Big Data No-SQL databases, Middleware Messaging platforms, High Availability Architectures, Advanced Analytics, Machine Learning, and contemporary web and mobile user interface frameworks. Do you take pride in writing quality code and building software that is reliable, testable and maintainable? Do you thrive on creating simple and elegant solutions to complex problems? Are you ready to compete head-to-head with some of the top and most fast-paced and innovative organizations in the industry? Mandatory Skills and Experience 5+ years of experience in application development including analysis, design, coding and implementation of large scale enterprise systems Strong Java language skills – core and advanced Extensive OO knowledge, including design patterns Experience in one or more frameworks such as Spring, Hibernate, JBPM, Drools, Quartz, etc Experience with relational databases and solid SQL skills Solid experience with Unix/Linux, including basic shell scripting Strong communication skills and ability to interface with customers Desired Skills and Experience Experience on user interface frameworks and technologies such as AngularJS, Play, JSF, JQuery, JavaScript, etc. Experience with messaging platforms such as RabbitMQ, HornetQ, Kafka, ActiveMQ Experience developing RESTful services and APIs Experience in No-SQL databases such as MongoDB, Hadoop HBase, Couchbase, etc Experience in application server clustering, performance tuning and scalability design Experience working in agile environments using Scrum, Continuous Integration and TDD/BDD practices Additional languages such as Scala, Clojure, Golang, Python, R',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Complex Problem Solving\", \"Writing\", \"Reliability\", \"Innovation\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Test-Driven Development (TDD)\", \"Agility\", \"Hyper SQL Database (HSQLDB)\", \"High Availability Clusters\", \"Shell Script\", \"Analytics\", \"Middleware\", \"Distributed Design Patterns\", \"Continuous Integration\", \"Industrialization\", \"Scale (Map)\", \"Hibernate (Java)\", \"Scala (Programming Language)\", \"Activism\", \"Metal Building Software\", \"Python (Programming Language)\", \"Linux\", \"Maintainability\", \"Drools\", \"Agile Edge Technologies\", \"Application Servers\", \"MongoDB\", \"Scrum (Software Development)\", \"Hornetq\", \"Mobility\", \"Machine Learning Methods\", \"Quartz (Graphics Layer)\", \"RabbitMQ\", \"Clojure\", \"JQuery\", \"Testability\", \"Enterprise Planning Systems\", \"R (Programming Language)\", \"JavaScript (Programming Language)\", \"Apache ActiveMQ\", \"Scalability\", \"Production Systems\", \"Big Data\", \"User Experience Design (UX)\", \"Design Codes\", \"Performance Tuning\", \"Relational Databases\", \"Language Experience Approach\", \"Apache HBase\", \"Additives\", \"Unix\", \"Emerging Technologies\", \"SQL (Programming Language)\", \"User Interface\", \"JSF 2\", \"Java Scripting Languages\"]',\n", + " 'languages': \"['English', 'Lao', 'Nyanja', 'Kurdish']\"},\n", + " {'company_id': '51',\n", + " 'job_title': 'product manager - ai and data products',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'Publishing',\n", + " 'website': 'www.frontiersin.org',\n", + " 'jobdescription_embedded': '[[-4.01236355e-01 2.87015855e-01 4.39394355e-01 9.88470763e-02\\n4.76421744e-01 -8.49938244e-02 8.12596306e-02 1.96090937e-01\\n-5.44392057e-02 -3.98882926e-01 -1.43993914e-01 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In this position, you will take responsibility for one of our data and AI driven products. We seek an enthusiastic team player with great initiative and a get-it-done attitude. You must be able to handle a fast-paced work environment while juggling several different tasks at the same time. You also must have an eye for detail and high standards, with highly developed critical thinking, interpretive and analytical skills, and the ability to communicate product vision across multiple cross-functional teams. Key responsibilities Drive your products within the agile development teams, specifying business requirements, prioritizing user stories, supporting development, setting KPIs, proactively approaching users and stakeholders, collecting feedback and acting on it; Work together with our Data Architecture teams to ensure data quality, consistency and traceability; Discover, define and drive implementation of new product features, or evolving existing ones through working with our Data Sciences and other internal stakeholders; Sette hypotheses, test assumptions and break down complex problems into small steps; Take responsibility for the user experience and collaborate with designers and users to create the most appropriate solutions of our users; Be an expert in your product field, including technologies, competitors, and usage model trends; Work on multiple products simultaneously in a fast-paced, dynamic, and energetic environment; Act as the spokesperson for your products and drive feature adoption. Requirements Minimum three years of working experience, either as a product manager or similar position, ideally with a focus on data products; Good understanding of data architecture in both structured and unstructured data sources; Good understanding of machine learning concepts in general, more specific recommendation algorithms; Good understanding of web technologies and APIs; Experience in defining technical specifications describing requirements for data transfer, transformation and storage, with attention to big data topics, Comfortable in working with machine lear Strong analytical skills and independent, entrepreneurial approach; Working language is English - solid communication skills in English, both written and verbal are an absolute must. Benefits 25 days' vacation per year and Christmas office closure; Participation into the company's annual bonus scheme; Access to the latest equipment and international working environment; Professional development opportunities; Plenty of social & fun benefits: Christmas party, summer barbecue, monthly happy hour; Fruits & snacks in the kitchen as well as much tea & coffee as you like; In-house well being activities including free weekly yoga; A huge variety of self-organized activities from ski trips and football to French club. How to apply Please submit your application in English. Applicants must be Swiss or EU citizen, or have a valid Swiss work permit.\",\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Complex Problem Solving\", \"Analytical Skills\", \"Sourcing\", \"Energetic\", \"Collaboration\", \"Proactivity\", \"Communications\", \"Critical Thinking\", \"Socialization\", \"Prioritization\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Data Architecture\", \"Production Management\", \"Data Quality\", \"Accessioning\", \"User Story\", \"Product Management\", \"Acting\", \"Collections\", \"Open Access\", \"Scheme (Programming Language)\", \"Activism\", \"Yoga\", \"Machining\", \"Idealization\", \"Development Support\", \"Hostile Work Environment\", \"Machine Learning Methods\", \"Unstructured Data\", \"Traceability\", \"Data Science\", \"Professional Development Programs\", \"Business Requirements\", \"Storages\", \"Acceptance and Commitment Therapy (ACT)\", \"Data Transformation Services\", \"Big Data\", \"Cross-Functional Team Leadership\", \"Transformation (Genetics)\", \"Data Transfer Object\", \"Statistical Hypothesis Testing\", \"User Experience\", \"Eyes\", \"New Product Development\", \"Agile Product Development\", \"Adoptions\"]',\n", + " 'languages': \"['English', 'Nauru', 'Malay', 'Haitian']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.89102158e-01 3.22572649e-01 3.43682468e-01 6.86984956e-02\\n5.92749178e-01 -2.08659664e-01 3.58250663e-02 4.97129470e-01\\n-6.44638464e-02 -4.74946946e-01 4.08643410e-02 -1.71334594e-01\\n-4.37656716e-02 3.71621661e-02 9.63330939e-02 3.08770239e-01\\n3.27503592e-01 1.00457862e-01 -1.66354805e-01 3.98700297e-01\\n4.70567197e-02 -1.38178051e-01 7.65723884e-02 7.60696650e-01\\n3.29879165e-01 -9.28746983e-02 2.15136576e-02 1.48786148e-02\\n-2.31885239e-01 -2.16679290e-01 3.39705944e-01 -4.77201212e-03\\n-1.51294162e-02 -4.01163667e-01 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projects. You implement the GUI of an RFID card reader in C# and TypeScript; you design a scalable device management platform that runs on Azure and is implemented with Microservices or you port automated test cases to a new test robot for a security critical medical device. These are some example projects that are waiting for you at Greenliff. The ideal candidate is able to independently design, implement and test web applications and mobile apps. You are a great team player and you have firsthand experience working in an agile environment. Test before code, continuous integration and code reviews are some of the practices you consider a prerequisite for any successful development project. And you continuously look at new technologies, methods, and tools to improve software engineering best practices. Specifically, you possess some or all of the following: 3 years of working experience in object-oriented software development with C# or Java Experience with web development and/or experience in low-level software development Open personality and ability to work both independently and in a team Experience with Python and Linux a plus University degree in IT, computer science or similar Strong written and oral communication skills in German and/or English We offer: Challenging projects with cutting edge technologies Flexible working hours and 5 weeks of vacation Continuous education and growth A great work environment in a small and winning team Greenliff is a Digital Product Design Agency. Working at the intersection of strategy, design, and technology we create websites, mobile apps, IoT solutions or entire ecosystems. We lead organizations into their digital future and help them to reach their business goals and delight their customers. We look forward to your application Please apply directly online',\n", + " 'soft_skills': '[\"Verbal Communication Skills\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Test Case\", \"Tooling\", \"Object-Oriented Software Development\", \"Agility\", \"Computer Science\", \"Design Strategies\", \"Device Management\", \"Good Agricultural Practices\", \"Continuous Integration\", \"TypeScript\", \"Mobile App\", \"Python (Programming Language)\", \"Linux\", \"Digital Productions\", \"Agile Edge Technologies\", \"Test Automation\", \"Levelling\", \"Web Development\", \"Hostile Work Environment\", \"Microservices\", \"Software Engineering\", \"Design And Technology\", \"Medical Devices\", \"Product Design\", \"C# (Programming Language)\", \"Digitization\", \"Robotics\", \"Scalability\", \"Code Review\", \"Software Development\", \"Test Environment Management\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"Java (Programming Language)\", 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requirements and ensure successful data delivery - Collaborate with our Sales and R&D teams to further develop our technology Minimum Qualifications: - Minimum of 4 years of experience as project manager, BI analyst, data analyst or data scientist - Proficient with office software (Excel) and scripting languages (Bash, Python, R) - Experience in managing data projects and reporting complex relationships in data - Excellent German and English language skills - Thinks big, gets things done, has fun and loves working with a high impact team! Preferred Qualifications: - Affinity to E-Commerce, data processing technology and enterprise software - Experience in ETL software, data transformation pipelines and data warehousing Benötigte Skills Konzeptionell / Analytisch Bash Python Python R Englisch ETL E-commerce',\n", + " 'soft_skills': '[\"Collaboration\", \"Quality Assurance\", \"Sales\"]',\n", + " 'hard_skills': '[\"Automation\", \"Python Server Pages\", \"Enterprise Application Software\", \"Data Management\", \"Data Warehousing\", \"Post Processing\", \"Python (Programming Language)\", \"Customer Data Integration\", \"Data Transformation\", \"Extract Transform Load (ETL)\", \"Pipelining\", \"E-Commerce\", \"Office Management Software\", \"R (Programming Language)\", \"Bash (Scripting Language)\", \"Electronic Data Processing\", \"Independent Analyst Platform\", \"Adapter Scripting Language\", \"Suspicious Activity Report\", \"Amazon Data Pipeline\", \"Customer Requirements Analysis\"]',\n", + " 'languages': 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Job description You will execute projects in the pharmaceutical industry and will take responsibility for engineering and construction of industrial process installations (e.g. CIP, SIP, formulation installations, water treatment systems, etc.). In this position, you will be responsible for: Working out process engineering solutions for and together with our customers in the pharmaceutical industry. Setting-up and delivering project related engineering documents for the different project phases. From conceptual design until construction and commissioning. For example: User requirement specifications Process and design concept Utility and process flow diagrams P&IDs Equipment specifications and datasheets Equipment lists Instrument lists Line lists Process & controls descriptions Start-up and commissioning documentation HAZOP/Risk analysis documentation Process related calculations (dimensioning, capacities, safety valves, etc.) Set-up bid calculations As part of the team, you will work together with the process engineering team members, as well as with related teams such as software, E&I, etc. to elaborate solutions, based on predefined budget and planning. You will follow-up the subcontractors’ performance and documentation. During start-up, you take care of the correct implementation, according to the applicable standards (e.g. cGMP’s) and proposed design. You make sure the content and quality of the design documents is according Agidens standards. You maintain permanent contact with the customer, the senior process engineer, the project leader and the implementation team of subcontractors. Conditions You obtained a bachelor’s degree or master’s degree in engineering or you have equivalent expertise by experience. You are fascinated by the process industry. You have experience with clean piping engineering (design, specs, installation, start-up). You are acquainted with applicable cGMP requirements and guidelines within the pharmaceutical industry. You are analytical, have a hands-on mentality and are a good communicator. You have strong organizational skills and are able to work on different projects simultaneously. You work independently, but also act as a team player within a multi-disciplinary team. You are flexible and willing to work on projects at our customers sites. You have a thorough knowledge of MS Office, (MS Project is an added value). Fluent spoken and written German is a must and profound English skills a desirable plus (French is an added value). You have a drivers licence B. Preferably, you have 2 – 3 years of relevant experience within the pharmaceutical industry. Proposal The possibility to team up with passionate, technology-driven people An environment where you can give free rein to your creativity within a well-defined framework and where intrapreneurship is encouraged A learning environment and potential for career development A culture of respect, flexibility and participative management ',\n", + " 'soft_skills': '[\"Intrapreneurship\", \"Construction\", \"Planning\", \"Management\", \"Communications\", \"Organizational Skills\", \"Creativity\"]',\n", + " 'hard_skills': '[\"Automation\", \"Software Design Documents\", \"Value-Added Services\", \"Life Sciences\", \"Conceptual Design\", \"Commissioning\", \"Analytics\", \"Industrialization\", \"Processing Industry\", \"Requirements Specifications\", \"Valves (Piping)\", \"Strategic Business Unit\", \"Calculations\", \"Installation\", \"Web Design Concepts\", \"Industrial Processes\", \"Maintainability\", \"Business Process Automation\", \"E (Programming Language)\", \"Instrumentation\", \"Executable\", \"Datasheets\", \"Process Flow Diagrams\", \"Risk Analysis\", \"Senior TeleCommunications Engineer\", \"Water Treatment\", \"Budgeting\", \"Document Processing\", \"Project-Based Solutions\", \"Document Engineering\", \"CIP System (Stereochemistry)\", \"Civil Engineering Design\", \"Pharmaceuticals\", \"Bidding\", \"Career Development\", \"Dimensioning\", \"Job Descriptions\", \"Process Engineering\", \"B (Programming Language)\", \"Acceptance and Commitment Therapy (ACT)\", \"Controllability\"]',\n", + " 'languages': \"['English', 'Icelandic', 'Norwegian Bokmål']\"},\n", + " {'company_id': '34',\n", + " 'job_title': 'data engineer- integration specialist',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Staffing & Outsourcing',\n", + " 'website': 'www.darwinrecruitment.com',\n", + " 'jobdescription_embedded': '[[-1.71152711e-01 2.59077072e-01 4.16388363e-01 -7.69490823e-02\\n3.07703286e-01 -1.53559878e-01 -7.82030821e-02 6.06545568e-01\\n-9.96811464e-02 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At the moment my client needs to bring a highly skilled Data engineer to join on a permanent basis. In regards to the team you will be joining, they have around 80 members of staff spread across two office locations in Switzerland, you will be joining a team of around 20 skilled Data Scientists and Engineers. Your daily tasks will include: Maintaining and extending the data lake and data pipelines Supporting the teams with your data engineering expertise Sharing your know-how and learning from others, mainly by pairing and reviewing each other's code They are looking for you to have experience with technologies such as; Python- at a high level of experience Hands-on experience of AWS (CloudFormation, IAM, Lambda, SNS, SQS, ECS) Exposure to AWS data services (S3, Glue, EMR, Athena, Kinesis) Understanding of ETL pipelines Fluent English is required for this role and any German is seen as a plus This is a great opportunity to get into an extremely exciting company who are really looking to build a successful team. If you would be interested in learning more please apply and I will contact you as soon as possible.\",\n", + " 'soft_skills': '[\"\"]',\n", + " 'hard_skills': '[\"AWS Kinesis\", \"AWS Identity And Access Management (IAM)\", \"AWS CloudFormation\", \"Pipelining\", \"Python (Programming Language)\", \"Digitization\", \"AWS Elastic MapReduce (EMR)\", \"Maintainability\", \"Data Pipeline\", \"Amazon Simple Notification Service (SNS)\", \"Extract Transform Load (ETL)\", \"Azure Data Lake\", \"Data Engineering\", \"Amazon Athena\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'full-stack software engineer (m/f)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.67733118e-01 3.18774730e-01 3.84102076e-01 6.34426028e-02\\n4.19775933e-01 -2.08391398e-01 -1.94373298e-02 2.74899423e-01\\n-5.86313456e-02 -3.81496459e-01 -5.73851243e-02 -2.94074893e-01\\n-8.99507105e-02 2.96436492e-02 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Microservice architectures - Hands on experience designing and implementing RESTfull backend Services - Good knowledge of relational and NoSQL databases - Practice in Clean Code, TDD, Pair Programming, continuous integration and continuous delivery - Ability to understand the company's KPIs and the user needs and use them as innovation driver - Experience with agile methodologies and pronounced agile mindset - Plus: Knowledge of microservices on AWS - A degree in Computer Science or equivalent practical experience - Fluency in English and German Benötigte Skills Englisch NoSQL HTML5 CSS3 JavaScript JAVA Spring DevOps Test\",\n", + " 'soft_skills': '[\"Innovation\", \"Operations\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Test-Driven Development (TDD)\", \"NoSQL\", \"Agility\", \"Continuous Delivery\", \"Cascading Style Sheets (CSS)\", \"Computer Science\", \"Web Frameworks\", \"Continuous Integration\", \"Software Quality Management\", \"HTML5\", \"HyperText Markup Language (HTML)\", 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-2.23396242e-01]]',\n", + " 'job_description': 'CONSULTING - BIG dATA SCIENCE - aNALYTICS - BI! With over a billion turnover has our customer become a relevant global player in terms of individual software solutions. She thinks globally, acts locally and supports customers from various industries to develop technology solutions to business results. The consulting specialists are able to find solutions for large, complex projects to generate economies of scale and optimize processes. The worldwide growth continues also in Switzerland and for their Zurich office are we looking for you as: DIRECTOR DATA SOLUTIONS YOUR CHALLENGE You will lead strategic client projects across Europe and help to build out the Big Data Architecture Practice. Develop customer solutions and proposals for implementation and design of scalable big data architecture as well as network infrastructure solutions to enable partners and clients to scale Hadoop, NoSQL and relational database architecture for growing demands and traffic. Build up roadmaps and implementation strategy around data science initiatives including recommendation engines, predictive modeling, and machine learning. Drive new business and get involved in pre-sales activities whilst overseeing and managing remote team members who are involved in key projects. YOUR PROFILE You have a Bachelor, Master or MBA degree or equivalent education with business and IT expertise. You have a deep understanding of the Big Data Architecture, Business Intelligent, Data Science and Analytics and implementing such big projects. Consultancy background is strongly desired as there is a strong focus of managing senior customer relationships at a technical and business level. Hands on technical/architecture experience with major big data technologies and frameworks including but not limited to Hadoop, MapReduce, Pig, Hive, HBase, Oozie, Mahout, Flume, ZooKeeper, MongoDB, and Cassandra. Know how in agile software development processes and architecture are an additional plus. You are an excellent communicator with the ability to correspond effectively with all levels of Business and IT. You have fun thinking globally, acting locally and work in multi-cultural teams around the globe. You are a problem solver with the ability to effectively prioritize work. You can communicate fluently in English and ideally German. There will be a large degree of travel (around 50%) in order to build on and enhance client relationships. YOUR PERSPECTIVE You get the chance to build a firm in the firm in a globally oriented outsourcing corporation. You can combine your strength and network with the enormous resource and skill set to set new standards in your business stream. You can act as leader while participating in top level engagements and getting first hand updates on technology innovations. You will experience new ways of efficiency and technology improvements. You can expect continuing training and the opportunity to enlarge you network and visibility.',\n", + " 'soft_skills': '[\"Management\", \"Communications\", \"Innovation\", \"Prioritization\", \"Consulting\"]',\n", + " 'hard_skills': '[\"NoSQL\", \"Apache Cassandra\", \"Economy\", \"Apache Zookeeper\", \"Acting\", \"Analytics\", \"Outsourcing\", \"Industrialization\", \"Customer Support Analyst\", \"Perspective (Graphical)\", \"Scale (Map)\", \"Activism\", \"MapReduce\", \"New Business Development\", \"Customer Development\", \"Apache Mahout\", \"MongoDB\", \"Levelling\", \"Limiter\", \"Apache Oozie\", \"Idealization\", \"Network Infrastructure\", \"Localization\", \"Apache Flume\", \"Continuous Training\", \"Process Optimization\", \"Machine Learning Methods\", \"Recommendation Engine\", \"Data Science\", \"Agile Software Development\", \"Customer Relationship Building\", \"Business Architecture\", \"Apache Hive\", \"Scalability\", \"Big Data\", \"Predictive Modeling\", \"Technology Solutions\", \"Pre-Sales Engineering\", \"Relational Databases\", \"Software Development\", \"Resourcing\", \"Apache HBase\", \"Additives\", \"Acceptance and Commitment Therapy (ACT)\", \"Data Intelligence\"]',\n", + " 'languages': \"['English', 'Thai', 'Samoan', 'Tatar', 'Kanuri']\"},\n", + " {'company_id': '27',\n", + " 'job_title': 'junior software engineer medco for the department of information systems',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'Healthcare Services & Hospitals',\n", + " 'website': 'www.chuv.ch',\n", + " 'jobdescription_embedded': '[[-3.00035059e-01 3.61983538e-01 4.44360465e-01 -7.17792660e-03\\n5.62070787e-01 -1.37449756e-01 -1.13336578e-01 2.42946625e-01\\n-2.19843201e-02 -4.84850526e-01 -9.91603658e-02 -3.07892561e-01\\n-4.89714779e-02 1.88965708e-01 1.14169598e-01 4.41247940e-01\\n3.86448681e-01 4.34750766e-02 -1.06877811e-01 3.36503685e-01\\n-6.46074489e-02 -1.51778728e-01 4.21410054e-03 8.17152441e-01\\n4.15205777e-01 -4.45732102e-02 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Through its collaboration with the Faculty of Biology and Medicine of the University of Lausanne and the EPFL, CHUV plays a leading role in the areas of medical care, medical research and training. The mission of the Data Science group, wich part of CHUV Department of Information Systems, is to foster the adoption and use of data science and innovative tools in medical informatics within the hospital to significantly improve biomedical research and hospital key processes. To achieve this ambitious goal, one of the core tasks of the group is to develop the necessary IT infrastructure for providing physicians and scientists with the means to smoothly access and use, for their clinical research projects, the massive volume of clinical data that every day is generated within the hospital. Our current and future challenges lie at the intersection of big data, medical informatics, data protection and artifical intelligence. To address these challenges and push the bar furhter, a part of the Data Science Group is specifically focused on projects in Medical Informatics that will explore innovative Tools and technologies for implementing new prototype applications that could potentially be deployed in operational settings. As a Junior Software Engineer within our Data Science team, you will be responsible for : Defining technical and functional specification for new medical informatics applications based on end-users (scientists, physicians and IT experts) requirements and latest technological advances from the research academic community Developing and documenting robust and mature proofs of concept and prototypes of these applications and help in the transition to production environments within the team. In your past experiences, you have shown a proven track record of crafting innovative and elegant software solutions and the capacity to fully document the solutions you have developed. Your are passionate about technology and excited about working in the medical field. Requirements This position requires a university degree in Computer Science or Medical Informatics or equivalent discipline with : Proficiency in at least one object-oriented design development and data-driven development language (JAVA is highly preferable, Go is a plus) Excellent understanding of data structures and algorithms Ability to implement robust prototypes almost ready for deployment in production settings Experience with RESTful JSON APIs and design of micro-services and Web services Experience with relational database management systems and SQL Experience with front-end Framework such as VueJS, WebSockets ans HTML/CSS Experience with DevOps Tools for software deployment and automation using containerization frameworks such as Docker (Kubernetes and Docker Swarm are a plus) Experience with Agile software development as a team and version control (OAuth, OpenID connect, etc.) Oral and written proficiency in French is required to help you interact with end-users and peers on a daily basis. Benefits If you become an employee at the Centre Hospitalier Universitaire Vaudois, we will offer you the following : High social benefits Three days of training per year 25 working days of vacation per year Very good restaurants with preferential rates. ',\n", + " 'soft_skills': '[\"Research\", \"Collaboration\", \"Hospitality\", \"Operations\", \"Innovation\", \"Socialization\"]',\n", + " 'hard_skills': '[\"Automation\", \"Kubernetes\", \"Tooling\", \"Accessioning\", \"Model-Driven Development\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Computer Science\", \"Informatics\", \"Relational Database Management Systems\", \"MASSIVE (Software)\", \"Prototype (Manufacturing)\", \"OAuth\", \"IT Infrastructure\", \"Version Control\", \"DevOps\", \"Prototyping\", \"Docker Swarm\", \"Track (Rail Transport)\", \"Medic\", \"HyperText Markup Language (HTML)\", \"Containerization\", \"Functional Specification\", \"Software Engineering\", \"Agile Software Development\", \"Data Science\", \"Web Services\", \"Docker (Software)\", \"Biology\", \"Management Systems\", \"Clinical Research\", \"Object-Oriented Design\", \"Big Data\", \"Community Development\", \"Clinical Data Warehouse\", \"Data Structures\", \"Front End (Software Engineering)\", \"Relational Databases\", \"Software Development\", \"Algorithms\", \"Medical Research\", \"OpenID\", \"JSON\", \"Database Management Systems\", \"AN/PRC-148 Multiband Inter/Intra Team Radio (MBITR)\", \"SQL (Programming Language)\", \"Software Deployment\", \"Adoptions\", \"Information Systems\", \"Java Scripting Languages\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '114',\n", + " 'job_title': 'data scientist operations planning & steering',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Airlines',\n", + " 'website': 'www.swiss.com',\n", + " 'jobdescription_embedded': '[[-1.18040219e-01 3.41364145e-01 4.58301902e-01 -1.48124583e-02\\n4.92912471e-01 -6.12655208e-02 5.86260408e-02 2.64740586e-01\\n-2.39444189e-02 -4.55572486e-01 -7.33047165e-03 -2.37603426e-01\\n3.14964689e-02 -5.13409376e-02 5.75264916e-02 5.60614228e-01\\n2.82505155e-01 2.44873874e-02 -9.98041779e-02 3.51305008e-01\\n1.70087039e-01 5.43550588e-02 2.01948702e-01 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As a team player in our IT to Business Alignment unit, you’ll turn challenges into innovative solutions for our Operations Planning & Steering. You will partner up with our business units and our IT service providers. And you will delight in transforming pain points into appealing apps. So if you’re the type to pour all your passion and your energies into interpreting extensive data, and for whom “that won’t work” or “we’ve tried that already” only makes you more determined, come aboard! Your duties Use statistical data analysis or simulations to develop practical solutions to business problems Develop and improve forecasts in business areas and make adjustments according to market requirements Visualize and interpret analytical results for business and translate analytics into business language Present complex information to internal and external stakeholders Develop strategies and recommend improvements to the overall data collection process including data submission formats and standards to improve data quality Work out project proposals with goals, resources, milestones and costs Leading IT projects up to and including their operational handover Developing test procedures and conducting tests Active collaborations with various organizations within the Lufthansa Group Willingness to travel Your profile University degree (Master, PhD as asset) with a quantitative focus in Mathematics, Statistics, Data Science or similar Relevant working experience in creating and using advanced machine learning algorithms and statistics for regression, classification, simulation, etc. Advanced skills in SQL and in one or more of the following programming languages: R, Python Knowledge in BI Tools for interactive data visualization (e.g. Tableau, QlikView, Shiny) is an asset Highly analytical and conceptual mindset, as well as creativity and innovative ability to stay atop complex situations Proven experience in IT project management (Agile certification an advantage) Experience in requirements engineering An ability to familiarize yourself swiftly and independently with new topic areas Good written and verbal communication skills in German and English and ability to work in cross cultural environments Details Employment level: 80-100% Department: IT to Business Alignment Work place: Zurich, Kloten Starting date: upon agreement Application deadline: November 24, 2019 Contact Head of IT to Business Alignment Flight & Ground Operations: Mr Fredy Wehrli Human Resources: Ms Kerstin Braun Recruiting Support: Tel.: +41 44 564 44 22 You may apply in English or German. About Swiss International Air Lines AG It’s the little differences that make working at SWISS so appealing. The fact, for example, that we treat every detail with care, see quality in terms of hospitality and view nationality through an international lens. In a similar way, we see variety as richness, a job as an experience and SWISS as a world of inspiration. You, too, will be stimulated in our special working environment – one in which, wherever you are, you’ll always feel: Truly SWISS .... where people matter. www.swiss.com',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Hospitality\", \"Operations\", \"Presentations\", \"Innovation\", \"Creativity\"]',\n", + " 'hard_skills': '[\"Data Quality\", \"Tableau (Business Intelligence Software)\", \"KM Programming Language\", \"Milestones (Project Management)\", \"Analytics\", \"Statistics\", \"Statistical Coupling Analysis\", \"Strategic Business Unit\", \"Activism\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Market Requirements Documents\", \"E (Programming Language)\", \"IBM Personal Computer/AT\", \"Human Resource Management\", \"Data Science\", \"QlikView (Data Analytics Software)\", \"Library For WWW In Perl\", \"Shiny (R Package)\", \"Requirements Engineering\", \"Digitization\", \"Machine Learning Algorithms\", \"R (Programming Language)\", \"Business Alignment\", \"Acceptance Test Procedures\", \"Survey Data Analysis\", \"Operational Planning\", \"Simulations\", \"Agile Management\", \"Appeals\", \"Project Proposals\", \"Cross-Cultural Studies\", \"Service Provider\", \"Project Management\", \"Data Collection\", \"AN/PRC-148 Multiband Inter/Intra Team Radio (MBITR)\", \"Advanced Business Language\", \"Data Analysis\"]',\n", + " 'languages': \"['English', 'Southern Sotho', 'Kikuyu', 'Javanese', 'Northern Sami']\"},\n", + " {'company_id': '68',\n", + " 'job_title': 'data scientist',\n", + " 'location': 'Cheseaux-Noréaz',\n", + " 'industry': 'Telecommunications Manufacturing',\n", + " 'website': 'www.nagra.com',\n", + " 'jobdescription_embedded': '[[-1.93390340e-01 2.77924567e-01 5.01804709e-01 1.81110166e-02\\n4.76072967e-01 -9.28495005e-02 -6.60263225e-02 3.26945603e-01\\n-2.16499064e-02 -3.39423329e-01 -1.13672808e-01 -3.34753096e-01\\n-7.95038864e-02 7.88691789e-02 4.40750569e-02 5.63180983e-01\\n2.15001911e-01 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Motivating. Challenging. NAGRA, a digital TV division of the Kudelski Group provides security and multiscreen user experience solutions for the monetization of digital media. The company offers content providers and DTV operators worldwide secure, open, integrated platforms and applications over broadcast, broadband and mobile platforms, enabling compelling and personalized viewing experiences. Location: Cheseaux, Switzerland Mission As part of the Kudelski Group’s \"Insight\" initiative, we are developing data analytics products for major telecom operators around the world, powered by state-of-the-art machine learning and probabilistic algorithms. We are looking for a Data Scientist to help us transform raw data into actions and predictions so that our clients can effectively navigate their business. We work on a large spectrum of machine learning applications, including predictive maintenance, uplift prediction, and time series forecasting. Woud you like to join a nimble, focused and fast-moving division within a well-established company? We are a team of techies, data crunchers and business experts who want to make a difference in a fast-changing industry – get in touch! Responsibilities As a member of the team, you will build machine learning workflows to address a wide range of business questions. Your main responsibilities will be to: Apply statistical analysis and visualization techniques to gain actionable insights into large volumes of data from different sources Develop machine learning workflows Work closely with the engineering team and support them in the industrialization of the final workflow Occasionally travel to clients to discuss their data and business needs and to present project results Maintain and develop professional knowledge by attending and presenting at conferences, reading professional publications and testing state-of-the-art tools Requirements / Profile Here is the kind of profile we are looking for: 3+ years work experience Familiar with statistics and machine learning algorithms Experience in deep learning, econometrics, or causal inference is a bonus Curious about the business impact of their workGood Python programming skills, intimate with the Python data science stack Experience with relational databases and Big Data tools like Spark, Presto, Hive, etc. Knowledge of best practices for software development and data organization, and pleasure in working in an open source environment (Github is at the core of our workflow) Likes interacting with people, including clients, and can communicate well even to a non-technical audience Willingness to travel occasionally and assume a client-facing role Good spoken and written English, knowledge of French is a plus Swiss or EU resident Our team promotes integration and is committed to provide equal employment opportunity to all applicants Reference: 11269 Publication Date: 28-10-2019',\n", + " 'soft_skills': '[\"Professionalism\", \"Communications\", \"Written English\", \"Operations\", \"Integration\", \"Presentations\", \"Sourcing\"]',\n", + " 'hard_skills': '[\"Predictive Maintenance\", \"Tooling\", \"Programming (Music)\", \"Interactivity\", \"Analytics\", \"Statistics\", \"Prediction\", \"Machine Learning\", \"Good Agricultural Practices\", \"Industrialization\", \"Statistical Coupling Analysis\", \"Scholastic READ 180\", \"Visualization\", \"Python (Programming Language)\", \"Maintainability\", \"Digital Media\", \"Open Telecom Platforms\", \"Mobility\", \"Machine Learning Methods\", \"Econometrics\", \"Github\", \"Data Science\", \"Time Series\", \"Apache Hive\", \"Equalization\", \"Digitization\", \"Personalization\", \"Big Data\", \"Deep Learning\", \"Finalization\", \"Reference Application\", \"Causal Inference\", \"Raw Data\", \"Relational Databases\", \"Software Development\", \"Algorithms\", \"Forecasting\", \"User Experience\", \"Integration Platforms\", \"Workflows\", \"Broadcasting\", \"Broadband\"]',\n", + " 'languages': \"['English', 'Pashto', 'Lithuanian', 'Tatar', 'Ewe']\"},\n", + " {'company_id': '62',\n", + " 'job_title': 'software engineer - operation solutions',\n", + " 'location': 'Grenchen',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.91340968e-01 2.03036457e-01 5.38426340e-01 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About the Role… The Operations Solutions Team is looking for a talented Software Engineer that will contribute to our global operations software designed to manufacture HID Global products (RFID credentials, readers, controllers, badge printers, tracking beacon, …) around the world (10+ countries). What you will do… Work on full life-cycle software development of applications used for production and monitoring activities. Work in a collaborative team using Agile methodology. Design and deliver full-stack software applications in C# : provisioning engine, web services, desktop & web front-end, Database Sql & NoSql. Integrate low level API driving hardware encoders (ex. RFID programmers/analyzers, communication devices, barcode scanners, printers, etc.) Keep tight deadlines for software enhancements to match product development schedules. Who we’re looking for…. Must have a strong passion for object-oriented programming, design patterns and SOLID principles. Excellent understanding of software development within the .NET Framework/Core ecosystem. Ability to multi-task and stay organized in a dynamic environment. Knowledge of applied cryptography and RFID industry standards is greatly appreciated. Knowledge of communication interfaces such as I2C, SPI, JTAG, UART is greatly appreciated. Minimum Bachelor degree in Computer Science or Electrical Engineering required. 3+ year experience with software and solution developments, ideally used in industrial application. Good analytical and problem solving skills. Very good French and English language skills. Must be legally eligible to work in Switzerland. Final Application Date: 30th November, 2019 HID Global is an equal opportunities employer',\n", + " 'soft_skills': '[\"Collaboration\", \"Problem Solving\", \"Communications\", \"Scheduling\", \"Operations\", \"Integration\"]',\n", + " 'hard_skills': '[\"Solid Principles\", \"Enterprise Application Software\", \"NoSQL\", \"Industry Standard Architecture\", \"Hyper SQL Database (HSQLDB)\", \"Web Engineering\", \"Computer Science\", \"Analytics\", \"Distributed Design Patterns\", \".NET Framework\", \"Industrialization\", \"Cryptography\", \"Tracking (Commercial Airline Flight)\", \"Levelling\", \"Activity Monitor\", \"Idealization\", \"Barcodes\", \"Software Engineering\", \"Web Services\", \"Agile Methodology\", \"Electrical Engineering\", \"C# (Programming Language)\", \"Equalization\", \"Agile Product Development\", \"Software Design\", \"Finalization\", \"Front End (Software Engineering)\", \"Encodings\", \"Software Development\", \"Application Programming Interface (API)\", \"Object-Oriented Programming (OOP)\", \"Controllability\"]',\n", + " 'languages': \"['English', 'Kannada']\"},\n", + " {'company_id': '4',\n", + " 'job_title': 'director data solutions data science - analytics - bi (56)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.90481567e-01 2.48011351e-01 5.61907411e-01 -5.75898774e-03\\n5.63557088e-01 -1.46655619e-01 -3.73666808e-02 3.17813635e-01\\n-9.91410613e-02 -4.93190706e-01 -3.54826404e-03 -2.87803769e-01\\n4.04535681e-02 1.98618278e-01 1.44345403e-01 3.14964831e-01\\n2.81406164e-01 1.39580369e-01 -1.42618835e-01 3.40266287e-01\\n1.24611117e-01 -1.56572193e-01 1.01084262e-01 8.07796001e-01\\n3.99036646e-01 2.28390237e-03 -7.64889866e-02 1.02383167e-01\\n-1.88484520e-01 -2.64993221e-01 4.36564714e-01 -1.92004628e-02\\n-1.71543986e-01 -3.19798648e-01 9.72965509e-02 1.12656325e-01\\n-2.90534556e-01 -8.11100081e-02 -1.77048266e-01 9.81125608e-03\\n-4.87745166e-01 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With over a billion turnover has our customer become a relevant global player in terms of individual software solutions. She thinks globally, acts locally and supports customers from various industries to develop technology solutions to business results. The consulting specialists are able to find solutions for large, complex projects to generate economies of scale and optimize processes. The worldwide growth continues also in Switzerland and for their Zurich office are we looking for you as: DIRECTOR DATA SOLUTIONS YOUR CHALLENGE You will lead strategic client projects across Europe and help to build out the Big Data Architecture Practice. Develop customer solutions and proposals for implementation and design of scalable big data architecture as well as network infrastructure solutions to enable partners and clients to scale Hadoop, NoSQL and relational database architecture for growing demands and traffic. Build up roadmaps and implementation strategy around data science initiatives including recommendation engines, predictive modeling, and machine learning. Drive new business and get involved in pre-sales activities whilst overseeing and managing remote team members who are involved in key projects. YOUR PROFILE You have a Bachelor, Master or MBA degree or equivalent education with business and IT expertise. You have a deep understanding of the Big Data Architecture, Business Intelligent, Data Science and Analytics and implementing such big projects. Consultancy background is strongly desired as there is a strong focus of managing senior customer relationships at a technical and business level. Hands on technical/architecture experience with major big data technologies and frameworks including but not limited to Hadoop, MapReduce, Pig, Hive, HBase, Oozie, Mahout, Flume, ZooKeeper, MongoDB, and Cassandra. Know how in agile software development processes and architecture are an additional plus. You are an excellent communicator with the ability to correspond effectively with all levels of Business and IT. You have fun thinking globally, acting locally and work in multi-cultural teams around the globe. You are a problem solver with the ability to effectively prioritize work. You can communicate fluently in English and ideally German. There will be a large degree of travel (around 50%) in order to build on and enhance client relationships. YOUR PERSPECTIVE You get the chance to build a firm in the firm in a globally oriented outsourcing corporation. You can combine your strength and network with the enormous resource and skill set to set new standards in your business stream. You can act as leader while participating in top level engagements and getting first hand updates on technology innovations. You will experience new ways of efficiency and technology improvements. You can expect continuing training and the opportunity to enlarge you network and visibility.',\n", + " 'soft_skills': '[\"Management\", \"Communications\", \"Innovation\", \"Prioritization\", \"Consulting\"]',\n", + " 'hard_skills': '[\"NoSQL\", \"Apache Cassandra\", \"Economy\", \"Apache Zookeeper\", \"Acting\", \"Analytics\", \"Outsourcing\", \"Industrialization\", \"Customer Support Analyst\", \"Perspective (Graphical)\", \"Scale (Map)\", \"Activism\", \"MapReduce\", \"New Business Development\", \"Customer Development\", \"Apache Mahout\", \"MongoDB\", \"Levelling\", \"Limiter\", \"Apache Oozie\", \"Idealization\", \"Network Infrastructure\", \"Localization\", \"Apache Flume\", \"Continuous Training\", \"Process Optimization\", \"Machine Learning Methods\", \"Recommendation Engine\", \"Data Science\", \"Agile Software Development\", \"Customer Relationship Building\", \"Business Architecture\", \"Apache Hive\", \"Scalability\", \"Big Data\", \"Predictive Modeling\", \"Technology Solutions\", \"Pre-Sales Engineering\", \"Relational Databases\", \"Software Development\", \"Resourcing\", \"Apache HBase\", \"Additives\", \"Acceptance and Commitment Therapy (ACT)\", \"Data Intelligence\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '14',\n", + " 'job_title': 'project manager statistical programming and data management 60 - 80%',\n", + " 'location': 'Davos',\n", + " 'industry': 'Healthcare Services & Hospitals',\n", + " 'website': 'www.aofoundation.org',\n", + " 'jobdescription_embedded': '[[-2.91401744e-01 2.67605692e-01 3.83276880e-01 -6.67591020e-02\\n5.62750936e-01 -2.60522459e-02 -3.66341472e-02 2.88305968e-01\\n-1.38670206e-01 -1.88580930e-01 -1.92634478e-01 -2.52487749e-01\\n3.83784994e-04 2.22953051e-01 1.45399451e-01 6.30378604e-01\\n3.88286799e-01 -1.48805499e-01 -1.72022104e-01 2.26434290e-01\\n7.69568160e-02 -1.91762537e-01 8.60446393e-02 7.13544011e-01\\n2.42149442e-01 1.93406120e-02 -1.46173358e-01 -3.83245014e-02\\n-1.88836262e-01 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is a medically guided, not-for-profit organization led by an international group of surgeons specialized in the treatment of trauma and disorders of the musculoskeletal system. Founded in 1958 by a group of visionary surgeons, today, the AO has a global network of 200,000 health care professionals. Each year it offers over 830 educational events around the world, which are supported by nearly 9,000 faculty and are attended by over 58,000 participants. It has 20,000 surgeon members working in the fields of trauma, spine, craniomaxillofacial (CMF), veterinary, and reconstructive surgery. AO Clinical Investigation & Documentation (AOCID) is an institute of the AO Foundation and the provider of choice of the AO Community in clinical research, clinical research education, and health economics. We plan and execute the most pertinent clinical studies, design state-of-the-art clinical research education, and apply health economic techniques to validate current practice in the field of trauma and musculoskeletal disorders—all in compliance with the ICH GCP (E6) guidelines and ISO 14155 standards. We are looking for the following highly motivated person to join our team in Davos, Switzerland. or Dübendorf, Switzerland (near Zurich): Project Manager Statistical Programming and Data Management 60 - 80% In this role you will be required to independently fulfill all tasks related to all phases of AOCID-assigned clinical research projects and to ensure high quality standards for statistical programming and data management and monitoring activities, such as: Creation, validation and management of statistical codes for study-related activities, including monitoring activities (eg, reports, graphs, listings) Database development in electronic data capture (EDC) systems (egm. REDCap) and database validation Development of data validation plans (DVPs), programming of inconsistency reports according to DVP, supporting data cleaning and data clarification activities Set up of data management plans (DMPs) and implementation of codes according to DMPs and statistical analysis plans (SAPs) Development, validation and maintenance of SAS Macros for statistical analysis and monitoring Supporting quality management, development and maintenance of standard operating procedures (SOPs) for statistical programming (validation, documentation) In order to master this challenge, you have: Master of science or bachelor's degree in numerical/computational sciences/mathematics or equivalent Advanced SAS skills (Base SAS, SAS/STAT, SAS/GRAPH, SAS macro language, SQL), preferably additional Stata skills At least three years of experience with programming Basic knowledge of statistics Numerical and analytical skills Attention to detail and reliability Team player Good communication skills (internally and with external stakeholders) Fluent in English (oral and written) We offer An interesting and varied job in an exciting and innovative organization Working in a highly committed international team Modern infrastructure Employment conditions which match the requirements and offer a high degree of flexibility re working hours, location as well as homeoffice If you meet the requirements of this challenging opportunity, please submit your complete online application (motivation letter, CV, recent photograph, certificates, reference letters, etc) through our online application system. Applications received via other channels will not be considered in the process.\",\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Analytical Skills\", \"Infrastructure\", \"Planning\", \"Investigation\", \"Management\", \"Communications\", \"Reliability\", \"Innovation\", \"Visionary\"]',\n", + " 'hard_skills': '[\"Health Economics\", \"Programming (Music)\", \"Human Musculoskeletal Systems\", \"Data Validation\", \"Applications Of Artificial Intelligence\", \"Data Management\", \"Statistics\", \"SAS (Software)\", \"Database Development\", \"Standard Operating Procedure\", \"Statistical Coupling Analysis\", \"Clinical Study Design\", \"Activism\", \"Activity Monitor\", \"Medic\", \"Executable\", \"Reconstructive Surgery\", \"Validation Master Plan\", \"SAS/STAT\", \"Data Management Plan\", \"Non-Profit Organization\", \"Personalization\", \"SAS Macros\", \"Clinical Research\", \"Cleaned Data\", \"Management Development\", \"Numerical Computing\", \"Receivables\", \"Clinical Data Management\", \"Validations\", \"Home Health Care\", \"SAS/Base\", \"Planned Unit Development\", \"Google Cloud Platform (GCP)\", \"Graphing\", \"Electronic Data Capture (EDC)\", \"SQL (Programming Language)\", \"Quality Management\"]',\n", + " 'languages': \"['English', 'Kashmiri', 'Manx', 'Tatar']\"},\n", + " {'company_id': '63',\n", + " 'job_title': 'full-stack software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.37852579e-01 1.92481816e-01 4.76745516e-01 6.89489320e-02\\n4.94166434e-01 -1.87736556e-01 -3.66991945e-02 3.56802285e-01\\n3.73897492e-03 -4.62117016e-01 -7.32699931e-02 -2.56241888e-01\\n-2.35611163e-02 5.51019497e-02 1.27621889e-01 3.91661823e-01\\n2.23573625e-01 1.21874616e-01 -1.87689483e-01 3.11112106e-01\\n1.93503603e-01 -7.42717162e-02 1.23072535e-01 7.60851562e-01\\n1.98144808e-01 1.80163495e-02 -1.41208163e-02 -2.55015418e-02\\n-2.54822463e-01 -2.15544075e-01 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platform in Switzerland. We help people to make their best real estate decision and bring commercial real estate agencies, owners and potential tenants and buyers together. We count more than 10 million visits from people who use our portal and have more than 190 million page views per month. We are looking for you as a teammate. You’ll help Homegate to grow the business and our engineering-teams to shift our platform to the next level, while driving innovations. Full-Stack Software Engineer Your Responsibilities You will work on rebuilding the Homegate platform using microservices architecture on AWS You will implement, test and deliver new features within a cross-functional agile team You challenge the status quo and continuously improve architecture, code and tools to ensure high quality software delivery You own your solution and will be responsible from development to delivery to operations in a DevOps environment Your Qualification Experienced in JavaScript/Node.js and related web frameworks Experience with frontend frameworks like Angular or Vue.js Familiarity with AWS services like Lambda, DynamoDB, SNS, RDS, S3, CloudWatch and ElasticSearch Familiarity with Java/Spring/Maven Hands on experience designing and implementing RESTfull backend services Practice in clean code, TDD, pair programming, continuous integration and continuous delivery Experience with agile methodologies and pronounced agile mindset A degree in computer science or equivalent practical experience Fluency in English, German is a plus Benefits Flexible working hours and Home-office possibilities Personal development plan and yearly budget for educational courses, conferences etc. Assistance and Support through all aspects of the onboarding process On-site canteen with plentiful selection of fresh food and salad Discounts in many surrounding shops and partner vendors like HP, Allianz, Sunrise, Shell, ... Lots of team activities and regular hackathons We do not accept unsolicited CVs from Third Party Agencies.',\n", + " 'soft_skills': '[\"Innovation\", \"Real Estate\", \"Operations\", \"Decisiveness\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Test-Driven Development (TDD)\", \"Agility\", \"Continuous Delivery\", \"Vue.js\", \"Computer Science\", \"Web Frameworks\", \"Continuous Integration\", \"Software Quality Management\", \"Activism\", \"Onboarding\", \"Node.js\", \"Levelling\", \"AWS Directory Service\", \"Amazon Simple Notification Service (SNS)\", \"Microservices\", \"Software Engineering\", \"Amazon DynamoDB\", \"Budgeting\", \"Cross-Functional Coordination\", \"Apache Maven\", \"Agile Methodology\", \"Digitization\", \"JavaScript (Programming Language)\", \"Amazon CloudWatch\", \"Foods\", \"Angular (Web Framework)\", \"Planned Unit Development\", \"Experience Design\", \"Pair Programming\", \"Personality Development\", \"Java (Programming Language)\", \"Commercialization\", \"Custom Backend\", \"DevOps\", \"Elasticsearch\"]',\n", + " 'languages': \"['English', 'Albanian', 'Interlingua', 'Manx', 'Moldovan']\"},\n", + " {'company_id': '78',\n", + " 'job_title': 'data scientist',\n", + " 'location': 'Ecublens',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.33694956e-01 3.10694486e-01 4.18160260e-01 2.11881120e-02\\n5.00443697e-01 -1.94497660e-01 1.55600877e-02 3.68219316e-01\\n-5.10560069e-03 -4.21176910e-01 -1.71631239e-02 -1.40576616e-01\\n2.05046013e-02 5.14465123e-02 1.00804456e-01 4.40635741e-01\\n2.66335875e-01 1.03887580e-01 -1.78714707e-01 3.87045324e-01\\n1.99175939e-01 -1.87521607e-01 1.27502203e-01 6.93333447e-01\\n4.92713183e-01 -2.11830791e-02 -7.92485103e-02 -5.25545701e-02\\n-2.31206372e-01 -2.70013183e-01 3.10707182e-01 -5.74332699e-02\\n2.15872210e-02 -2.99329877e-01 1.26689702e-01 6.63633347e-02\\n-2.88466960e-01 9.91255492e-02 -1.12298958e-01 1.70360520e-01\\n-4.55864787e-01 -2.54954934e-01 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Mission and activities Implement advanced statistical and data analysis tools related to Nanolive Core Technology and Quantitative biology applicationsImplement environment development and architecture in PythonValidate proofs of concepts through modelling and simulationPrepare test protocols, run tests and analyse resultsDocument work results with Python notebooks or similar reports Required Master’s or PhD degree in Computational Science, Mathematics, Engineering or related area.Experience in Python scientific codingExperience in big data managementStrong background in Mathematics, Physics or Biology An Asset Experience with CI/CD, source management & djangoKnowledge of unit testingKnowledge of hdf5, java programming, image analysis Key asset of the candidate Have a team player spirit, a quick perception, and a resourceful and fast-learning mindsetHave a strong sense of commitment and responsibility to respect planning and qualityHave a high analytical capacity and an adaptable, autonomous, rigorous and service-oriented mindsetHave effective communication in English (both written & oral – including technical documentation) What we offer You will get the opportunity to work in a fast-growing scale-up environment with highly motivated, competent and experienced individuals, and make a real difference for our customers. You will be working with a cutting-edge technology and facing the exclusive challenge of making it accessible to a wide audience by implementing creative solutions. Interested? Please visit our website, then click on “Apply Now” and fill your application including your cover letter and CV. We do not accept any recruitment agencies. Job Types: Full-time, Permanent Experience: python: 1 year (Preferred)Big Data management: 1 year (Preferred) Education: Master's (Required) \",\n", + " 'soft_skills': '[\"Self-Motivation\", \"Adaptability\", \"Resourcefulness\", \"Planning\", \"Management\", \"Communications\", \"Creativity\"]',\n", + " 'hard_skills': '[\"Computational Science And Engineering\", \"Integrated Development Environments\", \"Accessioning\", \"Programming (Music)\", \"Computer Science\", \"Analytics\", \"Data Management\", \"Statistics\", \"Mathematical Sciences\", \"Scale (Map)\", \"Activism\", \"Python (Programming Language)\", \"Agile Edge Technologies\", \"Source (Game Engine)\", \"Image Analysis\", \"Mathematical Physics\", \"Biology\", \"Service-Oriented Modeling\", \"Big Data\", \"Technical Documentation\", \"Survey Data Analysis\"]',\n", + " 'languages': \"['English', 'Scottish Gaelic']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'junior software engineer (java/.net)',\n", + " 'location': 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Their experts create, design, develop and operate software-centric solutions. Ihr Aufgabenbereich Develop innovative web and mobile applications, using state-of-the-art tools and agile methodologies. Work closely with a multidisciplinary team of business analysts, architects and developers. Be involved in the complete project lifecycle, from requirements analysis to final delivery. Ihr Profil You hold a MSc or BSc from a leading university or institute of technology. You already have some experience in developing Java or .Net applications from internships or course-related activities. You are passionate about technology and software engineering. You are familiar with the fundamentals of underlying technologies such as web-based user interfaces, relational and non-relational databases, application security, and communication protocols. You have a good command of English and either French or German (depending on working location). Ihre Chance Did you get your attention and you are looking for a new challenge? Then send your complete application documents to jobs@oneagency.ch Ort: Zürich Spezialisierung:Sprachen: Job ID: 7422',\n", + " 'soft_skills': '[\"Innovation\", \"Operations\", \"Positivity\"]',\n", + " 'hard_skills': '[\"MSC Software\", \"Database Application\", \"Tooling\", \"Relational Databases\", \"Requirements Analysis\", \"Activism\", \"Agile Methodology\", \"Application Security\", \"Sustainability\", \"Communications Protocols\", \"Java (Programming Language)\", \"Mobile Application Software\", \"User Interface\", \"Software Engineering\", \"Finalization\"]',\n", + " 'languages': \"['English', 'Afrikaans', 'Ojibwa']\"},\n", + " {'company_id': '40',\n", + " 'job_title': 'director data solutions (data science, analytics, bi)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': 'www.epam.com',\n", + " 'jobdescription_embedded': '[[-3.63576472e-01 3.57174784e-01 5.07355809e-01 -5.48212882e-03\\n5.64902782e-01 -1.19120434e-01 -2.35726312e-02 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With over twenty years’ experience of crafting market leading software, our business has been rapidly evolving and is now a global player in solving business challenges and developing tailor made cutting edge solutions. These challenges require a highly skilled workforce imagining, designing, engineering, and delivering software, through to business consulting services & customer experiences, which are changing the world around us. Within EPAM we establish a consultancy branch to help top-tier clients solve their most complex business and technology issues and to advise them on new technologies. As a Big Data Solution Architect, you will be responsible for conducting activities associated with selling core business consulting capabilities to leading organizations from different branches. Responsibilities Drive European Big Data Projects and provide technical guidance and solutions Develop proposals for implementation and design of scalable big data architecture Participate in customer workshops and presentation of the proposed solutions Design, implement, and deploy high-performance, custom applications at scale on Hadoop Define and develop network infrastructure solutions to enable partners and clients to scale NoSQL and relational database architecture for growing demands and traffic Define common business and development processes, platform and tools usage for data acquisition, storage, transformation, and analysis Develop roadmaps and implementation strategy around data science initiatives including recommendation engines, predictive modeling, and machine learning Review and audit of existing solution, design and system architecture Perform profiling, troubleshooting of existing solutions Create technical documentation Drive new business and get involved in pre-sales activities whilst overseeing and managing Big Data Architects and remote team members who are involved in key projects Requirements Solid experience in a Technical Leadership role Experience of driving large scale Big Data Architecture projects Consultancy background is strongly desired as there is a strong focus of managing senior customer relationships at a technical and business level Hands on technical/architecture experience with major big data technologies and frameworks including but not limited to Hadoop, MapReduce, Pig, Hive, HBase, Oozie, Mahout, Flume, ZooKeeper, MongoDB, and Cassandra Hands on experience of knowledge of programming and scripting languages such as Java, Python, Scala Experience with big data solutions developed in large cloud computing infrastructures such as Amazon Web Services, Elastic MapReduce or Pivotal Cloud Foundry Experience in client-driven large-scale implementation projects Data Science and Analytics experience is a plus (Machine Learning, Recommendation Engines, Search Personalization) Technical team leading and team management experience, deep understanding of Agile (Scrum), RUP programming process Strong experience in applications design, development and maintenance Solid knowledge of design patterns and refactoring concepts Practical expertise in performance tuning and optimization, bottleneck problems analysis Experience in Object-Oriented Analysis and Design Fluent oral and written English We offer Experience exchange with colleagues all around the world Competitive compensation depending on experience and skills Regular assessments and salary reviews Develop integration modules for interacting with new systems and applications Opportunities for self-realization Friendly team and enjoyable working environment Corporate and social events',\n", + " 'soft_skills': '[\"Leadership\", \"Troubleshooting (Problem Solving)\", \"Infrastructure\", \"Friendliness\", \"Management\", \"Integration\", \"Presentations\", \"Imagination\", \"Team Management\", \"Socialization\", \"Written English\", \"Consulting\"]',\n", + " 'hard_skills': '[\"NoSQL\", \"Tooling\", \"Apache Cassandra\", \"Advising\", \"Programming (Music)\", \"Performance Profiling\", \"Agility\", \"Apache Zookeeper\", \"Joint Application Design (JAD)\", \"Interactivity\", \"Analytics\", \"Project Architecture\", \"Machine Learning\", \"High Performance Computing\", \"Distributed Design Patterns\", \"Scale (Map)\", \"Application Development Languages\", \"Development Review\", \"Scala (Programming Language)\", \"Activism\", \"MapReduce\", \"New Business Development\", \"Python (Programming Language)\", \"Apache Mahout\", \"MongoDB\", \"Object-Oriented Analysis And Design\", \"Levelling\", \"Scrum (Software Development)\", \"Limiter\", \"Systems Architecture\", \"Apache Oozie\", \"Network Infrastructure\", \"Apache Flume\", \"Software Engineering\", \"Project Implementation\", \"NetApp Data Storage\", \"Recommendation Engine\", \"Data Science\", \"Web Services\", \"Customer Relationship Building\", \"Storages\", \"Apache Hive\", \"Personalization\", \"Cloud Foundry\", \"Develop Networks\", \"Scalability\", \"Big Data\", \"Amazon Web Services\", \"Predictive Modeling\", \"Technical Documentation\", \"Data Acquisition\", \"Adapter Scripting Language\", \"Auditing\", \"Transformation (Genetics)\", \"Civil Engineering Design\", \"Modulation\", \"Pre-Sales Engineering\", \"Performance Tuning\", \"Proposal Development\", \"Relational Databases\", \"Solution Design\", \"Customer Experience\", \"Apache HBase\", \"AWS Elastic MapReduce (EMR)\", \"Java (Programming Language)\", \"Cloud Computing\", \"Process Driven Development\"]',\n", + " 'languages': \"['English', 'Slovenian', 'Vietnamese', 'Limburgan', 'Quechua']\"},\n", + " {'company_id': '146',\n", + " 'job_title': 'research informatics specialist / database developer',\n", + " 'location': 'Basel',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 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Our consultants mainly work on our customer\\'s premises, integrated in the customer\\'s project team. We pride ourselves on being a dynamic forward thinking organization and we are looking for like-minded individuals that are driven by ambition and highly motivated by challenging jobs, as well as financial incentives. With our attractive compensation and benefits model, this is a great opportunity to maximize your earning potential. The further development of our colleagues and team members as well as an excellent work atmosphere are amongst the top values of our company. Our group \"Research & Lab IT” is seeking professionals with the below mentioned profile. Mission: The objective of the mission is to support the implementation and maintenance of the Corporate Preclinical Database and related systems for the collection, processing, analysis and registration of all chemical and biological information gathered during projects (e.g. ELN, Inventories, Data Analysis and Visualization). Main tasks: Supports scientists in the definition and maintenance of a standardized data organization and related dictionaries and prepares guidelines for chemical and biological data collection, processing, and analysis Participates to the design, development, implementation, support and maintenance of the corporate preclinical database and related systems (ELN, Inventories, Data Analysis and Visualization) Supports the timely submission (including preparation and curation as needed) of the data to local and corporate databases Manages data in the corporate preclinical corporate database and related systems Designs, develops and maintains tools supporting and automating data workflows from collection to analysis. Maintains software and database documentation. Organizes regular trainings and supports discovery and preclinical staff on the corporate preclinical database and related systems Familiarises himself/herself with the resources available in other parts of the organisation and is aware of the strategic importance of his/her project work with respect to goals. Ensures when needed, the validation of software and databases as required by international regulations. Responsible for the security of sensitive data, takes appropriate actions to prevent unauthorised access from outside or within the company. Manages relationships with solution and resource providers Qualification & Experience: Education: Bachelor or Master degree in Computer Science, Biology, or Chemistry Professional Skills & Experience: Has expertise in Computer Science applied to Life Sciences (Chemistry, Biology, Pharmacology) Is at ease with web software development, database management systems (preferably Oracle) and data analysis, independently of platform or language. Is familiar with configuration and customization of commercial research and preclinical data management systems (preferably Dotmatics software suite) Has at least 3 years of practical experience in industry or academic institutions, in charge of a scientific informatics platform/database development and management of research database for Life Science Has experience in web server and database administration Has experience in IT project management Communication & Interpersonal Skills: Writes internal/external reports and software documentation. Communicates effectively with supervisor or any other scientist relevant to the project as needed. Is able to explain his work to non IT specialists Is capable of making oral communications to international standards. Fluency in English is mandatory, French would be an asset Is able to adapt to a research environment: understanding of scientific issues and their specific requirements. Trains collaborators on the usage of scientific software. May supervise the work of external staff (solution vendors). ',\n", + " 'soft_skills': '[\"Research\", \"Writing\", \"Adaptability\", \"Professionalism\", \"Collaboration\", \"Management\", \"Supervision\", \"Communications\", \"Integration\", \"Information Gathering\", \"Relationship Management\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Web Servers\", \"Automation\", \"Pharmacology\", \"Tooling\", \"Accessioning\", \"Computer Science\", \"Life Sciences\", \"Data Management\", \"Collections\", \"Database Development\", \"Informatics\", \"Industrialization\", \"Survey Data Collection\", \"Visualization\", \"Software Suite\", \"Requirements Specifications\", \"Maintainability\", \"E (Programming Language)\", \"Registration\", \"Database Administration\", \"Software Documentation\", \"International Standards\", \"Biology\", \"Management Systems\", \"Corporate Data Management\", \"Electronic Data Processing\", \"Survey Data Analysis\", \"Validations\", \"Systems Design\", \"Chemistry\", \"Service Provider\", \"Software Development\", \"Project Management\", \"Resourcing\", \"Workflows\", \"Curation\", \"Database Management Systems\", \"Commercialization\", \"Data Analysis\"]',\n", + " 'languages': \"['English', 'Avestan']\"},\n", + " {'company_id': '122',\n", + " 'job_title': 'application scientist, chemical ionization mass spectrometry',\n", + " 'location': 'Thun',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.22071165e-01 3.35994661e-01 4.83776540e-01 -6.40972853e-02\\n6.11253023e-01 -7.13514015e-02 -1.14054918e-01 1.98036522e-01\\n1.12699583e-01 -2.06944034e-01 -1.58244222e-01 -3.54309440e-01\\n2.49078125e-02 2.25402951e-01 7.10181594e-02 6.34336233e-01\\n3.25270057e-01 5.24713621e-02 4.69298139e-02 4.38917756e-01\\n9.60446000e-02 -1.46910578e-01 1.38095424e-01 7.59765983e-01\\n3.24976802e-01 -2.94832662e-02 -4.38018888e-02 1.22776538e-01\\n-1.77218154e-01 -2.16217875e-01 5.02378941e-01 9.38742235e-02\\n-2.22176850e-01 -4.03737217e-01 9.49825048e-02 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With team members in Switzerland, Germany, China and the United States, we offer a family of end-user research products and custom instrument designs for OEM partners and research laboratories. TOFWERK is seeking an analytical scientist to develop and demonstrate new applications of our chemical ionization (CI) time-of-flight mass spectrometers (TOFMS), with emphasis on the Vocus PTR-TOF. The scientist will work within our Applications Department in support of our Vocus PTR-TOF and API-TOF product teams. He/she will be independently tasked with increasing the breadth and quality of analyses based on these instruments. The scientist will be active in relevant scientific communities in order to stay updated on trends and advances and to engage potential customers and collaborators. As the company’s expert on CI-TOFMS applications, he/she will communicate the capabilities of TOFWERK technology to prospective customers; lead product demonstrations; represent TOFWERK at international scientific meetings; support the Marketing Department in the production of technical promotional material; and formally present data in conference presentations, research reports, application notes, and peer-reviewed publications. He/she will work with other members of the Applications Department to ensure that all analyses at TOFWERK utilize the best available methods and technology. Based on his/her knowledge of the field and use of TOFWERK technology, the application scientist will provide suggestions and feedback to the Software and R&D Departments regarding potential short- and long-term product improvements and developments. Requirements PhD in Analytical Chemistry or related field 4+ years of experience using mass spectrometry for applied research or sample analysis, including method development Ability to work independently in the laboratory, including: experiment design, sample preparation, operation of scientific equipment, and data interpretation Strong background in data analysis, including statistics and spectral interpretation Interest in interacting with customers and prospective customers Confident and effective communicator Willingness to travel up to 30% per year for scientific conferences and customer site visits at European and international locations Fluency in English Desirable Experience and Expertise Use of any of the following: PTR-MS, chemical ionization MS, TOFMS, real-time trace gas analyzers Expertise in any of the following fields: biogenic VOCs, forensics, fragrances, flavors, breath analysis, atmospheric science Experience running and characterizing prototype scientific equipment Familiarity with any of the following: high vacuum systems, ion optics, ion-molecule reaction chemistry Competence in laboratory electronics and use of diagnostic equipment We Offer Exciting projects in state-of-the-art mass spectrometry An open culture that encourages new ideas A creative international team Flexible work times A bright, spacious workplace on the river in beautiful Thun We look forward to receiving your application at jobs@tofwerk.com. Please send all attachments in pdf format.',\n", + " 'soft_skills': '[\"Research\", \"Collaboration\", \"Communications\", \"Operations\", \"Presentations\", \"Creativity\"]',\n", + " 'hard_skills': '[\"Real Time Data\", \"Product Demonstration\", \"Chemical Ionization\", \"Research Reports\", \"Sample Preparation\", \"Data Presentation\", \"Interactivity\", \"Analytics\", \"Statistics\", \"Vienna Development Methods\", \"Prototype (Manufacturing)\", \"Spectrometer\", \"Activism\", \"Mass Spectrometry\", \"Analytical Chemistry\", \"Instrumentation\", \"Vacuum Systems\", \"Productivity Improvement\", \"IText (Free PDF Software)\", \"Atmospheric Sciences\", \"Electronics\", \"Optics\", \"Survey Data Analysis\", \"Applied Research\", \"Receivables\", \"Chemistry\", \"Sample Analysis\", \"Experience Design\", \"Sampling Design\", \"Residual Gas Analyzer\", \"Peer Review\", \"Application Notes\", \"Long-Term Potentiation\", \"User Research\", \"Application Programming Interface (API)\", \"Integrated Product Team\"]',\n", + " 'languages': \"['English', 'Kannada']\"},\n", + " {'company_id': '4',\n", + " 'job_title': 'software engineer fullstack (66)',\n", + " 'location': 'Basel, BS',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.52661198e-01 2.91340828e-01 4.71698552e-01 -5.21422885e-02\\n4.27083135e-01 -1.98471665e-01 -2.21223384e-03 4.32452738e-01\\n-6.25165403e-02 -3.49663585e-01 -5.25599532e-03 -2.97615170e-01\\n-1.34053707e-01 8.45072344e-02 1.67076200e-01 4.05939609e-01\\n3.02087337e-01 1.43080398e-01 -2.26444244e-01 4.20307934e-01\\n9.49407965e-02 -3.22934873e-02 1.62525013e-01 6.52309537e-01\\n3.02122772e-01 -7.98991024e-02 -8.19858834e-02 -8.62564221e-02\\n-2.14111686e-01 -3.20390999e-01 4.27318215e-01 3.90289761e-02\\n-2.88709477e-02 -3.44807297e-01 1.41980901e-01 -1.39483251e-04\\n-1.91043332e-01 -6.84119985e-02 -1.91666037e-02 1.73823237e-01\\n-4.90008861e-01 -2.85763085e-01 7.63083175e-02 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Our customer benefits from many years of successful company history and is one of the strongest players in the retail market and strongly growing in the food service provider business. Today, they have operations in many European countries and have recently extended businesses into the US. The company is now building up an internal engineering team with the goal to increase the speed and agility of innovation. For this, we are searching a highly motivated and experienced leader and expert in the role of: Software Engineer - Fullstack 80-100% (F/M) Software engineering for you is more about a clean codebase, paradigms and algorithms than languages, frameworks or platforms. You have chosen your favorite stack, but you are able to get stuff done in any environment you need to and with every change you leave the codebase better off than before. You will be one of the first members of a new software engineering team and will work on many different projects and touch many different systems: from the apps backend (REST webservices) to the demand forecasting service and the cash register. Your key Responsibilities Create new and work on existing systems across a wide range of projects (e.g. a clean and elegant API layer spanning across all legacy systems, backend APIs consumed by the web and mobile apps, production tooling for the machine learning models etc.) Improve and maintain the production environment, for example by adding monitoring and alerting (DevOps) Work closely together with the frontend engineering and data science teams your personality Software development experience in a general-purpose programming language BSc degree in Computer Science, similar technical field of study or equivalent practical experience Ability to quickly get up to speed in any programming language or system if needed Ability to tackle problems outside your comfort zone Excellent spoken and written communication skills in English additional Desirable skills and experiences Experience in any of the following programming languages: Java, C/C++, C#, Python, JavaScript, Rust or Go Experience working with one or more from the following: web application development, Unix/Linux environments, distributed and parallel systems, service oriented architectures, REST APIs, developing large software systems Experience working in teams following an agile software development methodology Basic knowledge of German 9 out of 12 points on “The Joel Test” (https://www.joelonsoftware.com/2000/08/09/the-joel-test-12-steps-to-better-code/) your perspectives This will be one of the few opportunities to play a major role in a key initiative in a large international organization, right from the beginning! You will be a key player to build products for a customer base of more than 5 million people across 5 countries. You will have access to resources of a big corporate but get the freedom of working in an uncomplicated environment. The company does fully support flexible working models e.g. home office, if you wish to benefit from this. Finally, personal development will be supported to develop required skills - and an attractive compensation package, reflecting the importance of this role, will be offered.',\n", + " 'soft_skills': '[\"Innovation\", \"Operations\", \"Written Communication\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Web Applications\", \"Codebase\", \"Accessioning\", \"Agility\", \"KM Programming Language\", \"Computer Science\", \"Consumables\", \"Service-Oriented Architecture\", \"Mobile App\", \"Cash Register\", \"Software Systems\", \"Component Object Model (COM)\", \"M (Programming Language)\", \"Layering\", \"Maintainability\", \"E (Programming Language)\", \"Python (Programming Language)\", \"Linux\", \"Software Engineering\", \"Machine Learning Methods\", \"Agile Software Development\", \"Data Science\", \"C (Programming Language)\", \"Library For WWW In Perl\", \"AD Model Builder (ADMB)\", \"International Organizations\", \"C# (Programming Language)\", \"Personalization\", \"JavaScript (Programming Language)\", \"Software Development Methodologies\", \"Demand Forecasting\", \"Finalization\", \"Reflectivity\", \"Service Provider\", \"Software Development\", \"Distributed Computing Environment\", \"Language Experience Approach\", \"Algorithms\", \"Additives\", \"Rust (Programming Language)\", \"Resourcing\", \"Personality Development\", \"Food Services\", \"Java (Programming Language)\", \"Unix\", \"Application Programming Interface (API)\", \"Web Application Development\", \"Custom Backend\", \"DevOps\", \"RESTful API\"]',\n", + " 'languages': \"['English', 'Punjabi']\"},\n", + " {'company_id': '82',\n", + " 'job_title': '.net architect (application engineer)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Staffing & Outsourcing',\n", + " 'website': 'www.nicollcurtin.com',\n", + " 'jobdescription_embedded': '[[-2.77217567e-01 2.89839715e-01 5.29598236e-01 -6.21583387e-02\\n3.98836106e-01 -2.10048586e-01 -5.37508726e-02 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7.96795413e-02\\n2.51578927e-01 -1.80527419e-02 -2.61691600e-01 -2.57143795e-01\\n-3.74999255e-01 -3.46408308e-01 7.12673292e-02 -1.27944008e-01\\n1.93469241e-01 -4.29118484e-01 -5.97622618e-02 -7.79252797e-02\\n-1.65972903e-01 -3.37188184e-01 -4.81122322e-02 -2.61205453e-02]]',\n", + " 'job_description': 'Location: Zurich – Switzerland Job type: Permanent Salary range: up to 150.000 CHF (depends on your expertise) One of our Zurich based Swiss clients is currently seeking a .NET Architect who will be part of a team of .NET, SharePoint and web application developers responsible for a portfolio of applications in various life-cycle phases from inception to decommissioning. Responsibilities: You will architect, design and deliver new solutions in close collaboration with the internal customer and the relevant IT business domains as well as maintain and improve established applications running on different cloud platforms. Your main tasks will be to: Interact with customers from all domains within the company Define and review the architecture of new solutions Lead small to medium-sized projects, sometimes several in parallel Collaborate with internal and third-party resources on the business and technical side Support customers with business analysis, producing requirements and design artefacts Deliver software development projects on time, within budget and in high quality Deploy solutions to various environments (Development, Test, Production) Requirements: Experienced in dealing with demanding customers and strict governance Well-versed in the architecture of modern web applications based on Microsoft technology Adapt in agile development frameworks like SCRUM using AzureDevOps (VSTS) Extensive cloud know-how (ideally Azure) for Continuous Integration/Deployment (CI/CD) Skilled in web technologies like HTML, CSS, JavaScript/TypeScript and frameworks (Angular 7) Experienced in server-side services in .NET using Visual Studio, including newest .NET Core Adapt database design skills and implementations on MS SQL Practical knowledge in front-end design, data visualisation and workflow processes Fluent in English, written and spoken Good to have: Experience with SharePoint 2013/2016 apps development as well as platform improvements are an advantage German language For more information on this .NET Architect PERMANENT job in Zurich, please send your CV to mark.csepe@nicollcurtin.com or alternatively, you can call me on +41 44 578 5327. Please note that while we are grateful for all job applications, only the most suitable will be contacted. Thank you very much for your interest.',\n", + " 'soft_skills': '[\"Collaboration\", \"Written English\", \"Governance\", \"Adaptability\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Integrated Development Environments\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Life Cycle Assessment\", \"Continuous Integration\", \"Customer Support Analyst\", \"TypeScript\", \"Alternators\", \"Component Object Model (COM)\", \"Maintainability\", \"Scrum (Software Development)\", \"Idealization\", \"Cloud Platform System\", \"HyperText Markup Language (HTML)\", \"Server-Side\", \"Database Design\", \"Microsoft Visual Studio\", \"Product Testing\", \"Budgeting\", \"Front End Design\", \"JavaScript (Programming Language)\", \"Business Analysis\", \"Angular (Web Framework)\", \"Front End (Software Engineering)\", \"Software Development\", \"Resourcing\", \"Scaled Agile Framework\", \"Customer Demand Planning\", \"Workflows\", \"ASP.NET Core\", \"SQL (Programming Language)\", \"Product Requirements\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data engineer (m/w)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.87018558e-01 2.62790650e-01 4.84370828e-01 5.65015674e-02\\n4.95228618e-01 -7.14628771e-02 -4.45722900e-02 2.29910731e-01\\n3.16278683e-03 -4.67078447e-01 2.34412067e-02 -1.45032898e-01\\n-7.85728022e-02 2.29453482e-02 1.49031103e-01 4.50796783e-01\\n4.03130531e-01 5.81657663e-02 -2.45680995e-02 3.79181862e-01\\n9.08872485e-02 -7.18505532e-02 -1.73262674e-02 7.14751184e-01\\n5.00305176e-01 -8.50291401e-02 -1.74031422e-01 8.46053958e-02\\n-2.11665243e-01 -2.65711218e-01 4.89607513e-01 5.26698455e-02\\n-1.78832307e-01 -3.12509269e-01 1.42940804e-01 1.09932616e-01\\n-3.53809625e-01 1.09138444e-01 -1.12645671e-01 1.79193407e-01\\n-4.79448378e-01 -1.52716696e-01 -5.24639077e-02 -1.78945847e-02\\n-4.63240176e-01 -3.82047862e-01 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data to really understand what it means Continuously enhance our growing suite of tools and platforms that our data scientists are depending upon Be a key resource with how we will extend our technical infrastructure to incorporate cloud technologies Work very closely with the data science team, business users and fellow technology colleagues on a daily basis. Ideal candidates will be involved in designing and building the infra for a new analytics platform which is then to be used to monitor and optimize the consumption of balance sheet capacity, capital, liquidity and funding and manage the risk exposure of the consolidated balance sheet Your profile: Degree in Computer Science or Financial Engineering Strong knowledge of Python with an additional working knowledge of Java being a distinct advantage Practical knowledge of how to implement CI/CD pipelines with TeamCity, Jenkins, Bamboo etc Good analytical skills and mathematical fluency (e.g. a growing interested in R, Scala, NoSQL, Spark etc.) Good understanding of data storage, cloud computing, interfaces, visualization and streaming data Entrepreneur at heart who is continuously looking for ways to improve and enhance the systems around you Highly numerate with logical analytical thought process and attention to details Reliable when working independently, with sound judgment for when to escalate issues Critical thinker who communicates clearly and enjoys the challenges of a fast-paced environment Committed team player with good interpersonal skills, enthusiasm and output vision Someone who actively keeps up-to-date with technology Keen to work with both structured and unstructured data - we have lots of it Benötigte Skills Python Python JAVA R Scala NoSQL',\n", + " 'soft_skills': '[\"Analytical Skills\", \"Decisiveness\", \"Infrastructure\", \"Management\", \"Communications\", \"Enthusiasm\", \"Reliability\"]',\n", + " 'hard_skills': '[\"Python Server Pages\", \"Tooling\", \"NoSQL\", \"Jenkins\", \"Capitalization\", \"Balance Sheet\", \"Computer Science\", \"Analytics\", \"Data Streaming\", \"Atlassian Bamboo\", \"Visualization\", \"Scala (Programming Language)\", \"Activism\", \"Optical Data Storage\", \"Python (Programming Language)\", \"Financial Engineering\", \"E (Programming Language)\", \"Cloud Storage\", \"Pipelining\", \"Unstructured Data\", \"Data Science\", \"Consolidation\", \"Storages\", \"R (Programming Language)\", \"Teamcity\", \"Resourcing\", \"Liquidation\", \"Additives\", \"Java (Programming Language)\", \"Cloud Computing\", \"Cloud Technologies\"]',\n", + " 'languages': \"['English', 'Hiri Motu', 'Occitan']\"},\n", + " {'company_id': '75',\n", + " 'job_title': '.net software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.26071709e-01 3.50536972e-01 4.43049341e-01 -6.00995608e-02\\n4.40838099e-01 -9.09960791e-02 1.41270429e-01 1.64904892e-01\\n3.09199281e-03 -2.91167289e-01 -1.74425870e-01 -1.50007039e-01\\n-6.64450135e-03 -3.99732552e-02 1.27556086e-01 3.85261118e-01\\n4.12829012e-01 1.66202988e-02 -1.39825940e-01 2.48754621e-01\\n5.91092631e-02 2.56466754e-02 1.96477082e-02 5.81444383e-01\\n4.18029547e-01 -8.38148594e-03 -3.52266915e-02 1.67149976e-01\\n-2.17727140e-01 -3.39448303e-01 3.57129723e-01 -9.37960446e-02\\n-1.82485044e-01 -2.12177798e-01 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changes, from design and development to testing, and last but not least for the support. This position includes not only software development, but also analysis of the requirements and specification design. In more detail your area of duties will be: Software Design and Development (In cooperation with the Business Experts): - Studying information needs, system flows, data usage and work processes - Investigating problem areas - Producing the required documentation (screen layout, business rules and other documentation) - Developing software solutions - Solutions Testing, Installation and Support: - Defining and executing unit and regression tests, as well as user support during acceptance tests - Preparing the installation of the solutions - Producing the required documentation - Providing second level support Operations Improvements: - Conducting systems analysis and recommending changes About you: As a Software Engineer you have at least four years experience in designing and developing software solutions, bringing along the following experience/profile: - Proficiency in .NET programming (C#), Web development (Angular, TypeScript, Web Services, WebAPI), databases (SQL Server, TRANSACT-SQL, Oracle), data modeling, and performance tuning of both .NET and T-SQL code ) - Strong analytical and problem solving skills - Excellent communication and language skills in English (proficient verbal and in writing), as you will interact with the IT and the Business community on a daily basis (as well as German) - High motivation and capable of working in a challenging international environment in across location teams - Ability to work effectively both within a team and also independently - Driven towards finding solutions and being responsive - Experience in the insurance or reinsurance business is a plus - A university degree or equivalent (e.g. Fachhochschule) in Computer Science Benötigte Skills Versicherung Englisch Konzeptionell / Analytisch .NET C# Angular SQL Server Transact-SQL Oracle Support Test Softwarearchitektur',\n", + " 'soft_skills': '[\"Writing\", \"Cooperation\", \"Investigation\", \"Problem Solving\", \"Communications\"]',\n", + " 'hard_skills': '[\"Operations Support Systems\", \"Programming (Music)\", \"Interactivity\", \"Computer Science\", \"Analytics\", \"Data Modeling\", \"Regression Testing\", \"Solution Deployment Descriptor\", \"TypeScript\", \"SQL (Programming Language)\", \"Installation\", \"E (Programming Language)\", \"Design Specifications\", \"Levelling\", \"Web Development\", \"Executable\", \"Reinsurance\", \"Software Engineering\", \"Transact-SQL\", \"Web Services\", \"C# (Programming Language)\", \"Acceptance Test Procedures\", \"Installation Testing\", \"Software Design\", \"Angular (Web Framework)\", \"Performance Tuning\", \"Software Development\", \"Business Communication\", \"Data Flow Diagram\", \"Systems Analysis\", \"Microsoft SQL Servers\", \"Data-Flow Analysis\"]',\n", + " 'languages': \"['English', 'Chuang', 'Latin', 'Arabic']\"},\n", + " {'company_id': '27',\n", + " 'job_title': 'junior software engineer medco for the department of information systems',\n", + " 'location': 'Lausanne',\n", + " 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Through its collaboration with the Faculty of Biology and Medicine of the University of Lausanne and the EPFL, CHUV plays a leading role in the areas of medical care, medical research and training. The mission of the Data Science group, wich part of CHUV Department of Information Systems, is to foster the adoption and use of data science and innovative tools in medical informatics within the hospital to significantly improve biomedical research and hospital key processes. To achieve this ambitious goal, one of the core tasks of the group is to develop the necessary IT infrastructure for providing physicians and scientists with the means to smoothly access and use, for their clinical research projects, the massive volume of clinical data that every day is generated within the hospital. Our current and future challenges lie at the intersection of big data, medical informatics, data protection and artifical intelligence. To address these challenges and push the bar furhter, a part of the Data Science Group is specifically focused on projects in Medical Informatics that will explore innovative Tools and technologies for implementing new prototype applications that could potentially be deployed in operational settings. As a Junior Software Engineer within our Data Science team, you will be responsible for : Defining technical and functional specification for new medical informatics applications based on end-users (scientists, physicians and IT experts) requirements and latest technological advances from the research academic community Developing and documenting robust and mature proofs of concept and prototypes of these applications and help in the transition to production environments within the team. In your past experiences, you have shown a proven track record of crafting innovative and elegant software solutions and the capacity to fully document the solutions you have developed. Your are passionate about technology and excited about working in the medical field. Requirements This position requires a university degree in Computer Science or Medical Informatics or equivalent discipline with : Proficiency in at least one object-oriented design development and data-driven development language (JAVA is highly preferable, Go is a plus) Excellent understanding of data structures and algorithms Ability to implement robust prototypes almost ready for deployment in production settings Experience with RESTful JSON APIs and design of micro-services and Web services Experience with relational database management systems and SQL Experience with front-end Framework such as VueJS, WebSockets ans HTML/CSS Experience with DevOps Tools for software deployment and automation using containerization frameworks such as Docker (Kubernetes and Docker Swarm are a plus) Experience with Agile software development as a team and version control (OAuth, OpenID connect, etc.) Oral and written proficiency in French is required to help you interact with end-users and peers on a daily basis. Benefits If you become an employee at the Centre Hospitalier Universitaire Vaudois, we will offer you the following : High social benefits Three days of training per year 25 working days of vacation per year Very good restaurants with preferential rates. ',\n", + " 'soft_skills': '[\"Research\", \"Collaboration\", \"Hospitality\", \"Operations\", \"Innovation\", \"Socialization\"]',\n", + " 'hard_skills': '[\"Automation\", \"Kubernetes\", \"Tooling\", \"Accessioning\", \"Model-Driven Development\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Computer Science\", \"Informatics\", \"Relational Database Management Systems\", \"MASSIVE (Software)\", \"Prototype (Manufacturing)\", \"OAuth\", \"IT Infrastructure\", \"Version Control\", \"DevOps\", \"Prototyping\", \"Docker Swarm\", \"Track (Rail Transport)\", \"Medic\", \"HyperText Markup Language (HTML)\", \"Containerization\", \"Functional Specification\", \"Software Engineering\", \"Agile Software Development\", \"Data Science\", \"Web Services\", \"Docker (Software)\", \"Biology\", \"Management Systems\", \"Clinical Research\", \"Object-Oriented Design\", \"Big Data\", \"Community Development\", \"Clinical Data Warehouse\", \"Data Structures\", \"Front End (Software Engineering)\", \"Relational Databases\", \"Software Development\", \"Algorithms\", \"Medical Research\", \"OpenID\", \"JSON\", \"Database Management Systems\", \"AN/PRC-148 Multiband Inter/Intra Team Radio (MBITR)\", \"SQL (Programming Language)\", \"Software Deployment\", \"Adoptions\", \"Information Systems\", \"Java Scripting Languages\"]',\n", + " 'languages': \"['English', 'Nauru']\"},\n", + " {'company_id': '4',\n", + " 'job_title': 'programmer/ data science support (m/f) - 80%',\n", + " 'location': 'Basel',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.69559181e-01 2.61045039e-01 5.42519391e-01 -5.19233719e-02\\n5.73635876e-01 -1.75223008e-01 1.42872229e-01 5.47711968e-01\\n-1.49483308e-01 -3.14195931e-01 -9.71150696e-02 -2.80745804e-01\\n-5.10975625e-03 1.65138632e-01 7.38712028e-02 3.29974532e-01\\n2.57073194e-01 1.21915787e-01 -2.08528116e-01 3.22041720e-01\\n1.70315459e-01 -5.16750924e-02 2.15614945e-01 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-3.43547970e-01 -9.17008612e-03 -1.23789934e-02]]',\n", + " 'job_description': \"For our client we are currently looking for aYour challenges•Use of programming experience to establish tailor-made software solutions based on different programming languages•Support for operational requirements of specific parts of the business, like troubleshooting and system migration•Responsible for system administration activities•Create all important documentation•Track, Troubleshoot and resolve system related problems•Apply and write suitable testing procedures and scriptsYour skills•Experience in at least one of these programming languages (HTML, CSS, JavaScript, Python, .NET, MS Office)•Background in Frameworks/Applications as React, VS code, Git, Svelte•Excellent communication skills•Experience in dynamic environment•Fluent spoken and written EnglishYour horizonsWe offer you a nice challenge at one of the world's leading companies. Spring Professional provides one of the most comprehensive benefits package in the industry to contract employees! Don't miss it! Next to a fix salary you will gain from nice fringe benefits offered by our client.About Spring ProfessionalAdvance your career, find a job that you love or discover a new opportunity for professional growth – we believe in these goals and work every day to help you achieve them. Spring Professional is a subsidiary of The Adecco Group specialising in temporary and permanent placement of qualified professionals.Find out what we can do for you. Apply for this job, or for one of over 500 other vacancies at SpringProfessional.chYour contactInformation Technology A406, looks forward to answer your questions by phone +41 58 233 4580.You can apply directly online.Please mention reference JN -112019-297967 in your application.JN -112019-297967\",\n", + " 'soft_skills': '[\"Writing\", \"Professionalism\", \"Communications\", \"Operations\", \"Troubleshooting (Problem Solving)\"]',\n", + " 'hard_skills': '[\"System Administration\", \"Nice (Unix Utility)\", \"KM Programming Language\", \"Programming (Music)\", \"Project-Based Solutions\", \"Python (Programming Language)\", \"Git Flow\", \"Cascading Style Sheets (CSS)\", \"Financial Information eXchange (FIX) Protocol\", \"JavaScript (Programming Language)\", \"HyperText Markup Language (HTML)\", \"Web Application Frameworks\", \"Industrialization\", \"React.js\"]',\n", + " 'languages': \"['English', 'Welsh', 'Flemish', 'Sango']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 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This role is permanent position based in Aargau Canton. Your role: Concept, design & develop multitasking real-time / embedded software with C ++ 11 under QNX. Help shape the architecture, specification & implementation of embedded software for a future generations of Laser Tracker systems. Design & implementation unit & system tests. Create development & troubleshooting tools. Collaborate in agile SW development process with various interdisciplinary teams & cooperate closely also with application testers. Your Skills: Strong knowledge in the development of embedded software with C ++ in real-time applications. Experienced with modern real-time operating systems (QNX, RT Linux etc.). Ideally experienced in planning & implementing software tests (unit, integration & system tests). Knowledge of current design methods (design patterns, UML, TDD, etc.) is desirable. Skills & experience in Python is considered advantageous. Your Profile: Completed University Degree in Electrical Engineering or Computer Science. Dynamic, up for big challenges & comfortable in high-tech environments. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format to sem@helvetica-partners.com You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " 'soft_skills': '[\"Positivity\", \"Cooperation\", \"Planning\", \"Multitasking\", \"Integration\", \"Troubleshooting (Problem Solving)\"]',\n", + " 'hard_skills': '[\"Real Time Data\", \"Test-Driven Development (TDD)\", \"Agility\", \"Real-Time Application Interface (RTAI)\", \"Unit Testing\", \"Computer Science\", \"UML Tool\", \"Collaboration Tools\", \"Distributed Design Patterns\", \"Embedded C++\", \"QNX (Software)\", \"Web Design Concepts\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Linux\", \"High Tech Manufacturing\", \"Idealization\", \"Software Engineering\", \"Operating Systems\", \"Design Methods\", \"C (Programming Language)\", \"Electrical Engineering\", \"Laser Tracker\", \"Receivables\", \"Systems Design\", \"Software Testing\", \"Embedded Software\", \"Real-Time Operating Systems\", \"System Testing\", \"Process Driven Development\"]',\n", + " 'languages': \"['English', 'Czech', 'Turkmen', 'Bislama', 'Norwegian']\"},\n", + " {'company_id': '94',\n", + " 'job_title': 'saas & open-data development engineers',\n", + " 'location': 'Rolle',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-8.84736553e-02 2.41919011e-01 6.12432182e-01 1.17697574e-01\\n6.16215467e-01 -6.42231181e-02 -1.31970704e-01 5.38616717e-01\\n-1.32668704e-01 -3.84660423e-01 3.77689451e-02 -3.60987097e-01\\n-6.04589283e-02 2.30093494e-01 1.72765180e-01 4.34548855e-01\\n1.83192998e-01 3.63055579e-02 -1.65740162e-01 2.67881513e-01\\n1.02243528e-01 -4.69515361e-02 3.48026693e-01 7.76968122e-01\\n3.32396507e-01 -1.38146371e-01 -6.98562413e-02 6.62104115e-02\\n-2.60016054e-01 -8.67173597e-02 4.17284906e-01 1.27730161e-01\\n-3.32209557e-01 -4.02919441e-01 1.16316535e-01 5.55696450e-02\\n-2.37498611e-01 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You have been exposed to one or several IAAS & PAAS infrastructures such as AWS, GE-Digital Predix, IBM-BlueMix/Watson, VMware... You are experienced in finding and structuring and collecting different data streams (weather, finance, industrial signals, social events). You strongly believe automated machine learning and artificial intelligence coupled with big data can change the game in many industrial sectors. You worked open-data correlations with industrial signals, weather, events, calendar, financial markets, economic indicators. You applied it to real use case in operations and markets, for energy, utilities, industry, retail, transport or freight sectors. You cooperate with leading partners like GE - Digital, IBM-Analytics, Cisco-IOT with Industry leader customers in EU & US & Asia, like Arcelor, EDF, ALPIQ, ELIOR, METRO... Predictive Layer will bring you a unique opportunity to develop, deploy, or operate leading-edge predictive services for different customers worldwide, on different markets: Energy, Industry, retail, Catering, Transport and many more... At Predictive Layer, We cultivate a team-based environment where we strive for personal growth and a substantial contribution from all our team members. If you desire a career where you can drive innovation while working in an dynamic environment where innovative thinking, creativity and motivation are recognized and rewarded, then come and join us! Back to opportunities Send us your resume - Let's meet! careers@predictivelayer.com Position reference: #2017-OOE-003\",\n", + " 'soft_skills': '[\"Cooperation\", \"Infrastructure\", \"Operations\", \"Creative Thinking\", \"Innovation\", \"Socialization\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Automation\", \"Collections\", \"Analytics\", \"Data Streaming\", \"Prediction\", \"Industrialization\", \"IBM Bluemix\", \"Energy Market\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Component Object Model (COM)\", \"Layering\", \"Weathering\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Cloud Operations\", \"Predix\", \"Financial Market\", \"Machine Learning Methods\", \"Finance\", \"Digitization\", \"Personalization\", \"Cisco Networking\", \"Location-Based Services\", \"Artificial Intelligence\", \"Big Data\", \"Coupling\", \"Operations Management\", \"Economic Indicators\", \"Cultivator\"]',\n", + " 'languages': \"['English', 'Pushto', 'Venda', 'Northern Sami']\"},\n", + " {'company_id': '17',\n", + " 'job_title': 'data science manager f/m switzerland',\n", + " 'location': 'Switzerland',\n", + " 'industry': 'Consulting',\n", + " 'website': 'www.axxiome.com',\n", + " 'jobdescription_embedded': '[[-2.45921910e-01 3.64944696e-01 5.66830039e-01 -4.42552194e-03\\n6.07137740e-01 -3.58532816e-02 -7.13070855e-04 2.29102582e-01\\n-8.79856385e-03 -4.23271626e-01 -1.12019163e-02 -2.79152483e-01\\n1.17464408e-01 1.81373224e-01 2.31768861e-02 4.22521472e-01\\n2.09838718e-01 3.76365110e-02 -1.79761857e-01 4.03860956e-01\\n2.34120376e-02 -1.44892216e-01 2.07821861e-01 7.00868130e-01\\n4.20755804e-01 -2.49336548e-02 -4.27808836e-02 -4.32553031e-02\\n-2.81308353e-01 -2.11954385e-01 5.24052203e-01 2.60045230e-02\\n-1.87911510e-01 -2.90406376e-01 1.07913442e-01 3.05315405e-02\\n-2.64642119e-01 -9.09706503e-02 -1.89330533e-01 1.44601107e-01\\n-4.73985076e-01 -1.82331115e-01 -1.06650069e-02 -2.91811861e-03\\n-3.76790941e-01 -5.17107308e-01 -1.25920102e-01 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Axxiome is a name synonymous with quality and value for financial services organizations that are looking to improve or build upon their IT operations. With offices and subsidiaries in many countries across 4 continents, Axxiome excels in transforming legacy banking and insurance platforms to modern solutions and is considered a leader in implementation and integration of digitization initiatives across the globe. In Cooperation with the Business Engineering Institute St.Gallen AG (BEI AG) we are building up a Data Science team for financial services. Innovation based on science and projects will lead us to success. BEI AG is the leading company for turning knowledge gained from research and science into practice-oriented consulting and innovative solutions. Join our team as DATA SCIENCE MANAGER F/M SWITZERLAND JOB DESCRIPTION As Data Science Manager you will manage a team of 3-5 highly educated and experienced data science analysts and developers, collaborate with the BEI AG and be responsible with your team for innovation and accurate data collection, processing, modelling and analysis to drive business. Lead data science projects end to end and coordinate functional teams/developers of 3-5 employees Mine, analyze customer data to drive optimization and improvement of products, marketing techniques and business strategy with your team Develop/use predictive statistics behavioral or other models by machine learning and/or traditional statist. modeling techniques to increase and optimize customer experience and revenue generation Develop data models, algorithms, tools and methods Applied knowledge of the configuration options of modules within or across packages to functional solutions using detailed knowledge of package capabilities to meet business requirements Create showcases how BI data can help to facilitate and drive business decisions focused on Financial Services Industries Connect findings to business initiatives and approach customer at various management levels to create opportunities REQUIREMENTS Master’s degree in engineering, computer science, physics, math or economics Familiar with the principles of modelling 5 years of experience Project Management SQL database management and maintenance skills Several years developing sustainable customer relations Fluent in German and English ADDITIONAL AS A PLUS Machine Learning, AI Python; R and/or SPSS knowledge or equivalent tools WE OFFER Unleash your potential in an international company with flat hierarchies. Enjoy a maximum of personal freedom. A structured onboarding process ensure that our new hires get familiar with Axxiome, receive right tools and feel seen and accountable. An attractive salary model with performance-based bonuses, a generous home office regulation, a company car for private use and other benefits of a modern consulting company round off our offer to you. As a top performer, you also participate directly in the company’s success through an investment model. To ensure that your knowledge is always “state-of-the-art”, you regularly take part in internal and external training courses. An intensive training and a regular coaching enable you to reach your personal goals. YOUR APPLICATION Please apply online with your complete set of documents, including your desired salary and your possible starting date at recruiting.dach@axxiome.com. For any questions please don’t hesitate to contact Hardy Schwarzer, Recruiting Manager Europe at Axxiome (hardy.schwarzer@axxiome.com, +49 151 27 655 588).',\n", + " 'soft_skills': '[\"Research\", \"Cooperation\", \"Collaboration\", \"Coordinating\", \"Decisiveness\", \"Management\", \"Accountability\", \"Operations\", \"Integration\", \"Innovation\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Computer Science\", \"Statistics\", \"Prediction\", \"Technological Change\", \"Business Strategies\", \"Financial Services\", \"Sustainable Development\", \"Service Level Management\", \"Onboarding\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"M (Programming Language)\", \"Customer Data Integration\", \"Performance Based Contracting\", \"Process Modeling\", \"Statistical Modeling\", \"SQL Plan Management\", \"Investments\", \"Machine Learning Methods\", \"Data Science\", \"Business Requirements\", \"Logical Data Models\", \"Digitization\", \"R (Programming Language)\", \"Personalization\", \"Physics\", \"Receivables\", \"Service Innovation\", \"Modulation\", \"Economics\", \"Product Marketing\", \"Banking\", \"Project Management\", \"Algorithms\", \"Customer Experience\", \"Service Industries\", \"Additives\", \"Data Collection\", \"Job Descriptions\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"New Hire Orientations\"]',\n", + " 'languages': \"['English', 'Chinese', 'Xhosa']\"},\n", + " {'company_id': '105',\n", + " 'job_title': 'frontend engineer (m/f)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Internet',\n", + " 'website': 'www.smallpdf.com',\n", + " 'jobdescription_embedded': '[[-4.26356867e-02 2.17359364e-01 5.42060494e-01 -5.14482819e-02\\n4.81459022e-01 -2.47155696e-01 7.70751685e-02 3.83561611e-01\\n-7.61580393e-02 -4.18908447e-01 -1.47926528e-02 -3.62792462e-01\\n-9.29435715e-02 1.75257578e-01 5.87201007e-02 3.43884677e-01\\n2.85040706e-01 1.12520024e-01 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The 5-year-old company is one of the most recognized and awarded startups in Switzerland and has the ambition to simplify the life of its customers. As a senior team full of passion for design, engineering, and business we create remarkable user experiences. Join our cross-functional team and have a direct impact on how over 20 million users worldwide work with documents. Our team enjoys open-source, adopting the latest technologies and solving tricky frontend challenges to create outstanding user interfaces. As a Frontend Engineer at Smallpdf, you will work closely with the team to improve and extend our product. What you will do: Team up with our designers and developers to create great user experiences and reliable interfaces Work closely with our team to tie the front-end to our back-end infrastructure Implement new features and improve existing ones We use the latest technologies, including: ES6 Webpack React Redux Redux-Saga Check our stack via https://stackshare.io/smallpdf/frontend Requirements 3+ years of experience in developing web-based user interfaces Outstanding skills in Javascript (including some knowledge in Node.js) An obsession for interactions, animations, and visual details CSS, TDD, Git and Linux experience Experience with React is a plus Can excel independently and have a sense of ownership for your own work Fluent English Based in Zurich or willing to relocate Swiss or EU passport holder (or other permits that allow you to work in Switzerland) Benefits The chance to personally impact a successful & rapidly growing startup Opportunity to solve tricky frontend challenges using modern technologies Work in small teams that have direct impact on tools that are used by million of users Become part of a highly motivated and international team that pushes boundaries Fun company events, such as snowshoe hikes in the Swiss Alps, wake-surfing on lake Zurich, after work BBQs and more! Free German language course Regular Hack Days to challenge yourself Nice rooftop office in central Zurich If you like the job apply here please: https://apply.workable.com/smallpdf/j/62E4A9510C/apply/ By sending your application you allow Smallpdf to handle and store your data.',\n", + " 'soft_skills': '[\"Infrastructure\", \"Reliability\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Test-Driven Development (TDD)\", \"Nice (Unix Utility)\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Visualization\", \"Component Object Model (COM)\", \"Node.js\", \"Linux\", \"Web Development\", \"React.js\", \"Open Source Technology\", \"IText (Free PDF Software)\", \"React Redux\", \"Webpack\", \"Animations\", \"Personalization\", \"JavaScript (Programming Language)\", \"Cross-Functional Team Leadership\", \"Civil Engineering Design\", \"Front End (Software Engineering)\", \"Back End (Software Engineering)\", \"Language Experience Approach\", \"Git Flow\", \"User Experience\", \"User Interface\", \"Adoptions\"]',\n", + " 'languages': \"['English', 'Yoruba', 'Fijian', 'Dhivehi', 'Kanuri']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'c#/c++/python software engineer (machine learning)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.93112397e-01 2.76993454e-01 4.92223561e-01 3.42632048e-02\\n6.42038167e-01 -1.70579538e-01 -2.11510528e-03 2.95063674e-01\\n-2.16714665e-01 -2.27882534e-01 -7.26365969e-02 -3.20287079e-01\\n-8.75073522e-02 7.78775811e-02 2.31837690e-01 4.20437485e-01\\n3.01373005e-01 7.33160451e-02 -1.56790912e-01 3.89016151e-01\\n2.72461325e-01 -4.19317819e-02 -3.10068931e-02 5.45357883e-01\\n4.30955380e-01 3.95432375e-02 -8.26435909e-02 1.65666237e-01\\n-3.70938003e-01 -1.67808726e-01 3.43073279e-01 -3.96495033e-03\\n-3.50094698e-02 -1.72537968e-01 8.43503997e-02 7.26385117e-02\\n-2.61139423e-01 8.37660655e-02 2.17419863e-02 2.62432903e-01\\n-2.41624251e-01 -2.63716340e-01 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batch analysis • Knowledge of image processing, computer vision & geometric analysis • Data mining and statistical modeling background • Experience automated model training • Strategic data analysis and research: statistical tests, propagation of error, Identifying clusters and outliers • Building training/testing and validating datasets • SQL/ NO-SQL, C#, Python, C++ • Knowledge of agile development principles and experience in project methodologies. • MS or BSc in Software Engineering or equivalent experience. • Good team player and ambition to actively form a great company. • Azure or comparable cloud platform experience and large scaling web applications is a plus. • Fluent in English and German. • Understanding of CNC Manufacturing/CAD is a plus Benötigte Skills SQL NoSQL C# .NET Python Python C++ CAD',\n", + " 'soft_skills': '[\"Research\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Automation\", \"Python Server Pages\", \"Tooling\", \"NoSQL\", \"Propagator\", \"Computer Numerical Control (CNC)\", \"C++ (Programming Language)\", \"Activism\", \"Computer Vision\", \"Python (Programming Language)\", \"Cloud Platform System\", \"Dataset\", \"Iterators\", \"Statistical Modeling\", \"Pipelining\", \"Software Engineering\", \"Physician Data Query\", \"Image Processing\", \"Data Science\", \"Indexing\", \"Data Wrangling\", \"C# (Programming Language)\", \"Outliers\", \"Electronic Data Processing\", \"Agile Product Development\", \"Java Data Mining\", \"Validations\", \"Statistical Hypothesis Testing\", \"Parsing\", \"SQL (Programming Language)\", \"Data Analysis\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data preparation expert',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-8.08659196e-02 3.70688587e-01 5.38214862e-01 5.78740872e-02\\n5.34247518e-01 -1.54058203e-01 8.74300972e-02 2.45906383e-01\\n-3.23704742e-02 -2.45659471e-01 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Excellent German and English language skills - Thinks big, gets things done, has fun and loves working with a high impact team! Preferred Qualifications: - Affinity to E-Commerce, data processing technology and enterprise software - Experience in ETL software, data transformation pipelines and data warehousing Benötigte Skills Konzeptionell / Analytisch Bash Python Python R Englisch ETL E-commerce',\n", + " 'soft_skills': '[\"Collaboration\", \"Quality Assurance\", \"Sales\"]',\n", + " 'hard_skills': '[\"Automation\", \"Python Server Pages\", \"Enterprise Application Software\", \"Data Management\", \"Data Warehousing\", \"Post Processing\", \"Python (Programming Language)\", \"Customer Data Integration\", \"Data Transformation\", \"Extract Transform Load (ETL)\", \"Pipelining\", \"E-Commerce\", \"Office Management Software\", \"R (Programming Language)\", \"Bash (Scripting Language)\", \"Electronic Data Processing\", \"Independent Analyst Platform\", \"Adapter Scripting Language\", \"Suspicious Activity Report\", \"Amazon Data Pipeline\", \"Customer Requirements Analysis\"]',\n", + " 'languages': \"['English', 'Ido', 'French', 'Sundanese', 'Bosnian']\"},\n", + " {'company_id': '116',\n", + " 'job_title': 'full-stack software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.36740351e-01 2.88936019e-01 5.10208249e-01 1.44284032e-03\\n4.70957875e-01 -1.39022276e-01 -1.09604280e-02 3.85283589e-01\\n1.17760301e-02 -5.42707086e-01 -4.41441610e-02 -3.45162809e-01\\n-8.51533040e-02 2.01667964e-01 3.61580178e-02 3.31683517e-01\\n4.37809408e-01 1.28416851e-01 -1.27002075e-01 3.50799769e-01\\n6.54001236e-02 -1.88190579e-01 -9.09784250e-03 8.65439653e-01\\n3.71540129e-01 -5.91914617e-02 -1.10496208e-01 1.71588995e-02\\n-2.15263575e-01 -2.40220428e-01 4.33525562e-01 4.29515615e-02\\n-1.70200810e-01 -4.19960916e-01 6.11342639e-02 4.35761586e-02\\n-2.11427405e-01 6.67328984e-02 -8.47061947e-02 6.20165132e-02\\n-4.99509603e-01 -2.04048812e-01 7.12506548e-02 -9.74359959e-02\\n-1.90708697e-01 -3.25748801e-01 9.18297321e-02 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Our company offers the full life-cycle of products development: ideation, design & prototyping, validation, scaling and maintenance. Responsibilities Build lean, scalable and secure applications based on modern technology stacks and well defined architecture. You write high quality, testable and efficient code by using best software development practices and state-of-the-art technologies. Represent the software development team, lead engineering initiatives, and provide feedback in planning and product channels. Partner with product, design, marketing, and branding to ensure projects are well-defined and successfully executed. Work closely with product managers, designers, QA and their leaders to ensure a cohesive user experience across all products. Assist in shaping the workflows of product development taking into consideration frontend and backend principles. Requirements Passionate about digital products delivering high quality secure applications. Eager to learn new technologies and doing quick proof of concepts. Ability to think out of the box of the happy path and incorporate the visibility of edge and corner cases into the software development process. Excellent organizational, decision making and communications skills. Comfortable to present to any audience and work with minimum supervision. Experience in the development, testing and deployment of scalable solutions via Docker on cloud infrastructure like AWS or Google Cloud. Proficiency with frontend programming languages such as HTML, CSS, JavaScript. Knowledge of multiple back-end languages (e.g. Python, Java, Scala) and JavaScript frameworks (e.g. React, Angular, Node.js). Familiarity with database technology like MySQL, PostgreSQL, MongoDB or ElasticSearch. Fluent English and German speaker and based in Zürich, Switzerland. What we offer An environment of growth: we thrive to create a safe environment for innovation, experimentation and self-development. We support our culture to improve current and develop new skills. Authenticity and transparency: a drama-free working environment, where you are valued as a contributor and acknowledge as part of the company. We emphasize your involvement at any stage of the development. Culture driven company: the most valuable asset of our company is our team. We spend a lot of hours together in and outside of the office and build strong relationships. Great location: You will work in our modern offices in the heart of Zürich. There will be a need to travel for meetings with customers, conferences, presentations and other activities. We seek individuals that can make the difference. We believe in rewarding success and offer a competitive package, including the possibility to participate in our share option plan. Are you the perfect match for this role? If so, please send your CV to: hr@ssut.ch',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Writing\", \"Presentations\", \"Ideation\", \"Planning\", \"Supervision\", \"Decision Making\", \"Innovation\"]',\n", + " 'hard_skills': '[\"Development Testing\", \"Production Management\", \"MySQL\", \"KM Programming Language\", \"Cascading Style Sheets (CSS)\", \"Life Cycle Assessment\", \"Branding\", \"Staging\", \"Scala (Programming Language)\", \"Authentications\", \"Activism\", \"PostgreSQL\", \"Python (Programming Language)\", \"Node.js\", \"Prototyping\", \"MongoDB\", \"E (Programming Language)\", \"Product Innovation\", \"Experimentation\", \"HyperText Markup Language (HTML)\", \"Executable\", \"Design Management\", \"React.js\", \"Docker (Software)\", \"Product Design\", \"Application Security\", \"Testability\", \"Pathing\", \"JavaScript (Programming Language)\", \"Scalability\", \"Sage SAFE X3\", \"Google Cloud\", \"JavaScript Frameworks\", \"Transparency (Human-Computer Interaction)\", \"Validations\", \"Angular (Web Framework)\", \"Digital Product Management\", \"Back End (Software Engineering)\", \"Software Development\", \"User Experience\", \"Workflows\", \"Custom Backend\", \"Java (Programming Language)\", \"Cloud Infrastructure\", \"Agile Product Development\", \"Elasticsearch\"]',\n", + " 'languages': \"['English', 'Chuang']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data preparation expert',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-8.08659196e-02 3.70688587e-01 5.38214862e-01 5.78740872e-02\\n5.34247518e-01 -1.54058203e-01 8.74300972e-02 2.45906383e-01\\n-3.23704742e-02 -2.45659471e-01 -1.19101405e-01 -2.91236341e-01\\n1.19120695e-01 1.40811652e-01 7.15152472e-02 4.19706047e-01\\n2.71076262e-01 2.84780376e-02 -1.04007386e-01 2.38527924e-01\\n5.16347662e-02 -1.68829143e-01 7.76197854e-03 6.70121253e-01\\n5.75259984e-01 4.97042201e-02 -5.89566454e-02 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Responsibilities: - Lead customer data preparation by using our technology - Perform quality assurance, post-processing and reporting activities on customer data - Manage Proof of Concept (PoC) projects and bring structure and automation to the process - Analyse customer data requirements and ensure successful data delivery - Collaborate with our Sales and R&D teams to further develop our technology Minimum Qualifications: - Minimum of 4 years of experience as project manager, BI analyst, data analyst or data scientist - Proficient with office software (Excel) and scripting languages (Bash, Python, R) - Experience in managing data projects and reporting complex relationships in data - Excellent German and English language skills - Thinks big, gets things done, has fun and loves working with a high impact team! Preferred Qualifications: - Affinity to E-Commerce, data processing technology and enterprise software - Experience in ETL software, data transformation pipelines and data warehousing Benötigte Skills Konzeptionell / Analytisch Bash Python Python R Englisch ETL E-commerce',\n", + " 'soft_skills': '[\"Collaboration\", \"Quality Assurance\", \"Sales\"]',\n", + " 'hard_skills': '[\"Automation\", \"Python Server Pages\", \"Enterprise Application Software\", \"Data Management\", \"Data Warehousing\", \"Post Processing\", \"Python (Programming Language)\", \"Customer Data Integration\", \"Data Transformation\", \"Extract Transform Load (ETL)\", \"Pipelining\", \"E-Commerce\", \"Office Management Software\", \"R (Programming Language)\", \"Bash (Scripting Language)\", \"Electronic Data Processing\", \"Independent Analyst Platform\", \"Adapter Scripting Language\", \"Suspicious Activity Report\", \"Amazon Data Pipeline\", \"Customer Requirements Analysis\"]',\n", + " 'languages': \"['English', 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Our services, processes and tools are built around a unique business vision which emphasizes the life cycle role of IT infrastructure – an understanding that far from being static installations, infrastructures should continually evolve to drive improved business performance. This role will be working as part of the Data Centre Operations team to deliver support activities and input to project related tasks within the Data Centre and ensure that all work carried out complies with agreed standards, providing an operational interface to physical security teams assisting in the proactive management of the site’s security. The DC Engineer will provide an interface to the customer, advising them of any operational issues with the infrastructure and acting as a point of contact to address the customer requirements including being first line of support for incident and recovery duties, contribution to BAU activity to rack, install and decommission devices. Candidates will be fluent in German and English and have worked in a similar role previously. Required Skills / Experience Ideally the candidate will have worked previously in a Data Centre support role.Network patching experience (copper and fibre) install and break/ fixKnowledge of copper termination and previous infrastructure installationsChange management processesUnderstanding of criticality of support in a financial sectorDemonstration of good listening, oral and written communication required.An ability to assimilate technical details required for project delivery in ashort time frame and in pressurised environmentAbility to manage prioritise workload effectivelyTroubleshooting, ability to diagnose potential issues impacting programme and offer resolutionFluent in German and English Job Types: Full-time, Permanent Language: English (Required)German (Required) ',\n", + " 'soft_skills': '[\"Proactivity\", \"Infrastructure\", \"Management\", \"Operations\", \"Written Communication\"]',\n", + " 'hard_skills': '[\"Business Performance Management\", \"Logistics Support Activity\", \"Tooling\", \"IT Infrastructure\", \"Installation\", \"Advising\", \"Activism\", \"Acting\", \"Idealization\", \"Physical Security\", \"Life Cycle Assessment\", \"Customer Requirements Analysis\"]',\n", + " 'languages': \"['English', 'German', 'Sinhalese']\"},\n", + " {'company_id': '44',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Zug',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.12801331e-01 3.16512048e-01 4.18633461e-01 -7.91569278e-02\\n5.23473918e-01 -2.02009022e-01 1.43224448e-02 3.96541834e-01\\n-2.95258015e-02 -3.80351514e-01 -1.71148345e-01 -2.60764986e-01\\n-1.86775640e-01 3.46598998e-02 2.29364529e-01 4.35211420e-01\\n2.13361993e-01 7.31811300e-02 -2.71519899e-01 3.62178653e-01\\n6.76888525e-02 -9.00769681e-02 3.08419261e-02 7.49629259e-01\\n3.51514131e-01 1.39445933e-02 7.99249671e-03 -1.12452928e-03\\n-3.08921933e-01 -2.86021382e-01 2.84034193e-01 -1.54524837e-02\\n-1.17725946e-01 -3.36671174e-01 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embedded software development in C++ and other programming languages. You will develop software under different operating systems using provided Application Programming Interfaces (APIs). In dynamic, multicultural environment of our company, you will be part of a team working on projects in the area of Telecommunications, Wireless, Networked Entertainment and Multimedia. In cooperation with leading European companies, you will be developing cutting-edge technology products. Exciting, challenging tasks are waiting for you! As a successful candidate for this position you must be able to demonstrate the following qualifications: 2+ years of experience in software development Strong knowledge of object-oriented (OO) design principles Extensive programming experience in C++ and multi-threading environments Basic computer engineering knowledge (processor and memory organization, stack, calling conventions, interrupt handling, etc.) Good written and verbal communication skills in English Good analytical and problem-solving skills Any of the following qualifications will be a plus: Experience with real-time operating systems (RTOS) and Linux Software design and development process using UML Understanding of embedded software development principles Hands-on experience with hardware debuggers and device-level programming Practical knowledge of MS VS, GCC, STL, Perl, CVS/Subversion, ADS (RealView), Socket API Familiarity with the ARM architecture and assembler Software analysis, review and re-factoring skills We offer: Exciting carrier and professional opportunities in a dynamically developing company with Swiss quality standards and stability Enjoyable working atmosphere in our engineering offices, conveniently located in 5-minute walking distance from Zug railway station. If you are interested in this position, please, send your resume at jobs@epscom.net We are looking forward to your application!',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Cooperation\", \"Professionalism\", \"Problem Solving\", \"Positivity\"]',\n", + " 'hard_skills': '[\"KM Programming Language\", \"Programming (Music)\", \"UML Tool\", \"Analytics\", \"Perl (Programming Language)\", \"C++ (Programming Language)\", \"Linux\", \"Agile Edge Technologies\", \"Process Driven Development\", \"Software Engineering\", \"ARM Architecture\", \"Operating Systems\", \"Multimedia\", \"AD Model Builder (ADMB)\", \"Standard Template Library (STL)\", \"Object-Oriented Design\", \"Wireless Telecommunications\", \"Software Design\", \"Computer Engineering\", \"Wireless Networks\", \"Software Development\", \"Software Business Analysis\", \"Application Programming Interface (API)\", \"Embedded Software\", \"Apache Subversion\", \"Real-Time Operating Systems\", \"Interrupt Handling\", \"Threading (Manufacturing)\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '16',\n", + " 'job_title': 'banking specialist for asset data sourcing team',\n", + " 'location': 'Adliswil',\n", + " 'industry': 'Enterprise Software & Network Solutions',\n", + " 'website': 'www.avaloq.com',\n", + " 'jobdescription_embedded': '[[-2.46648371e-01 8.40683132e-02 6.47704542e-01 -7.06468597e-02\\n6.19640470e-01 -5.38111031e-02 -3.63511965e-02 3.84877384e-01\\n-6.13008104e-02 -4.01195377e-01 -1.42198307e-02 -2.03774601e-01\\n1.12571791e-01 2.64073491e-01 9.96969938e-02 2.46304229e-01\\n2.19860658e-01 1.54651463e-01 -5.96921109e-02 2.01621294e-01\\n1.18103422e-01 -1.53022796e-01 2.80736476e-01 6.63044631e-01\\n3.71157259e-01 1.51067646e-02 -7.86950737e-02 8.43321159e-02\\n-2.15574294e-01 -2.29256257e-01 5.06317496e-01 1.06468648e-01\\n-1.29997075e-01 -3.17014813e-01 1.55546933e-01 -3.81376930e-02\\n-2.88641810e-01 -5.75769655e-02 -1.44087479e-01 3.39276604e-02\\n-3.74132097e-01 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Together. Avaloq is a value-driven fast-paced fintech company and we are committed to develop the banking technology of tomorrow. Leading banks and wealth managers in all major financial centres rely on our software and services, and this unique community grows every day. Your team As part of our Global Asset Hub, the Asset Data Sourcing team is responsible for interfacing to data vendors (SIX FI, Bloomberg, etc.), data integration and delivery of up-to-date and validated instrument data (reference and market and corporate actions data) using a highly standardized approach. Your mission Business support for all data feed and data integration relevant aspects as part of our Asset Hub service. Executing and monitoring daily operation of Asset Master Data in line with agreed SLA's. Act as single point of contact toward clients, data vendors (e.g. SIX FI, Bloomberg, WM Datenservice etc.) and internal stakeholders in all Master Data relevant topics. Supporting internal business analysts for complex client requirements and improvement initiatives etc. Depending on your personal qualifications and aspirations further tasks can be added in relation with the expansion of our Asset Hub services. What you need Proven banking background with focus on back office administration. At least 3 years’ service experience with financial instruments and a master data environment as a business specialist (e.g. Valorenzentrale of a bank). Fluent in German and English (Italian and French would be a plus). sound knowledge of MS Office tools. Distinct client and service orientation. Eager to learn and take on new challenges. You will get extra points for the following Knowledge of the Avaloq Core Banking System. Knowledge of file handling tools (e.g. Filezilla, Total Commander) Knowledge of the EDM Solution Data Source (aka ProDB) Temenos. Now let’s talk about perks and compensation With our compensation model, we want to share the success of the company with all our employees. We offer competitive base salaries and if you prove yourself as a super-star, you might be entitled to an extraordinary achievement reward. Place of work Bioggio Don’t be shy – apply!\",\n", + " 'soft_skills': '[\"Communications\", \"Writing\", \"Operations\", \"Service-Orientation\"]',\n", + " 'hard_skills': '[\"Reference Data\", \"Business Support Systems\", \"Tooling\", \"Pentaho Data Integration\", \"Office Administration\", \"Data Integration\", \"Wealth Management\", \"File Handling\", \"Financial Instrument\", \"Data Feed\", \"Instrumentation\", \"E (Programming Language)\", \"Total Commander\", \"Executable\", \"Knowledge-Based Systems\", \"AD Model Builder (ADMB)\", \"Personalization\", \"Acceptance and Commitment Therapy (ACT)\", \"Validations\", \"E-Tools\", \"Banking\", \"FileZilla\", \"Bloomberg Terminal\", \"International Business\", \"Source Data\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '97',\n", + " 'job_title': 'paid internship in information technology / business analysis - 6 months (m/f)',\n", + " 'location': 'Geneva',\n", + " 'industry': '',\n", + " 'website': 'www.pg.com',\n", 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Would you enjoy telling stories and helping others see the benefit of data-based decision-making? We are passionate about understanding data and want more people who know how to use that data in the best way to guide our decisions. Are you up for the challenge? Then apply to one of P&G IT internship: we are looking for interns (F/M) in Geneva (CH) Special Notice: If you are a female student or a recent graduate passionate about business and technology, interested in using IT to transform the way people work and make business decisions and are interested in joining the Future Female Leaders in Information Technology event on November 25th in Geneva, please continue your application here. Apply before October 27th. As an intern your Project will include:• Leading and improving the analytical program, influencing the data strategy and structure for your business unit / category / region together with consumer research group. • Delivering regular analytic updates and insights, for example Market & Share performance of our product portfolio, identifying key growth opportunities or make strategies real, while using advanced analytic techniques. • Building analytic capabilities to grow organizations knowledge. • Discovering and inventing next-generation business analytic tools for our category analysts and business partners, owning our new applications from design-thinking up to user adoption.• Developing in-depth business, analytical and systems knowledge to improve or build analytical solutions, approaches and foremost business recommendations. • Collaborating with multi-functional teams (Consumer Research, Finance, Marketing, IT etc.)• Answering business questions and propose solution for business problems by applying machine learning techniques and automatizing analysis of consumer touch point information or other deep learning data, exploring their patterns and recommending marketing activities. Requirements: • You are doing a Bachelor or Master Degree in a quantitative field (Operation Research, Computer Science, Engineering, Applied Math, Statistics, Analytics etc); Possibly a minor in Economics or Business Management• You are comfortable working with diverse business scenarios, handling multiple priorities and have a business & consultancy mind-set, while technically (data) savvy.• Passion to try new things, learn quickly and work well with diverse backgrounds• Excellent interpersonal skills, self-motivated, dynamic and can-do attitude• Have enthusiasm and curiosity about the intersection of business, technology and data• English required (written and oral) Due to legal restrictions, immigration sponsorship is available only for EU/EFTA nationalities. All candidate with non EU/EFTA nationalities are encouraged to check out opportunities in countries where they can obtain a work permit. P&G is committed to providing equal opportunities in employment. We value diversity and we do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status. ',\n", + " 'soft_skills': '[\"Self-Motivation\", \"Research\", \"Decisiveness\", \"Collaboration\", \"Enthusiasm\", \"Decision Making\", \"Information Technology\", \"Curiosity\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Business Analytics\", \"Disabilities\", \"Tooling\", \"Data Explorers\", \"Diving\", \"Computer Science\", \"Analytics\", \"Statistics\", \"Consumables\", \"Business Partnering\", \"Strategic Business Unit\", \"Analytical Techniques\", \"Activism\", \"M (Programming Language)\", \"Operations Research\", \"Knowledge-Based Systems\", \"Minimum Data Set\", \"Machine Learning Methods\", \"Finance\", \"Equalization\", \"Deep Learning\", \"Design Thinking\", \"Economics\", \"Coloring\", \"Business Technologies\", \"Adoptions\"]',\n", + " 'languages': \"['English', 'Swati', 'Aragonese']\"},\n", + " {'company_id': '109',\n", + " 'job_title': 'data scientist (analytics)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Enterprise Software & Network Solutions',\n", + " 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Our platform helps expedite people's advancement by exploring undocumented human intelligence and enabling real-time access to skills, knowledge, and solutions within corporations, communities, and, since we like to think of the bigger picture: the world. We are backed by some of the best VC investors in Europe, becoming one of the fastest growing AI companies in Europe; and are rapidly expanding our team with the crème de la crème from AirBnB, Twitter, SalesForce, Zuora and many more. Do you have what it takes to help us shape the future of AI? Watch this video to find out how Starmind works! What You Will Do You analyse the data generated by our application and generate insights into where and how machine learning algorithms could be applied to improve the user experience. You identify the most important KPIs to measure the performance of our existing algorithms and set up automatic monitoring and reporting for these metrics. You advise our developers on how to log data so that the usage and usefulness of all features can be measured. You work with our DevOps to improve the accessibility and scalability of our logs and databases. Who You Are You are fluent in SQL (e.g. MySQL). Experience with ElasticSearch and/or NoSQL databases is a plus. You can write code for data processing in Python (using data analysis libraries such as pandas). You have experience with data visualization (for example using matplotlib or Grafana). You are always curious to try out new tools and libraries for the analysis and visualization of data. You follow new developments in AI and understand how machine learning algorithms can help to analyse data. You have a sharp eye for irregularities in a dataset and you will leave no stone unturned when looking for the cause of an anomaly. You have a good understanding of statistics, in particular regarding hypothesis tests and statistical significance. You desire to work in a small, agile team environment. You communicate proactively and work independently. The Bounty A dynamic, young company where input is welcomed and acted upon High level of personal responsibility and independence A challenging and exciting mission within an innovative and multi-cultural environment The opportunity to work with some of the smartest and most innovative people in the market If this sounds like you, let’s solve the riddle and apply (written in English or German) - We’re very excited to meet you.\",\n", + " 'soft_skills': '[\"Communications\", \"Writing\", \"Proactivity\", \"Innovation\"]',\n", + " 'hard_skills': '[\"MySQL\", \"NoSQL\", \"Matplotlib\", \"Accessioning\", \"Advising\", \"Corporate Communications\", \"Tooling\", \"Agility\", \"Acting\", \"Statistics\", \"Machine Learning\", \"Visualization\", \"New Business Development\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Logging\", \"Library\", \"Levelling\", \"Data Visualization\", \"Machine Learning Methods\", \"Personalization\", \"Machine Learning Algorithms\", \"Scalability\", \"Human Intelligence\", \"Electronic Data Processing\", \"Humanism\", \"Grafana\", \"Statistical Hypothesis Testing\", \"Algorithms\", \"User Experience\", \"Eyes\", \"Pandas (Python Package)\", \"SQL (Programming Language)\", \"Data Analysis\", \"DevOps\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'full-stack software engineer (m/f)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.67733118e-01 3.18774730e-01 3.84102076e-01 6.34426028e-02\\n4.19775933e-01 -2.08391398e-01 -1.94373298e-02 2.74899423e-01\\n-5.86313456e-02 -3.81496459e-01 -5.73851243e-02 -2.94074893e-01\\n-8.99507105e-02 2.96436492e-02 1.05516717e-01 3.67891908e-01\\n3.42170030e-01 8.93009454e-02 -1.24921858e-01 4.20912564e-01\\n9.61516798e-02 -6.83451295e-02 -6.77585006e-02 7.14554429e-01\\n3.12497854e-01 1.59288775e-02 -8.35912898e-02 1.60325676e-01\\n-1.98575228e-01 -2.63831079e-01 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design, implement, test and deliver new features within a cross-functional agile team - You love to work together with other engineers and share your expert knowledge with the engineering teams - You challenge the status quo and continuously improve architecture, code and tools to ensure high quality software delivery - You own your solution and will be responsible from development to delivery to operations in a DevOps environment - You like to work with developers, product owners, designers and other stakeholders on product discovery Your Qualification: - Proficiency in Java/Spring/OOP/Maven and Java based Web Frameworks - Expertise with frontend technologies such as HTML, CSS and JavaScript Frameworks - Familiarity with Microservice architectures - Hands on experience designing and implementing RESTfull backend Services - Good knowledge of relational and NoSQL databases - Practice in Clean Code, TDD, Pair Programming, continuous integration and continuous delivery - Ability to understand the company's KPIs and the user needs and use them as innovation driver - Experience with agile methodologies and pronounced agile mindset - Plus: Knowledge of microservices on AWS - A degree in Computer Science or equivalent practical experience - Fluency in English and German Benötigte Skills Englisch NoSQL HTML5 CSS3 JavaScript JAVA Spring DevOps Test\",\n", + " 'soft_skills': '[\"Innovation\", \"Operations\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Test-Driven Development (TDD)\", \"NoSQL\", \"Agility\", \"Continuous Delivery\", \"Cascading Style Sheets (CSS)\", \"Computer Science\", \"Web Frameworks\", \"Continuous Integration\", \"Software Quality Management\", \"HTML5\", \"HyperText Markup Language (HTML)\", \"Microservices\", \"Cross-Functional Coordination\", \"Apache Maven\", \"Agile Methodology\", \"JavaScript (Programming Language)\", \"JavaScript Frameworks\", \"Experience Design\", \"Java (Programming Language)\", \"Custom Backend\", \"Pair Programming\", \"Object-Oriented Programming (OOP)\", \"DevOps\"]',\n", + " 'languages': \"['English', 'Letzeburgesch', 'Herero', 'Malagasy']\"},\n", + " {'company_id': '54',\n", + " 'job_title': 'devops engineer, genedata biologics',\n", + " 'location': 'Basel',\n", + " 'industry': 'Biotech & Pharmaceuticals',\n", + " 'website': 'www.genedata.com',\n", + " 'jobdescription_embedded': '[[-1.69523150e-01 3.19825441e-01 4.08377171e-01 -1.59712415e-02\\n5.68628192e-01 -9.49690565e-02 -7.24607557e-02 3.66208315e-01\\n-4.60393503e-02 -4.28351879e-01 -3.31419744e-02 -2.50325799e-01\\n-7.22204745e-02 1.58022121e-01 1.21643066e-01 4.33333069e-01\\n3.59716475e-01 1.38958231e-01 -1.41149908e-01 3.54331344e-01\\n1.16978735e-02 -1.60774738e-01 5.42537011e-02 8.68497312e-01\\n2.75335133e-01 1.45401573e-02 -1.62993923e-01 -7.04530030e-02\\n-2.31061846e-01 -1.64121673e-01 4.84606564e-01 9.13866237e-03\\n-1.27304882e-01 -3.87431860e-01 1.09087497e-01 7.55339116e-02\\n-2.90875196e-01 -2.20784545e-02 -1.77963927e-01 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Thousands of scientists across the globe work with our highly innovative platform in order to develop new, groundbreaking treatments for the most severe diseases. As part of a professional and dedicated engineering team, you will enable these scientists to fulfill their mission. Genedata’s Biopharma platform represents the very backbone of the data capturing and analysis workflows of the most important biopharma and biotech companies. It is installed either on premises or hosted in the cloud and constantly interoperates with numerous instruments and customer IT systems. As DevOps Engineer, you ensure the smooth and continuous running of this central piece of infrastructure and you configure the system to adapt it to customer specific needs. The focus of your responsibilities will be on our enterprise platforms Genedata Biologics® and Genedata Bioprocess®. This full-time position is based at our head offices in Basel, Switzerland. A part time employment (80-100%) is also an option. Key Responsibilities Manage the deployment of products, upgrades and customizations Develop customer specific configurations in SQL Use web services and scripts to integrate with customer IT systems Monitor, analyze, and tune the performance of installations Implement schedules for system backups and archive operations Develop automatic packaging and deployment procedures Administer Biopharma Platform installations in the cloud Consult and support customers with the migration of legacy data Document and communicate your work within the team and to other stakeholders Your Profile BSc or MSc in computer science, or related fields, or comparable on-the-job experience Good understanding of Linux systems Fluency in shell scripting and / or other scripting languages Experience with SQL and relational database systems Oracle DBA experience is an advantage Knowledge of cloud environments such as AWS or Azure is a plus Experience with web application servers, like Apache and Tomcat, is desirable Strong interpersonal skills and the motivation to learn continuously Good written and verbal communication and presentation skills in English The Company Genedata is an exceptional company. With over two decades of success in research informatics due to closely-knit teams of scientists, developers and business experts, Genedata has achieved steady and continuous growth since inception. As a private and majority employee-owned organization, we empower each employee to be a contributing voice in the company operations and evolution. Our collective expertise in research informatics, combined with our open and scalable computational solutions, makes us the leading software provider in R&D informatics for biotech, pharmaceuticals, and related life sciences. We are headquartered in Basel, Switzerland and have subsidiaries in Germany, US, UK, Japan and Singapore. About Genedata Biopharma Platform As the market leader in biopharma R&D digitalization, our platform enables biopharma companies to develop the next generation of innovative medicines. It is uniquely designed to digitalize and streamline biopharma discovery, development and manufacturing processes and dramatically improve overall productivity, with the goal of identifying and developing novel therapeutics to address unmet medical needs. The award-winning Genedata Biopharma platform is used across the globe to achieve operational excellence by boosting the efficiency, throughput, and quality of biopharma R&D. It supports the entire end-to-end R&D workflow, from screening, protein engineering and optimization, expression, purification, characterization, analytics and QC, and developability assessment to upstream and downstream process development and drug formulation. The Genedata platform serves as an enterprise IT system that is at the core of complex biopharma discovery and development processes. Our customer base includes large biopharma and biotech companies, technology providers and contract research and manufacturing organizations. Genedata Biologics is a web application with an HTML/JavaScript-based presentation layer, a Java business-logic layer and an Oracle RDBMS-backed persistence layer. It is widely configurable, scalable, and extendable by third-party plug-ins. Are You Interested? If you are interested in this position, please submit your CV and motivation letter. Genedata only accepts CVs and resumes directly from candidates. Personnel recruitment agencies need not respond. Legal authorization to work in the United States on a full-time basis for any employer is required. Genedata is an Equal Opportunity Employer.',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Adaptability\", \"Professionalism\", \"Management\", \"Scheduling\", \"Communications\", \"Operations\", \"Integration\", \"Presentations\", \"Innovation\", \"Positivity\", \"Persistence\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Document Enterprise Platform\", \"MSC Software\", \"Shell Script\", \"Computer Science\", \"Life Sciences\", \"Business Workflow Analysis\", \"Collections\", \"Analytics\", \"Data Capture (SQL)\", \"Downstream Processing\", \"Informatics\", \"Customer Support Analyst\", \"Authorization (Computing)\", \"Streamlines\", \"Clinical Research Informatics\", \"Installation\", \"Bioprocess\", \"Customer Development\", \"Linux\", \"Layering\", \"Contract Research Organization\", \"Instrumentation\", \"Application Servers\", \"Medic\", \"HyperText Markup Language (HTML)\", \"System Monitoring\", \"System Monitor\", \"Web Services\", \"Presentation Layer\", \"Apache Tomcat\", \"Biology\", \"Boosting\", \"Digitization\", \"Equalization\", \"JavaScript (Programming Language)\", \"Scalability\", \"Operational Excellence\", \"Adapter Scripting Language\", \"Archives\", \"Database Systems\", \"Pharmaceuticals\", \"Throughput\", \"Protein Engineering\", \"Process Development\", \"Relational Databases\", \"Language Experience Approach\", \"Scripting\", \"Workflows\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"DevOps\", \"Process Driven Development\", \"Business Logic\", \"Manufacturing Processes\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'bi data scientist',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-3.53228360e-01 2.70658046e-01 3.72768700e-01 2.32876036e-02\\n4.73175436e-01 -3.48142348e-02 4.43848148e-02 1.15612105e-01\\n-1.16222799e-01 -4.17315096e-01 -8.69316757e-02 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Lead and/or push the HD needs in the different BI relevant projects (e.g. CCM project) Functional leadership of project members in role of project leader Continuously update analytical and methodical skills Your profile: University degree (Master) in mathematics, information technology, engineering, economics or similar Relevant working experience in commercially applied analytics, econometrical modeling and statistical software (e.g. R, python) Experience in reporting/visualization software, ideally Tableau Experience in data warehousing and in relational as well as unstructured data environments Proven SQL skills High project management skills and profound experience in workshop management Good written and verbal communication skills and ability to work in cross cultural environments Excellent conceptual capabilities, able to analytically break-down and solve complex problems with high focus on implementation Written and spoken fluency in English, and preferably also in German Proven team player as well as ability to work independently and unsupervised Willingness to travel (mostly between the groups Hubs) Benötigte Skills Business Intelligence Python Python R SQL Englisch Reisetaetigkeit Projektleitung',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Complex Problem Solving\", \"Leadership\", \"Proactivity\", \"Management\", \"Operations\", \"Decision Making\", \"Information Technology\"]',\n", + " 'hard_skills': '[\"Python Server Pages\", \"Tableau (Business Intelligence Software)\", \"Tooling\", \"Engineering Economics\", \"Analytics\", \"Statistics\", \"Visualization\", \"Data Warehousing\", \"SQL (Programming Language)\", \"Statistical Software\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Idealization\", \"Performance Measurement\", \"Business Intelligence\", \"Unstructured Data\", \"Conceptualization\", \"Budgeting\", \"Layout Optimization\", \"Logical Data Models\", \"R (Programming Language)\", \"Econometric Modeling\", \"Cross-Cultural Studies\", \"Forecasting\", \"Project Management\", \"Commercialization\", \"Business Case\"]',\n", + " 'languages': \"['English', 'Italian', 'Oriya', 'Kurdish']\"},\n", + " {'company_id': '77',\n", + " 'job_title': 'backend engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Computer Hardware & Software',\n", + " 'website': 'www.nanos.ai',\n", + " 'jobdescription_embedded': '[[-9.93610993e-02 1.67789996e-01 4.53946531e-01 -4.33472060e-02\\n3.97099793e-01 -8.52692872e-02 -6.75937310e-02 4.87816244e-01\\n-2.92915013e-02 -4.29475784e-01 -4.19181585e-02 -2.24508286e-01\\n-1.58719450e-01 7.35269561e-02 6.80728406e-02 3.37462664e-01\\n2.93862671e-01 1.14449501e-01 -2.80677438e-01 4.04118955e-01\\n1.58727437e-01 -5.37589714e-02 1.67795599e-01 6.62032604e-01\\n3.95197421e-01 -8.29496980e-03 3.43314558e-02 5.85573614e-02\\n-2.33463258e-01 -2.32918441e-01 4.72242475e-01 1.03322580e-01\\n-8.68875533e-02 -3.84176552e-01 2.06842005e-01 1.89335048e-02\\n-2.15945989e-01 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Nanos is an online platform that makes placing paid advertisements a straightforward process accessible to any small & micro business around the world. We are a privately owned Swiss startup based in Zurich - a dynamic fast-growing team of software engineers, UX designers, business experts and machine learning engineers. Who are we looking for? As part of our growth we are building a fully distributed engineering team, for which we are looking for a Backend Engineer with a minimum of 3 years professional experience. From a cultural point of view, we expect you to bring in a plus with you as we are an inclusive company that thrives from the diversity its employees bring in. As a Backend Engineer, we expect you to be a problem solver before being a code writer. What will you do if you join us? As a backend engineer and being a part of our distributed development team you will be working on different parts of the Nanos platform (Frontend, Backend, Mobile app, Server infrastructure.., etc), where you will be expected to: - Architect and maintain distributed systems, focusing on reliability, security, and scalability - Design and develop highly scalable APIs and services that are used by web and mobile clients Requirements What skills do we expect you to have? With the exponentially growing number of frameworks and languages in software engineering we do not expect you to be an expert in all technologies used at Nanos but we do expect you to be a fast learner and an engineer with a critical and open mindset. Being a part of a rapidly moving industry, we are looking for engineers, who are not afraid to build fast, fail fast and learn from their mistakes. If you decide to join us you might be working on projects with technologies and languages such as: Node.js, MongoDB, Python, PostgreSQL CI/CD: Git, GitHub, Docker, Kubernetes, Jenkins, GitOps Our working language is English and we expect all candidates to be fluent in English. Benefits What are we to offer you? We would be more than happy to hear from you and look forward to have you joining our team where you should expect following benefits and culture: A competitive salary Generous stock option plan 25 vacation days per year Flexible working hours Free choice of hardware Regular experimental time to work on your own ideas Office within 5 min walking distance from Zurich HB Office shut down between Christmas and New Year (to be compensated by working a couple of extra minutes per day over the year, i.e. 15 min in 2018) A very multicultural team Regular team events and parties One ski retreat per year A fully-equipped kitchen and a dining area Big open terrace and a bbq space Free coffee/fruits and soft drinks ',\n", + " 'soft_skills': '[\"Infrastructure\", \"Planning\", \"Reliability\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Advertisement\", \"Kubernetes\", \"Accessioning\", \"Jenkins\", \"Machine Learning\", \"Industrialization\", \"Mobile App\", \"PostgreSQL\", \"Python (Programming Language)\", \"Node.js\", \"Maintainability\", \"MongoDB\", \"E (Programming Language)\", \"Experimentation\", \"Software Engineering\", \"Mobility\", \"Github\", \"Docker (Software)\", \"Scalability\", \"Distributed Development\", \"Incentive Stock Option\", \"Git Flow\", \"Custom Backend\"]',\n", + " 'languages': \"['English', 'Malay', 'Wolof', 'French', 'Castilian']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data-scientist (w/m)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.40152931e-01 3.86857748e-01 5.64359128e-01 -2.11751889e-02\\n5.54279625e-01 -1.63345739e-01 8.50075483e-02 2.85801649e-01\\n-3.76474373e-02 -5.54479174e-02 -1.44540608e-01 -1.84721932e-01\\n-2.62196749e-01 4.99920137e-02 1.32289350e-01 2.33172685e-01\\n1.58298552e-01 3.37551162e-02 -2.00104654e-01 2.64585495e-01\\n2.19596922e-01 1.25990853e-01 -1.09996960e-01 4.01760072e-01\\n5.46991765e-01 1.61381468e-01 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1.40134916e-01]]',\n", + " 'job_description': 'Job Informationen Tasks: Extract data from databases, write scripts to parse, clean, combine, and process them Create dashboards and visualizations of processed data, identify trends, anomalies Investigate data problems, identify patterns Draw inferences and conclusions, communicate results through reports, charts, or tables Define and implement KPIs in conjunction with the business team Basic Qualifications: University degree in Computer Science, Electrical Engineering, or Math/Physics Masters or PhD degree is a plus SQL and database experience is a must, with Hive/Hadoop a plus Good programming skills with at least one high-level language such as Python, Java, or C/C++ Good knowledge of data structures, algorithms, and statistics Knowledge of Unix shell scripting Knowledge of Machine Learning would be a plus Fluent in English (both spoken and written), additional languages are a plus 5+ years relevant experience Benötigte Skills FH Universität ETH Master SQL Python C++ Python JAVA Shell-Scripts Englisch',\n", + " 'soft_skills': '[\"Communications\", \"Investigation\"]',\n", + " 'hard_skills': '[\"Programming (Music)\", \"Shell Script\", \"Computer Science\", \"Statistics\", \"Unix Shell\", \"Visualization\", \"C++ (Programming Language)\", \"Python (Programming Language)\", \"Data Extraction\", \"Dashboard\", \"Machine Learning Methods\", \"Script Writing\", \"C (Programming Language)\", \"Apache Hive\", \"Electrical Engineering\", \"High-Level Architecture\", \"Drawing\", \"Physics\", \"Data Structures\", \"Algorithms\", \"Additives\", \"Scripting\", \"Java (Programming Language)\", \"Parsing\", \"Data Processing\", \"SQL (Programming Language)\"]',\n", + " 'languages': \"['English', 'Norwegian']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'big data engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.96860814e-01 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pipelines to ingest, integrate, standardize, clean and publish data You are responsible for defining and crafting integration patterns with downstream applications You provide input into overall IT architecture of the solution, including technical environment configuration, data modelling, data integration, data presentation, information security and other IT architecture related topics You support Data Scientist in their day-to-day work on a variety of topics, including tools and data analysis methods You operationalize analytical models developed by the Data Scientists to embed them into the bank’s business processes Your profile: A university degree or equivalent education in IT or another technical specialization, ideally with focus on Data Management You have proven work experience of at least two years as a Data Engineer using Big Data technologies Experience with Hadoop based analytical solutions, ideally on Cloudera distribution, as well as practical skills in creating data processing pipelines using Spark, Scala, Python or similar tools Good knowledge of SQL, Hive and Impala databases Ideally experience with Jupyter Notebook, Hue, other end user tools If you already had experience with Tableau, Splunk or an agile work environment you have an advantage You are able to work in a dynamic environment, be comfortable with changing priorities and tight deadlines, manage you own workload with minimum supervision You build strong collaborative relationships with colleagues in IT and business groups Excellent verbal and written communication skills in English and German Benötigte Skills Scala Python Python Englisch Security Datawarehouse',\n", + " 'soft_skills': '[\"Collaboration\", \"Management\", \"Supervision\", \"Team Motivation\", \"Integration\", \"Positivity\", \"Written Communication\"]',\n", + " 'hard_skills': '[\"Information Presentation Facility\", \"Python Server Pages\", \"Tableau (Business Intelligence Software)\", \"Tooling\", \"Agility\", 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You identify the most important KPIs to measure the performance of our existing algorithms and set up automatic monitoring and reporting for these metrics. You advise our developers on how to log data so that the usage and usefulness of all features can be measured. You work with our DevOps to improve the accessibility and scalability of our logs and databases. Our Requirements: You are fluent in SQL (e.g. MySQL). Experience with ElasticSearch and/or NoSQL databases is a plus. You can write code for data processing in Python (using data analysis libraries such as pandas). You have experience with data visualization. You are always curious to try out new tools and libraries for the analysis and visualisation of data. You follow new developments in AI and understand how machine learning algorithms can help to analyse data. You have a sharp eye for irregularities in a dataset and you will leave no stone unturned when looking for the cause of an anomaly. You have a good understanding of statistics, in particular regarding hypothesis tests and statistical significance. You desire to work in a small, agile team environment. You communicate proactively and work independently. Benötigte Skills SQL MySQL NoSQL Python Python',\n", + " 'soft_skills': '[\"Communications\", \"Writing\", \"Proactivity\"]',\n", + " 'hard_skills': '[\"MySQL\", \"Python Server Pages\", \"NoSQL\", \"Tooling\", \"Accessioning\", \"Advising\", \"Agility\", \"Statistics\", \"Machine Learning\", \"New Business Development\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Logging\", \"Library\", \"Dataset\", \"Data Visualization\", \"Machine Learning Methods\", \"Machine Learning Algorithms\", \"Scalability\", \"Electronic Data Processing\", \"Statistical Hypothesis Testing\", \"Algorithms\", \"User Experience\", \"Eyes\", \"Pandas (Python Package)\", \"SQL (Programming Language)\", \"Data Analysis\", \"DevOps\", \"Elasticsearch\"]',\n", + " 'languages': \"['English', 'Moldavian']\"},\n", + " {'company_id': '19',\n", + " 'job_title': 'business analyst / data reporting analyst (12 months)',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'Staffing & 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from business units : Meet with traders, back office, accounting team Coordinate developments Create and execute test plans Software administration : Administration backup of core business software Position qualification Strong knowledge of reporting software (Spotfire, Power BI) and SQL programming Strong quantitative and analytic skills Strong knowledge of Robotic Process Automation (UIPath) Strong writing skills Knowledge of corporate finance Proactive and self-starter Fluency in French and good English language skills Experience A graduate degree (preferably a Master’s degree in Information System) 2-5 years’ experience as a business analyst in the financial industry is required',\n", + " 'soft_skills': '[\"Analytical Skills\", \"Writing\", \"Coordinating\", \"Self Starter\", \"Proactivity\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Programming (Music)\", \"Industrialization\", \"Middle Office\", \"Strategic Business Unit\", \"Corporate Finance\", \"Microsoft Office Accounting\", \"UiPath (RPA Software)\", \"Executable\", \"Process Modeling\", \"Dashboard\", \"Robotic Process Automation\", \"Power BI\", \"Business Requirements\", \"Business Process Modeling\", \"Spotfire (Data Analytics Software)\", \"Business Process\", \"Remote Administration Software\", \"Business Analysis\", \"Independent Analyst Platform\", \"Test Planning\", \"Requirements Analysis\", \"Business Software\", \"Report Designer\", \"SQL (Programming Language)\", \"Information Systems\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '34',\n", + " 'job_title': 'data engineer- integration specialist',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Staffing & Outsourcing',\n", + " 'website': 'www.darwinrecruitment.com',\n", + " 'jobdescription_embedded': '[[-1.71152711e-01 2.59077072e-01 4.16388363e-01 -7.69490823e-02\\n3.07703286e-01 -1.53559878e-01 -7.82030821e-02 6.06545568e-01\\n-9.96811464e-02 -4.49849963e-01 -3.70184891e-02 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At the moment my client needs to bring a highly skilled Data engineer to join on a permanent basis. In regards to the team you will be joining, they have around 80 members of staff spread across two office locations in Switzerland, you will be joining a team of around 20 skilled Data Scientists and Engineers. Your daily tasks will include: Maintaining and extending the data lake and data pipelines Supporting the teams with your data engineering expertise Sharing your know-how and learning from others, mainly by pairing and reviewing each other's code They are looking for you to have experience with technologies such as; Python- at a high level of experience Hands-on experience of AWS (CloudFormation, IAM, Lambda, SNS, SQS, ECS) Exposure to AWS data services (S3, Glue, EMR, Athena, Kinesis) Understanding of ETL pipelines Fluent English is required for this role and any German is seen as a plus This is a great opportunity to get into an extremely exciting company who are really looking to build a successful team. If you would be interested in learning more please apply and I will contact you as soon as possible.\",\n", + " 'soft_skills': '[\"\"]',\n", + " 'hard_skills': '[\"AWS Kinesis\", \"AWS Identity And Access Management (IAM)\", \"AWS CloudFormation\", \"Pipelining\", \"Python (Programming Language)\", \"Digitization\", \"AWS Elastic MapReduce (EMR)\", \"Maintainability\", \"Data Pipeline\", \"Amazon Simple Notification Service (SNS)\", \"Extract Transform Load (ETL)\", \"Azure Data Lake\", \"Data Engineering\", \"Amazon Athena\"]',\n", + " 'languages': \"['English', 'Bulgarian']\"},\n", + " {'company_id': '10',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Computer Hardware & Software',\n", + " 'website': 'www.adnovum.ch',\n", + " 'jobdescription_embedded': '[[-1.95624158e-01 3.97409528e-01 5.07171333e-01 -4.06459570e-02\\n5.41350424e-01 -8.11445639e-02 7.53710493e-02 3.58455390e-01\\n-3.10194045e-02 -5.43209136e-01 -1.87547192e-01 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Your main working language with our customers will be German. We look for Software Engineers for our locations in Bern and in Zurich. Depending on your qualifications, past experience and project, you will be involved in the analysis, specification and implementation of technical requirements in one of the following disciplines: Application development You implement the functional requirements of our customers with a broad spectrum of technologies and development processes. Integration Your focus is on quality attributes (non-functional requirements). You get the developed solutions up and running (deployment, technical architecture, etc.) and connect them to the customer's systems. By operating at the interface between customers and highly qualified development teams, you will gain a deeper insight into the broader interrelationships in the software development process and benefit from the extensive experience of our application development, integration and security specialists.\",\n", + " 'soft_skills': '[\"Operations\", \"Integration\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Web Applications\", \"Process Development\", \"Software Development\", \"Functional Requirement\", \"Software Engineering\", \"Process Integration\", \"Mobility\"]',\n", + " 'languages': \"['English', 'Nyanja', 'Ossetian', 'Northern Sami', 'Gaelic']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'junior data-scientist (m/f)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.65259391e-01 2.37471595e-01 4.02921498e-01 1.00243151e-01\\n4.03606445e-01 -2.84495324e-01 5.22616357e-02 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OUR TECHNOLOGY STACK: - git - Python 3 - Django - PostgreSQL - Celery - UNIX - YouTrack YOU: - have experience in data manipulation and software development, particularly Python. - are interested in modern web technologies. Experience with Django is a big plus. - are a strong logical thinker. - interested in data quality management and project management. - have a Swiss work permit. - love to organize, communicate and collaborate. - would like to join a dedicated, technically savvy and enthusiastic team. - enjoy all aspects of a start-up environment. Benötigte Skills UNIX PostgreSQL Python Test Junior Konzeptionell / Analytisch',\n", + " 'soft_skills': '[\"Collaboration\", \"Communications\", \"Quality Assurance\", \"Adaptability\"]',\n", + " 'hard_skills': '[\"Django (Web Framework)\", \"Integrated Product Team\", \"Data Quality\", \"Software Development\", \"Project Management\", \"PostgreSQL\", \"Data Manipulation\", \"Python (Programming Language)\", \"Climate Change Mitigation\", \"Git Flow\", \"YouTrack\", \"Community Organizing\", \"Unix\", \"Rapid Prototyping\", \"Agile Product Development\", \"Controllability\", \"Technical Savvy\", \"Quality Management\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '39',\n", + " 'job_title': 'elca data science program',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.27562314e-01 1.75768003e-01 3.85745257e-01 -7.53846839e-02\\n5.38861632e-01 -2.51454681e-01 4.17747423e-02 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Come join ELCA’s competitive Data Science Program! In this role You will actively participate in innovative data science projects with our main clients in Switzerland. Examples of areas you might work on: Natural Language Processing and Predictive Maintenance. You will learn through concrete projects, work closely with our clients and become a data science professional You will develop your skillset in a highly sought-after field and get exposure to what the market needs You will actively participate in knowledge and experience sharing meetings with the team What we offer A permanent contract with a three-year artificial intelligence program in which participants will integrate several industrial projects in the data science and data engineering fields Relevant trainings will be offered as part of the curriculum A very pleasant working environment in a dynamic and highly motivated data science team Coaching by our data science lead experts About your profile You are a strong fresh master’s graduate in the data science, computer science, communication systems or equivalent fields, or you have a master’s degree in one of these fields and have one or two years of professional / research experience. You have successfully taken at least one machine learning and data analysis courses Certifications from renowned online courses such as Stanford’s are valid Minimum required GPA in the relevant courses >= 5/6 Minimum required GPA in projects (semester and Master thesis) >= 5/6 Your team spirit is amongst your strongest qualities Your location base: Lausanne but you must be willing to travel to Geneva or Bern on a regular basis You must submit your diplomas and grades with your application Fluency in English and in either French or German',\n", + " 'soft_skills': '[\"Innovation\", \"Integration\", \"Professionalism\"]',\n", + " 'hard_skills': '[\"Machine Learning Methods\", \"Predictive Maintenance\", \"Research Experiences\", \"Data Science\", \"Activism\", \"Natural Language Processing\", \"Online Course Development\", \"Data Engineering\", \"Science Communication\", \"Computer Science\", \"Artificial Intelligence\", \"Survey Data Analysis\", \"Communications Systems\", \"Industrialization\"]',\n", + " 'languages': \"['English', 'Avaric', 'Dzongkha', 'Bambara', 'Malay']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'frontend software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.43801951e-01 3.04664254e-01 6.32743299e-01 -1.06854185e-01\\n4.87646967e-01 -2.94332951e-01 1.37239993e-01 4.09365863e-01\\n-1.33238286e-01 -3.56336474e-01 -2.24073231e-01 -2.67607152e-01\\n-1.73421398e-01 -1.65297184e-02 1.58311233e-01 3.00390780e-01\\n2.43403271e-01 1.44851759e-01 -2.55714178e-01 4.28972721e-01\\n2.42723554e-01 -1.86964929e-01 9.50703546e-02 5.76076448e-01\\n3.83632153e-01 -2.23678350e-02 -1.11208186e-01 6.76733553e-02\\n-2.63309926e-01 -2.87610650e-01 3.82483006e-01 3.96078378e-02\\n-8.19155276e-02 -2.22560436e-01 1.16582423e-01 1.13863595e-01\\n-1.85603410e-01 7.42620975e-02 8.44285116e-02 1.89040542e-01\\n-4.33212280e-01 -1.54293746e-01 1.94546625e-01 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The role is a permanent position based in Zürich Canton. Your Role: Create attractive & highly interactive interfaces without losing focus on accessibility. Find & solve user experience problems. Design & implement code with a focus on robustness, scalability, reliability & performance. Participate in DevOps strategy, including automation efforts & monitoring improvements. Challenge product & user experience designers. Ensure high quality of software products with Unit, Integration & End-to-End Tests. Work in small & motivated interdisciplinary teams & bring Machine Learning, Natural Language Processing & Chatbots to the cloud. Your Skills & Experience: Very good experience in & knowledge of JavaScript, CSS3 & HTML5. Good knowledge of Browser APIs & REST API architectures. Experienced with one or more modern JavaScript frameworks including but not limited to Vuejs, React or Angular. Confident in working with one of the following languages: Python, Go, Java, Ruby or PHP. An interest in or understanding of at least one of the following: DevOps, Data Visualization, Software Architecture, User Experience Design or Interaction Design. Any Typescript experience is considered advantageous. Your Profile: University Degree in Computer Science or equivalent practical experience. Enthusiastic to work within an Agile environment & with cutting edge technologies. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " 'soft_skills': '[\"Positivity\", \"Reliability\", \"Integration\"]',\n", + " 'hard_skills': '[\"Automation\", \"Accessioning\", \"Agility\", \"Natural Language Processing\", \"Interactivity\", \"Computer Science\", \"Machine Learning\", \"Interaction Design\", \"TypeScript\", \"Ruby (Programming Language)\", \"Python (Programming Language)\", \"HTML5\", \"Agile Edge Technologies\", \"SARS Software Products\", \"Limiter\", \"Software Engineering\", \"PHP (Scripting Language)\", \"React.js\", \"Data Visualization\", \"Software Architecture\", \"JavaScript (Programming Language)\", \"Scalability\", \"User Experience Design (UX)\", \"JavaScript Frameworks\", \"Receivables\", \"Angular (Web Framework)\", \"Chatbot\", \"Experience Design\", \"User Experience\", \"Java (Programming Language)\", \"Application Programming Interface (API)\", \"DevOps\", \"RESTful API\"]',\n", + " 'languages': \"['English', 'Central Khmer', 'Ossetian', 'Kyrgyz', 'Hausa']\"},\n", + " {'company_id': '65',\n", + " 'job_title': 'internship in software engineering',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Venture Capital & Private Equity',\n", + " 'website': 'www.investiere.ch',\n", + " 'jobdescription_embedded': '[[-1.34337008e-01 1.63646415e-01 5.36213756e-01 -8.01078528e-02\\n5.42521477e-01 -1.00907318e-01 -9.42225754e-03 4.80246872e-01\\n-7.36143216e-02 -4.75178659e-01 9.17065609e-03 -2.05954865e-01\\n7.83101320e-02 1.36848420e-01 1.07726656e-01 2.70896733e-01\\n2.88107067e-01 1.29904479e-01 -1.59375340e-01 1.76806614e-01\\n1.99277341e-01 -1.48189917e-01 1.86817139e-01 7.22412407e-01\\n5.48068941e-01 -5.50843626e-02 -4.24359478e-02 -4.42284718e-02\\n-1.93588898e-01 -3.04115504e-01 4.47946876e-01 -7.01969862e-02\\n-8.25247914e-02 -3.96388829e-01 9.71253067e-02 -4.03905325e-02\\n-1.91450372e-01 -9.99890268e-02 -1.76792905e-01 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internship opportunity and work environment for you. We already are one of the most innovative startup investment platforms in Europe. We are now looking to grow the next level digital infrastructure for startup investments, building a service platform and network for a large community of entrepreneurs, private and institutional investors. investiere.ch is an online investment platform that offers private and institutional investors direct and professional access to startup investments. Having successfully closed more than 70 financing rounds, investiere.ch is one of the most active venture capital investors in Switzerland. As a intern in our tech team you will: Develop secure and reliable Scala web-services for our platform (scala/PlayFramework, MongoDB, MySQL, Redis and ElasticSearch, graphQL) Develop frontend applications (Angular 1.x & 5, Ionic) Support in administration of servers / cloud services Write tests for services and frontend features that you build (e.g. Postman, unit tests, etc) Find out more about our IT team. Requirements You are the right candidate for this position if most of the following skills match your profile: University Bachelor or Master degree with excellent credentials in computer science Java or Scala development Frontend experience or interest: Javascript / HTML / CSS Eager to learn and experience new technologies Ability to work independently with high attention to detail Strong command of English, our work language Entrepreneurially minded and very strong team player Benefits Dynamic and challenging startup environment Flexibility with work locations and hours Frequent team events and more Has your interest been piqued? Meet our experienced investiere team at our offices in Zurich and Geneva. The work location for this position is Zurich. If you have any further questions, just give us a call (+41 41 545 94 94). Please send your CV and cover letter using the application form below. Applications will be processed within two working days.',\n", + " 'soft_skills': '[\"Writing\", \"Professionalism\", \"Infrastructure\", \"Communications\", \"Reliability\", \"Innovation\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Playframework\", \"MySQL\", \"Cascading Style Sheets (CSS)\", \"Postman\", \"Unit Testing\", \"Computer Science\", \"Scala (Programming Language)\", \"Activism\", \"Venture Capital\", \"MongoDB\", \"E (Programming Language)\", \"Levelling\", \"GraphQL\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"Investments\", \"Cloud Services\", \"Web Services\", \"Finance\", \"Digitization\", \"JavaScript (Programming Language)\", \"Redis\", \"Angular (Web Framework)\", \"Investing Online\", \"Java (Programming Language)\", \"Elasticsearch\"]',\n", + " 'languages': \"['English', 'Uzbek']\"},\n", + " {'company_id': '68',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + 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Responsibilities Help us implement security software and solutions that will power customers’ IT infrastructures Apply agile development methodologies to write high quality code that meets security, availability and performance goals Provide support to your different stakeholders Qualifications Basic Bachelor/Master’s degree in Technology/Computer Science Excellent knowledge in German and English (written and spoken) Two+ years’ experience working on projects Knowledge of Public Key Infrastructures and X.509 Strong coding skills in Java Preferred Demonstrate proficiency in one or more of: AWS, Synology, Docker, Playframework, Scala, JCE, HSM, PKCS, ASN.1, JPA/Hibernate, VueJS, asynchronous programming Full stack experience and UX design Ability to meet Swiss Government security screening requirements (background checks) Excellent team player Strong communication skills We offer a competitive benefits package and the opportunity to work in a growing and challenging software company.',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Writing\", \"Governance\", \"Written English\"]',\n", + " 'hard_skills': '[\"Playframework\", \"Docker (Software)\", \"Scala (Programming Language)\", \"Hibernate (Java)\", \"IT Infrastructure\", \"X.509\", \"Programming (Music)\", \"Security Software\", \"Public Key Infrastructure\", \"Computer Science\", \"Java (Programming Language)\", \"Software Development Methodologies\", \"Synology\", \"Agile Product Development\", \"Public Key Cryptography Standards (PKCS)\"]',\n", + " 'languages': \"['English', 'Kikuyu', 'Spanish']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'data-scientist',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.40152931e-01 3.86857748e-01 5.64359128e-01 -2.11751889e-02\\n5.54279625e-01 -1.63345739e-01 8.50075483e-02 2.85801649e-01\\n-3.76474373e-02 -5.54479174e-02 -1.44540608e-01 -1.84721932e-01\\n-2.62196749e-01 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Machine Learning would be a plus Fluent in English (both spoken and written), additional languages are a plus 5+ years relevant experience Benötigte Skills FH Universität ETH Master SQL Python C++ Python JAVA Shell-Scripts Englisch',\n", + " 'soft_skills': '[\"Communications\", \"Investigation\"]',\n", + " 'hard_skills': '[\"Programming (Music)\", \"Shell Script\", \"Computer Science\", \"Statistics\", \"Unix Shell\", \"Visualization\", \"C++ (Programming Language)\", \"Python (Programming Language)\", \"Data Extraction\", \"Dashboard\", \"Machine Learning Methods\", \"Script Writing\", \"C (Programming Language)\", \"Apache Hive\", \"Electrical Engineering\", \"High-Level Architecture\", \"Drawing\", \"Physics\", \"Data Structures\", \"Algorithms\", \"Additives\", \"Scripting\", \"Java (Programming Language)\", \"Parsing\", \"Data Processing\", \"SQL (Programming Language)\"]',\n", + " 'languages': \"['English', 'Cree', 'Assamese', 'Malayalam', 'Swahili']\"},\n", + " {'company_id': 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Science, Master of Chemistry or equivalent Expert in Java (OOP, design patterns, algorithms and data structures) Substantial experience in Java client development (Swing, JavaFX) A more than basic understanding of chemistry, molecules and reactions Good working knowledge in relational databases (Oracle, SQL, JDBC) Broad technology background (C, C++, Git, HTML5, REST, JSON, LDAP, Linux, Windows, OSX, etc) Being fluent in English (German is a plus) Self-motivated learner, cross-platform thinking, good team-player Ihre Chance Send your application to jobs@oneagency.ch Ort: Basel Spezialisierung: HTML C# / C++ / C Linux Sprachen: Deutsch Englisch Job ID: 5514',\n", + " 'soft_skills': '[\"Self-Motivation\", \"Innovation\", \"Creativity\", \"Professionalism\"]',\n", + " 'hard_skills': '[\"Oracle SQL Developer\", \"Agility\", \"Computer Science\", \"Distributed Design Patterns\", \"Linux\", \"HTML5\", \"Cheminformatics\", \"HyperText Markup Language (HTML)\", \"JDBC Driver\", \"C (Programming Language)\", \"C# (Programming Language)\", \"Ldap Client\", \"JavaFX\", \"Swing (Dance)\", \"Data Structures\", \"Chemistry\", \"Relational Databases\", \"Drug Discovery\", \"Algorithms\", \"Git Flow\", \"Java (Programming Language)\", \"JSON\", \"Object-Oriented Programming (OOP)\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '15',\n", + " 'job_title': 'data engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-9.98998433e-02 1.97152644e-01 4.99470174e-01 -1.87371280e-02\\n5.57983756e-01 -4.58676927e-02 2.19857134e-02 2.63412774e-01\\n5.93734831e-02 -3.48637283e-01 9.23671760e-03 -2.26297766e-01\\n-4.41474877e-02 1.25425667e-01 1.01614155e-01 3.50094080e-01\\n2.28653610e-01 1.43700704e-01 -1.61327466e-01 2.42487073e-01\\n2.60273933e-01 -2.27474153e-01 1.46380231e-01 7.42537141e-01\\n3.51047695e-01 7.53103048e-02 -1.22040108e-01 -8.72733742e-02\\n-2.35802457e-01 -2.19702959e-01 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company with offices in Zurich, San Francisco, Belgrade and Makati that aims to advance women’s reproductive health by bringing together artificial intelligence and clinical research. Our wearable device, smart app and proprietary predictive algorithms empower women by giving them unique clinically researched insights and personalized data about their menstrual cycle, fertile window, and pregnancy delivered in a way that’s convenient and non-invasive. Ava was voted Best of Baby Tech at CES 2017, named a Women’s Health “Editors’ Choice” product and has been honoured as the best Swiss startup in 2017 and 2018. Our current key markets include USA, Germany, Switzerland and UK. Would you like to join us on our challenging adventure? Responsibilities: Migrate our research-database setup to a scalable, containerized environment Bring our job workflow management to the next level (Apache Airflow based) Assure research data quality with Continuous Integration (CI) tools and automated test scripts Improve and maintain MongoDB ingestion scripts Improve our PySpark-based big data ETL pipelines and update our Parquet data lake Monitor compliance and extract properties of our clinical studies (incl. automated reporting) for our Clinical team Verify the AI algorithms of our Data Science team using production data, automate output documentation meeting regulatory requirements About you: Master’s degree in Computer Science or equivalent Strong knowledge in Python is a must; knowledge of Git, PySpark, Scala, OOAD and CI is a plus 2+ years of relevant working experience with cloud based, virtual computer environments Experience with ETL pipelines for large data sets Experience with Spark, MySQL and/or MongoDB Knowledge of machine learning algorithms and tools is a plus Ability to work independently with a high sense of responsibility Fluency in English Swiss or EU/EFTA work permit Would you like to contribute to a highly motivated team, with a lot of space for your own initiatives? If yes, please apply online or send your complete application to recruiting(at)avawomen.com. We appreciate that you share our excitement for Ava. Please be aware that only complete applications (CV and motivation letter) can be considered. Ava – Revolutionizing women’s health Moritz Ritter, System Architect and Data Engineering Manager Should you not hear back from us within 3 weeks your application has unfortunately not been successful for the respective role.',\n", + " 'soft_skills': '[\"Research\", \"Team Motivation\"]',\n", + " 'hard_skills': '[\"Non-Invasive Monitoring\", \"Storage Area Network (SAN)\", \"Automation\", \"Data Quality\", \"MySQL\", \"Tooling\", \"Computer Science\", \"Prediction\", \"Fertilizers\", \"Apache Parquet\", \"Continuous Integration\", \"Apache Airflow\", \"Clinical Study Design\", \"Reproductive Health Care\", \"Pyspark\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Research Quality Framework\", \"Maintainability\", \"MongoDB\", \"Levelling\", \"Test Automation\", \"Containerization\", \"Smart Device\", \"Extract Transform Load (ETL)\", \"Pipelining\", \"Minimum Data Set\", \"Data Science\", \"Virtual Computing\", \"Personalization\", \"Artificial Intelligence\", \"Clinical Research\", \"Digital Health Technologies\", \"Big Data\", \"Scalability\", \"Data Lakes\", \"Test Script\", \"Workflow Management\", \"Algorithms\", \"Scripting\", \"Git Flow\", \"Wearables\", \"Virtual Private Cloud\", \"Regulatory Requirements\"]',\n", + " 'languages': \"['English', 'Zulu', 'Kwanyama']\"},\n", + " {'company_id': '49',\n", + " 'job_title': 'software engineer (full time\\xa0and internship)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[ 2.70995289e-01 1.54261723e-01 4.81505841e-01 3.79903391e-02\\n4.55764771e-01 -4.02951419e-01 1.70122653e-01 3.39460611e-01\\n2.01764315e-01 -3.46308976e-01 6.77916482e-02 -1.40374705e-01\\n-1.20104678e-01 -8.68354514e-02 -1.96930729e-02 2.35235572e-01\\n2.26132035e-01 -1.16104046e-02 5.89579064e-03 2.93967962e-01\\n4.99906912e-02 -1.06877416e-01 2.36763552e-01 5.25393128e-01\\n3.78643423e-01 3.06039918e-02 3.54153067e-02 1.29395515e-01\\n-3.73154163e-01 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the function of existing software / coding for cool new features Test and optimize the software running on embedded Linux / make our software fast and stable Navigating a commercial drone via our sensor and have fun REQUIREMENT Proven experience as a software engineer (a must to have for the full time job) Very good C/C++ coding skills Skilled git master, code reviewing, unit_testing, familiar with git pipeline Fluent speaking and writing in English Knowledge of software protection is a plus WHAT WE OFFER Being part of a Startup about to take off A welcoming and driven team Working in the center of Zurich Having fun with drones Good Salary & potentially participation in stock option plan (for the full time job)',\n", + " 'soft_skills': '[\"Writing\", \"Planning\"]',\n", + " 'hard_skills': '[\"Commercialization\", \"C++ (Programming Language)\", \"Incentive Stock Option\", \"Linux\", \"Software Protection\", \"Centering\", \"Git (Version Control System)\", \"Software Coding\", \"Code Review\", \"Pipelining\", \"Software Engineering\"]',\n", + " 'languages': \"['English', 'Valencian']\"},\n", + " {'company_id': '4',\n", + " 'job_title': 'product manager telecommunication solutions for railway',\n", + " 'location': 'Bern',\n", + " 'industry': 'Electrical & Electronic Manufacturing',\n", + " 'website': 'www.abb.com',\n", + " 'jobdescription_embedded': '[[ 1.20637417e-02 1.04530908e-01 5.41997492e-01 -7.03959763e-02\\n3.77606332e-01 -2.75133789e-01 1.06981851e-01 4.33052331e-01\\n-4.81357006e-03 -4.69263554e-01 -5.66322803e-02 -2.97891736e-01\\n-3.26516777e-02 2.88772523e-01 1.12226166e-01 3.97952586e-01\\n2.97778308e-01 1.86051786e-01 -8.69907159e-03 3.03668976e-01\\n2.17061430e-01 -9.03425068e-02 3.48070413e-01 7.74514139e-01\\n4.93026674e-01 5.26818149e-02 8.62484146e-03 -5.77490814e-02\\n-1.35788456e-01 -1.87131271e-01 4.50369000e-01 -1.06034726e-01\\n-8.34701806e-02 -3.31377298e-01 1.51634201e-01 3.53005975e-02\\n-2.58515984e-01 -2.87172914e-01 -7.87074044e-02 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It is part of ABB’s development network with further sites, amongst others, in US, India, and Sweden. We currently have an opening for a Product Manager responsible for Telecommunication Solutions targeted at Railway. In this role, you will oversee the full range of activities generally associated with product management in a highly technical field. Do you have a strong academic background in telecommunications or ITC, complemented by hands-on experience in this field? Are you a proactive professional with the determination and expertise needed to drive our business forward? Let’s write the future. Together.Your responsibilitiesYour backgroundMore about usIt is an exciting time to join ABB Power Grids. ABB and Hitachi have signed an agreement to create a joint venture (JV). By combining ABB Power Grids’ with Hitachi’s complementary strengths, we plan to form a new and stronger global leader in the power sector. ABB Power Grids and Hitachi will have more than 230 years of combined heritage and experience. Together, we will be well-positioned to shape the future of energy, with pioneering technologies, as the partner of choice for enabling a stronger, smarter and greener grid. The transaction is expected to be completed by the first half of 2020, subject to regulatory approvals. Join us on this exciting journey. Bring your very own sense of pride and purpose as you help us drive forward the Fourth Industrial Revolution – creating a sustainable future for our planet, and your career. Join ABB and harness the power of our diverse global network, as you collaborate with and learn from our world-class teams. Above all, challenge yourself every day. Let’s write the future, together. Interested in joining our team? If so, we look forward to receiving your full application (motivation letter, CV, references) only via our online careers tool. A better world begins with you at www.abb.com/careers ABB Switzerland Ltd. Tamara Hofmann Talent Partner Phone: +41 79 627 53 03 www.facebook.com/ABBCareer www.xing.com/companies/abbschweizag www.linkedin.com/company/abb www.instagram.com/abbcareer',\n", + " 'soft_skills': '[\"Collaboration\", \"Proactivity\", \"Writing\", \"Planning\"]',\n", + " 'hard_skills': '[\"Production Management\", \"Tooling\", \"TARGET 3001!\", \"Activism\", \"Library For WWW In Perl\", \"Centering\", \"Component Object Model (COM)\", \"Sustainability\", \"Product Management\", \"Develop Networks\", \"Telecommunications\", \"Joint Ventures\", \"Receivables\", \"Industrialization\"]',\n", + " 'languages': \"['English', 'Galician', 'Azerbaijani']\"},\n", + " {'company_id': '49',\n", + " 'job_title': 'software engineer (full time\\xa0and internship)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[ 2.70995289e-01 1.54261723e-01 4.81505841e-01 3.79903391e-02\\n4.55764771e-01 -4.02951419e-01 1.70122653e-01 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participation in stock option plan (for the full time job)',\n", + " 'soft_skills': '[\"Writing\", \"Planning\"]',\n", + " 'hard_skills': '[\"Commercialization\", \"C++ (Programming Language)\", \"Incentive Stock Option\", \"Linux\", \"Software Protection\", \"Centering\", \"Git (Version Control System)\", \"Software Coding\", \"Code Review\", \"Pipelining\", \"Software Engineering\"]',\n", + " 'languages': \"['English', 'Northern Sami', 'Faroese', 'Dzongkha']\"},\n", + " {'company_id': '33',\n", + " 'job_title': 'data scientist',\n", + " 'location': 'Zug',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.31740057e-01 3.83841336e-01 3.88520598e-01 9.01493505e-02\\n5.69051147e-01 -1.93774179e-02 -2.77277566e-02 2.40062594e-01\\n-4.14609239e-02 -4.04899120e-01 -2.18678340e-02 -2.36729100e-01\\n-1.66668862e-01 6.04390837e-02 1.64613537e-02 5.51508069e-01\\n3.32936347e-01 5.15374467e-02 -2.02081770e-01 3.61722797e-01\\n9.06946361e-02 -3.83038223e-02 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-4.61996377e-01 -4.73354012e-02 -1.41262487e-02]]',\n", + " 'job_description': 'About us We are a professional data consulting and software company from Zug, with a strong focus on Data, Analytics and Artificial Intelligence. We help our clients with deploying proven process frameworks and software tools to ensure effective and efficient data strategy and implementation to the highest data quality standards. As DAI Group, we develop an objective-driven, data-led organisation by embedding analytics in the core of the business and optimise organisations for the future way of working.We help our clients with the latest solutions and techniques in Machine Learning and Automation to deliver the right solution for an efficient business transformation. If you are a wizard in statistics, algorithm theory, computer science, database theory, applied economics or engineering and you would like to work in an environment with startup-spirit, send us your application. Minimum qualifications Master or PhD degree in computer science, physics, applied mathematicsor equivalent practical experience Experience with machine and deep learning systems, statistical data analysis (e.g. linear models, multivariate analysis, stochastic models, sampling methods, etc.) Experience in programming in one or more of the following: Python, R, C/C++or Scala Robust knowledge on Database structures (Oracle, MS SQL) Experience deriving data-driven business insights and effectively communicating actionable recommendations to senior management We are looking for team players with high ethical standards who are willing and able to learn and apply new technologies Preferred qualifications Demonstrated experience with one or more machine learning frameworks: Tensorflow, Keras, Theano, Scikit, etc. Experience with machine learning on large datasets Experience with graph databases and enterprise knowledge graphs Ability to draw conclusions from data and to recommend actions Familiar with context analysis, NLP and word embeddings Experience with working in project environments using agile methodology Demonstrated leadership and self-direction. About the job At DAI group, data drives all of our decision-making. Using analytical methods, you mine through data to identify opportunities for our client to operate more efficiently. Your area of application vary from e.g. solving context related problems with neural networks to optimization of models for customer behaviour with genetic algorithms or reinforcement learning. You will deal with large volume of structured and unstructured data to store, cleanse and train. As a data scientist, you will support the project insights gained from analysing company data. The candidate must have good experience using a variety of data analysis methods, using a variety of data tools, helping building and implementing models. The candidate will have a passion for discovering solutions hidden in large data sets and working with stakeholders to improve business outcomes. Interested? Please send your CV, references and a motivation letter to us.',\n", + " 'soft_skills': '[\"Leadership\", \"Professionalism\", \"Management\", \"Communications\", \"Operations\", \"Decision Making\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Automation\", \"Data Quality\", \"Tooling\", \"Programming (Music)\", \"Context Analysis\", \"Genetic Algorithm\", \"Business Efficiency\", \"Help Authoring Tool\", \"Theano (Software)\", \"Computer Science\", \"Analytics\", \"Knowledge Graph\", \"Statistics\", \"Machine Learning\", \"Database Storage Structures\", \"Scala (Programming Language)\", \"Python (Programming Language)\", \"Database Theory\", \"Sampling (Statistics)\", \"E (Programming Language)\", \"Machining\", \"Embedding\", \"Dataset\", \"Keras (Neural Network Library)\", \"Word Embedding\", \"Machine Learning Methods\", \"Minimum Data Set\", \"Unstructured Data\", \"Linear Model\", \"C (Programming Language)\", \"Agile Methodology\", \"Eclipse Process Framework\", \"R (Programming Language)\", \"Artificial Intelligence\", \"TensorFlow\", \"Computability Theories\", \"Deep Learning\", \"Multivariate Analysis\", \"Survey Data Analysis\", \"Drawing\", \"Stochastic Modeling\", \"Applied Physics\", \"Recurrent Neural Network (RNN)\", \"Graph Database\", \"Language Experience Approach\", \"Algorithms\", \"Business Transformation\", \"Derivatives\", \"Reinforcement Learning\", \"SQL (Programming Language)\", \"Applied Economics\", \"Data Analysis\"]',\n", + " 'languages': \"['English', 'Kirghiz', 'Castilian', 'Kurdish']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.94451922e-01 2.88712293e-01 4.79655236e-01 -3.42757665e-02\\n3.94566208e-01 -1.11883506e-01 -3.18306983e-02 2.08265081e-01\\n-1.29073679e-01 -3.08327973e-01 -1.38809383e-01 -2.45947987e-01\\n-3.04558307e-01 2.12930962e-02 1.05452396e-01 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framework e.g. Spark, Hadoop Experience with version control systems (e.g. Git) and cloud technologies (e.g. AWS) Interest in large scale data mining and machine learning is desirable Knowledge of client-side technologies (e.g. JavaScript, Angular, React) is a plus Bachelor/MSci/PhD degree in Computer Science or equivalent Ability to communicate well in English and to thrive in a peer-driven engineering culture Benötigte Skills Scala JAVA C++ Python Python Bash Perl Python JavaScript Angular Englisch',\n", + " 'soft_skills': '[\"Communications\", \"Reliability\"]',\n", + " 'hard_skills': '[\"Control Systems\", \"Distributed File Systems\", \"Python Server Pages\", \"Knowledge Process Outsourcing\", \"Computer Science\", \"Perl (Programming Language)\", \"Message Handling Systems\", \"Build Tools\", \"Scale (Map)\", \"C++ (Programming Language)\", \"Scala (Programming Language)\", \"Version Control\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Transformation\", \"Microservices\", \"Pipelining\", \"React.js\", \"Machine Learning Methods\", \"Stream Processing\", \"JavaScript (Programming Language)\", \"Performance Metric\", \"Bash (Scripting Language)\", \"Architectural Patterns\", \"Electronic Data Processing\", \"Data Mining\", \"Java Data Mining\", \"Angular (Web Framework)\", \"Modulation\", \"Batch Processing\", \"Resourcing\", \"Algorithms\", \"Git Flow\", \"Amazon Data Pipeline\", \"Java (Programming Language)\", \"Data Ingestion\", \"Cloud Technologies\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '57',\n", + " 'job_title': 'software engineer - c# -',\n", + " 'location': 'Switzerland',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.64772525e-01 2.76807666e-01 5.46194911e-01 -1.78663999e-01\\n4.68478411e-01 -3.67524981e-01 2.13195235e-01 4.24296647e-01\\n-8.17956924e-02 -3.46826196e-01 -8.41753632e-02 -2.51772672e-01\\n-5.15617654e-02 7.74513632e-02 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This role is a permanent position based in Zug Canton. Your Role: Support the development of a new software platform for the operation of future machines. Assist in the design & implementation of operating software in C # with the .NET Framework. Actively participate within a motivated Scrum team. Utilize agile development methods & tools (TDD, BDD). Your Skills: Sound software knowledge & experience in C#. Good database experience & know-how (entity framework, SQL server). Interested in GUI programming (WPF), experience in this area is advantageous. Your Profile: Completed Computer science university degree. Innovative, precise, adaptable & dynamic. Self-driven, systematic, time-conscious & a networked mindset. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " 'soft_skills': '[\"Innovation\", \"Adaptability\", \"Operations\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Test-Driven Development (TDD)\", \"Activism\", \"Programming (Music)\", \"Receivables\", \"C# (Programming Language)\", \"Knowledge Management Software\", \"Scrum (Software Development)\", \"Computer Science\", \"Machining\", \"Microsoft SQL Servers\", \"Agile Product Development\", \"Vienna Development Methods\", \"Entity Framework\", \"Software Engineering\", \".NET Framework\"]',\n", + " 'languages': \"['English', 'Afar']\"},\n", + " {'company_id': '65',\n", + " 'job_title': 'phd student – early stage researcher: mechanoregulation of bone remodeling in type 2 diabetes using hrpqct in vivo patient data',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Colleges & Universities',\n", + " 'website': '',\n", + " 'jobdescription_embedded': 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Interdisciplinary training and implementation of innovative approaches are key. Within this consortium, we will comprehensively unravel the genetic and environmental mechanisms that contribute to bone fragility in diabetes, identify predictors and clinical markers for patient stratification, decipher the underlying molecular mechanisms of bone fragility in diabetes, and establish potential interventions through a personalised medicine approach. Project background The project will address different aspects of diabetic bone disease from the viewpoints of epidemiology, genetics, miRNAs, microbiome, bone biology, bone biomechanics and microstructure, preclinical and clinical research. It will utilise advanced imaging and computational approaches, diabetes mouse models and access to clinical cohorts and registry data to obtain a comprehensive overview of how these mechanisms combine in diabetes to cause increased fracture risk. With this interdisciplinary approach, we can explore the impact of biological pathways in mouse models and/or humans, and interactions with diet, exercise and other exposures. Collaborations with industry will allow early identification of IP, access to state of the art technologies, and will complement the academic ESR training programme with entrepreneurship and industrial mentoring. This project will be completed at the Institute for Biomechanics, which is a multidisciplinary research unit dedicated to the biomechanical investigation of the musculoskeletal system from macro (organ) to micro (cell) down to nano (molecule) with more than 100 scientists working in the Institute. Professor Müller as the Head of the Laboratory for Bone Biomechanics has pioneered microtomographic imaging (microCT) of biological tissues both in vitro and in vivo, a technology that has been commercialized as a spin-off from ETH Zurich in the mid-1990s and is now successfully used in hundreds of laboratories and companies around the globe for research and development. The research the Laboratory is currently pursuing employs state-of-the-art biomechanical testing and simulation techniques as well as novel bioimaging and visualization strategies for musculoskeletal tissues. Today, these techniques are successfully employed for the quantitative assessment and monitoring of structure function relationships in tissue regeneration, growth and adaptation. These approaches are now often used for precise phenotypic characterization of tissue response in mammalian genetics, mechanobiology as well as tissue engineering and regenerative medicine. More information about the laboratory can be found at www.bone.ethz.ch. Job description Your PhD project: You will develop novel bone imaging and computational methods for mechanobiological bone remodeling studies from bench (supercomputer) to the bedside (clinical computing) in the hospital environment. These approaches will then be used to investigate the effects of diabetes on local mechanoregulation of bone remodeling in T1D and T2D as well as appropriate controls, identifying its relationship to bone fragility, and the biomarkers, which are directly linked to this impairment in mechanoregulation. This will allow to describe alterations in the mechanobiological control of bone remodelling in T2D and identification of novel biomarkers predicting disturbed mechanoregulation in T2D patients using state-of-the-art high-resolution patient imaging and computational modeling. Secondments: You will embark on secondments to other FIDELIO partners (USFD (UK), IBM (CH)) to access experimental models or tools or receive training not available in the home laboratory. This will include training in how HRpQCT imaging is used in clinical practice in Sheffield as well as code optimization at IBM in Zurich. Total secondment time is 4 months. Benefits of working in an ITN: You will be working within our highly international group of more than twenty researchers with experience in a broad range of sciences. You will get in contact with the other members of this international consortium and will benefit from the joint training platform to develop skills necessary for developing a thorough understanding of the mechanisms of Diabetes and the bone metabolism and for obtaining industry skills. Your profile Applicants must hold a MSc or equivalent in the field of biomedical engineering, mechanical engineering, electrical engineering or a related discipline. Applicants must have a solid knowledge of computer modeling and simulation using Python. Experience with imaging and image processing is desired. Strong interest to work with human clinical data is a prerequisite. Applicants can be of any nationality. Applicants must have the ability to understand and express themselves in both written and spoken English to a level that is sufficiently high for them to derive the full benefit from the network training. Applicants must be eligible to enroll on a PhD program at the host institution. In addition: H2020 MSCA Mobility Rule: researchers must not have resided or carried out their main activity (work, studies, etc.) in the country of the host organization (Switzerland) for more than 12 months in the 3 years immediately before the recruitment date. Compulsory national service, short stays such as holidays, and time spent as part of a procedure for obtaining refugee status are not taken into account. H2020 MSCA eligibility criteria: Early Stage Researchers (ESRs) must, at the date of recruitment by the host organization, be in the first four years (full-time equivalent research experience) of their research careers and have not been awarded a doctoral degree. Full-Time Equivalent Research Experience is measured from the date when the researcher obtained the degree entitling him/her to embark on a doctorate (either in the country in which the degree was obtained or in the country in which the researcher is recruited, even if a doctorate was never started or envisaged). ETH Zurich ETH Zurich is one of the world’s leading universities specialising in science and technology. We are renowned for our excellent education, cutting-edge fundamental research and direct transfer of new knowledge into society. Over 30,000 people from more than 120 countries find our university to be a place that promotes independent thinking and an environment that inspires excellence. Located in the heart of Europe, yet forging connections all over the world, we work together to develop solutions for the global challenges of today and tomorrow. Working, teaching and research at ETH Zurich Get connected Interested? We look forward to receiving your online application. Please note that we exclusively accept applications submitted through our online application portal. Applications via email or postal services will not be considered. Planned key dates: Recruitment event in Rome: 25 November 2019 Expected start date: 1 January 2020 Further information about the Laboratory for Bone Biomechanics at the Institute of Biomechanics, ETH Zurich can be found on our website www.bone.ethz.ch. For further information on the job, please contact Dr. Caitlyn Collins, email caitlyn.collins@hest.ethz.ch (no applications).',\n", + " 'soft_skills': '[\"Research\", \"Adaptability\", \"Collaboration\", \"Planning\", \"Investigation\", \"Hospitality\", \"Innovation\", \"Teaching\"]',\n", + " 'hard_skills': '[\"Research Experiences\", \"Tooling\", \"Accessioning\", \"Molecular Mechanics\", \"Human Musculoskeletal Systems\", \"IP Access Controllers\", \"Interactivity\", \"Forging\", \"Prediction\", \"Genetics\", \"Staging\", \"Regenerative Medicine\", \"Mechanicals\", \"Industrialization\", \"Visualization\", \"Metabolism\", \"Activism\", \"Biomechanical Engineering\", \"Alterations\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Python (Programming Language)\", \"Biomechanics\", \"Levelling\", \"Multidisciplinary Research\", \"Experimentation\", \"Bones\", \"Clinical Practices\", \"DR-DOS\", \"Environmentalism\", \"Hosting\", \"Mobility\", \"Entrepreneurship\", \"Image Processing\", \"Short Message Service\", \"Library For WWW In Perl\", \"Biology\", \"Electrical Engineering\", \"Accounting\", \"High Resolution Transmission (HITRAN)\", \"Clinical Research\", \"Supercomputing\", \"Mechanical Engineering\", \"Biomedical Engineering\", \"Tissue Engineering\", \"Simulations\", \"Genetic Epidemiology\", \"Humanism\", \"Imaging\", \"Receivables\", \"Clinical Data Warehouse\", \"Macros\", \"Research And Development\", \"Phenotyping\", \"Additives\", \"Microstructure\", \"Derivatives\", \"Job Descriptions\", \"Commercialization\", \"National Lifeguard Service\", \"Advanced Imaging Technology\", \"Controllability\"]',\n", + " 'languages': \"['English', 'Bengali']\"},\n", + " {'company_id': '28',\n", + " 'job_title': 'software engineer i',\n", + " 'location': 'Winterthur',\n", + " 'industry': 'Other Retail Shops',\n", + " 'website': 'www.vistaprint.com',\n", + " 'jobdescription_embedded': '[[-1.46163195e-01 1.71113238e-01 4.66797113e-01 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-5.29431030e-02\\n1.21237785e-01 3.54982376e-01 -8.47932398e-02 -3.24981809e-02\\n5.56366026e-01 3.49633768e-02 -2.62598097e-01 -1.38372853e-01\\n-1.42973945e-01 -2.48511657e-01 -1.18724197e-01 -1.47465661e-01\\n2.76193291e-01 -3.24781716e-01 -1.02952160e-01 -8.32249597e-02\\n6.20683730e-02 -2.88561851e-01 1.18765853e-01 -2.90831700e-02]]',\n", + " 'job_description': 'Welcome to Cimpress, the world leader in mass customization. We are audacious, innovative, and growing. Are you ready to work for one of the biggest companies in the Mass Customization industry? Cimpress is, with offices in over 20 countries and counting, a true global company. Our business successfully brings print and mass customization to the 21st century. In our team, we develop software and capabilities to make customized products available to everyone. Our products range from T-Shirts to business cards – you name it, we print it! In total, we are capable of producing over 80 million unique products. Founded in 1995, we are constantly growing and will continue to do so in the future. We are about to disrupt the entire industry, are you ready to join us and contribute? Your role will involve: As a technologist, you’ll be working in a cloud-first environment, while contributing to a series of microservices with a large focus on user interfaces. With a strong attention to detail, you are willing to develop a UI more than just make it functional. As a person with an interest in UI, you see nuances in design, such as unusual spacings, sizes, colors, and inconsistencies in different parts of the same app. As a human, you’ll be working in a fun environment where teams organize events throughout the year (Pizza lunches, Friday afternoon beers, monthly tech talks, video and board games nights), and also make connections outside the office (yes, we love the Swiss mountains). Additionally, being able to work from home and flexible work hours support the needs of ones personal life. To be a bit more specific, you will be responsible for the software development of components that are part of Fulfillment in our Mass Customization Platform. The role is part of a team of cross-functional software engineers that focus in the Fulfillment space. As such we offer business critical APIs with high traffic and focus focus on scalability and resilience as well as prototyping new features and microservices. As the platform is continuously improved, you will see and feel instantly your impact. Understanding the needs of our users and how they experience our applications is a big part of your job. Your responsibilities include everything from implementing new applications and handling data, to debugging and communicating with our users. Being in a small team, you will have a lot of freedom to make your own choices which comes with a lot of responsibility which you should feel comfortable with. About you: Micro-interactions like animations and proper colors is interesting for you. With a feeling for layout, UI composition, and which UI element to use for the job, your designs using our platform components achieve the right harmony and balance.You are able or are willing to learn developing in a cloud-first environment, and deploying and running services in the cloud (we use AWS and their offerings like CloudFront, S3, Lambda, etc.)You have an agile mindset. You are willing to innovate and explore solutions by interpreting the corporate strategy. And you’ll have persistence to stabilize, improve and monitor existing services.You have strong experience in one or more programming languages and remain open to learn new ones (the most of our code is in Node.js but we experiment frequently)Preferably, you have experience in a web framework like React, Vue or Angular (we primarily use Vue)You are able to fluently write and speak in English, and are open to work in a multi-cultural environment. We offer: All you need to get your job done: From a competitive salary to a relocation package, health insurance, above-standard pension contributions, and travel expenses.All you need to become a better technologist: Probably the most challenging and interesting environment in the mass customization and printing industry. Using state-of-the-art software engineering and deployment strategies and tools.All you need to grow: Working with exceptional technologists. And professionals across various roles and disciplines. And responsibility to grow in your team as well as with your team. Equal Opportunity Employer Cimpress is an Equal Employment Opportunity Employer. All qualified candidates will receive consideration for employment without regard to race, color, sex, national or ethnic origin, nationality, age, religion, citizenship, disability, medical condition, sexual orientation, gender identity, gender presentation, legal or preferred name, marital status, pregnancy, family structure, veteran status or any other basis protected by human rights laws or regulations. This list is not exhaustive and, in fact, in many cases we strive to do more than the law requires.',\n", + " 'soft_skills': '[\"Writing\", \"Professionalism\", \"Resilience\", \"Communications\", \"Presentations\", \"Innovation\", \"Persistence\"]',\n", + " 'hard_skills': '[\"Disabilities\", \"Tooling\", \"Human Rights Issues\", \"Agility\", \"KM Programming Language\", \"Interactivity\", \"Vue.js\", \"Web Frameworks\", \"Industrialization\", \"Compositing\", \"Intelligence Data Handling\", \"Node.js\", \"Prototyping\", \"Medic\", \"Business Card Design\", \"Microservices\", \"Software Engineering\", \"React.js\", \"Learning Development\", \"Corporate Strategy\", \"Probability\", \"Cross-Functional Coordination\", \"Animations\", \"Equalization\", \"Personalization\", \"Mass Customization\", \"Scalability\", \"Receivables\", \"Humanism\", \"Angular (Web Framework)\", \"Online Focus Groups\", \"Software Development\", \"Amazon Cloudfront\", \"Coloring\", \"User Interface\", 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inference Writing production code with Spark and Scala and creating advanced pipelines with Luigi Working with git on github, various services on AWS, Jira and Confluence with an agile software development culture Your profile: Deep knowledge in Scala, Java or C++ and strong skills in either Python or Bash Expertise in using Spark, Hadoop, etc. for scalable data processing and machine learning Understanding and experience in various machine learning algorithms Experience in applying machine learning and deep learning for real-world applications In-depth understanding of concepts such as algorithms, networking and internet technology Able to communicate well in English and to thrive in a peer-driven engineering culture Benötigte Skills Scala C++ JAVA Python Python Bash Englisch',\n", + " 'soft_skills': '[\"Communications\", \"Writing\"]',\n", + " 'hard_skills': '[\"Python Server Pages\", \"Luigi (Python Package)\", \"Prediction\", \"Machine Learning\", \"Project Management Life Cycle\", \"C++ (Programming Language)\", \"Scala (Programming Language)\", \"Python (Programming Language)\", \"Pipelining\", \"Machine Learning Methods\", \"Github\", \"Agile Software Development\", \"Machine Learning Algorithms\", \"Bash (Scripting Language)\", \"Electronic Data Processing\", \"Deep Learning\", \"Atlassian Confluence\", \"Software Development\", \"Algorithms\", \"Production Code\", \"Git Flow\", \"JIRA Studio\", \"Java (Programming Language)\", \"Data Processing\"]',\n", + " 'languages': \"['English', 'Pashto', 'Yoruba', 'Yoruba', 'Slovak']\"},\n", + " {'company_id': '82',\n", + " 'job_title': 'big data engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Staffing & Outsourcing',\n", + " 'website': 'www.nicollcurtin.com',\n", + " 'jobdescription_embedded': '[[-3.59203309e-01 2.84078747e-01 4.03332740e-01 7.03492612e-02\\n6.18659675e-01 -2.21305519e-01 -3.66830193e-02 4.68001425e-01\\n-9.57974698e-03 -3.22790772e-01 -1.28672332e-01 -1.54692918e-01\\n-7.85306841e-02 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This bank has always been at the forefront of technology advancements and development of banking applications, and they currently need a Big Data DevOps Engineer. As the Big Data DevOps Engineer in Zurich, you will have the opportunity to build and maintain a big data platform along with a team of engineers and systems experts. You will be responsible for deploying, automating, maintaining, troubleshooting, and improving the systems that keep the back-end infrastructure running smoothly. Some key skills you will need for this role; Cloudera Hadoop administration/engineering experience, understanding of Linux engineering, Cluster management skills, ability to support incident management skills which means good customer-facing skills as well, and good problem-solving skills. Additionally, skills with Tableau administration, Control-M or Rundeck exposure as well as knowledge of SQL syntax will be very desired. This is for a contract job with an initial duration of six months. To apply for this Big Data DevOps Engineer job within banking in Zurich, please forward your CV to ameya.khare@nicollcurtin.com.',\n", + " 'soft_skills': '[\"Infrastructure\", \"Troubleshooting (Problem Solving)\", \"Management\", \"Problem Solving\"]',\n", + " 'hard_skills': '[\"Automation\", \"Syntax\", \"Tableau (Business Intelligence Software)\", \"Back End (Software Engineering)\", \"Banking\", \"Data Management Platforms\", \"Expert Systems\", \"Additives\", \"Component Object Model (COM)\", \"Linux\", \"Maintainability\", \"Control-M (Batch Scheduling Software)\", \"Incident Management\", \"Big Data\", \"SQL (Programming Language)\", \"DevOps\", \"Rundeck\"]',\n", + " 'languages': \"['English', 'Chuang', 'Afrikaans', 'Afar']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'big data developer / data engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'IT Services',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.13305146e-01 2.71299779e-01 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Your responsibilities Developing a high-quality code base for the data pipelines Interacting with the data scientists, business analysts and IT engineers to define data needs & provide solutions Maintenance of the databases, data lakes and data pipeline orchestration Development, provisioning and monitoring of data products …room for own data / engineering projects Your profile At least one year experience in a similar data science environment Well versed in Scala and/or Java Your focus is on developing high-quality software incl. unit & integration tests You have worked with distributed computing technologies like Apache Spark You are open for new technologies and challenges Nice-to-Have: Experience with SQL und noSQL databases Experience with Python You are familiar with cloud computing services like AWS or Google Cloud Knowledge of data science concepts is a strong plus Your chance Apply now: jobs@oneagency.ch! Ort: Zürich Spezialisierung: JAVA Entwicklung SQL Sprachen: Deutsch Englisch Job ID: 2371',\n", + " 'soft_skills': '[\"\"]',\n", + " 'hard_skills': '[\"Apache Spark\", \"NoSQL\", \"Nice (Unix Utility)\", \"Interactivity\", \"Azure Data Lake\", \"Data Engineering\", \"Distributed Computing\", \"Software Quality Management\", \"Integrity Testing\", \"Python (Programming Language)\", \"Data Science\", \"Google Cloud\", \"Project Engineering\", \"Data Lakes\", \"Amazon Data Pipeline\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Cloud Computing\", \"Documentation Based Coding\"]',\n", + " 'languages': \"['English', 'Catalan', 'Telugu', 'Latvian']\"},\n", + " {'company_id': '55',\n", + " 'job_title': 'sports statistician (data collection)',\n", + " 'location': 'Bern',\n", + " 'industry': 'Computer Hardware & Software',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[ 4.38705273e-02 2.73132533e-01 4.56359893e-01 -1.44988209e-01\\n4.08261806e-01 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This is a great part-time position and as such, students are very welcome to apply. No prior reporting knowledge is required, full training included. Job requirements: Good knowledge of the rules of Volleyball/HandballClear and understandable spoken EnglishWillingness to travel to sports venues (driver’s license or travel card is an advantage)Availability to attend sports events, including on weekdays and/or weekends We offer attractive payment and performance-based bonus system. How to apply: Are you ready to join the Genius Sports team? Sign up today at https://www.geniussports.com/statisticians Job Type: Part-time Location: Bern, BE (Preferred) Language: English (Required) ',\n", + " 'soft_skills': '[\"Positivity\"]',\n", + " 'hard_skills': '[\"Library For WWW In Perl\", \"Component Object Model (COM)\", \"Performance-Based Budgeting\", \"Job Descriptions\", \"Licensing\", \"Mobility\"]',\n", + " 'languages': \"['English', 'South Ndebele', 'Tigrinya']\"},\n", + " {'company_id': '28',\n", + " 'job_title': 'system engineer/software architect',\n", + " 'location': 'Basel',\n", + " 'industry': 'Logistics & Supply Chain',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.64869174e-01 3.85053575e-01 3.95698398e-01 -1.61884844e-01\\n6.15215302e-01 -2.24121884e-01 -5.91625869e-02 3.05320650e-01\\n-3.99088534e-03 -2.18617037e-01 -2.53245503e-01 -2.97860265e-01\\n4.53472324e-02 1.81709051e-01 2.01436341e-01 3.89436781e-01\\n3.96493644e-01 8.56631175e-02 -8.66634697e-02 3.60118330e-01\\n4.00876701e-02 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-2.46062875e-01 -7.01899156e-02 7.41070230e-03]]',\n", + " 'job_description': 'System Engineer/Software Architect - Basel Jocelyn Blackham is recruiting for a System Engineer/Software Architect to join a company in the Medical Device industry at their site based in Basel on a contract basis for 12 months, with the possibility of extension. This role will sit in the Packaging and Device Development (PDD) department focusing on the development of software as medical device (SaMD) projects using state-of-the-art system engineering practices. This highly interactive role will work with cross-functional teams and support various development activities including system conceptualization, system requirement definition, risk assessment, system verification and clinical validation. The main purpose of the role will be to: Design and implement system engineering approach to support the development and life cycle management of complex products and platforms in the areas of connected drug delivery devices, digital technologies, and SaMD. Demonstrate strong technical know-how at system level and guide the development team to use structured system engineering approach for product development. Utilize the system engineering tool for requirement management and translate user and business needs into system/sub-system requirements. Actively maintain and monitor the traceability from the requirements to the verification activities. Further responsibilities will include: Be the representative of system engineering for the communications with cross-divisional teams, programs, and stakeholders. Author relevant design history files and GMP compliant documentations. In order to be considered for this role, you will be required to have the following qualifications, skills and experience:- Experience with Cloud and IoT architecture and technologies for complex systems. Experience with research, prototypes and PoC activities. Bachelor or more advanced degrees in Biomedical Engineering, Systems Engineering, Electrical Engineering, Computer Science, or other relevant disciplines. Prior experience covering the medical device or SaMD development from concept to commercial launch. Well-versed in medical device or SaMD development, Quality Management System, and regulatory processes (ISO 13485; IEC 60601, 62304, 82304). This is an excellent opportunity to join a leading medical device and pharmaceutical industry. For more information or to apply for this position, please contact Jocelyn Blackham on 0041 (0) 782 516 595 or email jblackham@ckqls.ch. Please could you send any correspondence in English. Please quote reference 46936 in all correspondence.',\n", + " 'soft_skills': '[\"Communications\", \"Research\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Systems Implementations\", \"System Requirements\", \"Systems Engineering\", \"Interactivity\", \"Computer Science\", \"Requirements Management\", \"Project Management Life Cycle\", \"Industrialization\", \"Medical Device Development\", \"Activism\", \"Maintainability\", \"Prototyping\", \"Levelling\", \"Translations\", \"Quality Management Systems\", \"Traceability\", \"Flood Risk Assessments\", \"Conceptualization\", \"Medical Devices\", \"Digital Technology\", \"Electrical Engineering\", \"Management Systems\", \"Biomedical Engineering\", \"Cross-Functional Team Leadership\", \"Validations\", \"Structural Systems\", \"Pharmaceuticals\", \"Dose Verification Systems\", \"Language Experience Approach\", \"Functional Skills Qualification\", \"IEC 60601\", \"Commercialization\", \"Agile Product Development\", \"Quality Management\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '27',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Banks & Building Societies',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.03804046e-01 3.90768409e-01 4.67769086e-01 -8.77881497e-02\\n4.87570196e-01 -7.82477483e-02 4.64432091e-02 2.35845342e-01\\n-3.25662307e-02 -4.09615815e-01 -2.12051362e-01 -1.85173452e-01\\n-3.37314159e-02 2.85892887e-03 8.85701180e-02 3.81983519e-01\\n4.20859516e-01 5.20653501e-02 -1.77889988e-01 2.62596428e-01\\n-2.63112150e-02 -4.84103486e-02 8.93685222e-02 7.05695868e-01\\n3.66484374e-01 -4.07317001e-03 -3.99812683e-02 1.14762597e-02\\n-1.80528551e-01 -2.61936098e-01 4.66465175e-01 -1.29114725e-02\\n-1.05974756e-01 -2.18961939e-01 1.30097687e-01 1.13381878e-01\\n-2.33863339e-01 6.26446605e-02 -1.02193907e-01 8.27504918e-02\\n-4.65156496e-01 -2.15260744e-01 4.61863503e-02 1.69673450e-02\\n-2.73656785e-01 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applications. You will be responsible for providing the design, development, configuration and maintenance for changes on existing systems and also for introducing new applications and interfaces with other systems. You will be developing highly complex applications with the goal of streamlining business operations and improving overall user and/or customer experience. The ideal candidate is a self-starter with a strong desire to increase efficiency and make an impact while creatively collaborate and execute team goals contributing to the Bank’s vision towards digital transformation. Key responsibilities Work with experienced engineers to design and develop new modules and/or applications Undertake the technical ownership of Cembra Money Bank’s Applications Integrate with the existing applications portfolio as well as third parties’ software Contribute towards the timely completion of development tasks for change initiatives and projects Liaise with production support and operations teams for Troubleshooting of production software and bug fixing (level 3 support) Maintain the highest code quality standards Willing to understand all aspects, functional/business and technical, of the applications on which you work on so that you can be greatly effective Continually learn and apply relevant software development practices, patterns, tools and technologies and actively contribute to the Bank’s technical selections/decisions Your profile Master or Bachelor in Computer Science (or equivalent degree) 5+ years’ of backend or distributed systems Java development knowledge (EE/Spring) Web technologies (SOAP, Rest), experience in Service-Oriented (SOA) and Microservice (MSA) architecture and strong understanding of software design patterns & object oriented principles Knowledge of messaging systems, Java applications servers (WAS, JBoss, Tomcat) and relational databases and also working experience with common networking, infrastructure, operating systems and security fundamentals A solid grasp on software engineering practices (e.g. thorough code reviews, unit tests, deep focus on quality, design documentation) Team player who quickly and easily adapts to changing situations, not afraid to take end-to-end ownership of tasks and responsibilities while displaying genuine commitment Working experience with FE development and javascript frameworks is considered a plus Good communication skills and an open style to provide transparency to management Fluent in English, German is a plus Contact Rahel Züllig HR Manager About Us Cembra Money Bank AG is a leading Swiss provider of consumer finance products and services. Its product range includes personal loans, auto leases and loans, credit cards and insurance sold with those products as well as invoice financing, deposit and savings products. Headquartered in Zurich-Altstetten, the Bank has operations across Switzerland via a network of 16 branches as well as alternative sales channels such as the Internet, credit card partners, independent agents and 4,000 car dealers. Cembra Money Bank AG is an independent Swiss bank and has been listed on the SIX Swiss Exchange since 2013. It has over 880 employees from 37 nations and 911,000 customers. On 1 July 2019 Cembra announced the acquisition of the consumer finance provider cashgate.',\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Business Operations\", \"Collaboration\", \"Self Starter\", \"Management\", \"Operations\", \"Integration\", \"Creativity\", \"Troubleshooting (Problem Solving)\", \"Sales\"]',\n", + " 'hard_skills': '[\"Distributed File Systems\", \"Tooling\", \"Streamlining\", \"Software Development Life Cycle\", \"Unit Testing\", \"Computer Science\", \"Message Handling Systems\", \"Consumables\", \"Staging\", \"Credit Card Applications\", \"Activism\", \"Alternators\", \"Software Design Patterns\", \"Maintainability\", \"E (Programming Language)\", \"Application Servers\", \"Levelling\", \"Digital Transformation\", \"Common Language Infrastructure\", \"Adapters\", \"Executable\", \"Network Infrastructure\", \"Microservices\", \"Software Engineering\", \"Operating Systems\", \"Java Application Server\", \"Application Portfolio Management\", \"Finance\", \"Personalization\", \"Production Support\", \"Service-Oriented Modeling\", \"Code Review\", \"JavaScript Frameworks\", \"Software Design\", \"Quality By Design (QbD)\", \"Modulation\", \"Productivity Software\", \"Banking\", \"Software Development\", \"Relational Databases\", \"Loans\", \"Customer Experience\", \"Simple Object Access Protocol (SOAP)\", \"Transparency (Projection)\", \"NGBSS (SOA Integration Framework)\", \"Java (Programming Language)\", \"Custom Backend\", \"Apache Tomcat\"]',\n", + " 'languages': \"['English', 'French', 'Kongo']\"},\n", + " {'company_id': '122',\n", + " 'job_title': 'software support engineer (fr, ch, be, lu)',\n", + " 'location': 'Bern',\n", + " 'industry': 'Internet',\n", + " 'website': 'www.therefore.ca',\n", + " 'jobdescription_embedded': '[[-1.55777916e-01 2.44646162e-01 4.60761309e-01 1.32202441e-02\\n4.27852601e-01 -1.70495957e-01 1.49829969e-01 5.15513301e-01\\n1.98983215e-02 -4.21885222e-01 -5.19852787e-02 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The ideal candidate should bring a number of the following qualifications to the table: Bachelor's degree in computer science, engineering, math, or the physical sciences. Communicate effectively in person, on the phone, and electronically while maintaining professionalism. Think with a clear mind and develop clever and useful solutions. Excellent knowledge of Microsoft server and client software. Knowledge of database technology. Knowledge of scripting and SQL is a plus. Intelligence, motivation, and a team player attitude. Native French and fluent English speaking, German is a bonus. The Job:Main responsibilities include: Provide support via phone, web, and email to our resellers and customers. Consult and develop effective relationships with our reseller's technical support staff. Support and advise our reseller’s technical staff in designing the most efficient architecture for complex projects Test Therefore software Assist with creating resources such as Knowledge Base articles This is a home-based contractor position with up to 30% travelling required. As the main goal of this role is to provide support for the French speaking countries, the ideal candidate must be located in France, Belgium or Switzerland. The Rewards: A challenging and diversified job in an internationally oriented, rapidly growing company. A flexible work environment with the freedom to work from anywhere with an internet connection. Technical training and a competitive salary. An international, highly motivated and creative team to support you every step of the way. If these tasks sound like something you would enjoy, we want to hear from you! We look forward to receiving your application at career@therefore.net.\",\n", + " 'soft_skills': '[\"Professionalism\", \"Communications\", \"Creativity\", \"Positivity\", \"Consulting\"]',\n", + " 'hard_skills': '[\"Projective Tests\", \"Internet Connection Sharing\", \"Knowledge Base\", \"Advising\", \"Resourcing\", \"Electronics\", \"Scripting\", \"Personalization\", \"Microsoft Servers\", \"Maintainability\", \"Computer Science\", \"Knowledge Management Software\", \"Therapeutic Support Staff\", \"SQL (Programming Language)\", \"Physical Science\", \"Technical Training\", \"Receivables\", \"Technical Support\"]',\n", + " 'languages': \"['English', 'Tswana', 'Church Slavonic', 'Slovenian']\"},\n", + " {'company_id': '84',\n", + " 'job_title': 'data analyst',\n", + " 'location': 'Saint-Saphorin',\n", + " 'industry': 'Industrial Manufacturing',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.78203219e-01 4.10573363e-01 4.10321146e-01 1.62926480e-01\\n6.37564957e-01 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detailed reviews with the business owners and identify the use of data and understand calculations and derivations Partner with technology to understand where data already exists in the shared platform and ensure that data is not duplicated Explore and evaluate new concepts, technologies and industry trends related to data analytics We are looking for someone with the following experience Experience in data quality management Experience with using data profiling tools to query the data, identify anomalies, gaps and issues Experience manipulating and analyzing large-scale data sets, performing root cause analysis, driving data and business requirements Experience in scripting (Python, Perl, JavaScript, Shell) Experience working BI reporting tools is a plus General awareness of data management practices, emerging trends, and issues',\n", + " 'soft_skills': '[\"Research\", \"Governance\"]',\n", + " 'hard_skills': '[\"Quality Management\", \"Data Quality\", \"Tooling\", \"Accessioning\", \"Perl (Programming Language)\", \"Metadata\", \"Analytics\", \"Data Profiling\", \"Law Practice Management\", \"Industrialization\", \"Scale (Map)\", \"Calculations\", \"Python (Programming Language)\", \"Root Cause Analysis\", \"Business Requirements\", \"Enforcement\", \"JavaScript (Programming Language)\", \"Survey Data Analysis\", \"Requirements Analysis\", \"Solution Design\", \"Scripting\", \"Operational Data Store\", \"Derivatives\", \"Data Analysis\", \"Reporting Tools\"]',\n", + " 'languages': \"['English', 'Nauru', 'Punjabi', 'Tatar', 'Avestan']\"},\n", + " {'company_id': '99',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Eysins',\n", + " 'industry': 'Biotech & Pharmaceuticals',\n", + " 'website': 'www.quotientsciences.com',\n", + " 'jobdescription_embedded': '[[-1.67283162e-01 4.96382684e-01 4.73285615e-01 -3.95441093e-02\\n7.15354025e-01 -6.18053414e-02 5.90838194e-02 1.80678621e-01\\n-8.27328418e-04 -3.37114483e-01 -2.18784034e-01 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The Software Engineer will define, develop, test, analyze and maintain manufacturing software applications in support of the achievement of business requirements. Participate actively in the implementation and support of Manufacturing information systems solutions Participate in the definition, development, and documentation of software’s business requirements, objectives, deliverables, and specifications in collaboration with internal users and departments and as per our project methodology Write, code, install and analyse software programs and applications throughout the full lifecycle of system implementation (from requirements/design through to deployment and support) Design, run and monitor software testing on new and existing programs for the purposes of correcting errors, isolating areas for improvement, and general debugging Develop interface of MES system to ERP, PLC and other 3rd party system Develop and execute software verification plans following quality assurance procedures Develop and maintain IT documentation, user manuals and guidelines as well as train key users to operate new or modified programs Provide support for Manufacturing Software applications (Incident management and problem resolution) and develop further the manufacturing systems support Knowledge base Ensure timely issue identification, resolution, and appropriate escalation Collaborate with suppliers, internal project and IT team, internal management, and customer project teams and management Research, advice and implement technologies for Digital Factory transformation (Industry 4.0) Qualifications Engineering Diploma (EPF/HES or equivalent) in Computer Science, Information Systems, Industrial Engineering or equivalent Minimum 2 years experience on a similar role Programming skills in NET; C# and SQL language and ability to quickly learn new software/applications Must be a team player and an effective communicator, to enable communication with a wide range of stakeholders and cultures Experience of Manufacturing Information systems (Manufacturing Execution Systems, labelling and Enterprise Resource planning) in the medical devices or pharma industry is a strong asset SLDC and validation experience of enterprise applications is considered an asset Ability to work under pressure, meet deadlines and respond flexibly Excellent spoken and written French. Good English required Videos To Watch',\n", + " 'soft_skills': '[\"Writing\", \"Research\", \"Collaboration\", \"Planning\", \"Management\", \"Communications\", \"Operations\", \"Quality Assurance\"]',\n", + " 'hard_skills': '[\"Development Testing\", \"Systems Implementations\", \"Enterprise Application Software\", \"Knowledge Base\", \"Industry 4.0\", \"Programming (Music)\", \"Computer Science\", \"Mobile Application Software\", \"System Support\", \"Industrialization\", \"Enterprise Resource Planning\", \"Activism\", \"Installation\", \"Maintainability\", \"Resource Planning\", \"Software Manufacturing\", \"Executable\", \"Software Engineering\", \"Simatic S5 PLC\", \"Business Requirements\", \"Medical Devices\", \"MFG/Pro (ERP)\", \"C# (Programming Language)\", \"Digitization\", \"Incident Management\", \"Systems Development\", \"Industrial Engineering\", \"Transformation (Genetics)\", \"Factorials\", \"Software Testing\", \"Manufacturing Execution System (MES)\", \"Debugging\", \"Information Systems\"]',\n", + " 'languages': \"['English', 'Latvian', 'Lithuanian', 'Tajik', 'Northern Sami']\"},\n", + " {'company_id': '125',\n", + " 'job_title': 'software developer/devops engineer 60-100% starting immediately or as per agreement',\n", + " 'location': 'Basel',\n", + " 'industry': 'Colleges & Universities',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.87318110e-01 2.91789472e-01 4.31188583e-01 -8.56497586e-02\\n5.50554872e-01 -1.77667126e-01 -1.81153476e-01 4.18591142e-01\\n-1.41118765e-01 -3.14023614e-01 -1.08434513e-01 -2.64241785e-01\\n-1.60108298e-01 1.53163016e-01 6.70829564e-02 4.40282047e-01\\n3.40453863e-01 5.67928515e-02 -1.71614468e-01 3.23336720e-01\\n1.02806613e-01 -9.64196473e-02 -4.06006500e-02 7.56575286e-01\\n3.62100184e-01 1.48202516e-02 -5.53796291e-02 2.72017196e-02\\n-1.69028550e-01 -1.95795953e-01 4.24424082e-01 1.71294175e-02\\n-1.09756403e-01 -3.16664100e-01 1.61537319e-01 1.11791953e-01\\n-2.37060279e-01 -1.03546232e-02 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It consists of 32 groups and 500 employees that research how molecules and cells create life, spanning the scale from atom to organism. Founded in 1971, the Biozentrum has been the birthplace of many fundamental discoveries in biology and medicine, spawning several Nobel Laureates. The Research IT technology platform is the primary contact point for scientific IT projects at the Biozentrum. We support the Biozentrum's scientists and staff with expertise, services and custom software development to facilitate research data management, analysis and collaboration. Your position We are looking for a Software Developer/DevOps Engineer with experience in web technologies who enjoys both sides of the software lifecycle coin: Developing state of the art applications as well as deploying and operating systems and services in production. In this role, you support the specific needs of the research groups and administrative units at the Biozentrum. Your responsibilities Ensuring reliable operation of our existing services within a heterogeneous service infrastructure (Linux, Windows, Citrix Hypervisor), software (application software, web servers) and databases (MySQL, PostgresSQL, MS-SQL) Software development, with an emphasis on web technologies Planning, design, transition and operation of new services. Active participation in Research IT projects, such as discussing requirements with users, developing scenarios and solutions, as well as occasional training. Your profile We are looking for an enthusiastic person with a Master's degree in Computer Science, Bioinformatics or equivalent relevant experience. You have not only proven programming skills, but also outstanding analytical and collaborative skills that you enjoy bringing to the table in cross-functional projects. You like to work in an agile academic work environment and embrace a service-oriented approach. Part of your duties is to make sure that our production services run smoothly. Furthermore, you are: Very familiar with operation of Linux/Apache/* stacks, MySQL, PostgreSQL, familiar with other setups (Windows, MS-SQL). Experience with virtualization, containers, orchestration a definite plus. Experienced with web development using at least one of the following: PHP/Zend Framework, Python/Django, other frameworks a plus. Other coding and data management experience highly welcome. Comfortable applying software development best practices (source code versioning, unit testing, continuous integration, etc.) Finally, you are motivated to acquire further skills on the job and believe in continuous improvement. Good communication skills in English are required; knowledge of German is an asset. We offer you The Biozentrum offers a cutting-edge research infrastructure, a highly international environment that provides numerous opportunities to learn more, and excellent working conditions. The position is initially for 2 years, with the possibility of permanent employment. Salary and benefits according to University of Basel standards. Application / Contact Please apply online with a CV, letter of motivation, and the name/address of three references: https://biped2.biozentrum.unibas.ch/apply/software-developer_devops-engineer The deadline for receipt of applications is 31 December 2019. Please note that only online applications will be accepted. Further information about Research IT: https://www.biozentrum.unibas.ch/researchit For specific questions, feel free to contact Michael Podvinec, PhD, Head of Research IT (michael.podvinec@unibas.ch).\",\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Research\", \"Collaboration\", \"Infrastructure\", \"Planning\", \"Operations\", \"Reliability\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Web Servers\", \"MySQL\", \"Enterprise Application Software\", \"Agility\", \"Programming (Music)\", \"Unit Testing\", \"Computer Science\", \"Zend Framework\", \"Life Sciences\", \"Data Management\", \"Citrix Systems\", \"Spawning\", \"Analytics\", \"Virtualization\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Continuity Tests\", \"Scale (Map)\", \"Activism\", \"Custom Software\", \"PostgreSQL\", \"Linux\", \"Python (Programming Language)\", \"Web Development\", \"Hostile Work Environment\", \"PHP (Scripting Language)\", \"Django (Web Framework)\", \"Operating 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Principali responsabilità Designing, writing and testing clean code Create resilient, secure and performant applications Simplifying and improving the infrastructure, focusing on CI/CD Interact with all stakeholders Monitoring, identifying and correcting software defects. Contribute in the R&D Principali caratteristiche richieste Experience as a Software Engineer programming in Object Oriented languages ( Java, Python etc.) Willingness to work inside a team Knowledge of Italian and English Customer orientation',\n", + " 'soft_skills': '[\"Infrastructure\"]',\n", + " 'hard_skills': '[\"Object-Oriented Database\", \"Software Engineering\", \"Python (Programming Language)\"]',\n", + " 'languages': \"['English', 'Inupiaq']\"},\n", + " {'company_id': '69',\n", + " 'job_title': 'embedded software test engineer',\n", + " 'location': 'Lausanne',\n", + " 'industry': 'Computer Hardware & Software',\n", + " 'website': 'www.logitech.com',\n", + " 'jobdescription_embedded': '[[-9.34156105e-02 2.98122793e-01 3.71386051e-01 -1.83055717e-02\\n5.90397239e-01 -1.60107344e-01 1.18267402e-01 3.31731021e-01\\n5.24628982e-02 -3.34263772e-01 1.57871898e-02 -2.09307313e-01\\n-5.77568375e-02 -1.62353013e-02 6.28898665e-02 3.45525384e-01\\n3.67573649e-01 7.47879222e-02 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Your Contribution: Be Yourself. Be Open. Stay Hungry and Humble. Collaborate. Challenge. Decide and just Do. These are the behaviors you’ll need for success at Logitech. In this role you will: Participate in the development of a test automation framework. Leverage your technical skills to design & implement automation testing infrastructure. Establish formal frameworks, suites, standards and processes. Evaluate and develop new tools and processes to enable development of complex automation unit and integration test suites for our next generation devices. Collaborate with Business Owners, Architects, Firmware engineers to understand technical component requirements, business use cases, customer issues and system performance considerations to improve test effectiveness. Contribute to CI/CD from the testing perspective. Develop and enforce automation testing standards and best practices. Key Qualifications: For consideration, you must bring the following minimum skills and behaviors to our team: 3+ years in embedded software automation. Familiar with development best practices, including feature driven development. Experience with Continuous Integration (CI) processes and tools. Demonstrated programming skills in Python. Experience with using automation tools on Windows/Linux. Service oriented attitude, with strong analytical, problem-solving and conceptual skills. Ability to communicate highly technical concepts to non-technical individuals. In addition, preferable skills and behaviors include: Experience with Raspberry PI. Experience with Artix-7 FPGA design. Experience with CI/CD tools - Git, GitLab, Jenkins, Artifactory,etc. Experience with testing human interface devices. ISTQB certification. Education: BS / MS in Computer Science / Computer Engineering, or an equivalent combination of education and experience. Logitech is the sweet spot for people who are passionate about products, making a mark, and having fun doing it. As a company, we’re small and flexible enough for every person to take initiative and make things happen. But we’re big enough in our portfolio, and reach, for those actions to have a global impact. That’s a pretty sweet spot to be in and we’re always striving to keep it that way. “All qualified applicants will receive consideration for employment without regard to race, sex, color, religion, sexual orientation, gender identity, national origin, protected veteran status, or on the basis of disability.” #LI-ML3',\n", + " 'soft_skills': '[\"Collaboration\", \"Communications\", \"Infrastructure\", \"Problem Solving\"]',\n", + " 'hard_skills': '[\"Disabilities\", \"Automation\", \"Tooling\", \"Jenkins\", \"Programming (Music)\", \"Graphics Device Interface\", \"Field-Programmable Gate Array (FPGA)\", \"Computer Science\", \"Analytics\", \"Business Case Analysis\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Perspective (Graphical)\", \"Integrity Testing\", \"Python (Programming Language)\", \"Linux\", \"Test Automation\", \"Feature-Driven Development (FDD)\", \"Raspberry Pi\", \"Human Interface Guidelines\", \"Business Requirements\", \"Test Engineering\", \"Personalization\", \"Enforcement\", \"Firmware\", \"Test Suite\", \"Service-Oriented Modeling\", \"User Experience Design (UX)\", \"Receivables\", \"Computer Engineering\", \"Additives\", \"Git Flow\", \"Coloring\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"Gitlab\", \"Artifactory\", \"Embedded Software\", \"Performance Systems Analysis\"]',\n", + " 'languages': \"['English', 'Polish', 'Chamorro', 'Bengali']\"},\n", + " {'company_id': '37',\n", + " 'job_title': 'data engineer ef education first - associate level',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Education Training Services',\n", + " 'website': 'www.ef.com',\n", + " 'jobdescription_embedded': '[[-7.13831335e-02 2.68712938e-01 5.48830986e-01 -4.31743711e-02\\n5.21940768e-01 -1.67066246e-01 4.45478074e-02 5.89715421e-01\\n-5.27753942e-02 -4.89541143e-01 -9.27176699e-02 -3.03665847e-01\\n-1.92509759e-02 1.33665353e-01 1.40386775e-01 3.85331780e-01\\n2.08407477e-01 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We are an autonomous and dynamic BI team working on a multitude of technical solutions for EF’s flights department. We provide vital functions in the areas of technical development, business intelligence and innovation and everything we do has a direct impact on our business. We enjoy a fantastic work environment right on the doorstep to the Swiss Alps. As a Data Engineer your main focus will be to provide all the back-end development and architecture for supporting our operational and executive deliveries. We expect you to be forward thinker, innovative and ready for a position where you will get to make an impact from day one. The role Develop and architect new data solution using AWS cloud services Develop and optimize back-end systems and provide support to the front-end developers Maintain current Data Warehousing architecture and processes Implement structured and methodical ways to achieve high quality reporting Requirements Bachelor’s or Master’s degree in Computer Science or similar Minimum 2 years of working experience Good Knowledge in MSSQL, SSIS, SSAS and SSRS is a plus Good understanding of ETL process, dimensional modeling and data warehousing architecture Knowledge of different range of AWS Services and Big Data architecture Knowledge in Python or other scripting language Good analytical and problem solving skills Independent, self-motivated and comfortable in a fast-paced environment Fluent in English About EF Since 1965, we have helped millions of people transform their lives by opening the world through education. Today we are the world’s largest private education company - offering every imaginable way to learn a language, travel abroad, experience another culture, or earn an academic degree. We offer competitive salaries and a multicultural working environment. The position is situated in Zurich, Switzerland and you will be working with people from all over the world. What’s it like to work here? https://vimeo.com/111638911 and https://www.youtube.com/watch?v=fGlnMgNtivw',\n", + " 'soft_skills': '[\"Self-Motivation\", \"Imagination\", \"Problem Solving\", \"Operations\", \"Innovation\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Computer Science\", \"Analytics\", \"Data Engineering\", \"Data Warehousing\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Maintainability\", \"AWS Directory Service\", \"Hostile Work Environment\", \"Extract Transform Load (ETL)\", \"Business Intelligence\", \"Cloud Services\", \"Dimensional Modeling\", \"Library For WWW In Perl\", \"SQL Server Integration Services (SSIS)\", \"Big Data\", \"End Systems\", \"Adapter Scripting Language\", \"Front End (Software Engineering)\", \"Technical Solution Design\", \"Back End (Software Engineering)\", \"Vimeo\", \"Business Development\"]',\n", + " 'languages': \"['English', 'Aragonese', 'Sindhi', 'Komi', 'Kalaallisut']\"},\n", + " {'company_id': '75',\n", 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develop the Software driving our cutting-edge special technology. - Application development in C/C++ and Python - Structuring and architecting of software modules - Embedded programming Benötigte Skills Embedded SW Python C C++ Englisch',\n", + " 'soft_skills': '[\"\"]',\n", + " 'hard_skills': '[\"Application Development\", \"Software Modules\", \"C++ (Programming Language)\", \"Software Development\", \"Programming (Music)\", \"Python (Programming Language)\", \"Computer Science\", \"Embedding\"]',\n", + " 'languages': \"['English', 'Romanian', 'Pali']\"},\n", + " {'company_id': '101',\n", + " 'job_title': 'data engineer (f/m)',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Publishing',\n", + " 'website': 'www.ringier.ch',\n", + " 'jobdescription_embedded': '[[-2.21339568e-01 3.32948804e-01 5.21537483e-01 -1.09061390e-01\\n3.77794385e-01 -8.46463665e-02 4.29063067e-02 2.67413437e-01\\n2.62118727e-02 -4.50310975e-01 1.63530670e-02 -3.19911480e-01\\n3.03424634e-02 1.26190424e-01 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Fluency in German and English Our offer Experienced team of international data engineers Work on state of the art data engineering framework Flexible place of work Bring in your own ideas and be part of the decision making Ringier is a diversified media company with about 7,300 employees across 19 countries. Founded in 1833, Ringier manages leading brands in print, TV, radio, online and mobile media and runs successful print, entertainment and internet businesses. In a history that spans more than 180 years, Ringier stands for a pioneering spirit, independence, freedom of expression and diversity of information. Ringier is a Swiss family-owned business with head offices in Zurich. Susanne Jud HR Manager +41 44 259 6344 www.ringier.com\",\n", + " 'soft_skills': '[\"Collaboration\", \"Decision Making\", \"Communications\", \"Management\"]',\n", + " 'hard_skills': '[\"Tooling\", \"Machine Learning\", \"Branding\", \"Good Agricultural Practices\", \"Data Engineering\", \"Distributed Computing\", \"Scala (Programming Language)\", \"Mobile Media API\", \"Pyspark\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Pipelining\", \"Cross-Functional Coordination\", \"Agile Methodology\", \"Library For WWW In Perl\", \"Lead Management\", \"Electronic Data Processing\", \"Solution Design\", \"Additives\", \"Java (Programming Language)\", \"SQL (Programming Language)\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'ml/python software engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.49163359e-01 3.14084470e-01 3.64707768e-01 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analysis/machine learning and/or software design and implementation Ability to manage large datasets and advanced experience in the corresponding software packages and programming languages (strong skills in Python and SQL are a requirement) Experience working with Docker, web servers and RESTful applications, as well as having familiarity with continuous integration and deployment (CI/CD). Knowledge of Django REST Framework is an advantage. Strong interest in real-world problems and analytical skills to come up with workable solutions A team player who loves to work in a highly diverse team and across functions and geographies You are reliable, curious, open-minded and goal oriented, while striving to deliver operational excellence and superior quality. Benötigte Skills Machine Learning Python Python Mathematik SQL',\n", + " 'soft_skills': '[\"Analytical Skills\", \"Goal Oriented\", \"Infrastructure\", \"Reliability\", \"Quality Assurance\"]',\n", + " 'hard_skills': '[\"Managing Large Accounts\", \"Web Servers\", \"Python Server Pages\", \"KM Programming Language\", \"Computer Science\", \"Statistics\", \"Prediction\", \"Machine Learning\", \"Continuous Integration\", \"Python (Programming Language)\", \"Maintainability\", \"Dataset\", \"Django (Web Framework)\", \"Machine Learning Methods\", \"Econometrics\", \"Docker (Software)\", \"Machine Learning Algorithms\", \"Operational Excellence\", \"Technical Documentation\", \"Software Design\", \"Applied Mathematics\", \"Software Testing\", \"Algorithms\", \"SQL (Programming Language)\", \"Data Analysis\"]',\n", + " 'languages': \"['English', 'Polish', 'Chichewa']\"},\n", + " {'company_id': '107',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Bern',\n", + " 'industry': 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Then look elsewhere, because we are offering you a mission... Do you want to play a key role in our customer projects enabling our revolutionary new product to solve customer problems and thereby help enterprises to achieve the data literacy of Amazon? Our product, the SPOUD Data-Market is redefining the way enterprises are able to access and integrate business data inside and share it between companies. Be the driving power that gets our crazy integration and analytics projects off the ground. We are looking for a: Software Engineer (100%) We are passionate people with an urge to create, maker nature, proud of things built, and love for everything growing and living. We are a family of pioneers, explorers and city-builders in the area of enterprise big-data. Your Role You will technically lead project teams thereby supporting the project lead and the customer You will work in an interdisciplinary team together with data scientists, designers, engineers and business people You will lead software architecture and design in customer projects You support our customer in their technical vision and inspire and enable them to find pragmatic solutions You see the entrepreneurial vision of SPOUD and align your doings accordingly Your Profile You love working together with customers and take responsibility of your and your teams work You are a do-er, proactive and can anticipate technical and organisational issues because you know... Strong in Software design and architecture 2+ years of relevant experience in software development and the ability to write clean code Know-how in state-of-the-art development frameworks, tools, and methods in your field of expertise You like to work in a start-up environment but you feel comfortable also in the enterprise world You have experience with Java, Go, Kafka, Flink, docker and Rx We Offer A place where you can be happy if you like making a difference! A diversity of unsolved questions on the technological front and the freedom to solve them in your own way A team of experienced start-up enthusiasts who will help you get ahead and will also listen to you A young, dynamic, and non-bureaucratic environment with a lot of flexibility An inspiring workplace with a fantastic team of creative people in the heart of Bern Attention: This is not a regular job – this is a mission where you play an active role, help our customers build their data nirvana and on this path unfold your full potential. So save your seat on this fast-growing rocket ship and be at the Swiss forefront of Innovation in big data! We are looking forward to welcome you to our family (regular BBQs are a must!). Send us your application (CV and motivational letter) in PDF and let’s have a coffee together.',\n", + " 'soft_skills': '[\"Writing\", \"Proactivity\", \"Integration\", \"Innovation\", \"Creativity\", \"Creative Problem-Solving\"]',\n", + " 'hard_skills': '[\"Engine Designs\", \"Apache Flink\", \"Tooling\", \"Accessioning\", \"Resolving Customer Problems\", \"Analytics\", \"Activism\", \"Naturalization\", \"Integrated Data Viewer (IDV)\", \"PHP Development Tools\", \"Software Engineering\", \"IText (Free PDF Software)\", \"Docker (Software)\", \"Pathing\", \"Software Architecture\", \"Data Literacy\", \"Big Data\", \"DO-178B/C (Software Considerations in Airborne Systems and Equipment Certification)\", \"Software Design\", \"Software Development\", \"Market Data\", \"Java (Programming Language)\", \"New Product Development\"]',\n", + " 'languages': \"['English', 'Komi', 'Zulu', 'Galician']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'database engineer (m/f)',\n", + " 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Linux machines Our requirements: - At least 5 years’ experience in Oracle Database administration and -tuning - Experience in Linux administration - Expert skills in several of these technologies: Oracle RAC, Data Guard, Golden Gate, RMAN, OEM - Work-experience with Oracle ODA - Good communication and documentation skills - Customer Orientation, capability of working independently and flexibility - English and German are mandatory Benötigte Skills Englisch Oracle Linux',\n", + " 'soft_skills': '[\"Communications\"]',\n", + " 'hard_skills': '[\"Oracle Autonomous Database\", \"Oracle Linux\", \"Executable\", \"Database Administration\", \"Linux Administration\", \"Activism\", \"Linux\", \"Maintainability\", \"Machining\", \"Performance Analysis\", \"Oracle Databases\", \"Oracle Rac\", \"Recovery Manager (RMAN)\", \"Guarding\"]',\n", + " 'languages': \"['English', 'Nauru']\"},\n", + " {'company_id': '22',\n", + " 'job_title': 'software engineer, growth team',\n", + " 'location': 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Our team is passionate, dedicated and highly motivated to tackle the daily challenges of a SaaS start-up. As a Software Engineer in the Growth Team, you will have the opportunity to work on all of our software stacks and learn about state-of-the-art development. The Growth Team is a cross-collaboration team containing engineers, product people, product designers and marketers to work as a fully functioning and highly effective unit. The ideal candidate has a back-end developer profile with no fear of also doing full-stack work. Your job within the team will be to support/build initiatives of finding new innovative solutions and technologies to grow the company and bring it to its next level. Technologies Used: Python, Java, Node.js, Postgres, Elasticsearch, Docker, Vue.js, Objective-C/Swift, Kotlin --------------------- Your Responsibilities --------------------- Build and maintain a scalable backend system to boost Beekeepers Free Trial Services Implement backend requirements for any projects or experiments of the Growth Team Implement product changes at massive scale with rapid data-driven iteration Rapid MVP building together with all stakeholders of the team to really build solutions that have a real impact on metrics and users Responsible for building all the necessary tools and infrastructure to unlock rapid growth Be the leader in the team for any backend related topics ----------------------- What we look for in you ----------------------- 3+ years of experience with a focus on backend technologies Experience making APIs Experience integrating with 3rd party applications Experience with Microservices Experience with AWS Experience with greenfield projects Creativity and out of the box thinking to make things work Interest in Growth Hacking and it\\'s mentality A \"Just get it done\"-mindset Fluent in English ------------ Bonus Points ------------ Track record at Hackathons B2B and SaaS experience We love founders and an entrepreneurial mindset ----------------- What we offer you ----------------- Amazing team with 20+ nationalities across 4 office locations Vibrant company culture with breakfasts, board game nights, crossfit and team events Realize your own ideas in quarterly hackathons and \"20% time\" projects Continuous learning through weekly Bee University talks and support to join conferences Pick the hardware you need for work and we cover your mobile phone bill ------------------------------------------------- Technologies & Frameworks we use at Beekeeper ------------------------------------------------- Java, Python, JavaScript, MySQL, ElasticSearch, RabbitMQ, Docker, Celery, SQLAlchemy, Backbone, Realm, Kubernetes, Vue, Swift, Objective-C, Kotlin, ReactiveX',\n", + " 'soft_skills': '[\"Innovation\", \"Infrastructure\", \"Creativity\", \"Integration\"]',\n", + " 'hard_skills': '[\"MySQL\", \"Technology Readiness Level\", \"Kubernetes\", \"Tooling\", \"Boost (C++ Libraries)\", \"Vue.js\", \"Beekeeping\", \"MASSIVE (Software)\", \"Scale (Map)\", \"Objective-C (Programming Language)\", \"Cross-Functional Collaboration\", \"Python (Programming Language)\", \"Node.js\", \"Maintainability\", \"Track (Rail Transport)\", \"ReactiveX\", \"Iterators\", \"Microservices\", \"Software Engineering\", \"Product Engineering\", \"Swift (Programming Language)\", \"Mobile Phones\", \"Docker (Software)\", \"RabbitMQ\", \"Product Design\", \"JavaScript (Programming Language)\", \"Scalability\", \"SQLAlchemy\", \"Growth Hacking\", \"Unlocker\", \"Back End (Software Engineering)\", \"Java (Programming Language)\", \"Custom Backend\", \"Elasticsearch\", \"Kotlin\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': 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Ihr Aufgabenbereich Developing and supporting Data Management Framework application(s) ranging from small integration tools to full-blown applications, over time building up an integrated solution suite enabling Data Management to support the enterprise in becoming even more data driven Contributing to overall data management capability development, spanning various topics like data modeling, metadata management, data standardization and master & reference data management Being part of the development team supporting the Risk Modelling Platform generic components underpinning a range of business critical capital modelling applications Supporting incident resolution; working with the BUs to mitigate associated impacts Ihr Profil University level education, e.g. Computer Science, Computer Engineering, or Engineering Discipline 10+ years of experience in enterprise-grade software development 10+ years of experience with C# .NET framework development High degree of customer focus & end-to-end solution delivery attitude Proficiency in C# and object-oriented programming concepts, enjoys writing clear, maintainable code, tests and documentation Familiarity with enterprise application architecture patterns (concurrency models, unit-of-work etc.), transactional processing, domain driven design, REST APIs and service oriented architecture including solid skills in managing complexity with decoupling and dependency injection Knows how to approach a problem statement, steer the requirements engineering and drive the technical solution design Experience in the data management domain (metadata, master & reference, data quality, etc.) are a plus Has excellent communication skills, both written and oral, able to interact with different management levels Fluent in written & spoken English, German is a plus Ihre Chance Haben wir Ihr Interesse geweckt und Sie sind bereit eine neue Herausforderung anzunehmen? Dann schicken Sie Ihre vollständigen Bewerbungsunterlagen an jobs@oneagency.ch Ort: Zürich Spezialisierung: C# / C++ / C .NET Entwicklung Sprachen: Deutsch Englisch Job ID: 7379',\n", + " 'soft_skills': '[\"Writing\", \"Management\", \"Integration\"]',\n", + " 'hard_skills': '[\"Code Testing\", \"Reference Data\", \"Mitigation\", \"Tooling\", \"Capitalization\", \"Interactivity\", \"Computer Science\", \"Metadata\", \"Data Management\", \"Data Modeling\", \"Service-Oriented Architecture\", \"Build Time\", \"Branding\", \".NET Framework\", \"Service Level Management\", \"E (Programming Language)\", \"Levelling\", \"Applications Architecture\", \"Concurrency Pattern\", \"Programming Concepts\", \"C (Programming Language)\", \"Domain Driven Design\", \"Application Portfolio Management\", \"C# (Programming Language)\", \"Dependency Injection\", \"Solution Delivery\", \"Requirements Engineering\", \"Clinical Data Management\", \"Capability Development\", \"Computer Engineering\", \"Technical Solution Design\", \"Transaction Processing (Business)\", \"Software Development\", \"Solution Design\", \"Metadata Modeling\", \"Maintaining Code\", \"RESTful API\"]',\n", + " 'languages': \"['English', 'Chewa']\"},\n", + " {'company_id': '80',\n", + " 'job_title': 'software engineer / software developer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.25367069e-01 2.32250974e-01 5.06567001e-01 -3.08572352e-02\\n5.38056970e-01 -1.08408272e-01 -2.40812823e-02 1.60881981e-01\\n4.34205234e-02 -2.91904867e-01 -2.14868248e-01 -2.16581345e-01\\n-1.15298659e-01 5.15648387e-02 2.66742986e-02 3.83278847e-01\\n3.06102395e-01 2.71346886e-02 -6.74058422e-02 3.92125249e-01\\n2.81417258e-02 -9.31503773e-02 -5.77119514e-02 5.83967149e-01\\n2.64430732e-01 9.47352946e-02 -5.33663295e-02 -4.10202071e-02\\n-3.11393440e-01 -1.79390132e-01 3.07072222e-01 1.23419017e-01\\n-1.27168745e-01 -3.90187591e-01 1.36987880e-01 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our IoT Cloud Platform. We use agile DevOps and SRE practices to provide outstanding service quality and availability to our customers. You will join a team of always curious and enthusiastic Engineers, which are working closely together with the Product Owner to deliver valuable features that enable the digitalisation of the logistics industry. This is a (specialized or full-stack) software engineering position with focus on development and operation of software services. He / She designs, implements, tests and operates high quality software services according to SLAs and OLAs in place and takes co-ownership for team owned software components. The focus of the role will be: Conduct technical requirements analysis based on input from business analysis respectively business requirements engineering, including functional and non-functional requirements (e.g. security, availability, scalability, cost-optimization, …) Create software designs based on result of requirements analysis according to the architectural-, security-, product- and team guidelines Implement software designs using continuous integration and deployment Maintain existing software systems; including fixing bugs, adding new features, refactoring and conducting version upgrades Participate in code reviews as part of the agile software development process and collaborate with other software engineers to integrate code changes (e.g. pull/merge requests) Conduct quality testing on software (unit testing) and software systems (integration and end-to-end testing) Write and maintain technical documentation of software and software systems Operate software systems and collaborate with customer support team and system team to resolve incidents (2nd level support) Participate in agile software development activities (e.g. stand-ups, planning meetings, retrospectives, …) and collaborate with product owner and product management team to coordinate timeline for new features Qualifications Good conceptual skills in developing solution designs, documenting and implementing them Experience in writing JVM based software, primarily in Kotlin and Java. Python and Unix shell know-how is a great plus Experience with at least two of the following tools: Git / DataDog / Prometheus & Grafana / Ansible Experience with at least one of the following approaches to API development: Protobuf & gRPC Rest API (ideally using OpenAPI or Swagger) Experience with at least four of the following systems: Apache Kafka PostgreSQL or other relational database systems DynamoDB Docker Kubernetes AWS ECS / Fargate Elastic Search Linux / Unix Experience with Stream processing (e.g. Kafka Streams, Flink, Spark etc.) is very helpful Fluent in English spoken and written. German is a plus, but not mandatory Additional Information You can choose between either a MacBook Pro or a Microsoft Windows Notebook at a top location right next to the railway station Zurich Hardbrücke. Nexxiot is an equal opportunity employer. Welcoming diversity gives us a competitive advantage in the global marketplace and is an important driver of our success and culture. Our recruitment team is looking forward to receive your CV via our career portal.',\n", + " 'soft_skills': '[\"Writing\", \"Collaboration\", \"Coordinating\", \"Planning\", \"Microsoft Windows\", \"Timelines\", \"Operations\", \"Integration\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Apache Flink\", \"Kubernetes\", \"Tooling\", \"Customer Support\", \"Agility\", \"Product Management\", \"Unit Testing\", \"Unix Shell\", \"Continuous Integration\", \"Industrialization\", \"Activism\", \"Functional Requirement\", \"Software Systems\", \"Python (Programming Language)\", \"PostgreSQL\", \"Maintainability\", \"Linux\", \"E (Programming Language)\", \"Levelling\", \"Idealization\", \"Systems Integration\", \"Apache Kafka\", \"Cloud Platform System\", \"Software Engineering\", \"Amazon DynamoDB\", \"Stream Processing\", \"Agile Software Development\", \"Conceptualization\", \"Full Stack Software Engineering\", \"Docker (Software)\", \"Business Requirements\", \"AD Model Builder (ADMB)\", \"Amazon Marketplace\", \"Logistics\", \"Equalization\", \"Scalability\", \"Business Analysis\", \"Technical Documentation\", \"Code Review\", \"Receivables\", \"Software Design\", \"Service Quality\", \"Database Systems\", \"Stand-Up Comedy\", \"Datadog\", \"Grafana\", \"Java Virtual Machine (JVM)\", \"Software Development\", \"Requirements Analysis\", \"Solution Design\", \"Relational Databases\", \"Ansible\", \"Additives\", \"Git Flow\", \"OpenAPI\", \"Swagger UI\", \"Java (Programming Language)\", \"Job Descriptions\", \"Application Programming Interface (API)\", \"Prometheus (Software)\", \"Unix\", \"Software Plus Services\", \"Kotlin\", \"DevOps\", \"RESTful API\"]',\n", + " 'languages': \"['English', 'Afar', 'Sundanese', 'Luxembourgish', 'Chewa']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'software back-end engineer',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.71552032e-01 2.91270584e-01 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practices (clean code, code review, test-driven development, ...) and version control systems - Experience with web development, API design, and third-party integration - Advanced knowledge of relational databases - Some experience with the technologies we’re using is a plus: - Python, Django, Flask, SQLAlchemy, Pytest - PostgreSQL, PostGIS - JavaScript, Angular, HTML5, CSS3, Bootstrap - Git, Bitbucket, CircleCI - Worked previously in ‘agile’ team(s) and are looking forward to doing it again, - Are comfortable working in English and German; you have a great read, good spoken command of it. Benötigte Skills Englisch JavaScript Angular HTML5 CSS3 Bootstrap PostgreSQL Python',\n", + " 'soft_skills': '[\"Collaboration\", \"Integration\"]',\n", + " 'hard_skills': '[\"Bitbucket\", \"Control Systems\", \"MSC Software\", \"Test-Driven Development (TDD)\", \"Agility\", \"Circleci\", \"API Design\", \"Computer Science\", \"Object Oriented Programming Language\", \"Good Agricultural Practices\", \"Data Engineering\", \"Version Control\", \"PostgreSQL\", \"Python (Programming Language)\", \"HTML5\", \"Systems Architecture\", \"Web Development\", \"Flask (Web Framework)\", \"Software Engineering\", \"Django (Web Framework)\", \"Object-Oriented Programming (OOP)\", \"Bootstrap (Front-End Framework)\", \"JavaScript (Programming Language)\", \"SQLAlchemy\", \"Code Review\", \"Adapter Scripting Language\", \"PostGIS\", \"Data Structures\", \"Front End (Software Engineering)\", \"Angular (Web Framework)\", \"Relational Databases\", \"Algorithms\", \"Git Flow\", \"Application Programming Interface (API)\", \"Agile Product Development\"]',\n", + " 'languages': \"['English', 'Greenlandic', 'Akan', 'Chuang', 'Pali']\"},\n", + " {'company_id': '16',\n", + " 'job_title': 'software engineer business data events',\n", + " 'location': 'Zürich',\n", + " 'industry': 'Enterprise Software & Network Solutions',\n", + " 'website': 'www.avaloq.com',\n", + " 'jobdescription_embedded': '[[-1.91104650e-01 2.25271225e-01 5.89884579e-01 1.13143306e-02\\n5.50288737e-01 -1.07360438e-01 -5.49557582e-02 3.53687912e-01\\n-5.68057783e-03 -3.53976190e-01 -6.66690916e-02 -2.06283987e-01\\n-6.52140528e-02 1.13803282e-01 1.33876234e-01 2.86508203e-01\\n2.07377613e-01 1.70513123e-01 -1.35549843e-01 3.60378802e-01\\n1.63065881e-01 -5.70979938e-02 1.39258310e-01 7.63423145e-01\\n4.20967400e-01 9.03721601e-02 -9.48430896e-02 -6.79137558e-02\\n-2.77748376e-01 -2.68304706e-01 5.12581050e-01 1.23132959e-01\\n-8.00701380e-02 -3.92657846e-01 1.00996882e-01 -8.78694355e-02\\n-3.47456396e-01 -5.31649105e-02 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Together. Avaloq is a value-driven fast-paced fintech company and we are committed to develop the banking technology of tomorrow. Leading banks and wealth managers in all major financial centres rely on our software and services, and this unique community grows every day. Your team The Application Framework Team is mainly responsible for software frameworks used in the Avaloq Banking Suite (ABS) for the business process modelling and data management. We enhance and maintain the frameworks and tools that enable other teams to create and process their business specific logic. The application framework team works on the central core of the ABS. Business Data Events is a newly built, high-volume data streaming platform. It streams all relevant business events from the Avaloq core banking system to a series of microservices. The data streaming platform is designed for high throughput (100 million messages per hour) and for low latency (below 20 ms). Our technology stack is based on Java (Spring Boot), Oracle and PL/SQL, Docker, Kubernetes, Apache Kafka, Google Protocol Buffers, Prometheus, Grafana, Angular and more. Your mission Further develop and optimize the data streaming platform Drive and enhance the core frameworks of Avaloq’s current and future products Participate in architectural design Understand Avaloq’s architectural strategy and translate it to scalable and maintainable solutions Support and consult our stakeholders – customers and internal business teams Constant self-development What you need University degree in Computer Science or equivalent experience Strong software engineering background, including understanding of modern software engineering principles and design patterns Strong analytical, abstract thinking and problem-solving skills Knowledge and hands-on experience in Java Solid understanding of relational databases Strong communication abilities and proficient English language skills You will get extra points for the following Experience with concurrent and distributed systems Experience with Spring Boot Experience with PL/SQL Experience with microservice architectures Understanding of agile methodologies Now let’s talk about perks and compensation With our compensation model, we want to share the success of the company with all our employees. We offer competitive base salaries and if you prove yourself as a super-star, you might be entitled to an extraordinary achievement reward. Place of work Zurich Don’t be shy – apply! Avaloq Evolution AG Kristin Stengel, Talent Acquisition Partner 8027 Zürich www.avaloq.com/en/open-positions Please only apply online. Note to Agencies: All unsolicited résumés will be considered direct applicants and no referral fee will be acknowledged.',\n", + " 'soft_skills': '[\"Writing\", \"Problem Solving\", \"Communications\", \"Positivity\", \"Consulting\"]',\n", + " 'hard_skills': '[\"PL/SQL\", \"Distributed File Systems\", \"Kubernetes\", \"Tooling\", \"Low Latency\", \"Spring Boot\", \"Protocol Buffers\", \"Computer Science\", \"Analytics\", \"Data Streaming\", \"Application Frameworks\", \"Distributed Design Patterns\", \"Data Driven Instruction\", \"Wealth Management\", \"Event Data Recorder\", \"Talent Acquisition\", \"Component Object Model (COM)\", \"Maintainability\", \"Architectural Design\", \"Translations\", \"Apache Kafka\", \"Microservices\", \"Software Engineering\", \"Docker (Software)\", \"Agile Methodology\", \"Business Process\", \"High Throughput Screening\", \"Library For WWW In Perl\", \"Scalability\", \"Clinical Data Management\", \"Grafana\", \"Angular (Web Framework)\", \"Business Events\", \"Relational Databases\", \"Banking\", \"Software Modernization\", \"Java (Programming Language)\", \"Prometheus (Software)\", \"Abstractions\", \"EN 1993 Building Codes\", \"International Business\"]',\n", + " 'languages': \"['English', 'Oromo', 'Armenian', 'Latin', 'Tsonga']\"},\n", + " {'company_id': '49',\n", + " 'job_title': 'computer vision engineer (full time)',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-4.45199460e-02 2.53578544e-01 4.49163765e-01 2.28471886e-02\\n4.94733632e-01 -2.33720586e-01 -1.89702436e-02 4.78694022e-01\\n6.19066060e-02 -3.51119220e-01 -3.57598402e-02 -1.82676017e-01\\n-1.61978647e-01 -1.28702983e-01 5.14437854e-02 3.33195746e-01\\n3.34007859e-01 7.06753880e-02 -2.46245742e-01 4.04378504e-01\\n1.16974361e-01 -1.54564753e-02 2.36946166e-01 6.25411093e-01\\n2.72680014e-01 3.71392891e-02 4.41225799e-04 1.75664708e-01\\n-3.22847933e-01 -3.01323593e-01 3.22281599e-01 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navigation; Test and optimize the algorithms and running them on embedded Linux (with the supports from our Software Engineers) Test the performance of visual navigation on a drone and have fun Support our customers for testing in Europe and China REQUIREMENT Proven experience as a Computer Vision Engineer (Master or PhD degree) Good knowledge on Visual Odometry, SLAM, SfM, Sensor Fusion Strong programming skills in C/C++, Python, MATLAB, Shell script Good at using Linux and Git Fluent speaking and writing in English (fluent German would be a plus); One position requires fluent Chinese in speaking and writing. Strong problem solving skills and knowledge in hands-on working with mechanical and electronical systems Experience in drones is a plus Knowledge on GNSS or machine learning is a plus WHAT WE OFFER Being part of a Startup about to take off A welcoming and driven team Working in the center of Zurich Having fun with drones and autonomous vehicles Salary & potentially participation in stock option plan',\n", + " 'soft_skills': '[\"Planning\", \"Writing\", \"Positivity\", \"Problem Solving\"]',\n", + " 'hard_skills': '[\"Programming (Music)\", \"Shell Script\", \"Sensor Fusion\", \"MATLAB\", \"Electronic Systems\", \"GNSS Augmentation\", \"Mechanicals\", \"Visualization\", \"C++ (Programming Language)\", \"Visual Odometry\", \"Computer Vision\", \"Python (Programming Language)\", \"Linux\", \"Embedding\", \"SLAM Algorithms (Simultaneous Localization And Mapping)\", \"Machine Learning Methods\", \"Git (Version Control System)\", \"Incentive Stock Option\", \"Algorithms\", \"Centering\", \"Autonomous Vehicles\"]',\n", + " 'languages': \"['English', 'Corsican', 'Walloon', 'Ewe', 'Kongo']\"},\n", + " {'company_id': '125',\n", + " 'job_title': 'software developer/devops engineer 60-100% starting immediately or as per agreement',\n", + " 'location': 'Basel',\n", + " 'industry': 'Colleges & Universities',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-2.87318110e-01 2.91789472e-01 4.31188583e-01 -8.56497586e-02\\n5.50554872e-01 -1.77667126e-01 -1.81153476e-01 4.18591142e-01\\n-1.41118765e-01 -3.14023614e-01 -1.08434513e-01 -2.64241785e-01\\n-1.60108298e-01 1.53163016e-01 6.70829564e-02 4.40282047e-01\\n3.40453863e-01 5.67928515e-02 -1.71614468e-01 3.23336720e-01\\n1.02806613e-01 -9.64196473e-02 -4.06006500e-02 7.56575286e-01\\n3.62100184e-01 1.48202516e-02 -5.53796291e-02 2.72017196e-02\\n-1.69028550e-01 -1.95795953e-01 4.24424082e-01 1.71294175e-02\\n-1.09756403e-01 -3.16664100e-01 1.61537319e-01 1.11791953e-01\\n-2.37060279e-01 -1.03546232e-02 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It consists of 32 groups and 500 employees that research how molecules and cells create life, spanning the scale from atom to organism. Founded in 1971, the Biozentrum has been the birthplace of many fundamental discoveries in biology and medicine, spawning several Nobel Laureates. The Research IT technology platform is the primary contact point for scientific IT projects at the Biozentrum. We support the Biozentrum's scientists and staff with expertise, services and custom software development to facilitate research data management, analysis and collaboration. Your position We are looking for a Software Developer/DevOps Engineer with experience in web technologies who enjoys both sides of the software lifecycle coin: Developing state of the art applications as well as deploying and operating systems and services in production. In this role, you support the specific needs of the research groups and administrative units at the Biozentrum. Your responsibilities Ensuring reliable operation of our existing services within a heterogeneous service infrastructure (Linux, Windows, Citrix Hypervisor), software (application software, web servers) and databases (MySQL, PostgresSQL, MS-SQL) Software development, with an emphasis on web technologies Planning, design, transition and operation of new services. Active participation in Research IT projects, such as discussing requirements with users, developing scenarios and solutions, as well as occasional training. Your profile We are looking for an enthusiastic person with a Master's degree in Computer Science, Bioinformatics or equivalent relevant experience. You have not only proven programming skills, but also outstanding analytical and collaborative skills that you enjoy bringing to the table in cross-functional projects. You like to work in an agile academic work environment and embrace a service-oriented approach. Part of your duties is to make sure that our production services run smoothly. Furthermore, you are: Very familiar with operation of Linux/Apache/* stacks, MySQL, PostgreSQL, familiar with other setups (Windows, MS-SQL). Experience with virtualization, containers, orchestration a definite plus. Experienced with web development using at least one of the following: PHP/Zend Framework, Python/Django, other frameworks a plus. Other coding and data management experience highly welcome. Comfortable applying software development best practices (source code versioning, unit testing, continuous integration, etc.) Finally, you are motivated to acquire further skills on the job and believe in continuous improvement. Good communication skills in English are required; knowledge of German is an asset. We offer you The Biozentrum offers a cutting-edge research infrastructure, a highly international environment that provides numerous opportunities to learn more, and excellent working conditions. The position is initially for 2 years, with the possibility of permanent employment. Salary and benefits according to University of Basel standards. Application / Contact Please apply online with a CV, letter of motivation, and the name/address of three references: https://biped2.biozentrum.unibas.ch/apply/software-developer_devops-engineer The deadline for receipt of applications is 31 December 2019. Please note that only online applications will be accepted. Further information about Research IT: https://www.biozentrum.unibas.ch/researchit For specific questions, feel free to contact Michael Podvinec, PhD, Head of Research IT (michael.podvinec@unibas.ch).\",\n", + " 'soft_skills': '[\"Verbal Communication Skills\", \"Research\", \"Collaboration\", \"Infrastructure\", \"Planning\", \"Operations\", \"Reliability\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Web Servers\", \"MySQL\", \"Enterprise Application Software\", \"Agility\", \"Programming (Music)\", \"Unit Testing\", \"Computer Science\", \"Zend Framework\", \"Life Sciences\", \"Data Management\", \"Citrix Systems\", \"Spawning\", \"Analytics\", \"Virtualization\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Continuity Tests\", \"Scale (Map)\", \"Activism\", \"Custom Software\", \"PostgreSQL\", \"Linux\", \"Python (Programming Language)\", \"Web Development\", \"Hostile Work Environment\", \"PHP (Scripting Language)\", \"Django (Web Framework)\", \"Operating Systems\", \"Cross-Functional Coordination\", \"Library For WWW In Perl\", \"Biology\", \"Personalization\", \"Quantum Point Contact\", \"Continuous Improvement Process\", \"Service-Oriented Modeling\", \"Clinical Data Management\", \"Finalization\", \"Software Development\", \"Windows Setup\", \"Source Codes\", \"Infrastructure Management Services\", \"Atom (Standard)\", \"Hypervisor\", \"SQL (Programming Language)\", \"DevOps\"]',\n", + " 'languages': \"['English', 'Church Slavonic', 'Sichuan Yi', 'Amharic']\"},\n", + " {'company_id': '117',\n", + " 'job_title': 'data scientist',\n", + " 'location': 'Lausanne',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.98490053e-01 1.68447852e-01 5.34035742e-01 1.06047787e-01\\n5.86748719e-01 -1.64473459e-01 -1.20681524e-02 3.75144809e-01\\n3.11087854e-02 -4.82621431e-01 1.08029217e-01 -2.64965594e-01\\n-4.24936302e-02 1.79403901e-01 4.39701453e-02 4.36141640e-01\\n1.80472717e-01 8.43676999e-02 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As a product obsessed team, we believe that advanced technology combined with an intuitive user experience will empower people to invest with more freedom, confidence, and belief. In 2018, we successfully raised funds from over 23,800 global participants who share our vision of a wealth management industry with more community-centric values. We are now working towards the next phase of disruption. In Q4 of 2019, individuals across the globe will have the opportunity to purchase digital assets such as Bitcoin at the best prices, and become members of our ecosystem to unlock first of its kind investment features. Your Mission: Data sits at the heart of what we do, and you’ll play a crucial role in helping our teams to build personalized customer experiences, track metrics, optimize processes, enhance our products, and everything in-between. As a data scientist, you will be one of the first members of our growing world-class data team with an impact across all business lines. We’ll give you the tools and autonomy to build the data structures & solutions that will fundamentally underpin all operations at SwissBorg. If you’re looking to explore uncharted territory in the digital assets space with a team that thinks long term, has an agile mindset, and wants to challenge the old-school money managers let’s chat! What You’ll Be Doing Develop statistical analysis, and models and apply them to solve real problems Build and deploy algorithms for anomaly detection, forecasting and churn prediction based on users behavior Work with our product & marketing teams to guide product & marketing decisions through data-based recommendations Define and report on metrics and KPIs Automate analysis and data pipelines while ensuring our data infrastructure is set up for scale What You Might Look Like Masters or PhD degree in math, statistics, physics, computer science, or related fields Expertise in a variety of data manipulation tools and programming languages (Python, SQL) Strong experience and theoretical knowledge in machine learning, prediction algorithms for classification and study of time series Track record in product analytics and experience to make decisions autonomously Outstanding communications and collaboration skills working cross-functionally Past experience building and working with AWS as well as building and maintaining databases Knowledge of Keras, Tensorflow library, SageMaker, and SDK a plus Benefits Being part of the lifetime opportunity to launch a product at scale Get in on the ground floor as a pioneer in the fast paced fintech/blockchain space Salary and competitive bonus based on our meritocratic system Continuous opportunities to learn, grow fast, and create alongside an experienced team of financial experts, engineers, scientists, designers, and marketing gurus Excellent benefits (health, etc…) Standard 5 weeks vacation Centrally located office in a beautiful historic building.',\n", + " 'soft_skills': '[\"Decisiveness\", \"Collaboration\", \"Management\", \"Communications\", \"Operations\"]',\n", + " 'hard_skills': '[\"AWS SageMaker\", \"Automation\", \"Tooling\", \"Agility\", \"KM Programming Language\", \"Health Care Benefits\", \"Blockchain\", \"Computer Science\", \"Analytics\", \"Prediction\", \"Industrialization\", \"Wealth Management\", \"Scale (Map)\", \"Data Manipulation\", \"Python (Programming Language)\", \"Bitcoin\", \"Track (Rail Transport)\", \"Maintainability\", \"Data Pipeline\", \"Library\", \"Money Management\", \"Keras (Neural Network Library)\", \"Investments\", \"Process Optimization\", \"Machine Learning Methods\", \"Purchasing\", \"Physical Computing\", \"Time Series\", \"Personalization\", \"Digital Assets\", \"TensorFlow\", \"Statistical Physics\", \"Phase (Waves)\", \"Flooring\", \"Unlocker\", \"Data Infrastructure\", \"Data Structures\", \"Data Class\", \"Forecasting\", \"Algorithms\", \"Customer Experience\", \"Additives\", \"User Experience\", \"Anomaly Detection\", \"Long-Term Potentiation\", \"Advanced Imaging Technology\"]',\n", + " 'languages': \"['English', 'Kyrgyz']\"},\n", + " {'company_id': '79',\n", + " 'job_title': 'software engineer',\n", + " 'location': 'Lausanne',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.27125368e-01 2.69796431e-01 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We help companies speed up their R&D cycles, enhance their product performance and reduce computational costs. Deep Learning and AI have already revolutionised how images, sound and natural language are processed. Therefore, some problems that used to be considered intractable are now easily solvable on a large scale. Yet, Computer Assisted Design (CAD) and geometry processing are still using traditional methods. Our mission is to bring this revolution into the world of CAD using our unique Neural Network technology that can process 3D CAD models. We are working for global leaders in industries ranging from Automotive to Aerospace and with cutting edge sport teams from Sailing to Car-Racing, who trust our technology to ensure they stay ahead of the curve in their fields. Our culture Our company was born in a top notch AI lab at EPFL and the values of research are in our DNA. We are honest, pragmatic and passionate about innovation. We know that the greatest achievements cannot be the product of a single individual and we encourage our employees to strive for the success of the entire team. We work hard but try to enjoy our time at work and cultivate a great atmosphere. We do our best to respect everybody’s private life and are very conscious about work / life balance. Your mission As a Software Engineer, your main responsibilities will include: Developing the backend of our product, including design, implementation and testing of Neural Concept’s APIs Working together with Research Scientists to design and implement efficient algorithms and data structures in the core engine of our product Closely collaborating with Application Engineers to design and implement novel features required by our clients and partners Continuously working on improving stability and reliability of our products and tools Job description: Software Engineer Your profile Requirements: MSc or PhD degree (Computer Science / Math / Physics or other relevant field) Strong background in algorithms and data structures Strong programming experience in Python and / or C++ Familiar with Flask (or similar web frameworks) Familiar with cloud infrastructure stacks (Google Cloud / AWS or equivalent) Familiar with modern database and storage solutions (SQL and NoSQL) Would be a plus: Experience with containers (Docker and Kubernetes) Experience with Machine Learning Experience with modern Deep Learning frameworks (TensorFlow / PyTorch) Experience with GPU programming (ideally CUDA) Experience with CFD methods and simulation software (such as OpenFOAM) You get A competitive Swiss salary A generous equity compensation plan Flexible working hours Access to unlimited computational resources State-of-the-art equipment Stimulating environment with top-level researchers and engineers Comfortable office with open beverages and healthy food To Apply Send an email to: contact@neuralconcept.com Title: Software Engineer Candidate Please attach your CV and links to relevant resources (e.g. your Github)',\n", + " 'soft_skills': '[\"Research\", \"Collaboration\", \"Planning\", \"Reliability\", \"Innovation\"]',\n", + " 'hard_skills': '[\"MSC Software\", \"Kubernetes\", \"Tooling\", \"NoSQL\", \"Graphics Processing Unit (GPU)\", \"Accessioning\", \"Juniper Network Technologies\", \"Natural Language Processing\", \"Programming (Music)\", \"Computer Science\", \"Computer-Assisted Surgery\", \"Docker Container\", \"Web Frameworks\", \"Nvidia CUDA\", \"Industrialization\", \"Notching\", \"Scale (Map)\", \"C++ (Programming Language)\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"E (Programming Language)\", \"Levelling\", \"Simulation Software\", \"Idealization\", \"Flask (Web Framework)\", \"Software Engineering\", \"Machine Learning Methods\", \"Github\", \"Beverage Products\", \"Storages\", \"Machine Learning Algorithms\", \"Geometry\", \"TensorFlow\", \"Google Cloud\", \"Deep Learning\", \"OpenFOAM\", \"Physics\", \"Foods\", \"Imaging\", \"Equities\", \"Data Structures\", \"Recurrent Neural Network (RNN)\", \"Resourcing\", \"Algorithms\", \"PyTorch (Machine Learning Library)\", \"Job Descriptions\", \"Sailing\", \"Cloud Infrastructure\", \"Custom Backend\", \"Cultivator\"]',\n", + " 'languages': \"['English']\"},\n", + " {'company_id': 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We make our customers successful in the digital world. Within our department Products & Platforms we are looking for new colleagues: Software Engineer / Kubernetes We are Virtualizers, Software Engineers, Orchestrators, Coders and offer a highly skilled devops and software engineering team responsibility to provide and enhance services and APIs which are used by many teams and applications or external consumers two completely own managed Kubernetes clusters (on GKE/GCP) a close collaboration with software engineering teams to support them building new features and applications You are a tech enthusiast, cloud surfer, automator, networker and you impress us with a good understanding of mixed architecture of public and private clouds professional experience with Kubernetes, infrastructure as a code and cloud services networking, scripting (Bash), log and systems performance analysis skills a good understanding of web application architectures (web servers, relational/non-relational databases, caching tiers, fault-tolerant design) solid communications – even remotely -, team working and interpersonal skills fluent in English, German is a plus Important: We are only able to consider applicants with a valid permit to reside and work in Switzerland or citizens of EU-27. Direct applications are given priority. We will be happy to answer your questions via our WhatsApp chat +41 79 358 35 76. We, Sylvia Ramona Bertele and Colin Griehl, look forward to receiving your online application!',\n", + " 'soft_skills': '[\"Collaboration\", \"Communications\", \"Infrastructure\", \"Management\"]',\n", + " 'hard_skills': '[\"Web Applications\", \"Web Servers\", \"Advertisement\", \"Kubernetes\", \"Enhanced Messaging Service\", \"Platform Product Management\", \"Fault Tolerant Ethernet\", \"Consumables\", \"Google Kubernetes Engine (GKE)\", \"Private Cloud\", \"Software Engineering\", \"Cloud Services\", \"Applications Architecture\", \"Whatsapp\", \"Digitization\", \"Bash (Scripting Language)\", \"Receivables\", \"Google Cloud Platform (GCP)\", \"Relational Databases\", \"Customer Success\", \"Scripting\", \"Performance Analysis\", \"Network Automation\", \"DevOps\"]',\n", + " 'languages': \"['English', 'Marathi', 'Castilian', 'Irish']\"},\n", + " {'company_id': '97',\n", + " 'job_title': 'paid internship in information technology - data scientist -switzerland, 6 months (m/f)',\n", + 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We are looking for Data Scientist Interns (Female or Male) 6-months - Based in Geneva CompensatedYour responsibilities will be:Get into the details on Marketing and Data Science, using artificial intelligence, data visualization and analytic engines, release business building insights, generating plans from our data to serve consumers worldwide in better way. You will learn through from data we generate from 1.5TB individual consumer touchpoints daily, and information on 500MM consumers\\' behaviors. You will answer business questions and propose solution for business problems by applying machine learning techniques and automatize analysis of consumer touch point information or other deep learning data, explore their patterns and recommend marketing activities.You will discover and invent next-generation business analytic tools for our category analysts and business partners, own our new applications from design-thinking up to user adoption.Full-stack development of innovative and creative tailor-made algorithms that will drive real-life business recommendation and activation, using your favorite tools or environment.Team up with technology partners to translate your innovations into robust, scaled, analytic solutions Collaborate actively and effectively with the data science team, other function\\'s partners and senior management to achieve your project\\'s objectives.Participate to P&G\\'s analytic capability program at different levels of skill and seniority To qualify for this role you should possess the following: Doing a Master Degree in a quantitative field (Operation Research, Computer Science, Engineering, Applied Math, Statistics, Analytics, Data Science, Life-science etc)Passion to try new things, learn quickly and work well with diverse backgrounds.Excellent interpersonal skills, self-motivated, dynamic and can-do attitudeEnthusiasm and curiosity about the intersection of business, technology and data.Very good English (written and oral) and you should have knowledge of Business Intelligence Tools such as KNIME, Tableau, SpotfireBig Data Ecosystem: Hadoop, Spark, MapReduce, SQL, HiveScientific Computing: R, Python, C++, Java, ScalaAdvanced Analytical models (Bayesian, Optimization (global, local, stochastic methods), Uncertainty Quantification, etc.) We offer: Competitive compensationOwn your responsibilities and project leadership as of day 1Dynamic, Diverse, Multi-cultural and Flexible working environment\\'Vibrant Living\\' offering on-site: Gym / Yoga / Sports-teams, Hair-Salon, Canteen, Agile workspace design, Flex-work arrangements possible and \"new-hire network activities\"Help with housing, subsidized meals, free public transport in Geneva and access to our company store, are some examples of our benefits.Equal Opportunities for everybody #WeSeeEqual #LikeAGirl #GABLE #P&GJob Location: Geneva, Petit-Lancy Due to legal restrictions, immigration sponsorship is available only for EU/EFTA nationalities. All candidate with non EU/EFTA nationalities are encouraged to check out opportunities in countries where they can obtain a work permit.Further helpful information to make the application process smooth: Just apply via clicking the button belowHave your CV in English ready to attachPlease note individual attachments cannot be larger than 500 KB ',\n", + " 'soft_skills': '[\"Self-Motivation\", \"Leadership\", \"Collaboration\", \"Planning\", \"Management\", \"Decision Making\", \"Innovation\", \"Creativity\", \"Curiosity\"]',\n", + " 'hard_skills': '[\"Business Analytics\", \"Tableau (Business Intelligence Software)\", \"Tooling\", \"Data Explorers\", \"Agility\", \"Accessioning\", \"Business Intelligence Tools\", \"Computer Science\", \"Life Sciences\", \"Analytics\", \"Consumables\", \"Statistics\", \"Bayesian Modeling\", \"Branding\", \"Business Partnering\", \"KNIME\", \"Activism\", \"MapReduce\", \"Python (Programming Language)\", \"Yoga\", \"Operations Research\", \"Levelling\", \"Translations\", \"Hostile Work Environment\", \"Business Intelligence\", \"Data Visualization\", \"Machine Learning Methods\", \"Data Science\", \"Uncertainty Quantification\", \"Release Engineering\", \"Equalization\", \"R (Programming Language)\", \"Artificial Intelligence\", \"Deep Learning\", \"Design Thinking\", \"Adoptions\", \"Public Transport\", \"Subsidized Housing\", \"Algorithms\", \"Business Technologies\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Touchpoint\", \"New Hire Orientations\"]',\n", + " 'languages': \"['English', 'Western Frisian', 'Gaelic', 'Kannada', 'Tigrinya']\"},\n", + " {'company_id': '96',\n", + " 'job_title': 'study data manager',\n", + " 'location': 'Basel',\n", + " 'industry': 'Staffing & Outsourcing',\n", + " 'website': 'www.proclinical.com',\n", + " 'jobdescription_embedded': '[[-3.31524819e-01 3.49949777e-01 3.49553525e-01 1.24307033e-02\\n6.97148919e-01 -9.62627828e-02 1.81974381e-01 1.72352239e-01\\n-4.15377505e-03 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The organisation is a global provider of automated laboratory instruments and solutions that develops, produces, markets, and supports automated workflow solutions that empower laboratories to achieve more. This vacancy is an excellent opportunity to work with a highly prestigious organisation whose historic presence has been a cornerstone in the pharmaceutical industry. Job Responsibilities: Operates as the core representative for Clinical Data Management (CDM) on the study team and to be accountable for the collection, review, and management of data, ensuring deliverables are met. Leads the CDM study team in maintaining oversight of all build, conduct, and close activities for one or more studies, ensuring fit for purpose quality. Leads the CDM study team and maintains oversight of all build, conduct, and close activities for one or more studies, ensuring fit for purpose quality. Implements study conventions, processes, knowledge sharing, and best practices on assigned study(ies). Leads the CDM study team and maintains oversight of all build, conduct, and close activities for multiple or complex studies, ensuring fit for purpose quality. Implements study conventions, processes, knowledge sharing, and best practices on multiple or complex studies. Leads the CDM study team and maintains oversight of all build, conduct, and close activities for one or more studies, ensuring fit for purpose quality. Implements study conventions, processes, knowledge sharing, and best practices on assigned study(ies). Utilizes communication tools. Effectively communicates study goals and status of work, including all requirements to CDM study team and stakeholders. Shares knowledge using relevant forums and communication tools. Effectively communicates study goals and status of work, including all requirements to CDM study team and stakeholders. Leads proactive sharing of knowledge using relevant forums and communication tools. Effectively communicates at the Business Process Owner (BPO) level with the ability to share information with relevant stakeholders. Strategic Agility With direction, manages CDM study deliverables, including timelines, risks, and coordination of cross-functional tasks. Understands study issues and implements corrective action plans, evaluates risk, and implements risk mitigation plan at the study level. Manages CDM study deliverables, including timelines, risks, and coordination of cross-functional tasks. Identifies and escalates study issues appropriately and addresses corrective action plans. Evaluates the impact of risks and develops and implements mitigation plans at the study level. Manages CDM deliverables, including timelines, risks, and coordination of cross functional tasks on multiple or complex studies. Proactively develops solutions to complex problems. Proactively reviews risk and develops contingency plans at the study level. Sets targeted timeframes for deliverables and proactively influences and negotiates positive outcomes for CDM on technical/functional deliverables. Resolves cross-functional problems and proactively identifies process gaps and the piloting of innovative solutions. Proactively develops contingency plans to reduce impact of risks to technical/functional strategies. Receives coaching and mentoring on sub functional activities. Provides timely feedback to individuals and to CDM Management and seeks ongoing feedback for personal. Provides coaching and mentoring on sub functional activities to peer Study Data Managers (SDMs) and associate Study Data Managers (aSDMs). Provides timely feedback to individuals and to CDM. Identifies gaps in Study Data Manager (SDM) knowledge and provides coaching and mentoring on sub functional activities to SDMs and/or raises gaps to Program Data Leader (PDL) and CDM Management. Skills and Requirements: Extensive experience in one or more CDM functions. Ability to apply highly advanced principles, theories, and strategies to one or more sub functions within CDM. Consistent demonstration of ingenuity, creativity, and resourcefulness. Ability to apply advanced principles, theories, and concepts for one or more sub functions within CDM. Grasp of trends in the industry and applies them to work within the organization. In-depth understanding of the business of their sub function and the wider CDM organization. Knowledgeable of theories and principles of CDM and how to apply them within their sub function. To Apply: Please click on the Apply button. Please include a short note outlining why you are interested in the role and why you think you are suitable. In case you have difficulty in applying or if you have any questions, please contact Tom Magenis at +44 203 854 1050 or upload your CV on our website - www.proclinical.com. A full job description is available on request. Proclinical Staffing is a specialist employment agency and recruitment business, providing job opportunities within major pharmaceutical, biopharmaceutical, biotechnology and medical device companies. Proclinical Staffing is an equal opportunity employer. #LI-TM1 #Biometrics',\n", + " 'soft_skills': '[\"Ingenuity\", \"Complex Problem Solving\", \"Negotiation\", \"Coordinating\", \"Proactivity\", \"Resourcefulness\", \"Planning\", \"Management\", \"Accountability\", \"Communications\", \"Timelines\", \"Operations\", \"Innovation\", \"Creativity\", \"Positivity\"]',\n", + " 'hard_skills': '[\"Biometrics\", \"Automation\", \"Mitigation\", \"Outliner\", \"Tooling\", \"Agility\", \"Knowledge Process Outsourcing\", \"Collections\", \"Risk Mitigation\", \"Data Management\", \"Good Agricultural Practices\", \"Industrialization\", \"Biotechnology\", \"Activism\", \"Component Object Model (COM)\", \"Maintainability\", \"Instrumentation\", \"Levelling\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Communication Studies\", \"TARGET 3001!\", \"Medical Devices\", \"Workflow Automation\", \"Cross-Functional Coordination\", \"Library For WWW In Perl\", \"Business Process\", \"Equalization\", \"Personalization\", \"Corrective Action Training\", \"Receivables\", \"Pharmaceuticals\", \"Ambulatory Functional Activities\", \"Information Sharing\", \"Job Descriptions\", \"Contingency Plan\", \"Biopharmaceuticals\"]',\n", + " 'languages': \"['English', 'Aymara', 'Avaric', 'Burmese']\"},\n", + " {'company_id': '75',\n", + " 'job_title': 'software development engineer (c/c++) m/f',\n", + " 'location': 'Zürich',\n", + " 'industry': '',\n", + " 'website': '',\n", + " 'jobdescription_embedded': '[[-1.79381236e-01 4.31842625e-01 4.21524853e-01 -1.84562564e-01\\n3.95667464e-01 -3.09906304e-01 1.97623298e-01 3.77338082e-01\\n1.27400765e-02 -2.72101939e-01 -1.95142567e-01 -2.68955827e-01\\n-4.83425856e-02 -8.01442564e-02 1.36897191e-01 2.88511634e-01\\n3.76314700e-01 3.22485133e-03 -1.52682453e-01 2.16077134e-01\\n-2.24764831e-02 -5.91001064e-02 1.76394328e-01 6.93758309e-01\\n4.37729657e-01 8.20632949e-02 1.10619247e-01 2.25949526e-01\\n-4.00120676e-01 -3.39135110e-01 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Required skills: - University degree in computer science or related subject - Relevant work experience in application development - Experience programming in C/C++ required, Python advantageous - English is our main language, further languages advantageous - German is a must - Motivation and drive to work in a team Your role and responsibilities: - Join our software development team to develop the Software driving our cutting-edge special technology. - Application development in C/C++ and Python - Structuring and architecting of software modules - Embedded programming Benötigte Skills Embedded SW Python C C++ Englisch',\n", + " 'soft_skills': '',\n", + " 'hard_skills': '[\"Application Development\", \"Software Modules\", \"C++ (Programming Language)\", \"Software Development\", \"Programming (Music)\", \"Python (Programming Language)\", \"Computer Science\", \"Embedding\"]',\n", + " 'languages': \"['English']\"}]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "file = open(\"IT_entry_swiss_jobs_with_embeddings - IT_entry_swiss_jobs_with_embeddings.csv\")\n", + "data = list(csv.DictReader(file))\n", + "data" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[['company_id',\n", + " 'job_title',\n", + " 'location',\n", + " 'industry',\n", + " 'website',\n", + " 'jobdescription_embedded',\n", + " 'job_description',\n", + " 'soft_skills',\n", + " 'hard_skills',\n", + " 'languages'],\n", + " ['84',\n", + " 'application engineer - java',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-2.55808532e-01 3.37073445e-01 4.68456328e-01 5.96076213e-02\\n5.44890523e-01 -1.30339459e-01 -6.62898943e-02 3.29940349e-01\\n-1.33533999e-01 -4.37654316e-01 -9.55163836e-02 -9.86115709e-02\\n-2.44956892e-02 8.97528455e-02 1.91370547e-01 4.12870944e-01\\n3.98574650e-01 4.05492671e-02 -1.95302904e-01 3.74782205e-01\\n4.89123389e-02 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-2.33927459e-01\\n-1.81191191e-01 -2.71966875e-01 -6.74397647e-02 -7.69971758e-02]]',\n", + " 'About our client Our client is the world’s leading wholesale providers of reinsurance, insurance and other innovative forms of insurance-based risk transfer. Your responsibilities Our client is hiring an application engineer to work in a team with IT specialists and business analysts to design and develop solutions for global IT projects. The role is focused on maintaining and developing reporting applications for the Finance division. Maintaining, analyzing, designing, documenting, implementing, testing and deploying high-quality applications is within the responsibility of the team and you. You are interested to find out how you can apply your software engineering skills in the area of object-oriented design and analysis. Knowledge in surrounding technologies like J2EE, HTML5, JavaScript and WebSphere Liberty will help you by understanding the bigger picture. You are not afraid to learn other technologies like z/OS mainframe (i.e. JCL, JES, DB2) In addition, providing Level 3 support for ongoing operations is an integral part of the job. You enjoy solving challenging problems and you are equipped with good analytical skills and are highly motivated. You are willing to constantly develop your knowledge of IT methods and tools. You bring in an interest for reinsurance, financial topics, business requirements engineering and solution design. You will cooperate closely with the team lead, team members and internal clients, promoting teamwork within the project and the department across the globe. Your profile Graduates in computer science are preferred. Graduates in mathematics, technical studies, or natural sciences with software engineering experience are also considered. Persons with multiple years with professional experience in software engineering and projects are preferred. Knowledge in all of the following areas is required: Object Oriented Design & Analysis Java (programming language and libraries), J2EE Web services technologies (RESTful) and WebSphere liberty profile SQL and relational database design Creation and maintenance of technical documentation Strong command of German and English The ideal candidate also offers: Experience with data- and compute-intensive applications (batch processing, scheduling) Know-how in HTML5/JavaScript web-application development, Spring, Hibernate, IBM WebSphere Application Server Good analytical skills Cooperative, team-oriented work-style Experience with agile and test-driven and/or test-oriented software development (JUnit/bamboo/Jira) Above average quality awareness Passion to deliver innovative technical solutions which focus on business requirements and system stability Curiosity and open-mindedness; willingness to learn and develop skills on requirements engineering, test case engineering and solution definition and design Innovative, showing a high degree of own initiative Ability to work under pressure Ability to express him-/herself effectively in one-to-one conversations and small groups Your chance Apply now: jobs@oneagency.ch! Ort: Zürich Spezialisierung: JAVA Entwicklung HTML JavaScript Web JEE/J2EE Agile Hibernate (Framework) Spring (Framework) SQL Sprachen: Deutsch Englisch Job ID: 2085',\n", + " '[\"Analytical Skills\", \"Team Oriented\", \"Teamwork\", \"Cooperation\", \"Willingness To Learn\", \"Integration\", \"Innovation\", \"Curiosity\"]',\n", + " '[\"Application Development\", \"Web Applications\", \"Risk-Based Testing\", \"Test Case\", \"Tooling\", \"KM Programming Language\", \"Software Design Documents\", \"Agility\", \"Computer Science\", \"Junit\", \"Atlassian Bamboo\", \"Natural Sciences\", \"Hibernate (Java)\", \"SQL (Programming Language)\", \"Maintainability\", \"z/OS\", \"HTML5\", \"Application Servers\", \"E (Programming Language)\", \"Levelling\", \"Library\", \"HyperText Markup Language (HTML)\", \"Database Design\", \"Software Engineering\", \"Reinsurance\", \"DB2 SQL\", \"Web Services\", \"Business Requirements\", \"Finance\", \"Requirements Engineering\", \"Personalization\", \"JavaScript (Programming Language)\", \"Object-Oriented Design\", \"Job Control Language (JCL)\", \"Technical Documentation\", \"IBM Websphere Application Server\", \"Technical Solution Design\", \"Batch Processing\", \"Relational Databases\", \"Software Development\", \"Solution Design\", \"Additives\", \"JIRA Studio\", \"Java (Programming Language)\", \"Spring Framework\", \"Web Application Development\"]',\n", + " \"['English', 'Basque']\"],\n", + " ['123',\n", + " 'software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.12718710e-01 1.10670008e-01 4.75184590e-01 -3.31541561e-02\\n5.69552958e-01 -1.60082176e-01 -7.25976750e-02 4.56851900e-01\\n-9.39485431e-03 -3.46985042e-01 -8.97977054e-02 -1.99055016e-01\\n-8.65264684e-02 1.58009958e-02 1.02504492e-01 2.59520143e-01\\n3.06469977e-01 1.36347577e-01 -2.48786330e-01 3.25105458e-01\\n1.79310754e-01 -2.32021026e-02 1.37772277e-01 6.70434237e-01\\n4.32870984e-01 -9.26994905e-03 -5.02437763e-02 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-1.13699242e-01\\n1.53801590e-01 -2.25997627e-01 -2.95881897e-01 1.05147555e-01\\n1.57206491e-01 8.77672136e-02 3.04993987e-02 3.56749564e-01\\n-3.33115608e-01 -7.28528202e-02 2.21941471e-01 3.74152452e-01\\n-4.89055097e-01 1.68205034e-02 -2.58056726e-03 2.86537230e-01\\n9.98579636e-02 1.45134419e-01 -2.68062890e-01 3.77636738e-02\\n-2.18111828e-01 -4.93041754e-01 3.00931811e-01 -3.82694229e-02\\n-8.88267979e-02 1.86702445e-01 2.31924757e-01 2.04290092e-01\\n-2.40811303e-01 -5.96433766e-02 -6.66469112e-02 1.98056191e-01\\n1.53466508e-01 3.27050567e-01 -2.28249490e-01 -2.55908400e-01\\n-2.18592197e-01 1.50415406e-01 -3.20769757e-01 1.13673970e-01\\n-1.28965855e-01 2.35460579e-01 1.00536861e-01 8.53970349e-02\\n2.83914268e-01 3.75412740e-02 -1.57884791e-01 -1.76064670e-01\\n-2.19078660e-01 -2.44343072e-01 3.22884656e-02 -1.08290367e-01\\n2.06559792e-01 -3.71505409e-01 -6.91285059e-02 -3.66223454e-02\\n-2.40121603e-01 -3.35044056e-01 -1.07151186e-02 -4.27005515e-02]]',\n", + " 'As a pioneer in Swiss online wealth management we are changing the way people invest their money. Our product is transparent and easy to use, while also suited for the demanding investor, who is looking for individual solutions and full control. Investing with True Wealth saves your time and your money. To help us to further develop our digital wealth management solution and bring it to the next level, we are looking for a Software Engineer. Requirements Your profile: You have a strong foundation as a Software Engineer (engineering degree), with an inclination towards functional concepts, types and good software design You are a team player who writes clean and elegant code and shares our passion of building a great platform. You possess strong skills in at least one typed programming language. Experience with Java and TypeScript is an advantage but not necessarily required. You are interested and might be experienced in web application development, from browsers down to the database. You might have business domain knowledge from finance, trading, or portfolio management You are fluent in English and are based in or around Zurich (we offer help with relocation). German skills are an advantage but not required. You need to hold or be eligible for a work permit in Switzerland (e.g. via Swiss or EU/EFTA citizenship) Benefits We offer: Responsibility, ownership and influence on the further development of our best-in-class roboadvice solution. Flexibility, exposure and opportunities to work across the entire stack, depending on preferences and skills. Backend stack: Java 12, Java EE (CDI, JAX-RS, JMS), jOOQ, Wildfly, Lombok, Gradle, Docker, PostgreSQL. Front-end stack: TypeScript, React, Redux. Competitive salary package, solidly financed growth company. Continuous integration, single command deployments. Office in Zürich (near station Zürich Binz SZU, 2 stops from HB). In your application, please include your full CV as well as references and possibly public samples to previous work, e.g. on GitHub. We do not work with recruitment agencies.',\n", + " '[\"Typing\", \"Writing\"]',\n", + " '[\"Application Development\", \"Web Applications\", \"KM Programming Language\", \"Investment Control\", \"Continuous Integration\", \"Wealth Management\", \"TypeScript\", \"Java EE Application\", \"PostgreSQL\", \"WildFly (JBoss AS)\", \"Gradle\", \"E (Programming Language)\", \"Levelling\", \"Lombok\", \"Software Engineering\", \"Java Message Service (JMS)\", \"Investments\", \"Portfolio Management\", \"Github\", \"Docker (Software)\", \"React Redux\", \"Finance\", \"Experimental Software Engineering\", \"Digitization\", \"Software Design\", \"Front End (Software Engineering)\", \"Software Requirements Specification\", \"Language Experience Approach\", \"Java (Programming Language)\", \"Trade Finance\", \"Web Application Development\", \"Custom Backend\"]',\n", + " \"['English', 'Tagalog', 'Assamese']\"],\n", + " ['75',\n", + " 'software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + 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-2.30758190e-01\\n-2.84206599e-01 1.57079533e-01 -7.97383934e-02 1.14925869e-01\\n4.31870557e-02 2.88607180e-01 1.11380100e-01 5.29839620e-02\\n3.60932678e-01 -4.99029458e-03 -1.86879590e-01 -1.58306420e-01\\n-3.00347924e-01 -1.00606903e-01 -1.57361060e-01 -1.21937484e-01\\n1.93071052e-01 -3.57706726e-01 -4.54201810e-02 -5.11227697e-02\\n-1.45837128e-01 -2.51471519e-01 5.99597022e-03 -5.31127527e-02]]',\n", + " 'Although you will be exposed to all the different components, your focus will be one of the applications. You will be working on new features, help define the architecture and make sure our solutions stay maintainable (refactor when necessary). You will mainly be responsible for one of the following components: Desktop Application with NFC (Electron) Mobile Application (React Native with Bluetooth Low Energy) Frontend Applications (VueJS) Backend (Go) Other technologies and tools we are currently using are Python, Solidity and Docker as well as Git with Bitbucket, CI/CD for automated testing and deployment, JIRA, Slack, Confluence and Postgres. As a team we work in sprints, prioritize and define how to implement features together, do code reviews and always try to assist each other. What you will be doing: Developing new features during development sprints, making sure your code is properly tested and documented Reviewing pull requests from your colleagues and discuss how issues can be solved better Helping to define the system architecture Refactoring code to ensure it is maintainable What you bring along: Experience in designing, working on and maintaining software systems The right mindset – you like to take on responsibility, you can work independently, you care about code quality Teamwork skills Very good English skills (German not required) Computer Science background is appreciated, but we value personality and a track record over education Eligibility to work in Switzerland What we can offer: Being part of an ambitious, talented team that delivers unique solutions using the latest IoT and blockchain technologies Interesting, challenging, and diverse roles with lots of autonomy Personal development opportunities which are based on your personal contribution having measurable impact on the organization and its products An open, transparent, and inclusive team culture A fun work environment About Modum Modum is an innovative startup, combining new technologies such as Blockchain, IoT and AI to provide new solutions for our customers. Our current solutions are targeted at customers in the pharmaceutical sector - helping them to improve their supply chain efficiency, gain better insights and automate their processes. We leverage trusted data from our next generation digital monitoring solution to solve real-world challenges. Modum not only collaborates with global technology partners such as SAP and AWS, but also joins up with business partners such as Swiss Post to ensure that their solutions are fit-for-purpose. We are looking for team players and passionate personalities who bring innovative ideas and enthusiasm to everything they do. If this sounds like you, we would love to meet you! Application Process You can apply for the job by sending a short cover letter, your CV, and ideally your Github Repo to careers@modum.io. After collecting the applications and reviewing them, we will decide whether your application meets our criteria. If that is the case, we will invite you for a first interview. This interview focuses on getting to know you, your experiences, strengths, and ambitions. The goal of the first interview is to choose a shortlist of three applicants to go forward with. These three applicants will be invited for a second interview. The second interview consists of two parts: (1) A technical interview and technical challenge. We have several options for the technical challenge and are happy to discuss which suits you best beforehand. (2) You will have a chat with a few members of the team. We value a team fit; we want to make sure that both you and the existing team are happy with the decision and can work productively together. After the assessment of the second interview and your positive feedback, we will make some reference calls. As soon as the decision is made and you have received the job offer, we conclude the process by signing the contract.',\n", + " '[\"Teamwork\", \"Decisiveness\", \"Collaboration\", \"Enthusiasm\", \"Innovation\", \"Prioritization\", \"Positivity\"]',\n", + " '[\"Bitbucket\", \"Automation\", \"Tooling\", \"Code Refactoring\", \"Blockchain\", \"Computer Science\", \"Collections\", \"Automated Testing Framework\", \"Supply Chain\", \"Mobile Application Software\", \"Business Partnering\", \"Software Systems\", \"Python (Programming Language)\", \"React Native\", \"Maintainability\", \"Track (Rail Transport)\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Solidity (Programming Language)\", \"Systems Architecture\", \"Idealization\", \"Hostile Work Environment\", \"Slack (Software)\", \"Bluetooth Low Energy (Bluetooth)\", \"Github\", \"Docker (Software)\", \"TARGET 3001!\", \"Electronics\", \"Personalization\", \"Digitization\", \"Code Review\", \"Receivables\", \"Atlassian Confluence\", \"Pharmaceuticals\", \"Git Flow\", \"Personality Development\", \"JIRA Studio\", \"Custom Backend\"]',\n", + " \"['English']\"],\n", + " ['4',\n", + " 'software engineer network management system m/f',\n", + " 'Bern',\n", + " 'Electrical & Electronic Manufacturing',\n", + " 'www.abb.com',\n", + " '[[-1.00095063e-01 1.79666638e-01 4.91430968e-01 -1.08539537e-01\\n3.54067892e-01 -1.54138044e-01 2.08294764e-01 3.63881201e-01\\n-2.24334616e-02 -5.98920405e-01 -3.08517441e-02 -2.12589890e-01\\n3.97444405e-02 2.08572865e-01 1.16825245e-01 3.15799713e-01\\n2.94631451e-01 2.55709916e-01 -1.32803068e-01 3.93163890e-01\\n2.19083354e-01 -1.01245672e-01 1.65381581e-01 6.97421789e-01\\n4.94351357e-01 2.59472034e-03 -1.75915007e-02 -4.93083633e-02\\n-1.05148293e-01 -3.12089354e-01 4.11958396e-01 -7.01484606e-02\\n1.16576523e-01 -3.49363834e-01 8.08832198e-02 -1.01122975e-01\\n-3.07809234e-01 -2.30637506e-01 2.12957207e-02 1.53942481e-01\\n-5.40289938e-01 -2.06222758e-01 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Located in Bern, you will collaborate with team colleagues in Bern as well as work remotely with colleagues in Krakòw (Poland). Are you an open-minded person seeking challenges and willing to take responsibility for the UI development of our products? Let's write the future. Together.Your responsibilitiesYour backgroundMore about usABB is able to offer you an interesting role within a highly motivated team, together with open communication structures. On the basis of a personal, practice-oriented introduction program, you will be given the opportunity to acquire the confidence needed to work independently as well as be a constructive member of an inclusive team within your assigned area. ABB is also able to provide a wealth of opportunity for personal development once you have completed your introduction period, the aim being to assist you in attaining your career goals. Personalized development programs with targeted training measures will help you to enhance your skills on a continuous basis. Interested in joining our team? If so, we look forward to receiving your full application (motivation letter, CV, references) only via our online careers tool. A better world begins with you at www.abb.com/careers ABB Switzerland Ltd. Tamara Hofmann Talent Partner Phone: +41 79 627 53 03 www.facebook.com/ABBCareer www.xing.com/companies/abbschweizag www.linkedin.com/company/abb www.instagram.com/abbcareer\",\n", + " '[\"Collaboration\", \"Communications\", \"Writing\", \"Team Motivation\"]',\n", + " '[\"Front End (Software Engineering)\", \"Professional Development Programs\", \"Constructability\", \"Network Management System\", \"TARGET 3001!\", \"Tooling\", \"Library For WWW In Perl\", \"Network Management\", \"Component Object Model (COM)\", \"Management Systems\", \"M (Programming Language)\", \"Graphic Arts\", \"Personalization\", \"Personality Development\", \"User Interface\", \"Receivables\", \"Graphic Design\"]',\n", + " \"['English', 'Chewa', 'Bosnian', 'Yiddish', 'Afrikaans']\"],\n", + " ['84',\n", + " 'application engineer - java',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-2.55808532e-01 3.37073445e-01 4.68456328e-01 5.96076213e-02\\n5.44890523e-01 -1.30339459e-01 -6.62898943e-02 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3.61386091e-01 1.17341019e-02 1.87336355e-01\\n1.89934328e-01 8.19223654e-03 -3.49441022e-01 -2.55365729e-01\\n-1.77964300e-01 -8.43334943e-02 -6.15842268e-03 -1.66509047e-01\\n2.88866103e-01 -2.58812249e-01 -1.03354618e-01 -2.33927459e-01\\n-1.81191191e-01 -2.71966875e-01 -6.74397647e-02 -7.69971758e-02]]',\n", + " 'About our client Our client is the world’s leading wholesale providers of reinsurance, insurance and other innovative forms of insurance-based risk transfer. Your responsibilities Our client is hiring an application engineer to work in a team with IT specialists and business analysts to design and develop solutions for global IT projects. The role is focused on maintaining and developing reporting applications for the Finance division. Maintaining, analyzing, designing, documenting, implementing, testing and deploying high-quality applications is within the responsibility of the team and you. You are interested to find out how you can apply your software engineering skills in the area of object-oriented design and analysis. Knowledge in surrounding technologies like J2EE, HTML5, JavaScript and WebSphere Liberty will help you by understanding the bigger picture. You are not afraid to learn other technologies like z/OS mainframe (i.e. JCL, JES, DB2) In addition, providing Level 3 support for ongoing operations is an integral part of the job. You enjoy solving challenging problems and you are equipped with good analytical skills and are highly motivated. You are willing to constantly develop your knowledge of IT methods and tools. You bring in an interest for reinsurance, financial topics, business requirements engineering and solution design. You will cooperate closely with the team lead, team members and internal clients, promoting teamwork within the project and the department across the globe. Your profile Graduates in computer science are preferred. Graduates in mathematics, technical studies, or natural sciences with software engineering experience are also considered. Persons with multiple years with professional experience in software engineering and projects are preferred. Knowledge in all of the following areas is required: Object Oriented Design & Analysis Java (programming language and libraries), J2EE Web services technologies (RESTful) and WebSphere liberty profile SQL and relational database design Creation and maintenance of technical documentation Strong command of German and English The ideal candidate also offers: Experience with data- and compute-intensive applications (batch processing, scheduling) Know-how in HTML5/JavaScript web-application development, Spring, Hibernate, IBM WebSphere Application Server Good analytical skills Cooperative, team-oriented work-style Experience with agile and test-driven and/or test-oriented software development (JUnit/bamboo/Jira) Above average quality awareness Passion to deliver innovative technical solutions which focus on business requirements and system stability Curiosity and open-mindedness; willingness to learn and develop skills on requirements engineering, test case engineering and solution definition and design Innovative, showing a high degree of own initiative Ability to work under pressure Ability to express him-/herself effectively in one-to-one conversations and small groups Your chance Apply now: jobs@oneagency.ch! Ort: Zürich Spezialisierung: JAVA Entwicklung HTML JavaScript Web JEE/J2EE Agile Hibernate (Framework) Spring (Framework) SQL Sprachen: Deutsch Englisch Job ID: 2085',\n", + " '[\"Analytical Skills\", \"Team Oriented\", \"Teamwork\", \"Cooperation\", \"Willingness To Learn\", \"Integration\", \"Innovation\", \"Curiosity\"]',\n", + " '[\"Application Development\", \"Web Applications\", \"Risk-Based Testing\", \"Test Case\", \"Tooling\", \"KM Programming Language\", \"Software Design Documents\", \"Agility\", \"Computer Science\", \"Junit\", \"Atlassian Bamboo\", \"Natural Sciences\", \"Hibernate (Java)\", \"SQL (Programming Language)\", \"Maintainability\", \"z/OS\", \"HTML5\", \"Application Servers\", \"E (Programming Language)\", \"Levelling\", \"Library\", \"HyperText Markup Language (HTML)\", \"Database Design\", \"Software Engineering\", \"Reinsurance\", \"DB2 SQL\", \"Web Services\", \"Business Requirements\", \"Finance\", \"Requirements Engineering\", \"Personalization\", \"JavaScript (Programming Language)\", \"Object-Oriented Design\", \"Job Control Language (JCL)\", \"Technical Documentation\", \"IBM Websphere Application Server\", \"Technical Solution Design\", \"Batch Processing\", \"Relational Databases\", \"Software Development\", \"Solution Design\", \"Additives\", \"JIRA Studio\", \"Java (Programming Language)\", \"Spring Framework\", \"Web Application Development\"]',\n", + " \"['English', 'Spanish', 'Croatian']\"],\n", + " ['109',\n", + " 'data scientist (analytics)',\n", + " 'Zürich',\n", + " 'Enterprise Software & Network Solutions',\n", + " 'www.starmind.ai',\n", + " '[[-2.10179746e-01 1.94211572e-01 4.47810352e-01 7.11169317e-02\\n4.75101680e-01 -1.05349049e-01 1.71992742e-02 3.98088157e-01\\n-2.30169017e-02 -5.11718750e-01 7.56235421e-02 -2.83988595e-01\\n-1.85230911e-01 1.26160175e-01 2.60654427e-02 3.76901388e-01\\n2.39219233e-01 1.66433752e-01 -1.64665177e-01 4.03719902e-01\\n6.82031959e-02 -1.23662595e-02 4.69312072e-04 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-3.44549417e-01 7.99285024e-02 -3.76709290e-02]]',\n", + " \"At Starmind, we believe that the combined knowledge and cognitive capabilities of humans far exceed any existing technology's computing power; thus, we developed AI to empower and enhance rather than replace the human mind. Our platform helps expedite people's advancement by exploring undocumented human intelligence and enabling real-time access to skills, knowledge, and solutions within corporations, communities, and, since we like to think of the bigger picture: the world. We are backed by some of the best VC investors in Europe, becoming one of the fastest growing AI companies in Europe; and are rapidly expanding our team with the crème de la crème from AirBnB, Twitter, SalesForce, Zuora and many more. Do you have what it takes to help us shape the future of AI? Watch this video to find out how Starmind works! What You Will Do You analyse the data generated by our application and generate insights into where and how machine learning algorithms could be applied to improve the user experience. You identify the most important KPIs to measure the performance of our existing algorithms and set up automatic monitoring and reporting for these metrics. You advise our developers on how to log data so that the usage and usefulness of all features can be measured. You work with our DevOps to improve the accessibility and scalability of our logs and databases. Who You Are You are fluent in SQL (e.g. MySQL). Experience with ElasticSearch and/or NoSQL databases is a plus. You can write code for data processing in Python (using data analysis libraries such as pandas). You have experience with data visualization (for example using matplotlib or Grafana). You are always curious to try out new tools and libraries for the analysis and visualization of data. You follow new developments in AI and understand how machine learning algorithms can help to analyse data. You have a sharp eye for irregularities in a dataset and you will leave no stone unturned when looking for the cause of an anomaly. You have a good understanding of statistics, in particular regarding hypothesis tests and statistical significance. You desire to work in a small, agile team environment. You communicate proactively and work independently. The Bounty A dynamic, young company where input is welcomed and acted upon High level of personal responsibility and independence A challenging and exciting mission within an innovative and multi-cultural environment The opportunity to work with some of the smartest and most innovative people in the market If this sounds like you, let’s solve the riddle and apply (written in English or German) - We’re very excited to meet you.\",\n", + " '[\"Communications\", \"Writing\", \"Proactivity\", \"Innovation\"]',\n", + " '[\"MySQL\", \"NoSQL\", \"Matplotlib\", \"Accessioning\", \"Advising\", \"Corporate Communications\", \"Tooling\", \"Agility\", \"Acting\", \"Statistics\", \"Machine Learning\", \"Visualization\", \"New Business Development\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Logging\", \"Library\", \"Levelling\", \"Data Visualization\", \"Machine Learning Methods\", \"Personalization\", \"Machine Learning Algorithms\", \"Scalability\", \"Human Intelligence\", \"Electronic Data Processing\", \"Humanism\", \"Grafana\", \"Statistical Hypothesis Testing\", \"Algorithms\", \"User Experience\", \"Eyes\", \"Pandas (Python Package)\", \"SQL (Programming Language)\", \"Data Analysis\", \"DevOps\"]',\n", + " \"['English', 'Igbo', 'Haitian Creole', 'Ossetian']\"],\n", + " ['75',\n", + " 'data engineer (m/f)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.67797947e-01 2.23471791e-01 4.00910944e-01 6.60025477e-02\\n4.51178789e-01 -1.60052434e-01 -4.33489904e-02 3.22025806e-01\\n-4.20162939e-02 -3.31416547e-01 -8.76895636e-02 -2.47032136e-01\\n-2.10814163e-01 -3.71526442e-02 1.36083215e-01 3.43277901e-01\\n2.37768203e-01 4.16596793e-02 -2.08039641e-01 4.03111547e-01\\n1.70221850e-01 -6.05691634e-02 -1.05087072e-01 6.33610129e-01\\n4.41274971e-01 -2.94557642e-02 -1.15809128e-01 1.13996059e-01\\n-2.87302226e-01 -2.54846573e-01 3.05405200e-01 8.84429738e-02\\n-1.69397458e-01 -3.05417150e-01 1.47818867e-02 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to extract insights from it - Retrieve a wide variety of datasets and integrate them into the data pipeline - Create and maintain an efficient data infrastructure - Continuously provide new ideas to improve our engines and products REQUIREMENTS: - BSc or MSc in Computer Science or equivalent - Proficiency in at least one object-oriented programming language (preferably Python) and at least one scripting language - In-depth understanding of basic data structures and algorithms - Familiarity with software engineering best practices (clean code, code review, test-driven development, ...) and version control systems - Experience with the ETL and data processing tools we’re using is a strong advantage: - Python, Pandas - Luigi and PySpark - PostgreSQL and PostGIS - Scikit-learn and Tensorflow - Working experience with cloud providers (Google cloud, AWS or Azure) - Advanced knowledge of relational databases - Experience with Docker and Kubernetes orchestration is a strong advantage - Understanding of core machine learning concepts is an advantage - Worked previously in ‘agile’ team(s) and are looking forward to doing it again, - Comfortable working in English and German; you have a great read, good spoken command of it Benötigte Skills Englisch CLOUD PostgreSQL Python ETL',\n", + " '[\"Real Estate\", \"Integration\"]',\n", + " '[\"Control Systems\", \"MSC Software\", \"Kubernetes\", \"Tooling\", \"Test-Driven Development (TDD)\", \"Agility\", \"Product Requirements\", \"Luigi (Python Package)\", \"Computer Science\", \"Object Oriented Programming Language\", \"Good Agricultural Practices\", \"Scikit-learn (Machine Learning Library)\", \"Pyspark\", \"Version Control\", \"PostgreSQL\", \"Python (Programming Language)\", \"Data Extraction\", \"Maintainability\", \"Data Pipeline\", \"Urbanization\", \"Dataset\", \"Extract Transform Load (ETL)\", \"Software Engineering\", \"Machine Learning Methods\", \"Docker (Software)\", \"TensorFlow\", \"Google Cloud\", \"Electronic Data Processing\", \"Code Review\", \"Adapter Scripting Language\", \"PostGIS\", \"Data Infrastructure\", \"Data Structures\", \"Relational Databases\", \"Algorithms\", \"Pandas (Python Package)\", \"Object-Oriented Programming (OOP)\"]',\n", + " \"['English', 'Bambara', 'Danish', 'Pushto', 'Bengali']\"],\n", + " ['15',\n", + " 'data engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-9.98998433e-02 1.97152644e-01 4.99470174e-01 -1.87371280e-02\\n5.57983756e-01 -4.58676927e-02 2.19857134e-02 2.63412774e-01\\n5.93734831e-02 -3.48637283e-01 9.23671760e-03 -2.26297766e-01\\n-4.41474877e-02 1.25425667e-01 1.01614155e-01 3.50094080e-01\\n2.28653610e-01 1.43700704e-01 -1.61327466e-01 2.42487073e-01\\n2.60273933e-01 -2.27474153e-01 1.46380231e-01 7.42537141e-01\\n3.51047695e-01 7.53103048e-02 -1.22040108e-01 -8.72733742e-02\\n-2.35802457e-01 -2.19702959e-01 4.60112602e-01 2.73665488e-02\\n-1.78154372e-02 -3.69986176e-01 1.52367219e-01 4.63702492e-02\\n-3.02975923e-01 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intelligence and clinical research. Our wearable device, smart app and proprietary predictive algorithms empower women by giving them unique clinically researched insights and personalized data about their menstrual cycle, fertile window, and pregnancy delivered in a way that’s convenient and non-invasive. Ava was voted Best of Baby Tech at CES 2017, named a Women’s Health “Editors’ Choice” product and has been honoured as the best Swiss startup in 2017 and 2018. Our current key markets include USA, Germany, Switzerland and UK. Would you like to join us on our challenging adventure? Responsibilities: Migrate our research-database setup to a scalable, containerized environment Bring our job workflow management to the next level (Apache Airflow based) Assure research data quality with Continuous Integration (CI) tools and automated test scripts Improve and maintain MongoDB ingestion scripts Improve our PySpark-based big data ETL pipelines and update our Parquet data lake Monitor compliance and extract properties of our clinical studies (incl. automated reporting) for our Clinical team Verify the AI algorithms of our Data Science team using production data, automate output documentation meeting regulatory requirements About you: Master’s degree in Computer Science or equivalent Strong knowledge in Python is a must; knowledge of Git, PySpark, Scala, OOAD and CI is a plus 2+ years of relevant working experience with cloud based, virtual computer environments Experience with ETL pipelines for large data sets Experience with Spark, MySQL and/or MongoDB Knowledge of machine learning algorithms and tools is a plus Ability to work independently with a high sense of responsibility Fluency in English Swiss or EU/EFTA work permit Would you like to contribute to a highly motivated team, with a lot of space for your own initiatives? If yes, please apply online or send your complete application to recruiting(at)avawomen.com. We appreciate that you share our excitement for Ava. Please be aware that only complete applications (CV and motivation letter) can be considered. Ava – Revolutionizing women’s health Moritz Ritter, System Architect and Data Engineering Manager Should you not hear back from us within 3 weeks your application has unfortunately not been successful for the respective role.',\n", + " '[\"Research\", \"Team Motivation\"]',\n", + " '[\"Non-Invasive Monitoring\", \"Storage Area Network (SAN)\", \"Automation\", \"Data Quality\", \"MySQL\", \"Tooling\", \"Computer Science\", \"Prediction\", \"Fertilizers\", \"Apache Parquet\", \"Continuous Integration\", \"Apache Airflow\", \"Clinical Study Design\", \"Reproductive Health Care\", \"Pyspark\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Research Quality Framework\", \"Maintainability\", \"MongoDB\", \"Levelling\", \"Test Automation\", \"Containerization\", \"Smart Device\", \"Extract Transform Load (ETL)\", \"Pipelining\", \"Minimum Data Set\", \"Data Science\", \"Virtual Computing\", \"Personalization\", \"Artificial Intelligence\", \"Clinical Research\", \"Digital Health Technologies\", \"Big Data\", \"Scalability\", \"Data Lakes\", \"Test Script\", \"Workflow Management\", \"Algorithms\", \"Scripting\", \"Git Flow\", \"Wearables\", \"Virtual Private Cloud\", \"Regulatory Requirements\"]',\n", + " \"['English', 'Kuanyama', 'Chechen', 'Sinhalese', 'Mongolian']\"],\n", + " ['14',\n", + " 'embedded software/firmware engineer',\n", + " 'Switzerland',\n", + " 'Staffing & Outsourcing',\n", + " 'www.antal.com',\n", + " '[[-3.64791125e-01 2.35604301e-01 4.71969485e-01 1.80554297e-02\\n5.39171696e-01 -1.95542082e-01 -1.78875089e-01 2.10245162e-01\\n-1.87526606e-02 -3.44100654e-01 -1.69030115e-01 -2.17811584e-01\\n-7.94864744e-02 1.36119023e-01 1.77058026e-01 4.93197948e-01\\n3.49765152e-01 -2.59339921e-02 -2.01735198e-01 4.24154550e-01\\n1.24527872e-01 -7.76181445e-02 7.38352463e-02 7.81326652e-01\\n2.76699573e-01 -6.76936051e-03 1.69829819e-02 2.52978485e-02\\n-9.39062461e-02 -8.16924348e-02 3.74709517e-01 -2.59687360e-02\\n-2.79702991e-01 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Acknowledged innovator and leading player in the Internet of Things domain, the Company offers a compelling portfolio of platforms delivering consolidated technological excellence for any kinds of Smart City and IoT projects. To support its growth path, is looking for a: EMBEDDED SOFTWARE/FIRMWARE ENGINEER The candidate will be part of the embedded software design team, defining the design specification, coding and testing embedded SW for complex low power, RF IoT devices. Main Responsibilities Develop low level drivers, protocol stacks and low power applications software for both, RTOS and embedded Linux based platforms, promote new technologies, proactively looking at innovative protocols and solution; Qualifications and experiences University degree in Computer Science or Electronics Engineering or equivalent discipline; Proven experience in architecture definition and software development in C/C++ for embedded applications; Knowledge of IoT technologies and application protocols for embedded systems - such as CoAP, MQTT, LWM2M and data model Good knowledge of microcontrollers, in particular Cortex-M microcontrollers and peripherals; Experience with embedded Linux platforms, such as RPI and BBB; Experience with radio networking protocols such as 802.15.4, 6LoWPAN, IPv6, TCP-IP, ZigBee, Bluetooth; Good knowledge of low power design techniques; Experience in debugging and validating complex embedded systems and protocol stack; Ability to read schematics and debug at PCB level using typical lab equipment if needed; Knowledge and experience on software engineering methodologies: lifecycle, quality assurance and testing techniques, continuous integration and continuous deployment technologies, Agile scrum methodology; Skills required Knowledge of RF and IoT platforms; Knowledge of embedded OS and embedded Linux platforms; Flexible, able to prioritise activities and managing time efficiently, meeting the deadlines; Problem solving approach and ability to manage pressure; Able to work cross-functionally in dynamic and international environments; Proficient understanding of code versioning tools, such as Git; Effective communication in English (both written & verbal - including technical documentation); We offer: The opportunity to work in a highly dynamic multinational environment, interacting with different cultures and nationalities; The unique experience of cooperating on very innovative technological projects, sharing knowledge and expertise with high talented professionals; Swiss Labour contract;',\n", + " '[\"Cooperation\", \"Professionalism\", \"Proactivity\", \"Management\", \"Problem Solving\", \"Communications\", \"Innovation\", \"Quality Assurance\", \"Time Management\"]',\n", + " '[\"Tooling\", \"Enterprise Application Software\", \"Interactivity\", \"Computer Science\", \"Data Modeling\", \"Continuous Integration\", \"Survey Data Collection\", \"Scholastic READ 180\", \"Shared Whois Project\", \"Cortex M\", \"IPv6\", \"Electronic Engineering\", \"Linux\", \"Message Queuing Telemetry Transport (MQTT)\", \"Wireless Application Protocol (WAP)\", \"Design Specifications\", \"Levelling\", \"Agile Edge Technologies\", \"Scrum (Software Development)\", \"TCP/IP\", \"Wireless Sensor Networks\", \"Embedding\", \"Software Engineering\", \"Plant Design Systems\", \"Consolidation\", \"C (Programming Language)\", \"6LoWPAN\", \"Embedded Systems\", \"Pathing\", \"Firmware\", \"Technical Documentation\", \"Power Supply Design\", \"Software Design\", \"Trunked Radio Systems\", \"Software Development\", \"Radio Link Protocols\", \"Bluetooth\", \"Git Flow\", \"Internet Of Things (IoT)\", \"Embedded Software\", \"Zigbee\", \"Debugging\", \"Protocol Stack\"]',\n", + " \"['English', 'South Ndebele', 'Tsonga', 'Ganda', 'Swedish']\"],\n", + " ['84',\n", + " 'software engineer - .net developer w/m',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-3.01657408e-01 2.30316505e-01 5.26042521e-01 -8.72600079e-02\\n4.53993380e-01 -1.98693052e-01 -4.32159677e-02 4.65722531e-01\\n-1.48710459e-01 -3.88769388e-01 -1.91301897e-01 -3.22442859e-01\\n-7.62060061e-02 1.10869899e-01 2.56091684e-01 3.47763777e-01\\n3.33220124e-01 1.18078180e-01 -2.80989975e-01 2.60545522e-01\\n1.94182679e-01 2.88035795e-02 8.21112022e-02 7.07120717e-01\\n3.54223788e-01 4.11188267e-02 -8.30323398e-02 -8.85845050e-02\\n-2.78669566e-01 -2.18544230e-01 3.54387879e-01 -1.13285892e-01\\n9.43706837e-03 -3.22178423e-01 3.10933106e-02 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engineering consulting. In Switzerland, our client employs more than 200 consultants and aims towards large growth. We operate particularly in Life Sciences (Pharma, Biotech, and Medical Devices), Industry (Watches, MEMs), Aerospace, Automotive, Energy, Railways, Finance and Telecoms sectors. Our client deploys activities throughout Switzerland with premises in Zürich, Basel, Lausanne and Geneva. Ihr Aufgabenbereich Detailed requirements analysis, designing, and developing code. Architecture discussion. Coding, testing, debugging, and documenting programs. Revising and updating programs. Integration and deployment scripts. Participating in production support including investigation and fixing bugs. Ihr Profil Education level: Master or Engineering Degree in Software Engineering (EPFL, ETH, HES or equivalent). Requirements: Minimum 7 years of experience in .NET development. Minimum of 4 years of relevant experience with WPF. Proven experience in UI web technologies: HTML, CSS, Javascript. Professional use of programming languages: .NET / C#, ASP.NET, Web Services (WCF), MVC patterns and Web API. Experience with traditional RDBMS databases, such as SQL Server, Oracle SQL, NoSQL. Extensive experience with a common application server (JBoss, IBM Websphere or BEA Weblogic). Microsoft Prism/ MVVM and unity/ IOC grandly appreciated. Experience with Big Data (Hadoop, Teradata) is a plus. Any experience in mobile development (Android, iOS, Xamarin) is a plus. Ability to work with Agile Methodology (Scrum, XP, TFS etc…) Key qualities: You know how to take initiative You like to work in a multidisciplinary team You value knowledge-sharing You must have strong verbal and writing communication capabilities. Ihre Chance Our client offers an exciting tailored career path for your professional and personal development within an international company. You will be accompanied from the beginning with specific coaching and mentoring programs and intensive training on innovation and management in a fast-moving and results driven environment. Interested? Please do not hesitate to find out more about this unique opportunity and send your complete application file to jobs@oneagency.ch. Ort: Zürich Spezialisierung:Sprachen: Job ID: 384',\n", + " '[\"Professionalism\", \"Investigation\", \"Management\", \"Operations\", \"Integration\", \"Innovation\", \"Written Communication\", \"Consulting\"]',\n", + " '[\"Code Testing\", \"NoSQL\", \"ASP.NET\", \"KM Programming Language\", \"Micro Electro-Mechanical Systems (MEMS)\", \"Cascading Style Sheets (CSS)\", \"Life Sciences\", \"Industrialization\", \"IBM WebSphere MQ\", \"Xamarin.ios\", \"Activism\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"High Tech Manufacturing\", \"Scrum (Software Development)\", \"Application Servers\", \"Levelling\", \"HyperText Markup Language (HTML)\", \"Software Engineering\", \"Web Services\", \"Medical Devices\", \"Agile Methodology\", \"Finance\", \"Mobile Application Development\", \"Wcf 4\", \"C# (Programming Language)\", \"Pathing\", \"JavaScript (Programming Language)\", \"Production Support\", \"Revisions\", \"Big Data\", \"Android Software Development\", \"SQL Server Reporting Services\", \"Requirements Analysis\", \"Scripting\", \"Prism\", \"Personality Development\", \"Web UI\", \"Application Programming Interface (API)\", \"Debugging\"]',\n", + " \"['English', 'Scottish Gaelic', 'English', 'Wolof', 'French']\"],\n", + " ['105',\n", + " 'backend engineer (golang) (m/f)',\n", + " 'Zürich',\n", + " 'Internet',\n", + " 'www.smallpdf.com',\n", + " '[[-6.82032555e-02 2.19999552e-01 5.21439850e-01 -8.65903124e-02\\n4.72986251e-01 -2.35543504e-01 7.40684429e-03 3.84785414e-01\\n-9.16572586e-02 -4.33151186e-01 -2.31015608e-02 -4.25794780e-01\\n-7.40003288e-02 1.29385337e-01 -1.59085337e-02 3.18082511e-01\\n3.01796824e-01 1.12471402e-01 -2.60325581e-01 3.60066533e-01\\n2.34320998e-01 -5.44881001e-02 1.32510543e-01 7.39464581e-01\\n3.99427980e-01 -5.11745885e-02 -3.47075947e-02 -4.86372150e-02\\n-2.00322583e-01 -2.03341410e-01 4.41235721e-01 -2.91730203e-02\\n1.89792421e-02 -3.88810039e-01 1.20231621e-01 2.30424255e-02\\n-2.14019522e-01 -2.01827943e-01 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The 5-year-old company is one of the most recognized and awarded startups in Switzerland and has the ambition to simplify the life of its customers. As a senior team full of passion for design, engineering, and business we create remarkable user experiences. Join our cross-functional team and have a direct impact on how over 25 million users worldwide work with documents. We love open-source and using the latest technologies to scale our distributed application to process millions of files every day. As a backend engineer at Smallpdf, you will not only contribute to our backend but also to our infrastructure and tooling. You will work in a cross-functional development team that includes experienced frontend engineers and designers. Our Backend Stack: Golang AWS Docker Ansible Terraform Full stack on Stackshare Responsibilities: Develop new features for Smallpdf Manage and automate our infrastructure that spans across more than 100 machines Analyze and monitor our application to spot problems Help designing our architecture Requirements Golang Experience Work independently and take responsibility and ownership of your work Ability to quickly learn new technologies 5+ years of experience with software development Good programming skills Good knowledge of linux Fluent in English (German is useful but not necessary) Full-time position Permanently based in Zurich (or willing to move) Swiss or EU passport holder (or other permit that allows you to work in Switzerland) Nice to Have: Experience with DevOps tools such as Docker Ansible Terraform Experience scaling (micro-) webservices to millions of users Experience with AWS Benefits The chance to personally impact a successful & rapidly growing startup Tricky challenges scaling a high-traffic web application Work in small teams that have direct impact on tools that are used by million of users Become part of a highly motivated and international team that pushes boundaries Fun company events, such as snowshoe hikes in the Swiss Alps, wake-surfing on lake Zurich, after work BBQs and more! Free German language course Regular Hack Days to challenge yourself Nice rooftop office in central Zurich Do you like the job please apply here: https://apply.workable.com/smallpdf/j/A136D70A95/apply/ By sending your application you allow Smallpdf to handle and store your data.',\n", + " '[\"Infrastructure\", \"Positivity\", \"Management\"]',\n", + " '[\"Web Applications\", \"Automation\", \"Tooling\", \"Nice (Unix Utility)\", \"Programming (Music)\", \"Scale (Map)\", \"Component Object Model (COM)\", \"Linux\", \"Machining\", \"Open Source Technology\", \"IText (Free PDF Software)\", \"Docker (Software)\", \"Terraform\", \"Cross-Functional Coordination\", \"Personalization\", \"Web Traffic\", \"Cross-Functional Team Leadership\", \"Civil Engineering Design\", \"Software Development\", \"Ansible\", \"User Experience\", \"Custom Backend\", \"DevOps\"]',\n", + " \"['English', 'Oromo', 'Ganda', 'Galician']\"],\n", + " ['99',\n", + " 'software engineer',\n", + " 'Eysins',\n", + " 'Biotech 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1.22643121e-01\\n8.03345293e-02 4.92935359e-01 -1.89984858e-01 -2.59463370e-01\\n-3.32633823e-01 2.66296923e-01 3.80577892e-02 1.66840926e-01\\n-8.88827369e-02 2.90821284e-01 7.16807917e-02 6.53435439e-02\\n3.55444521e-01 -1.56623036e-01 -2.89584488e-01 -3.11671942e-01\\n-1.53793246e-01 -1.34443194e-01 1.05127253e-01 -1.44648746e-01\\n2.45508015e-01 -3.53670835e-01 -4.27128226e-02 -2.88287520e-01\\n-1.39551595e-01 -3.97719026e-01 -2.17192456e-01 1.82976108e-02]]',\n", + " 'Quotient is recruiting for a Software Engineer to join the IT department team based in Eysins. The Software Engineer will define, develop, test, analyze and maintain manufacturing software applications in support of the achievement of business requirements. Participate actively in the implementation and support of Manufacturing information systems solutions Participate in the definition, development, and documentation of software’s business requirements, objectives, deliverables, and specifications in collaboration with internal users and departments and as per our project methodology Write, code, install and analyse software programs and applications throughout the full lifecycle of system implementation (from requirements/design through to deployment and support) Design, run and monitor software testing on new and existing programs for the purposes of correcting errors, isolating areas for improvement, and general debugging Develop interface of MES system to ERP, PLC and other 3rd party system Develop and execute software verification plans following quality assurance procedures Develop and maintain IT documentation, user manuals and guidelines as well as train key users to operate new or modified programs Provide support for Manufacturing Software applications (Incident management and problem resolution) and develop further the manufacturing systems support Knowledge base Ensure timely issue identification, resolution, and appropriate escalation Collaborate with suppliers, internal project and IT team, internal management, and customer project teams and management Research, advice and implement technologies for Digital Factory transformation (Industry 4.0) Qualifications Engineering Diploma (EPF/HES or equivalent) in Computer Science, Information Systems, Industrial Engineering or equivalent Minimum 2 years experience on a similar role Programming skills in NET; C# and SQL language and ability to quickly learn new software/applications Must be a team player and an effective communicator, to enable communication with a wide range of stakeholders and cultures Experience of Manufacturing Information systems (Manufacturing Execution Systems, labelling and Enterprise Resource planning) in the medical devices or pharma industry is a strong asset SLDC and validation experience of enterprise applications is considered an asset Ability to work under pressure, meet deadlines and respond flexibly Excellent spoken and written French. Good English required Videos To Watch',\n", + " '[\"Writing\", \"Research\", \"Collaboration\", \"Planning\", \"Management\", \"Communications\", \"Operations\", \"Quality Assurance\"]',\n", + " '[\"Development Testing\", \"Systems Implementations\", \"Enterprise Application Software\", \"Knowledge Base\", \"Industry 4.0\", \"Programming (Music)\", \"Computer Science\", \"Mobile Application Software\", \"System Support\", \"Industrialization\", \"Enterprise Resource Planning\", \"Activism\", \"Installation\", \"Maintainability\", \"Resource Planning\", \"Software Manufacturing\", \"Executable\", \"Software Engineering\", \"Simatic S5 PLC\", \"Business Requirements\", \"Medical Devices\", \"MFG/Pro (ERP)\", \"C# (Programming Language)\", \"Digitization\", \"Incident Management\", \"Systems Development\", \"Industrial Engineering\", \"Transformation (Genetics)\", \"Factorials\", \"Software Testing\", \"Manufacturing Execution System (MES)\", \"Debugging\", \"Information Systems\"]',\n", + " \"['English', 'Valencian', 'Albanian']\"],\n", + " ['145',\n", + " 'c++ software engineer',\n", + " 'Zürich',\n", + " 'Aerospace & Defence',\n", + " 'www.veritystudios.com',\n", + " '[[-1.59014553e-01 3.03873777e-01 4.20136034e-01 9.04157944e-03\\n5.37488341e-01 -1.61431819e-01 1.03864595e-02 2.45850876e-01\\n2.68839337e-02 -3.19560707e-01 -8.36889073e-02 -3.46619129e-01\\n-1.36771798e-01 7.22995996e-02 1.42730713e-01 5.38762569e-01\\n1.96443349e-01 7.95913488e-02 -2.58733332e-01 4.68955278e-01\\n5.77662326e-02 -8.69698301e-02 1.24980330e-01 7.25770831e-01\\n3.68847013e-01 5.06829806e-02 -1.38483390e-01 -3.95100601e-02\\n-1.80905819e-01 -1.23619042e-01 4.67145920e-01 -2.29087807e-02\\n-7.49987438e-02 -5.01810312e-01 9.14061144e-02 9.44920257e-02\\n-2.28975087e-01 -6.00676909e-02 -9.11961049e-02 1.24235593e-01\\n-5.25383294e-01 -3.42253864e-01 2.92138662e-02 -7.24991634e-02\\n-2.29615346e-01 -2.64409304e-01 1.45086557e-01 -7.90537596e-02\\n1.73731849e-01 6.35759383e-02 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-8.01340342e-02\\n-2.59796798e-01 -2.82387510e-02 3.34538460e-01 1.56536564e-01\\n-2.94144511e-01 1.36588559e-01 -1.78364724e-01 2.28852600e-01\\n6.93287700e-04 3.27810675e-01 -6.39480948e-02 -2.64823586e-01\\n-2.22099304e-01 2.29548708e-01 -1.04371443e-01 6.85802847e-02\\n9.05385762e-02 5.22999823e-01 -8.21659416e-02 -7.19054565e-02\\n6.20769918e-01 -3.79451774e-02 -2.77809560e-01 -2.64831513e-01\\n-9.15747732e-02 -1.81097507e-01 -1.18475482e-01 -9.94069874e-02\\n1.95696130e-01 -4.13639069e-01 -5.43571785e-02 -2.41785377e-01\\n4.43092063e-02 -1.98828623e-01 -9.74043161e-02 2.03290060e-02]]',\n", + " \"To complement its growing team, Verity Studios is looking for an experienced and versatile C++ Software Engineer capable of designing and developing high quality software for Verity's indoor drone systems. Designing software for drone systems requires addressing new and challenging problems such as: (a) designing flexible software systems that can adapt to the requirements of several kinds of scenarios (different type and number of drones, different operating procedures, etc.), (b) defining robust and reliable communication protocols for distributed systems (both on wired and wireless connections), (c) implementing sophisticated algorithms to execute tasks efficiently and reliably, and (d) defining smart interfaces to promptly interact with the drones and the other system components during operation. Verity is the global leader in autonomous indoor drone systems and a leading provider of drone failsafe technology. Founded in 2014, Verity's drones have completed more than 150,000 autonomous flights safely above people, in more than 100 facilities in 20 countries worldwide. Its systems also enable the deployment of dynamic sensors and other payloads anywhere in commercial and industrial facilities. Verity's drones have been used by some of the world's biggest names in entertainment, including Cirque du Soleil and Madison Square Garden, and in global tours of major artists including Drake and Metallica. We are entrepreneurs, engineers, artists, professionals, mathematicians, and designers; all working as one. Do you want to join a fast-moving start-up where your contributions will make a difference? Then join us! Responsibilities. Design and develop robust and efficient solutions for advanced robotic systems Participate in all the stages of the development process, including requirements gathering, design, implementation, testing, review, documentation, and deployment Interact with other engineering teams to define and review design documents Design the architecture of system components Define distributed communication protocols and complex state machines. Develop, and maintain general purpose libraries that can be used across Verity's code base Qualifications. University degree in a relevant field Proven track record in designing and developing industrial-grade software Solid knowledge of software engineering principles In-depth understanding of algorithms and data structures Creative approach to problem solving Experience in mentoring junior engineers is a plus Good written and spoken English language skills Excellent knowledge of C++ and STL Familiar with GDB and other debugging and program analysis tools Familiarity with libraries such as Boost and Qt is a plus Experience in Python and modern C++ is a plus Experience in promoting new technologies, coding practices, and development guidelines is a plus Benefits. Work in an interdisciplinary, highly-skilled team Create ground-breaking systems, used by some of the world's most prominent stage productions Shape the culture and have a significant impact in a rapidly growing young company\",\n", + " '[\"Adaptability\", \"Professionalism\", \"Problem Solving\", \"Operations\", \"Reliability\", \"Creativity\"]',\n", + " '[\"Distributed File Systems\", \"Tooling\", \"System Requirements\", \"Interactivity\", \"Boost (C++ Libraries)\", \"Staging\", \"Standard Operating Procedure\", \"Industrialization\", \"C++ (Programming Language)\", \"Software Quality Management\", \"State Machines\", \"Software Systems\", \"Python (Programming Language)\", \"Maintainability\", \"Track (Rail Transport)\", \"Library\", \"Program Analysis\", \"Executable\", \"Software Engineering\", \"Completely Randomized Design\", \"C (Programming Language)\", \"Robotics\", \"Standard Template Library (STL)\", \"Sage SAFE X3\", \"Payloads\", \"Autodesk Design Review\", \"Data Structures\", \"Systems Design\", \"Algorithms\", \"Communications Protocols\", \"Gardening\", \"Public Address Systems\", \"Commercialization\", \"B (Programming Language)\", \"Qt (Software)\", \"Debugging\", \"Documentation Based Coding\", \"Process Driven Development\"]',\n", + " \"['English', 'Armenian']\"],\n", + " ['4',\n", + " 'business analyst - application support analyst',\n", + " 'Neuchâtel',\n", + " '',\n", + " '',\n", + " '[[-1.66816726e-01 2.85162449e-01 4.95247245e-01 -7.54986182e-02\\n5.17806172e-01 -1.34886459e-01 7.60038346e-02 4.32544142e-01\\n-8.29061940e-02 -4.25131202e-01 -2.95873592e-03 -1.83584690e-01\\n9.61176306e-02 2.15909109e-01 1.05633009e-02 3.52613240e-01\\n2.66447812e-01 1.37014166e-01 -1.48201928e-01 2.16381490e-01\\n1.25430062e-01 -1.72634274e-01 3.35497499e-01 6.12776577e-01\\n4.23927665e-01 3.30772921e-02 -2.56940257e-02 -1.53158531e-01\\n-1.23470135e-01 -2.56299287e-01 3.67050439e-01 -9.53961536e-03\\n-2.50251982e-02 -2.93682307e-01 6.65732324e-02 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open-minded and client-oriented, is passionate about his work, who believes in success and has a strong team spirit. Are you looking for you next challenging position? This opportunity is for you!Your challengesYou manage new applications and new functionalities in a manufacturing environment. You are in charge of lifecycle and support in manufacturing and application Level 2.Your skillsExperience in a validated environmentAt least 3-4 years' experienceExperience in application development lifecycle (supply chain)ITSM mandatoryGxP systems and computer validation systemMedical deviceLabelling systems a plusFrench and English mandatoryYour horizonsDo you think you have what it takes to face this challenge ? Don't hesitate to contact me on +41 58 233 27 08 or apply directly on this advert.About Spring ProfessionalAdvance your career, find a job that you love or discover a new opportunity for professional growth – we believe in these goals and work every day to help you achieve them. Spring Professional is a subsidiary of The Adecco Group specialising in temporary and permanent placement of qualified professionals.Find out what we can do for you. Apply for this job, or for one of over 500 other vacancies at SpringProfessional.chYour contactMadame Joanna Fumey, Recruitment Trainee, looks forward to answer your questions by phone +41 58 233 2706.You can apply directly online.JN -072019-296587\",\n", + " '[\"Positivity\", \"Management\", \"Professionalism\"]',\n", + " '[\"Application Development\", \"Validations\", \"Supply Chain\", \"Customer Support Analyst\", \"Application-Level Gateway\"]',\n", + " \"['English', 'Inupiaq']\"],\n", + " ['19',\n", + " 'software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.57442186e-02 1.89378172e-01 4.58602995e-01 -1.45687848e-01\\n3.45443606e-01 -2.16841891e-01 8.32162946e-02 3.52371961e-01\\n1.24339201e-02 -4.67337012e-01 -4.36932482e-02 -2.53092408e-01\\n8.15873034e-03 1.78620026e-01 9.19062123e-02 3.34598005e-01\\n1.35245293e-01 6.92561716e-02 -1.29040137e-01 2.71780521e-01\\n9.42296386e-02 -1.08291984e-01 1.08184852e-01 6.58065796e-01\\n4.39737737e-01 -3.50390095e-03 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-8.48833621e-02]]',\n", + " 'About Us B3i is a growing and dynamic business operating in the global insurance market. We are at the forefront of bringing real innovation into the industry through Blockchain / DLT solutions which we believe will transform insurance. Our vision is simply to make insurance more relevant, accessible and affordable. We have a flat management structure with a start-up mentality and are very ambitious; we want determined and enthusiastic people to share our vision and join us on this journey of innovation. What You Will Do You will be developing distributed insurance applications and services using R3 Corda You will work within a highly skilled and motivated engineering team You will bring your perspective on design and engineering helping to create innovative solutions Your code and applications will run on a global distributed network What you will bring on a professional level Strong knowledge of Java or Kotlin development, tooling and ecosystem Strong object-oriented development Some knowledge about Blockchain, distributed ledger and networks Agile software development experience including tools such as JIRA and CI Experience of working on multi-layered projects It would be great if you have R3 Corda development experience and on a personal level Share you knowledge, insight and learning openly Open to feedback and challenges from the team Curious to learn new skills What we offer B3i offers a competitive package including flexible working time and location & sabbatical programme You will work with a great bunch of people who are really making history in central Zurich Corda certification as part of your onboarding To apply for a job please send your CV in English only to jobs@b3i.tech. Please check your spam mailbox as our replies may be there. Disclaimer Notice for recruitment agencies B3i does not accept speculative CVs. We will only review CVs sent with an application for an advertised post. Any unsolicited CVs received will be treated as the property of B3i Services AG and Terms & Conditions associated with the use of such CVs will be considered null and void.',\n", + " '[\"Innovation\", \"Professionalism\", \"Management\", \"Business Operations\"]',\n", + " '[\"Advertisement\", \"Tooling\", \"Accessioning\", \"Object-Oriented Software Development\", \"CAN-SPAM Act\", \"Blockchain\", \"Industrialization\", \"Perspective (Graphical)\", \"Onboarding\", \"Layering\", \"Levelling\", \"Agile Software Development\", \"Corda\", \"Personalization\", \"Receivables\", \"Distributed Development\", \"Software Development\", \"JIRA Studio\", \"Distributed Network Protocol (DNP3)\", \"Java (Programming Language)\", \"Kotlin\"]',\n", + " \"['English', 'Limburgan', 'Haitian Creole']\"],\n", + " ['84',\n", + " 'trade execution analyst / software engineer',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-3.85091037e-01 2.04619199e-01 5.10620415e-01 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This includes the effective resolution of trade breaks and the potential troubleshooting in a fairly automated process; Act as deputy trader to manage trade execution across global markets; Contribute to the technical development of our portfolio management and execution platform; Contribute on projects to enhance the operational efficiency and reliability of the daily portfolio implementation process in collaboration with internal teams; Maintain and improve system interfaces to both internal and external counterparties (i.e., data and workflow automation) to reduce costs and operational risks; Assure highest data quality for signal generation, performance analysis and reporting. Ihr Profil Pleasant, open-minded and self-motivated team player with genuine interest in financial markets; Bachelor/Master degree in computer science, engineering (Software/Electrical/Electronic) or applied mathematics from a university or a technical college; Strong object oriented language programming skills, preferably C++/C#; Applied knowledge of data modelling, including relational databases (SQL); Solid Excel and VBA skills; 2-3 year of work experience in the financial industry a plus but not required – fresh graduates are welcome to apply; Fast learner, analytical and numerate with an ability to abstract, assess and solve problems; Excellent attention to detail and a proactive response to mistakes; Well-organized / priority-driven with a practical and methodological approach to your work; Fluent in English, other languages a plus. Ihre Chance Schicken Sie Ihre Bewerbungsunterlagen an jobs@oneagency.ch Ort: Zürich Spezialisierung: C# / C++ / C SQL Sprachen: Deutsch Englisch Job ID: 5205',\n", + " '[\"Self-Motivation\", \"Complex Problem Solving\", \"Collaboration\", \"Proactivity\", \"Management\", \"Team Motivation\", \"Reliability\", \"Troubleshooting (Problem Solving)\"]',\n", + " '[\"Automation\", \"Objective Interface Systems\", \"Programming (Music)\", \"Computer Science\", \"Analytics\", \"Data Modeling\", \"Operational Risk\", \"Industrialization\", \"C++ (Programming Language)\", \"Operational Efficiency\", \"Activism\", \"Maintainability\", \"Signal Generators\", \"E (Programming Language)\", \"Executable\", \"Global Market Access\", \"Financial Market\", \"Portfolio Management\", \"Workflow Automation\", \"C (Programming Language)\", \"Electronics\", \"Experimental Software Engineering\", \"C# (Programming Language)\", \"Reconciliation\", \"Applied Mathematics\", \"Alternative Investments\", \"Relational Databases\", \"Performance Analysis\", \"Abstractions\", \"SQL (Programming Language)\", \"Acceptance and Commitment Therapy (ACT)\"]',\n", + " \"['English']\"],\n", + " ['84',\n", + " 'junior software engineer',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-3.55262876e-01 1.89214036e-01 3.44549060e-01 -7.69195780e-02\\n4.18592602e-01 -2.08977953e-01 2.57224757e-02 2.55634874e-01\\n-4.52925600e-02 -3.53813797e-01 -8.81077722e-02 -2.79114902e-01\\n-1.43807575e-01 -2.44296137e-02 1.57099038e-01 5.11675537e-01\\n2.20145375e-01 1.67304929e-03 -2.26128057e-01 3.73971105e-01\\n1.14473306e-01 1.06592640e-01 -1.12827465e-01 7.17247963e-01\\n3.23252827e-01 6.90302700e-02 -3.03562116e-02 -1.16734184e-01\\n-4.23693806e-01 -1.98651627e-01 3.78225416e-01 4.01792563e-02\\n-7.02536153e-03 -1.70849487e-01 5.64118661e-02 1.81276873e-02\\n-2.70528197e-01 -9.54704285e-02 1.01371504e-01 3.00454348e-01\\n-5.13217568e-01 -3.52761358e-01 9.18276086e-02 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multithreaded calculation cluster Transition of various components to .NET Core/.NET Standard Support future development and client consultants with in-depth technological knowledge Ihr Profil University degree in computer science, mathematics, physics, or related subjec Dedication to sound software architecture and clean code principles Experience in object-oriented programming, ideally using C#/.NET Experience in Web technologies like JavaScript, REST, IIS, and databases Great interpersonal and communication skills Fluency in English (full professional proficiency) Interest in modern best practices and tools for software development Experience in SDLC automation Interest in finance and related Math Experience with Big Data and NoSQL technologies, e.g. MongoDB, Apache SPARK, Druid Ihre Chance Schicken Sie Ihre Bewerbung an jobs@oneagency.ch Ort: Zürich Spezialisierung: JavaScript C# / C++ / C .NET Entwicklung Agile SQL Sprachen: Englisch Job ID: 2765',\n", + " '[\"Communications\", \"Professionalism\", \"Consulting\"]',\n", + " '[\"Apache Spark\", \"Automation\", \"Tooling\", \"Test-Driven Development (TDD)\", \"NoSQL\", \"Agility\", \"Computer Science\", \"Good Agricultural Practices\", \"Calculations\", \"MongoDB\", \"E (Programming Language)\", \"Multithreading\", \"Idealization\", \"Object-Oriented Programming (OOP)\", \"Mathematical Physics\", \"C (Programming Language)\", \"Apache Druid\", \"Finance\", \"C# (Programming Language)\", \"Software Architecture\", \"JavaScript (Programming Language)\", \"Big Data\", \"Competency-Based Development\", \"Software Development\", \"Performance Analysis\", \"ASP.NET Core\", \"SQL (Programming Language)\", \"Agile Product Development\"]',\n", + " \"['English', 'Inupiaq', 'Welsh']\"],\n", + " ['62',\n", + " 'project manager for training, media and communication in global logistics',\n", + " 'Chuang-li',\n", + " 'Industrial Manufacturing',\n", + " 'www.hilti.com',\n", + " '[[-8.40743482e-02 2.58469582e-01 4.16815966e-01 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1.01898402e-01\\n4.68550436e-02 2.63695002e-01 1.40488725e-02 4.00250629e-02\\n3.89912277e-01 -9.32000726e-02 -1.88357100e-01 -1.33996591e-01\\n-2.88251102e-01 7.23837093e-02 -6.42600060e-02 -1.68910474e-01\\n2.40446597e-01 -3.39556009e-01 -1.02752298e-02 -1.25127956e-01\\n-5.28026633e-02 -3.32377017e-01 1.13458291e-01 -1.24936044e-01]]',\n", + " \"You will work in Global Logistics business development and derive and define from our strategy and future business potentials concrete project opportunities in the field of trainings, digital media and communication. You can drive, lead and implement global logistics projects with focus on competencies and trainings. You design and create digital media supported communication materials to strengthen our offering in transfer of knowledge and communication in an effective, target group-oriented approach. Who is Hilti? If you’re new to the industry, you might not have heard of us. We provide leading-edge tools, technologies, software and services for the global construction sector. We have a proud heritage, built over 75 years, and a worldwide reputation for pioneering products and exceptional service. With some 29,000 people in more than 120 countries, which we’re looking to expand, we’re a great place for you to show us your worth, step up to new challenges and grow your career. What does the role involve? You lead and drive project execution within global logistics where design tasks play a key role. You drive the learning experience of your stakeholders through training program and platform design. You ensure proper implementation including hand-over and trainings to the end users. You know which methods contribute to understanding a communicative problem in all its complexity. You formulate precise communication goals and define the working steps necessary to achieve a specific goal. Out of the box thinking and creativity helps to find innovative solutions. You design required film and picture material to serve your stakeholders requirements. After a sound analysis and fact base of the as-is situation you define the required steps to achieve the targeted solution. You manage the change with different stakeholder groups and communicate regularly to our management team. Our department drives overarching, cross-functional initiatives in a global set-up and it’s your opportunity to be part of this. What do we offer? Show us what you’re made of and we’ll offer you opportunities to move around the business – to work abroad, experience different job functions and tackle different markets. It’s a great way to find the right match for your ambitions and achieve the exciting career you’re after. We have a very thorough people review process, unlike any we know of in any other business. We screen everyone in the company in a yearly career performance matching process. It means we can pair talent with opportunities - developing our people in their current roles or challenging them to work in new ways or in new places. It’s how we find the right fit and further our teams personally and professionally. Additionally, we offer you a competitive salary and a wide range of benefits, these may include day care for your kids or a free in-house gym. Why should you apply? Within this role you have a unique chance to connect with many people in a wide variety of roles across our global organisation. Hilti's unique company culture stands for an ambitious but caring working environment. If you are looking to develop your career with a global player and international innovation driver and want to be part of a great, international team, we strongly appreciate your application. What you need is: A University degree ideally in Supply Chain or Media related Arts and Design Excellent networking and interpersonal communication skills Experience in project management, film production, photography and interactive design Ideally functional expertise in logistics and/or communications Fluent in English any other language a clear benefit\",\n", + " '[\"Professionalism\", \"Construction\", \"Interpersonal Communications\", \"Management\", \"Communications\", \"Distributed Team Management\", \"Innovation\", \"Creativity\"]',\n", + " '[\"Tooling\", \"Stakeholder Requirements\", \"Global Logistics\", \"Supply Chain\", \"Industrialization\", \"European Training Programs\", \"Films\", \"Digital Media\", \"Idealization\", \"Executable\", \"Hostile Work Environment\", \"TARGET 3001!\", \"Cross-Functional Coordination\", \"Logistics\", \"Personalization\", \"Product Photography\", \"Project Management\", \"Interactive Design\", \"Additives\", \"Derivatives\", \"Media Relations\", \"Business Development\"]',\n", + " \"['English']\"],\n", + " ['122',\n", + " 'software support engineer (fr, ch, be, lu)',\n", + " 'Bern',\n", + " 'Internet',\n", + " 'www.therefore.ca',\n", + " '[[-1.55777916e-01 2.44646162e-01 4.60761309e-01 1.32202441e-02\\n4.27852601e-01 -1.70495957e-01 1.49829969e-01 5.15513301e-01\\n1.98983215e-02 -4.21885222e-01 -5.19852787e-02 -1.41450763e-01\\n1.08371019e-01 1.40827313e-01 1.48692399e-01 3.20744693e-01\\n3.37379754e-01 2.18882591e-01 -2.77064741e-01 3.16944510e-01\\n3.65652815e-02 -2.18486264e-01 2.15076670e-01 7.29440093e-01\\n6.40528560e-01 7.72121176e-02 -5.76715507e-02 -3.02792974e-02\\n-1.67261645e-01 -3.08670282e-01 4.98694271e-01 -1.90470859e-01\\n-9.24927066e-04 -3.46925765e-01 1.92726374e-01 -2.18261052e-02\\n-1.82223916e-01 3.87611613e-02 -1.66576579e-01 -3.89696360e-02\\n-4.63668555e-01 4.78723273e-03 5.43792062e-02 1.40126795e-01\\n-2.63701022e-01 -3.98818225e-01 1.68714151e-01 -4.79045734e-02\\n2.40668774e-01 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The ideal candidate should bring a number of the following qualifications to the table: Bachelor's degree in computer science, engineering, math, or the physical sciences. Communicate effectively in person, on the phone, and electronically while maintaining professionalism. Think with a clear mind and develop clever and useful solutions. Excellent knowledge of Microsoft server and client software. Knowledge of database technology. Knowledge of scripting and SQL is a plus. Intelligence, motivation, and a team player attitude. Native French and fluent English speaking, German is a bonus. The Job:Main responsibilities include: Provide support via phone, web, and email to our resellers and customers. Consult and develop effective relationships with our reseller's technical support staff. Support and advise our reseller’s technical staff in designing the most efficient architecture for complex projects Test Therefore software Assist with creating resources such as Knowledge Base articles This is a home-based contractor position with up to 30% travelling required. As the main goal of this role is to provide support for the French speaking countries, the ideal candidate must be located in France, Belgium or Switzerland. The Rewards: A challenging and diversified job in an internationally oriented, rapidly growing company. A flexible work environment with the freedom to work from anywhere with an internet connection. Technical training and a competitive salary. An international, highly motivated and creative team to support you every step of the way. If these tasks sound like something you would enjoy, we want to hear from you! We look forward to receiving your application at career@therefore.net.\",\n", + " '[\"Professionalism\", \"Communications\", \"Creativity\", \"Positivity\", \"Consulting\"]',\n", + " '[\"Projective Tests\", \"Internet Connection Sharing\", \"Knowledge Base\", \"Advising\", \"Resourcing\", \"Electronics\", \"Scripting\", \"Personalization\", \"Microsoft Servers\", \"Maintainability\", \"Computer Science\", \"Knowledge Management Software\", \"Therapeutic Support Staff\", \"SQL (Programming Language)\", \"Physical Science\", \"Technical Training\", \"Receivables\", \"Technical Support\"]',\n", + " \"['English', 'Twi']\"],\n", + " ['113',\n", + " 'full stack java software engineer for product development',\n", + " 'Allschwil',\n", + " 'Airlines',\n", + " 'www.swiss.com',\n", + " '[[-1.53163314e-01 3.45958501e-01 4.80312377e-01 4.96129654e-02\\n6.46373272e-01 -9.31278542e-02 7.61816055e-02 3.44816893e-01\\n1.95249282e-02 -4.04568464e-01 -1.02227561e-01 -3.02973330e-01\\n-4.56322432e-02 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In order to strengthen our leading market position we are looking for dedicated employees who would like to work in a fascinating international environment with more than 180 customers from all over the world. We are looking for skilled Software Engineers to be responsible for the further development of our Java-based application AMOS. Do you want to be part of a product development team and oversee the full life-cycle? Do you want to develop & maintain a software with more than 5M lines of code, used by airlines from all over the world to ensure the safety of their aircraft's? Then help us to continue the success story of AMOS and apply. Tasks Work closely with customers and their users to understand requirements Implement complex solutions within AMOS in full depth, from database backend until user frontend Go along with the full application life-cycle Work in agile development teams Perform code-reviews and write automated tests Requirements Successfully completed a degree/diploma in software engineering, computer science, or related discipline Strong foundation in Java and SQL Strong object oriented modelling and analysis skills Significant experience/interest in writing enterprise applications Knowledge of Agile Development principles Excellent organization, communication and interpersonal skills Strong customer orientation, ability to make pragmatic compromises to make progress Fluency in English, German language skills are an advantage Airline / MRO know-how desirable What we offer Working in an open and cooperative environment with a motivated and friendly team Good professional and personal development opportunities Active participation in the continuous improvement of processes International work environment with people from around the globe Excellent working conditions in pleasant surroundings: brand new office spaces and ergonomic office furniture, lounge zone, terrace, coffee & break room Ideal work-life balance and different sport possibilities (e.g. squash, soccer, ice skating – partially supported by company) Child allowance and the possibility of home office Fringe benefits: discount on flights, annual TNW abo, discount offers for hotels and hire cars, advantageous credit card conditions, and more\",\n", + " '[\"Writing\", \"Cooperation\", \"Professionalism\", \"Friendliness\", \"Management\", \"Positivity\"]',\n", + " '[\"Computer Science\", \"Life Cycle Assessment\", \"Branding\", \"Maintenance Engineering\", \"Credit Card Applications\", \"M (Programming Language)\", \"Maintainability\", \"E (Programming Language)\", \"Test Automation\", \"Hostile Work Environment\", \"Software Engineering\", \"Java Application Server\", \"Ergonomics\", \"Logistics\", \"Continuous Improvement Process\", \"Object-Oriented Design\", \"Transferable Skills Analysis\", \"Agile Product Development\", \"Office Space Planning\", \"Code Review\", \"Community Organizing\", \"Personality Development\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Custom Backend\"]',\n", + " \"['English', 'Galician', 'Somali', 'Dzongkha']\"],\n", + " ['86',\n", + " 'full stack web application engineer',\n", + " 'Zürich',\n", + " 'Security Services',\n", + " 'www.open-systems.com',\n", + " '[[-3.17957133e-01 3.46389115e-01 3.89491558e-01 -3.21595445e-02\\n5.47099888e-01 -2.52057105e-01 1.19775601e-01 4.27356750e-01\\n-2.69577876e-02 -4.45008129e-01 -1.14103749e-01 -2.02499047e-01\\n-8.60764459e-02 6.90063164e-02 1.94518670e-01 3.55485588e-01\\n3.41190726e-01 1.12909868e-01 -1.41569227e-01 4.89856005e-01\\n4.27033752e-02 -1.30995095e-01 4.85031717e-02 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-2.35832348e-01 -2.35158112e-02 -1.15717314e-01]]',\n", + " 'Join our team of web application developers and face the challenge of making IT security visible, understandable, and beautiful. As a Web Application Engineer, you will extend and improve the Mission Control Portal and thus help our customers to better manage and understand their global network security setups. Together with service engineers, UI designers, and product owners you discuss, shape, specify, and implement solutions that emphasise the value of strong IT security services, ease the operation of thousands of devices deployed across the planet, and provide intelligent insights into security-relevant data and processes. As part of the Mission Control team, you share operational duties with your colleagues. We expect you to bring the following skills to the table: ETH, university, or FH degree in Computer Science Experience in web application development on the client side (JavaScript, CSS3, HTML5, React) and the server side (Java, Spring) Familiarity with SQL and relational databases Basic knowledge of build and deployment environments (Atlassian Bamboo, Maven, Tomcat) Fluent in English and preferably German Furthermore, we expect basic knowledge and a high motivation to participate a coached training program in these areas: Knowledge of Linux operating systems Understanding networking in general and the major internet protocols Knowledge of network security concepts and practices You will join one of our small development teams that works with agile methods. The team will rely on you to focus on its goals and efforts as a team player while being able to work independently. At Open Systems we are passionate about what we do. We work in an environment in which innovative solutions, rapid development times, creativity and open communication are practiced and continuously fostered. The pursuit of technical advancement is at the center of our attention. You will be based at our office in Zurich (CH) and will get the opportunity to work out of our office in Redwood City (US) for a few months. We look forward to receiving your complete online application (letter of motivation, CV, diplomas/reference letters/transcript of records. Compress your application into two attachments). For further questions and inquiries about applications, please feel free to contact Helena Grimm at +41 58 100 10 10.',\n", + " '[\"Management\", \"Communications\", \"Operations\", \"Innovation\", \"Creativity\"]',\n", + " '[\"Application Development\", \"Web Applications\", \"Agility\", \"Computer Science\", \"Compression\", \"Internet Protocols\", \"Atlassian Bamboo\", \"European Training Programs\", \"Rapid Application Development\", \"Linux\", \"HTML5\", \"Server-Side\", \"React.js\", \"Operating Systems\", \"Apache Maven\", \"JavaScript (Programming Language)\", \"Network Security\", \"Small Business Development\", \"Receivables\", \"Relational Databases\", \"Centering\", \"Network Security Services\", \"Java (Programming Language)\", \"Inquiry\", \"SQL (Programming Language)\", \"Web Application Development\", \"Apache Tomcat\", \"Controllability\", \"Open Systems SnapVault\"]',\n", + " \"['English', 'Nauru', 'Portuguese', 'Persian']\"],\n", + " ['46',\n", + " 'data centre 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Our services, processes and tools are built around a unique business vision which emphasizes the life cycle role of IT infrastructure – an understanding that far from being static installations, infrastructures should continually evolve to drive improved business performance. This role will be working as part of the Data Centre Operations team to deliver support activities and input to project related tasks within the Data Centre and ensure that all work carried out complies with agreed standards, providing an operational interface to physical security teams assisting in the proactive management of the site’s security. The DC Engineer will provide an interface to the customer, advising them of any operational issues with the infrastructure and acting as a point of contact to address the customer requirements including being first line of support for incident and recovery duties, contribution to BAU activity to rack, install and decommission devices. Candidates will be fluent in German and English and have worked in a similar role previously. Required Skills / Experience Ideally the candidate will have worked previously in a Data Centre support role.Network patching experience (copper and fibre) install and break/ fixKnowledge of copper termination and previous infrastructure installationsChange management processesUnderstanding of criticality of support in a financial sectorDemonstration of good listening, oral and written communication required.An ability to assimilate technical details required for project delivery in ashort time frame and in pressurised environmentAbility to manage prioritise workload effectivelyTroubleshooting, ability to diagnose potential issues impacting programme and offer resolutionFluent in German and English Job Types: Full-time, Permanent Language: English (Required)German (Required) ',\n", + " '[\"Proactivity\", \"Infrastructure\", \"Management\", \"Operations\", \"Written Communication\"]',\n", + " '[\"Business Performance Management\", \"Logistics Support Activity\", \"Tooling\", \"IT Infrastructure\", \"Installation\", \"Advising\", \"Activism\", \"Acting\", \"Idealization\", \"Physical Security\", \"Life Cycle Assessment\", \"Customer Requirements Analysis\"]',\n", + " \"['English']\"],\n", + " ['67',\n", + " 'embedded software engineer (f/m)',\n", + " 'Murten',\n", + " 'Transportation Equipment Manufacturing',\n", + " 'www.johnsonelectric.com',\n", + " '[[-1.90961227e-01 3.02307189e-01 4.06296194e-01 -6.68723360e-02\\n4.88062948e-01 -1.29931673e-01 -4.14050967e-02 3.19163173e-01\\n5.06887361e-02 -5.01810074e-01 -5.40789478e-02 -2.32725516e-01\\n1.52008995e-01 9.47872847e-02 -1.44654801e-02 4.64887470e-01\\n3.06536227e-01 7.90329278e-02 -2.37781256e-01 3.75159115e-01\\n1.28430068e-01 -1.95426092e-01 2.60935843e-01 7.96691060e-01\\n4.09811765e-01 3.69257741e-02 -1.33819748e-02 6.25348166e-02\\n-1.96191207e-01 -2.81508774e-01 3.56964290e-01 1.05894692e-01\\n-1.54242992e-01 -2.78583974e-01 1.84651494e-01 2.07740683e-02\\n-2.71013290e-01 -5.09570874e-02 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Our motion solutions adjust car seats and headlamps, run vacuum cleaners and power drills as well as 300 other applications worldwide. We are the safe choice for our clients. Due to the expansion of our plant in Murten, Switzerland, and to support our Automotive Products Group team we are looking for an Embedded Software Developer (f/m). Your Responsibilities Analyzing the customer’s requirements and elaborating software specifications for embedded electronic of new actuators products Collaboration for SW FMEAs with different development teams Design and develop the embedded software functionalities Create functional requirement and software validation test plan Perform or monitor the software validation tests Reviewing and releasing the software validation test reports Requirements Engineering Degree in software, electronics, or mechatronics engineering At least a first experience in software engineering Strong knowledge of electronics and C programming for embedded systems Knowledge of Assembler coding is a plus Autonomous and systematic work, able to work under pressure High level in English and German is mandatory, French knowledge is an asset Motivated and team player Benefits An exciting and very dynamic work environment within a young, motivated team Great appreciation of entrepreneurial and out-of-the-box thinking A truly international and multicultural work context If you are interested in this challenging position we are looking forward to receiving your CV in English.',\n", + " '[\"Collaboration\", \"Team Motivation\", \"Positivity\"]',\n", + " '[\"Programming (Music)\", \"Software Validation\", \"Industrialization\", \"Mechatronics\", \"Functional Requirement\", \"M (Programming Language)\", \"Electricity\", \"Actuators\", \"Embedding\", \"Mill Test Report\", \"Hostile Work Environment\", \"Software Engineering\", \"Electronics\", \"Embedded Systems\", \"Requirements Engineering\", \"Drilling\", \"Sage SAFE X3\", \"High-Level Architecture\", \"Receivables\", \"Test Planning\", \"Software Requirements Specification\", \"Embedded Software\", \"Subsystems\"]',\n", + " \"['English', 'Urdu', 'Aragonese', 'Zulu']\"],\n", + " ['75',\n", + " 'software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.51853904e-01 2.82749176e-01 4.16773558e-01 2.93572042e-02\\n4.61985588e-01 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2.88607180e-01 1.11380100e-01 5.29839620e-02\\n3.60932678e-01 -4.99029458e-03 -1.86879590e-01 -1.58306420e-01\\n-3.00347924e-01 -1.00606903e-01 -1.57361060e-01 -1.21937484e-01\\n1.93071052e-01 -3.57706726e-01 -4.54201810e-02 -5.11227697e-02\\n-1.45837128e-01 -2.51471519e-01 5.99597022e-03 -5.31127527e-02]]',\n", + " 'Although you will be exposed to all the different components, your focus will be one of the applications. You will be working on new features, help define the architecture and make sure our solutions stay maintainable (refactor when necessary). You will mainly be responsible for one of the following components: Desktop Application with NFC (Electron) Mobile Application (React Native with Bluetooth Low Energy) Frontend Applications (VueJS) Backend (Go) Other technologies and tools we are currently using are Python, Solidity and Docker as well as Git with Bitbucket, CI/CD for automated testing and deployment, JIRA, Slack, Confluence and Postgres. As a team we work in sprints, prioritize and define how to implement features together, do code reviews and always try to assist each other. What you will be doing: Developing new features during development sprints, making sure your code is properly tested and documented Reviewing pull requests from your colleagues and discuss how issues can be solved better Helping to define the system architecture Refactoring code to ensure it is maintainable What you bring along: Experience in designing, working on and maintaining software systems The right mindset – you like to take on responsibility, you can work independently, you care about code quality Teamwork skills Very good English skills (German not required) Computer Science background is appreciated, but we value personality and a track record over education Eligibility to work in Switzerland What we can offer: Being part of an ambitious, talented team that delivers unique solutions using the latest IoT and blockchain technologies Interesting, challenging, and diverse roles with lots of autonomy Personal development opportunities which are based on your personal contribution having measurable impact on the organization and its products An open, transparent, and inclusive team culture A fun work environment About Modum Modum is an innovative startup, combining new technologies such as Blockchain, IoT and AI to provide new solutions for our customers. Our current solutions are targeted at customers in the pharmaceutical sector - helping them to improve their supply chain efficiency, gain better insights and automate their processes. We leverage trusted data from our next generation digital monitoring solution to solve real-world challenges. Modum not only collaborates with global technology partners such as SAP and AWS, but also joins up with business partners such as Swiss Post to ensure that their solutions are fit-for-purpose. We are looking for team players and passionate personalities who bring innovative ideas and enthusiasm to everything they do. If this sounds like you, we would love to meet you! Application Process You can apply for the job by sending a short cover letter, your CV, and ideally your Github Repo to careers@modum.io. After collecting the applications and reviewing them, we will decide whether your application meets our criteria. If that is the case, we will invite you for a first interview. This interview focuses on getting to know you, your experiences, strengths, and ambitions. The goal of the first interview is to choose a shortlist of three applicants to go forward with. These three applicants will be invited for a second interview. The second interview consists of two parts: (1) A technical interview and technical challenge. We have several options for the technical challenge and are happy to discuss which suits you best beforehand. (2) You will have a chat with a few members of the team. We value a team fit; we want to make sure that both you and the existing team are happy with the decision and can work productively together. After the assessment of the second interview and your positive feedback, we will make some reference calls. As soon as the decision is made and you have received the job offer, we conclude the process by signing the contract.',\n", + " '[\"Teamwork\", \"Decisiveness\", \"Collaboration\", \"Enthusiasm\", \"Innovation\", \"Prioritization\", \"Positivity\"]',\n", + " '[\"Bitbucket\", \"Automation\", \"Tooling\", \"Code Refactoring\", \"Blockchain\", \"Computer Science\", \"Collections\", \"Automated Testing Framework\", \"Supply Chain\", \"Mobile Application Software\", \"Business Partnering\", \"Software Systems\", \"Python (Programming Language)\", \"React Native\", \"Maintainability\", \"Track (Rail Transport)\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Solidity (Programming Language)\", \"Systems Architecture\", \"Idealization\", \"Hostile Work Environment\", \"Slack (Software)\", \"Bluetooth Low Energy (Bluetooth)\", \"Github\", \"Docker (Software)\", \"TARGET 3001!\", \"Electronics\", \"Personalization\", \"Digitization\", \"Code Review\", \"Receivables\", \"Atlassian Confluence\", \"Pharmaceuticals\", \"Git Flow\", \"Personality Development\", \"JIRA Studio\", \"Custom Backend\"]',\n", + " \"['English', 'Esperanto', 'Ido', 'Chinese', 'Amharic']\"],\n", + " ['49',\n", + " 'software engineer (full time\\xa0and internship)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[ 2.70995289e-01 1.54261723e-01 4.81505841e-01 3.79903391e-02\\n4.55764771e-01 -4.02951419e-01 1.70122653e-01 3.39460611e-01\\n2.01764315e-01 -3.46308976e-01 6.77916482e-02 -1.40374705e-01\\n-1.20104678e-01 -8.68354514e-02 -1.96930729e-02 2.35235572e-01\\n2.26132035e-01 -1.16104046e-02 5.89579064e-03 2.93967962e-01\\n4.99906912e-02 -1.06877416e-01 2.36763552e-01 5.25393128e-01\\n3.78643423e-01 3.06039918e-02 3.54153067e-02 1.29395515e-01\\n-3.73154163e-01 -2.04567149e-01 3.08267772e-01 -5.17313965e-02\\n2.84701567e-02 -3.36257190e-01 1.76975802e-01 2.12165620e-02\\n-1.87542245e-01 1.09778382e-01 -7.52042979e-02 3.16499323e-01\\n-4.02576268e-01 -2.13812724e-01 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fun REQUIREMENT Proven experience as a software engineer (a must to have for the full time job) Very good C/C++ coding skills Skilled git master, code reviewing, unit_testing, familiar with git pipeline Fluent speaking and writing in English Knowledge of software protection is a plus WHAT WE OFFER Being part of a Startup about to take off A welcoming and driven team Working in the center of Zurich Having fun with drones Good Salary & potentially participation in stock option plan (for the full time job)',\n", + " '[\"Writing\", \"Planning\"]',\n", + " '[\"Commercialization\", \"C++ (Programming Language)\", \"Incentive Stock Option\", \"Linux\", \"Software Protection\", \"Centering\", \"Git (Version Control System)\", \"Software Coding\", \"Code Review\", \"Pipelining\", \"Software Engineering\"]',\n", + " \"['English', 'Kashmiri']\"],\n", + " ['57',\n", + " 'c++ software engineer',\n", + " 'Bern',\n", + " '',\n", + " '',\n", + " '[[-7.09732175e-02 3.38157743e-01 5.69412589e-01 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1.24651805e-01\\n-6.09099716e-02 2.82654375e-01 1.24566913e-01 1.78362355e-01\\n3.99074614e-01 -3.19994427e-02 -7.01547414e-02 -2.10644767e-01\\n-3.58360857e-01 -1.98544115e-01 1.57987013e-01 -1.64607111e-02\\n1.69630855e-01 -3.72725457e-01 -1.23696782e-01 -6.89900890e-02\\n-1.80261239e-01 -4.30131406e-01 -3.85016948e-02 -1.96914226e-01]]',\n", + " 'We are currently looking on behalf of one of our important clients for a C++ Software Engineer. This role is permanent position based in Bern Canton. Your role: Concept & develop customized software modules for the control of large process plants in cooperation with a sales organization & development department. Analyze & implement requirements (parameterization / configuration) to the plant software. Parameterize & configure customer specific requirements. Implement within a Microsoft environment with C++. Carry out documentation & customer training. Further develop existing products. Conduct software testing activities. Closely cooperation with other departments Your Skills & Experience: 2 to 4 years of professional C ++ Software Development experience. Ideally skilled & experienced in SQL programming. Enthusiastic to get involved in parametrization, configuration & complex software development tasks. Your Profile: University Degree in Computer Science. Conceptual, structured, reliable, analytical & team-oriented. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " '[\"Team Oriented\", \"Professionalism\", \"Cooperation\", \"Reliability\", \"Positivity\", \"Sales\"]',\n", + " '[\"Programming (Music)\", \"Computer Science\", \"Analytics\", \"C++ (Programming Language)\", \"Requirements Specifications\", \"Activism\", \"Custom Software\", \"Customer Development\", \"Idealization\", \"Software Engineering\", \"Conceptualization\", \"Customer Service Training\", \"C (Programming Language)\", \"Receivables\", \"Software Modules\", \"Software Development\", \"Software Testing\", \"SQL (Programming Language)\", \"Controllability\", \"Customer Requirements Analysis\"]',\n", + " \"['English', 'Navaho', 'Ojibwa', 'Igbo', 'Chichewa']\"],\n", + " ['145',\n", + " 'software development engineer',\n", + " 'Argovia',\n", + " 'Biotech & Pharmaceuticals',\n", + " 'www.varian.com',\n", + " '[[-2.17313737e-01 1.76907182e-01 5.03869832e-01 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You will be part of the software development team 'QA Solutions'. We develop software products for automated quality assurance procedures of medical Linacs and patient treatments which are seamlessly integrated into the clinical workflow to fulfill customer needs.Our department is responsible for design and implementation of innovative and reliable quality assurance procedures for the newest treatment methods to support our businesses for treatment planning and delivery systems including photon, proton and brachy therapy. Varian offers a friendly, open and international working environment, continuous education, flexible work time management, competitive salaries and excellent fringe benefits. In this position as software development engineer, you interact with product managers, engineering colleagues as well as directly with our customers. Specific ResponsibilitiesDesign, develop and verify new products for patient specific quality assurance of radiotherapy treatments including algorithms for image processing and analysis.Provide all necessary documentation related to this area of responsibility.Interest in gathering domain knowledge in the areas of radiotherapy quality assurance and medical image processing. Desired QualificationsSW development engineer (B.Sc. level or equivalent)Experience with Python (3+ years), *NIX environments (3+ years) and NoSQL database (e.g. CouchDB)Full stack web application development experience (Apache server administration, Cloud / virtualization)Proficiency with Git, Jenkins, Makefiles and automated software testing Following Qualifications are an assetModern and legacy web front end development with willingness to be flexible (Jquery to React, Angular, Flask, or Vue.js)C coding experience including CUDA/GPU programmingNumerical or scientific programming and visualization (Numpy and/or MATLAB)Performance analysis/optimizationComfort with heterogeneous environments (Windows, Linux)Fluency in English language, written and verbalAbility to travel up to 20% We're unleashing the power of technology and human ingenuity to achieve new victories in the fight against cancer. Join us and have a global impact.\",\n", + " '[\"Ingenuity\", \"Friendliness\", \"Reliability\", \"Integration\", \"Innovation\", \"Quality Assurance\", \"Time Management\"]',\n", + " '[\"Application Development\", \"Web Applications\", \"Server Administration\", \"Automation\", \"Production Management\", \"NoSQL\", \"Graphics Processing Unit (GPU)\", \"Jenkins\", \"Programming (Music)\", \"Interactivity\", \"Vue.js\", \"MATLAB\", \"Virtualization\", \"Nvidia CUDA\", \"Treatment Planning\", \"NumPy\", \"Python (Programming Language)\", \"Linux\", \"Photonics\", \"E (Programming Language)\", \"Levelling\", \"SARS Software Products\", \"Medic\", \"CouchDB\", \"Flask (Web Framework)\", \"React.js\", \"Image Processing\", \"Engineering Management\", \"C (Programming Language)\", \"JQuery\", \"Humanism\", \"Angular (Web Framework)\", \"Front End (Software Engineering)\", \"Software Development\", \"Software Testing\", \"Patient Treatment\", \"Algorithms\", \"Medical Imaging\", \"Cancer\", \"Git Flow\", \"Performance Analysis\", \"Workflows\", \"New Product Development\", \"B (Programming Language)\", \"Web Application Development\", \"Integrated Delivery Systems\"]',\n", + " \"['English', 'Inupiaq', 'Croatian']\"],\n", + " ['84',\n", + " 'software engineer .net / c#',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-9.92792398e-02 3.02440435e-01 2.93507308e-01 -1.08191818e-01\\n5.06818295e-01 -1.45451322e-01 -2.83627659e-02 4.52165246e-01\\n-9.99013036e-02 -4.81435567e-01 -4.60295333e-03 -2.95293808e-01\\n5.45937829e-02 9.21726972e-02 -1.24952262e-02 4.09118265e-01\\n3.21383029e-01 9.80194211e-02 -1.50388926e-01 3.37944984e-01\\n1.17071971e-01 -9.27732289e-02 1.34574592e-01 7.16347098e-01\\n3.26944977e-01 7.60269240e-02 1.65419318e-02 9.98060033e-02\\n-3.03879976e-01 -3.05884153e-01 3.57515484e-01 -1.09661967e-02\\n-1.15472168e-01 -2.60320991e-01 3.78614217e-02 -1.11793699e-02\\n-1.91863075e-01 -2.04496175e-01 -6.50389760e-04 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Because they enable independent exercise and create maximum motivation, because they challenge people to take courage and support their hopes with personal achievements. Your responsibilities You take a significant part in the creation of the software architecture of our client Work in multidisciplinary projects with the internal departments Mechanical and Electrical Engineering, Technical Projects, Product Management as well as the Service and Manufacturing departments focuses the development of our therapy devices in particular on clinical application and usability aspects Your profile You got a bachelor in Computer Science good knowledge of the .NET platform, including C#, WPF and WCF understanding of relational and non-relational databases some years of experience with Software Architecture, Service Oriented Design and Software development processes experience in Version Control Systems and Application Lifecycle Management very good English skills, German skills are a plus Your chance Interested? Please do not hesitate to find out more about this unique opportunity and send your complete application file to jobs@oneagency.ch. Ort: Zürich Spezialisierung:Sprachen: Job ID: 486',\n", + " '[\"\"]',\n", + " '[\"Control Systems\", \"Usability\", \"Relational Databases\", \"Software Development\", \"Version Control\", \"Electrical Engineering\", \"C# (Programming Language)\", \"Product Management\", \"Software Architecture\", \"Computer Science\", \"Application Lifecycle Management\", \"Personalization\", \"Wcf 4\", \"Service-Oriented Modeling\", \"Lifecycle Management\", \"Mechanicals\"]',\n", + " \"['English', 'Belarusian', 'Haitian']\"],\n", + " ['27',\n", + " 'junior software engineer medco for the department of information systems',\n", + " 'Lausanne',\n", + " 'Healthcare Services & Hospitals',\n", + " 'www.chuv.ch',\n", + " '[[-3.00035059e-01 3.61983538e-01 4.44360465e-01 -7.17792660e-03\\n5.62070787e-01 -1.37449756e-01 -1.13336578e-01 2.42946625e-01\\n-2.19843201e-02 -4.84850526e-01 -9.91603658e-02 -3.07892561e-01\\n-4.89714779e-02 1.88965708e-01 1.14169598e-01 4.41247940e-01\\n3.86448681e-01 4.34750766e-02 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-4.00517508e-02\\n3.03331316e-01 -3.99256349e-01 -1.82873636e-01 -3.26407313e-01\\n-5.16338795e-02 -3.46780002e-01 -5.22978529e-02 -3.55726704e-02]]',\n", + " 'The Lausanne University Hospital (CHUV) is one of five Swiss university hospitals. Through its collaboration with the Faculty of Biology and Medicine of the University of Lausanne and the EPFL, CHUV plays a leading role in the areas of medical care, medical research and training. The mission of the Data Science group, wich part of CHUV Department of Information Systems, is to foster the adoption and use of data science and innovative tools in medical informatics within the hospital to significantly improve biomedical research and hospital key processes. To achieve this ambitious goal, one of the core tasks of the group is to develop the necessary IT infrastructure for providing physicians and scientists with the means to smoothly access and use, for their clinical research projects, the massive volume of clinical data that every day is generated within the hospital. Our current and future challenges lie at the intersection of big data, medical informatics, data protection and artifical intelligence. To address these challenges and push the bar furhter, a part of the Data Science Group is specifically focused on projects in Medical Informatics that will explore innovative Tools and technologies for implementing new prototype applications that could potentially be deployed in operational settings. As a Junior Software Engineer within our Data Science team, you will be responsible for : Defining technical and functional specification for new medical informatics applications based on end-users (scientists, physicians and IT experts) requirements and latest technological advances from the research academic community Developing and documenting robust and mature proofs of concept and prototypes of these applications and help in the transition to production environments within the team. In your past experiences, you have shown a proven track record of crafting innovative and elegant software solutions and the capacity to fully document the solutions you have developed. Your are passionate about technology and excited about working in the medical field. Requirements This position requires a university degree in Computer Science or Medical Informatics or equivalent discipline with : Proficiency in at least one object-oriented design development and data-driven development language (JAVA is highly preferable, Go is a plus) Excellent understanding of data structures and algorithms Ability to implement robust prototypes almost ready for deployment in production settings Experience with RESTful JSON APIs and design of micro-services and Web services Experience with relational database management systems and SQL Experience with front-end Framework such as VueJS, WebSockets ans HTML/CSS Experience with DevOps Tools for software deployment and automation using containerization frameworks such as Docker (Kubernetes and Docker Swarm are a plus) Experience with Agile software development as a team and version control (OAuth, OpenID connect, etc.) Oral and written proficiency in French is required to help you interact with end-users and peers on a daily basis. Benefits If you become an employee at the Centre Hospitalier Universitaire Vaudois, we will offer you the following : High social benefits Three days of training per year 25 working days of vacation per year Very good restaurants with preferential rates. ',\n", + " '[\"Research\", \"Collaboration\", \"Hospitality\", \"Operations\", \"Innovation\", \"Socialization\"]',\n", + " '[\"Automation\", \"Kubernetes\", \"Tooling\", \"Accessioning\", \"Model-Driven Development\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Computer Science\", \"Informatics\", \"Relational Database Management Systems\", \"MASSIVE (Software)\", \"Prototype (Manufacturing)\", \"OAuth\", \"IT Infrastructure\", \"Version Control\", \"DevOps\", \"Prototyping\", \"Docker Swarm\", \"Track (Rail Transport)\", \"Medic\", \"HyperText Markup Language (HTML)\", \"Containerization\", \"Functional Specification\", \"Software Engineering\", \"Agile Software Development\", \"Data Science\", \"Web Services\", \"Docker (Software)\", \"Biology\", \"Management Systems\", \"Clinical Research\", \"Object-Oriented Design\", \"Big Data\", \"Community Development\", \"Clinical Data Warehouse\", \"Data Structures\", \"Front End (Software Engineering)\", \"Relational Databases\", 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This role is permanent position based in Zürich Canton. Your Role: Hold joint responsibility for conception, implementation, testing & quality assurance within customer projects. Utilize the following Technology Stack: Java 8/11, SpringBoot, Spring Framework, Swagger, REST, SOAP, Angular 8+, Maven, GitLab CI, Docker, Kubernetes, HL7 FHIR & IHE. Your Skills: At least 4 years of professional Java Software Engineering experience. Sound experience with different webservice technologies such as REST & SOAP & modern Software Architectures like Spring Boot, Spring Data & Swagger. A knowledge of Continuous Integration & Continuous Deployment. Ideally experienced in Agile Software Development. Your Profile: Computer Science University Degree. Creative, responsible, dynamic, self-driven & both team & quality-oriented. Fluent English (spoken & written), German is considered very advantageous. If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " '[\"Quality Assurance\", \"Creativity\", \"Positivity\"]',\n", + " '[\"Kubernetes\", \"Spring Boot\", \"Computer Science\", \"Continuous Integration\", \"Spring Data\", \"Idealization\", \"Java 8\", \"Software Engineering\", \"Agile Software Development\", \"Docker (Software)\", \"Apache Maven\", \"Software Architecture\", \"Receivables\", \"Angular (Web Framework)\", \"Software Development\", \"Software Modernization\", \"Simple Object Access Protocol (SOAP)\", \"Swagger UI\", \"Java (Programming Language)\", \"Gitlab\", \"Spring Framework\"]',\n", + " \"['English', 'Norwegian Nynorsk', 'Hungarian', 'Macedonian', 'Kinyarwand']\"],\n", + " ['122',\n", + " 'software support engineer (fr, ch, be, lu)',\n", + " 'Bern',\n", + " 'Internet',\n", + " 'www.therefore.ca',\n", + " '[[-1.55777916e-01 2.44646162e-01 4.60761309e-01 1.32202441e-02\\n4.27852601e-01 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The ideal candidate should bring a number of the following qualifications to the table: Bachelor's degree in computer science, engineering, math, or the physical sciences. Communicate effectively in person, on the phone, and electronically while maintaining professionalism. Think with a clear mind and develop clever and useful solutions. Excellent knowledge of Microsoft server and client software. Knowledge of database technology. Knowledge of scripting and SQL is a plus. Intelligence, motivation, and a team player attitude. Native French and fluent English speaking, German is a bonus. The Job:Main responsibilities include: Provide support via phone, web, and email to our resellers and customers. Consult and develop effective relationships with our reseller's technical support staff. Support and advise our reseller’s technical staff in designing the most efficient architecture for complex projects Test Therefore software Assist with creating resources such as Knowledge Base articles This is a home-based contractor position with up to 30% travelling required. As the main goal of this role is to provide support for the French speaking countries, the ideal candidate must be located in France, Belgium or Switzerland. The Rewards: A challenging and diversified job in an internationally oriented, rapidly growing company. A flexible work environment with the freedom to work from anywhere with an internet connection. Technical training and a competitive salary. An international, highly motivated and creative team to support you every step of the way. If these tasks sound like something you would enjoy, we want to hear from you! We look forward to receiving your application at career@therefore.net.\",\n", + " '[\"Professionalism\", \"Communications\", \"Creativity\", \"Positivity\", \"Consulting\"]',\n", + " '[\"Projective Tests\", \"Internet Connection Sharing\", \"Knowledge Base\", \"Advising\", \"Resourcing\", \"Electronics\", \"Scripting\", \"Personalization\", \"Microsoft Servers\", \"Maintainability\", \"Computer Science\", \"Knowledge Management Software\", \"Therapeutic Support Staff\", \"SQL (Programming Language)\", \"Physical Science\", \"Technical Training\", \"Receivables\", \"Technical Support\"]',\n", + " \"['English', 'Greenlandic', 'Haitian Creole', 'Ossetic', 'Kirghiz']\"],\n", + " ['57',\n", + " 'software engineer .net / c# – 100%',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.36485139e-01 3.94954354e-01 3.41715157e-01 -1.32264718e-01\\n3.74576837e-01 -2.54453957e-01 2.09059119e-02 3.41425091e-01\\n-1.75991692e-02 -4.42179978e-01 -7.92926028e-02 -2.43561134e-01\\n7.10741132e-02 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-2.92013526e-01 1.60708398e-01 -2.10121833e-02\\n2.35382825e-01 -4.30248767e-01 -1.49065167e-01 9.67105199e-03\\n-1.40721664e-01 -4.32542443e-01 -7.09630400e-02 -9.29209739e-02]]',\n", + " 'We are currently looking on behalf of one of our important clients for a Software Engineer .NET – C# in Zürich Area. This role is a permanent job full time. Your main responsibilities: As an experienced and proactive SW developer, you will design and develop core components for a PC-based client-server application In a \"High Performance Software Environment\" you develop and implement concepts independently Feature development client and/or server: Analysis, conception and design, implementation and unit testing Perform design and code reviews with team members Training and support of the team members in the development work in their own area of competence You work closely together with your cooperation partners, who are composed of product managers, requirements engineers and development teams for the software instrument Your profile: 3 to 5 years of relevant work experience in the software engineering environment Practical experience with the .NET Framework and C# know-how of phase models and agile methods Ideally experience with WPF, WCF, NHibernate and Autofac High Degree in Computer Science Fluent oral and written English – German skills will be a great plus to communicate with the team If you wish to apply, please send us your resume in Word format with some references.',\n", + " '[\"Proactivity\", \"Communications\", \"Written English\", \"Cooperation\"]',\n", + " '[\"Production Management\", \"Phase (Waves)\", \"Concept Analysis\", \"Agility\", \"Wcf 4\", \"Requirements Engineering\", \"C# (Programming Language)\", \"Unit Testing\", \"Computer Science\", \"Instrumentation\", \"Idealization\", \"High Performance Computing\", \"Requirements Management\", \"Code Review\", \"Software Performance Testing\", \"Reporting Application Server\", \"Software Engineering\", \".NET Framework\"]',\n", + " \"['English']\"],\n", + " ['57',\n", + " 'agile java software engineer',\n", + " 'Basel',\n", + " '',\n", + " '',\n", + " '[[-1.78160131e-01 2.67130196e-01 5.70411026e-01 -1.30842522e-01\\n4.27903295e-01 -3.28722775e-01 1.97537974e-01 3.46200615e-01\\n-8.44845697e-02 -4.25652683e-01 -1.19350448e-01 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-5.77633129e-03 -9.62941125e-02 -1.94045275e-01\\n-2.80786693e-01 -2.05623299e-01 8.68445262e-02 4.49230149e-02\\n1.50801226e-01 -3.96348894e-01 -1.31439054e-02 -1.31574750e-01\\n-1.96709916e-01 -3.87406707e-01 -4.14424241e-02 -1.99492127e-01]]',\n", + " 'We are currently looking on behalf of one of our important clients for an Agile Java Software Engineer. This role is permanent position based in Basel Canton. Your Role: < >nsure high-quality functionality of applications. Independently develop solution variants in coordination with customers. Further develop applications within a Scrum team. Undertake programming with Java8. Implement backend service development with Java EE. Utilize Angular in a digitalized environment Integrate different systems in a high-performance & flexible manner. Your Skills: Several years of software development experience. Skills & experience in Java8, Java EE & Angular. A convincing performance record in successfully completed software projects. Experienced in agile methodologies. Scrum Master experience is considered a plus Ideally experienced in testing. Very interested in software architecture. Your Profile: University degree in computer science. Committed, ambitious & enthusiastic personality. Convincing, strong communication skills & a team-player. Innovative, analytical & both solution & service orientated. Entrepreneurial thinking, goal-driven & a strong willingness to learn. A high affinity for agility & fun in the development of high-quality software. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format to sem@helvetica-partners.com You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " '[\"Verbal Communication Skills\", \"Coordinating\", \"Service-Orientation\", \"Willingness To Learn\", \"Innovation\", \"Positivity\"]',\n", + " '[\"Application Development\", \"Agility\", \"Programming (Music)\", \"Computer Science\", \"Analytics\", \"Integrated Language Environments\", \"High Performance Computing\", \"Service Development Studio\", \"Software Quality Management\", \"Java EE Application\", \"Component Object Model (COM)\", \"Scrum (Software Development)\", \"Idealization\", \"Software Engineering\", \"Agile Methodology\", \"Digitization\", \"Personalization\", \"Software Architecture\", \"Receivables\", \"Angular (Web Framework)\", \"Software Development\", \"Software Project Management\", \"Java (Programming Language)\", \"Custom Backend\"]',\n", + " \"['English', 'Portuguese', 'Estonian']\"],\n", + " ['75',\n", + " 'ml engineer (m/w) 100%',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.70086816e-01 3.80971551e-01 4.20473903e-01 -3.19519788e-02\\n4.96490806e-01 -1.21971823e-01 8.27693865e-02 3.54645789e-01\\n-1.40803471e-01 -3.20467621e-01 -7.79657662e-02 -2.68107086e-01\\n-1.44926891e-01 -4.87525016e-02 1.75634220e-01 4.62267637e-01\\n2.75467515e-01 5.40910177e-02 -1.19416997e-01 4.48270649e-01\\n1.00455798e-01 -5.58483228e-02 -3.22290584e-02 6.42925858e-01\\n3.57693881e-01 -3.20474338e-03 -5.53328618e-02 6.48745298e-02\\n-2.89077044e-01 -2.72470236e-01 3.92766088e-01 6.94912747e-02\\n-1.05534546e-01 -3.18338811e-01 1.83309421e-01 2.32345507e-01\\n-1.71927586e-01 -3.47492355e-03 -1.51967639e-02 3.89504582e-01\\n-3.65352273e-01 -3.67182612e-01 7.33734965e-02 -6.00571223e-02\\n-3.02102089e-01 -3.67828608e-01 -2.44213194e-02 -5.97167313e-02\\n1.67759910e-01 1.14295363e-01 -5.10656655e-01 3.19817752e-01\\n-2.06172809e-01 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software products with Unit-, Integration- and End-to-End-Tests Your profile: BS/MS degree in Computer Science, Mathematics or a similar technical field of study or equivalent practical experience Substantial experience with machine learning models Experience with one or more general purpose programming languages including but not limited to: Python, JavaScript, Java 8+ (Spring, Hibernate/JPA), Ruby or Go Good knowledge of micro-service and REST API architectures Technical competency in Machine Learning/Artificial Intelligence (Statistical/Predictive Modeling/Natural Language Processing) Ability to efficiently get familiar with code bases, and to design and implement new features Very good communication (written and spoken) in German and English Valid work permission for Switzerland or Swiss/EU citizenship Benötigte Skills Machine Learning Python Python JavaScript JAVA Spring Hibernate Ruby Go Englisch Mathematik',\n", + " '[\"Research\", \"Written Communication\", \"Reliability\", \"Integration\"]',\n", + " '[\"Python Server Pages\", \"KM Programming Language\", \"Natural Language Processing\", \"Computer Science\", \"Statistics\", \"Machine Learning\", \"Hibernate (Java)\", \"Ruby (Programming Language)\", \"Feature Learning\", \"Python (Programming Language)\", \"SARS Software Products\", \"Limiter\", \"Java 8\", \"Machine Learning Methods\", \"JavaScript (Programming Language)\", \"Artificial Intelligence\", \"Scalability\", \"Predictive Modeling\", \"Chatbot\", \"Algorithms\", \"Java (Programming Language)\", \"Application Programming Interface (API)\", \"RESTful API\"]',\n", + " \"['English', 'Pushto', 'Kwanyama', 'Limburgish', 'Tagalog']\"],\n", + " ['106',\n", + " 'clinical application product manager (oncology/hematology)',\n", + " 'Saint-Sulpice',\n", + " 'Biotech & Pharmaceuticals',\n", + " 'www.sophiagenetics.com',\n", + " '[[-1.71980947e-01 2.12172270e-01 4.93262827e-01 -8.35595876e-02\\n6.85821593e-01 -7.34638795e-02 -4.00553010e-02 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3.22886527e-01 -4.00063097e-02 1.29920438e-01\\n3.89324099e-01 -1.44093126e-01 -2.10321620e-01 -3.65671664e-01\\n-1.73423752e-01 -2.20537424e-01 -6.42086864e-02 -6.94193840e-02\\n2.66691059e-01 -2.70320773e-01 -1.31884217e-01 -1.72227576e-01\\n-2.70096242e-01 -4.20202613e-01 3.96028161e-03 -1.15839235e-01]]',\n", + " 'SOPHiA GENETICS Genomics group are looking for a Clinical Product Application manager for Oncology – Hematology to join our team. The Clinical Product Application manager will be responsible for hematological cancer applications mainly for Next Generation Sequencing. The position will be either home or office based at our office in St-Sulpice, Switzerland. Main Job Responsibilities Take the lead on product development life cycle by delivering and presenting new product business cases, collect product requirements, develop go-to-market strategies, launch products and engage in post-marketing surveillance Monitor the clinical diagnostics ecosystem and competitive landscape to help develop strategic goals for Next Generation Sequencing applications. Work closely together with customers and key opinion leaders on projects to develop new applications Define pricing strategy, product messaging and positioning for product portfolio Work together with the marketing team to develop product collaterals such as fact sheets, white papers and presentations Engage closely with the sales team by visiting key accounts, presenting at congresses and workshops, and deliver training to Subject Matters Experts. Partner and lead project with BioIT, Data Scientists, Production, R&D and Business Development to achieve business goals. Coordinate the development of all components of a product and analytical platform features across the different departments of the company Measuring and reporting sales performance of products We Are Looking for a Candidate Who Has Bachelors, Masters or higher degree in biology, molecular biology, molecular genetics, or a related discipline. PhD would be an advantage. 5+ years of relevant experience, with practical experience in the life science, clinical research or diagnostics field. Experience in hematological malignancies is a strong advantage. Proven track record of product launches and go-to-market strategies in NGS applications Excellent knowledge of NGS workflow technologies and understanding of bioinformatics analysis Proven ability to work in a team and collaboratively across departments to develop new market strategies that meet revenue and growth forecasts Ability to think strategically, analyze situations quickly and make informed decisions Excellent organizational skills to define timelines, set priorities and deliver on time Excellent written and verbal communication skills including communicating complex scientific topics in simple terms to internal and external partners. Must have flexibility in working hours and be available for 25% domestic & international business travel. English (business language) is mandatory. French or other languages would be desirable. Starting date: ASAP Location: Home office based in Europe with easy access to an international airport, and/or St-Sulpice - Switzerland Apply',\n", + " '[\"Verbal Communication Skills\", \"Strategic Thinking\", \"Coordinating\", \"Collaboration\", \"Decisiveness\", \"Management\", \"Communications\", \"Timelines\", \"Organizational Skills\", \"Presentations\", \"Positivity\", \"Sales\"]',\n", + " '[\"White Paper\", \"Accessioning\", \"Product Requirements\", \"Genomics\", \"Life Sciences\", \"Collections\", \"Analytics\", \"Genetics\", \"Life Cycle Assessment\", \"Pricing Strategies\", \"Key Opinion Leader Development\", \"Molecular Genetics\", \"Landscaping\", \"Track (Rail Transport)\", \"Oncology\", \"Market Access Strategy\", \"Sales Performance Management\", \"Patentable Subject Matter\", \"Workflow Technology\", \"Accounting\", \"Clinical Research\", \"Agile Product Development\", \"Hematology\", \"Forecasting\", \"Bioinformatics\", \"Cancer\", \"Molecular Biology\", \"Fact Sheets\", \"Go-to-Market Strategy\", \"New Product Development\", \"Business Development\", \"International Business\", \"Business Case\"]',\n", + " \"['English', 'Malagasy']\"],\n", + " ['115',\n", + " 'data quality analytics consultant',\n", + " 'Zürich',\n", + " 'Insurance Agencies & Brokerages',\n", + " 'www.swissre.com',\n", + " '[[-1.75298631e-01 1.34277016e-01 4.93102580e-01 1.04394108e-02\\n4.35366124e-01 -8.75177607e-02 -1.43540166e-02 4.56902802e-01\\n-5.83789572e-02 -4.84218180e-01 -3.69837135e-02 -2.76895404e-01\\n-1.19374052e-01 1.46532059e-01 8.90235901e-02 4.30540830e-01\\n4.31288421e-01 1.60808772e-01 -1.88231498e-01 2.23380938e-01\\n8.68097097e-02 -3.87049578e-02 1.35737032e-01 7.60980546e-01\\n4.53682780e-01 5.40129095e-03 -2.38795206e-03 -4.62727174e-02\\n-1.66459322e-01 -2.27245569e-01 5.05446553e-01 4.20605019e-02\\n-2.07854971e-01 -2.81463146e-01 9.88021046e-02 1.19270295e-01\\n-2.13359416e-01 -2.81801559e-02 -1.16184443e-01 5.14849760e-02\\n-3.48149031e-01 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The Swiss Re Group is one of the world’s leading providers of reinsurance, insurance and other forms of insurance-based risk transfer, working to make the world more resilient. It anticipates and manages risk – from natural catastrophes to climate change, from ageing populations to cybercrime. The aim of the Swiss Re Group is to enable society to thrive and progress, creating new opportunities and solutions for its clients. Headquartered in Zurich, Switzerland, where it was founded in 1863, the Swiss Re Group operates through a network of around 80 offices globally. It is organised into three Business Units, each with a distinct strategy and set of objectives contributing to the Group’s overall mission. About the Role Do you have a real passion for data and technology? Join our highly skilled global team. You will work with colleagues from various countries who have studied at universities around the world and have world-class experience, which will be an exciting learning opportunity. You will work closely with many business units and on projects which will enable you to actively demonstrate your technical and qualitative skills. Are you ready for new opportunities and interested to take on these challenges? We are looking for a Data Quality Analytics Consultant to join our team: We autonomously develop effective methods, techniques and/or programs to solve the tasks. We handle, develop and implement appropriate quality assurance frameworks for our customers and contribute to further improve existing ones. We define guidelines and build clarity on maturity of current data quality activities and provide support to constantly learn quickly. About the Team We are a small agile team with great team spirit, part of the information management unit, which is a global team responsible for managing all data related matters for Swiss Re worldwide. While customers are spread all over the world, we are in Bratislava and Zurich. About You You have very good SQL knowledge and programming skills (e.g. Oracle SQL, MS SQL). Your good programming skills in Java or another common programming language are completing our team’s skill set. You are like us: very good in analytical and logical thinking and working. You love to find errors, weak points, vulnerabilities and inconsistencies in program code and data content. Your creative thinking style is oriented to find customer-centric and sustainable solutions. User experience is not an alien concept to you. You are an expert in crafting crisp reports with appealing and clear graphs. In addition, as a great teammate you: are independent and take on responsibility - dedicated and ready to help where needed. have a get it done attitude: Efficient and accurate even under pressure and a high degree of flexibility. can handle ambiguity and conflicting information. have working experience in data quality assurance or information management. are motivated to learn and develop yourself and the team. have excellent verbal and written communication skills in English. You impress us even more, if you: possess experience in (re-)insurance or financial sector. know how to work with Excel-VBA. are experienced in working in an agile environment. If the above statements resonate with you we would be happy to receive your CV and motivation letter. We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, including gender identity or expression, sexual orientation, age, marital status, veteran status, or disability status.
Swiss Re',\n", + " '[\"Management\", \"Resilience\", \"Operations\", \"Creative Thinking\", \"Quality Assurance\", \"Written Communication\", \"Consulting\"]',\n", + " '[\"Oracle SQL Developer\", \"Disabilities\", \"Risk-Based Testing\", \"Data Quality\", \"Agility\", \"Programming (Music)\", \"Cybercrime\", \"Sustainability\", \"Analytics\", \"Strategic Business Unit\", \"Activism\", \"Naturalization\", \"Climate Change Mitigation\", \"E (Programming Language)\", \"Reinsurance\", \"Risk Management\", \"Equalization\", \"Information Management\", \"Receivables\", \"Appeals\", \"Vulnerability\", \"Additives\", \"Graphing\", \"Coloring\", \"User Experience\", \"Java (Programming Language)\", \"SQL (Programming Language)\"]',\n", + " \"['English', 'Fijian']\"],\n", + " ['98',\n", + " 'database administrator',\n", + " 'Switzerland',\n", + " '',\n", + " '',\n", + " '[[-3.30906957e-01 3.54469180e-01 3.44402075e-01 -7.10024759e-02\\n4.51134086e-01 -1.81533664e-01 -9.96057875e-03 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This includes interactive and virtual solutions, animations, maps, weather, video editing and compositing tools. Vizrt has customers in more than 100 countries worldwide including such as CNN, CBS, Fox, the BBC, BSkyB, Al Jazeera, ZDF, CCTV, and the list keeps growing. This is possible due to 600 engaged and very competent employees in 40 offices around the world. In our R&D team in Zürich/Switzerland we create award-winning, unique and high-tech software dedicated to sports media productions. We strive to develop first-class media enhancement technology and we need your excellent C++ programming skills to develop the best products for Vizrt around sports media creation. To strengthen our software engineering team, we have an immediate opening for a proactive, pragmatic, and team-oriented SOFTWARE ENGINEER (C++) You complement the engineering team with your expertise and experience in application development and you will help us to advance the innovative and technologically advanced product lines related to sports. In close collaboration with your colleagues, you will be working on our challenging, exciting, and interesting software engineering tasks. What are we looking for? You are a pragmatic, team-oriented, flexible, independent and motivated software engineer You have excellent C++ programming skills and ideally already some experience You have at least a MSc in Computer Science, and some knowledge in Software Design or Architecture Good English capabilities is a must. German is not a requirement but helpful in private life. Background knowledge in Computer Graphics, Computer Vision and/or Machine Learning is a plus. Experience with Visual Studio or Qt SDK is a plus. We expect efficiency and pragmatic problem-solving skills. Your interest and enthusiasm for sports helps us to deliver the next generation of sports media technology. What do we offer? At Vizrt, you will find a challenging and diversified software engineering position in our dynamic, innovative, and fast-growing high-tech environment. Interesting tasks are waiting for your excellent solutions and your main focus will be on high quality application development where you will be integrated in the full development cycle. Sporadic field services at international sports media productions and infrequent second level support are part of the profile. If you find this interesting and want to be a part of our team submit your CV and application by clicking the \"Apply now\" button or at vizrt.com. Click here to read about our online privacy and personal data policies. jVL8HHgSoa',\n", + " '[\"Team Oriented\", \"Collaboration\", \"Proactivity\", \"Problem Solving\", \"Enthusiasm\", \"Integration\", \"Innovation\", \"Positivity\"]',\n", + " '[\"Application Development\", \"Real Time Data\", \"Video Editing\", \"Frameforge 3D Studio\", \"MSC Software\", \"Tooling\", \"Programming (Music)\", \"Interactivity\", \"Computer Science\", \"Field Service Management\", \"Virtualization\", \"Industrialization\", \"Scholastic READ 180\", \"Compositing\", \"C++ (Programming Language)\", \"Media Production\", \"Computer Vision\", \"Component Object Model (COM)\", \"High Tech Manufacturing\", \"Levelling\", \"Idealization\", \"Product Lining\", \"Software Engineering\", \"Microsoft Visual Studio\", \"Machine Learning Methods\", \"Automation Studio\", \"Animations\", \"Personalization\", \"Weather Maps\", \"Qt (Software)\", \"Software Design\", \"Real-Time Computer Graphics\", \"Computer Graphics\", \"Asset Management\", \"Closed-Circuit Television Systems (CCTV)\", \"Broadcasting\"]',\n", + " \"['English', 'Dutch', 'North Ndebele']\"],\n", + " ['70',\n", + " 'blockchain engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.68468460e-01 1.95393801e-01 4.78372335e-01 6.75854832e-02\\n4.87819761e-01 -2.82376140e-01 -2.54423451e-02 3.55114311e-01\\n-4.72318605e-02 -4.13300365e-01 1.08802542e-02 -2.17324018e-01\\n-8.63056108e-02 1.96554944e-01 1.50316522e-01 2.86524832e-01\\n2.80053586e-01 1.19370423e-01 -2.13149682e-01 3.43104661e-01\\n1.08419441e-01 -1.43764347e-01 8.43892172e-02 7.31656373e-01\\n5.02883852e-01 1.18845157e-01 -8.51071849e-02 -6.51941374e-02\\n-2.00312302e-01 -1.17461666e-01 4.12943602e-01 -5.08855991e-02\\n1.39200501e-02 -4.22871172e-01 8.63478854e-02 8.00476968e-02\\n-2.75455445e-01 -3.40935774e-02 -1.72808006e-01 6.71390668e-02\\n-5.16399801e-01 -2.47503713e-01 6.95148483e-02 1.02146737e-01\\n-2.13476911e-01 -3.08765799e-01 -1.20800585e-02 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-3.36255163e-01 2.27604270e-01 -4.30321917e-02\\n-2.56600022e-01 8.80173147e-02 2.47832268e-01 2.50911057e-01\\n-3.06455374e-01 6.20137081e-02 -8.59209225e-02 1.35680974e-01\\n1.24824561e-01 3.32288206e-01 -1.81135491e-01 -3.49710584e-01\\n-2.54808426e-01 7.73721039e-02 -2.11469531e-01 6.10313155e-02\\n4.06336188e-02 4.13315892e-01 5.84489554e-02 -3.64887193e-02\\n3.90878409e-01 2.72648949e-02 -2.27666810e-01 -1.72454670e-01\\n-1.09700538e-01 -1.30315378e-01 -7.73871168e-02 -5.33822440e-02\\n1.35982931e-01 -3.59940261e-01 -8.73657912e-02 -4.92828228e-02\\n-9.82103050e-02 -2.88429379e-01 -7.06435740e-03 -6.98495060e-02]]',\n", + " \"The Company Lykke Business is part of the Lykke Ecosystem. It is an innovative, fair and trusted partner committed to reshaping entire business models with cutting edge blockchain technology. Our teams are busy building the future of identity, financial markets, commerce, security infrastructure and more. Our Leadership team has led some of the most innovative production blockchain implementations in the world. The Role We’re looking for a talented Blockchain Engineer with a strong C# background to join our international distributed team. The successful employee will have at least 2-3 years technical experience, and will be responsible for developing, enhancing and maintaining applications and smart contracts together with other team members. Your tasks: Develop quality applications, components and modules using C# (we're using .NET Core) Develop smart contracts Test applications and smart contracts to ensure that they meet the requirements specified Work under an agile scrum methodology Skills & Requirements: Self-motivation and an ability to work autonomously are a must. To be successful in the role, you should ideally possess the following attributes: Strong understanding of blockchain technologies including Ethereum Strong programming skills, including C#, Solidity and JavaScript Experience with the following frameworks and technologies will be a plus: Truffle OpenZeppelin Node.js SQL Databases (MS SQL, Azure SQL) NO SQL Databases (Azure Storage, MongoDB, CosmosDB) Docker and Kubernetes What awaits you: This is an exciting opportunity for a self-motivated individual who is keen to join the growing blockchain ecosystem. The successful candidate will become part of a highly motivated team and enjoy a friendly environment where remote work and flexible working hours are embraced, and a can-do and enterprising spirit is cultivated. We have big plans, and want you to be a key part of those! If you are someone who thrives in a fast-paced environment where being self-directed, determined, and resilient are requirements, we’re looking forward to receiving your application.\",\n", + " '[\"Self-Motivation\", \"Friendliness\", \"Resilience\", \"Team Motivation\", \"Distributed Team Management\", \"Team Leadership\", \"Innovation\"]',\n", + " '[\"Kubernetes\", \"Agility\", \"Programming (Music)\", \"Hyper SQL Database (HSQLDB)\", \"Blockchain\", \"Infrastructure Security\", \"Application Testing\", \"Node.js\", \"Maintainability\", \"MongoDB\", \"Scrum (Software Development)\", \"Product Innovation\", \"Financial Market\", \"Docker (Software)\", \"C# (Programming Language)\", \"JavaScript (Programming Language)\", \"Azure Blob Storage\", \"Self-Directed Learning\", \"Ethereum\", \"Receivables\", \"Modulation\", \"SQL Azure\", \"Business Model\", \"ASP.NET Core\", \"SQL (Programming Language)\", \"Cultivator\"]',\n", + " \"['English', 'Kinyarwand']\"],\n", + " ['1',\n", + " 'full stack software engineer',\n", + " 'Neuchâtel',\n", + " '',\n", + " '',\n", + " '[[-2.57387906e-01 2.24195898e-01 4.99606431e-01 7.67015666e-03\\n4.39205438e-01 -1.57651961e-01 1.62919555e-02 2.65592307e-01\\n7.57750422e-02 -5.09545028e-01 -1.28488429e-03 -2.34035105e-01\\n-1.36220977e-01 9.99910831e-02 9.62357596e-02 3.91497105e-01\\n4.33110178e-01 9.11655128e-02 -1.86837465e-01 3.61069202e-01\\n9.07389969e-02 -2.13403106e-01 -2.18327977e-02 7.80924439e-01\\n4.35213625e-01 2.85370983e-02 -1.80516448e-02 -6.72442168e-02\\n-1.89708650e-01 -2.32839704e-01 4.24221277e-01 -2.34960504e-02\\n-6.04972318e-02 -4.63003486e-01 6.75984658e-04 8.46491158e-02\\n-1.33285031e-01 1.73889995e-01 -3.61849405e-02 1.55229151e-01\\n-5.41841626e-01 -3.32599163e-01 2.60884240e-02 3.07021011e-03\\n-1.41364798e-01 -2.91115910e-01 6.25893474e-02 3.99509296e-02\\n1.43256754e-01 4.80507836e-02 -4.74243581e-01 2.86845058e-01\\n-2.92383611e-01 -2.12280035e-01 2.52686083e-01 4.88089323e-01\\n7.45727196e-02 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1.26169488e-01\\n6.32203966e-02 3.55454206e-01 -1.05133086e-01 -2.34796911e-01\\n-2.68025041e-01 1.81693420e-01 -1.99103922e-01 3.76326554e-02\\n-1.00589730e-01 2.89726645e-01 3.90762649e-02 6.35280684e-02\\n3.77216518e-01 5.01380265e-02 -2.76796132e-01 -2.48932004e-01\\n-2.78387010e-01 -1.10995561e-01 -7.88599625e-03 8.55033547e-02\\n1.08557038e-01 -3.86286855e-01 -5.02902046e-02 -1.17031999e-01\\n-1.29941404e-01 -2.66808242e-01 -3.83708254e-02 -3.63659114e-02]]',\n", + " 'We are seeking a Full Stack Software Engineer to develop software for our portable medical diagnostics system. The candidate will join a multi-disciplinary team dedicated to developing high-quality products. The ideal candidate is a team player, likes overcoming difficult challenges, enjoys learning new skills, and has a “hands-on” problem solving approach. This is an outstanding opportunity for a self-motivated individual to make a key contribution and increase their responsibilities in a high-growth start-up environment. You will build software used by medical professionals and patients. We have build our platform on a modern stack, including Node.js, React, Redux, GraphQL. As a team, we embrace collaboration and independent responsibility: you’ll be supported in your work, and you’ll have the freedom to make your own decisions. This role is for someone who wants to apply their computer science knowledge to have a meaningful impact on personalised medicine and life sciences. We are looking for someone to grow with the organization as a core member of the team. Job responsibilities: As part of the 1Drop Diagnostics team, the candidate will develop software for a distributed portable medical diagnostics system: Provide architecture and design for the overall application according to the requirements Inspire our users with a beautiful and intuitive UI/UX design Develop new features and functionality in collaboration with team members Maintain best practices relating to design, implementation, documentation, testing, and deployment. Ensure an easy-to-read and robust code base and good test coverage. Monitor and optimize code performance Provide integration with external services Provide technical leadership Assess current development processes and recommend changes as needed Our ideal candidate: Minimum 2 years’ experience working in a team with a modern web stack (Node.js, Django, Rails, React, etc.) building high-performance web applications Proficient in modern JavaScript (especially promises), Python, Ruby/Ruby on Rails Passion for front-end engineering and design Desire to push our stack forward. Currently, we use Angular, Redux, and React, GraphQL on the front end, Node.js, Postgres and Rabbitmq on the back end Deep knowledge of the building blocks of the web: HTTP, headers, cookies, caching Knowledge and experience using dev ops (continuous integration: Maven, Jenkins, Git) Open, objective, opinionated. Having technology preferences but happy to use frameworks and tools that get the job done efficiently and with scale in mind Nice to have skills and experience: Interest in personalised medicine, biology, laboratory science Experience with machine learning and image processing Passion for making in your spare time: electronics, robots, art, bikes, cars, anything! Experience with Android or iOS development Experience working with a quality system in a regulated industry ',\n", + " '[\"Self-Motivation\", \"Leadership\", \"Decisiveness\", \"Collaboration\", \"Professionalism\", \"Problem Solving\", \"Integration\"]',\n", + " '[\"Web Applications\", \"Tooling\", \"Jenkins\", \"Nice (Unix Utility)\", \"Clinical Laboratory Science\", \"Computer Science\", \"Life Sciences\", \"High Performance Computing\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Industrialization\", \"Scholastic READ 180\", \"Scale (Map)\", \"Ruby (Programming Language)\", \"Android (Operating System)\", \"Python (Programming Language)\", \"Node.js\", \"Maintainability\", \"GraphQL\", \"IOS Development\", \"Quality Management Systems\", \"Software Engineering\", \"React.js\", \"Django (Web Framework)\", \"Threading Building Blocks\", \"Machine Learning Methods\", \"Front-End Engineering\", \"Image Processing\", \"RabbitMQ\", \"Product Quality (QA/QC)\", \"React Redux\", \"Apache Maven\", \"Electronics\", \"Biology\", \"JavaScript (Programming Language)\", \"Robotics\", \"Ruby On Rails\", \"Front End (Software Engineering)\", \"Back End (Software Engineering)\", \"Http Headers\", \"Software Development\", \"Service Provider\", \"Diagnostic Medical Sonography\", \"Git Flow\", \"Documentation Based Coding\", \"Process Driven Development\"]',\n", + " \"['English', 'Amharic']\"],\n", + " ['80',\n", + " 'software engineer / software developer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.25367069e-01 2.32250974e-01 5.06567001e-01 -3.08572352e-02\\n5.38056970e-01 -1.08408272e-01 -2.40812823e-02 1.60881981e-01\\n4.34205234e-02 -2.91904867e-01 -2.14868248e-01 -2.16581345e-01\\n-1.15298659e-01 5.15648387e-02 2.66742986e-02 3.83278847e-01\\n3.06102395e-01 2.71346886e-02 -6.74058422e-02 3.92125249e-01\\n2.81417258e-02 -9.31503773e-02 -5.77119514e-02 5.83967149e-01\\n2.64430732e-01 9.47352946e-02 -5.33663295e-02 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Core feature team, which is responsible for the development and operations of the core software services of our IoT Cloud Platform. We use agile DevOps and SRE practices to provide outstanding service quality and availability to our customers. You will join a team of always curious and enthusiastic Engineers, which are working closely together with the Product Owner to deliver valuable features that enable the digitalisation of the logistics industry. This is a (specialized or full-stack) software engineering position with focus on development and operation of software services. He / She designs, implements, tests and operates high quality software services according to SLAs and OLAs in place and takes co-ownership for team owned software components. The focus of the role will be: Conduct technical requirements analysis based on input from business analysis respectively business requirements engineering, including functional and non-functional requirements (e.g. security, availability, scalability, cost-optimization, …) Create software designs based on result of requirements analysis according to the architectural-, security-, product- and team guidelines Implement software designs using continuous integration and deployment Maintain existing software systems; including fixing bugs, adding new features, refactoring and conducting version upgrades Participate in code reviews as part of the agile software development process and collaborate with other software engineers to integrate code changes (e.g. pull/merge requests) Conduct quality testing on software (unit testing) and software systems (integration and end-to-end testing) Write and maintain technical documentation of software and software systems Operate software systems and collaborate with customer support team and system team to resolve incidents (2nd level support) Participate in agile software development activities (e.g. stand-ups, planning meetings, retrospectives, …) and collaborate with product owner and product management team to coordinate timeline for new features Qualifications Good conceptual skills in developing solution designs, documenting and implementing them Experience in writing JVM based software, primarily in Kotlin and Java. Python and Unix shell know-how is a great plus Experience with at least two of the following tools: Git / DataDog / Prometheus & Grafana / Ansible Experience with at least one of the following approaches to API development: Protobuf & gRPC Rest API (ideally using OpenAPI or Swagger) Experience with at least four of the following systems: Apache Kafka PostgreSQL or other relational database systems DynamoDB Docker Kubernetes AWS ECS / Fargate Elastic Search Linux / Unix Experience with Stream processing (e.g. Kafka Streams, Flink, Spark etc.) is very helpful Fluent in English spoken and written. German is a plus, but not mandatory Additional Information You can choose between either a MacBook Pro or a Microsoft Windows Notebook at a top location right next to the railway station Zurich Hardbrücke. Nexxiot is an equal opportunity employer. Welcoming diversity gives us a competitive advantage in the global marketplace and is an important driver of our success and culture. Our recruitment team is looking forward to receive your CV via our career portal.',\n", + " '[\"Writing\", \"Collaboration\", \"Coordinating\", \"Planning\", \"Microsoft Windows\", \"Timelines\", \"Operations\", \"Integration\", \"Positivity\"]',\n", + " '[\"Apache Flink\", \"Kubernetes\", \"Tooling\", \"Customer Support\", \"Agility\", \"Product Management\", \"Unit Testing\", \"Unix Shell\", \"Continuous Integration\", \"Industrialization\", \"Activism\", \"Functional Requirement\", \"Software Systems\", \"Python (Programming Language)\", \"PostgreSQL\", \"Maintainability\", \"Linux\", \"E (Programming Language)\", \"Levelling\", \"Idealization\", \"Systems Integration\", \"Apache Kafka\", \"Cloud Platform System\", \"Software Engineering\", \"Amazon DynamoDB\", \"Stream Processing\", \"Agile Software Development\", \"Conceptualization\", \"Full Stack Software Engineering\", \"Docker (Software)\", \"Business Requirements\", \"AD Model Builder (ADMB)\", \"Amazon Marketplace\", \"Logistics\", \"Equalization\", \"Scalability\", \"Business Analysis\", \"Technical Documentation\", \"Code Review\", \"Receivables\", \"Software Design\", \"Service Quality\", \"Database Systems\", \"Stand-Up Comedy\", \"Datadog\", \"Grafana\", \"Java Virtual Machine (JVM)\", \"Software Development\", \"Requirements Analysis\", \"Solution Design\", \"Relational Databases\", \"Ansible\", \"Additives\", \"Git Flow\", \"OpenAPI\", \"Swagger UI\", \"Java (Programming Language)\", \"Job Descriptions\", \"Application Programming Interface (API)\", \"Prometheus (Software)\", \"Unix\", \"Software Plus Services\", \"Kotlin\", \"DevOps\", \"RESTful API\"]',\n", + " \"['English']\"],\n", + " ['84',\n", + " 'big data software engineer',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-2.95475721e-01 2.26254344e-01 4.53860939e-01 -4.24860679e-02\\n5.80959022e-01 -1.46520942e-01 -5.59190586e-02 3.88909787e-01\\n-3.99867631e-02 -4.36967701e-01 -5.46029657e-02 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Ihr Aufgabenbereich Build, scale and maintain solutions based on Hadoop and/or other NoSQL systems Write and tune complex near-real-time and batch data pipelines with Spark or Java MapReduce Explore available technologies to provide business support to the clients Work closely with customers and other stakeholders in an agile environment Ihr Profil Bachelor or Master in Computer Science / Information Management or related field Proficient in OOP (Java) and FP (Scala, Clojure), willing to learn new programing languages Experience in Big Data technologies (Hadoop, Spark, Kafka, HBase) Knowledge of real-time processing systems like Storm, Spark Streaming or others Knowledge and experience in agile software development Superb problem-solving skills You are a proactive team player with the ability to work independently and accurately in interdisciplinary projects Knowledge of data structures and algorithms for Big Data, Machine Learning is a plus Very good skills in German and English, French would be an asset Ihre Chance Apply now: jobs@oneagency.ch! Ort: Zürich Spezialisierung: JAVA Entwicklung Sprachen: Deutsch Englisch Französisch Job ID: 2052',\n", + " '[\"Proactivity\", \"Problem Solving\"]',\n", + " '[\"Business Support Systems\", \"NoSQL\", \"Agility\", \"Computer Science\", \"Spark Streaming\", \"Scale (Map)\", \"Scala (Programming Language)\", \"MapReduce\", \"Maintainability\", \"Real Time Systems\", \"Transaction Processing Systems\", \"Machine Learning Methods\", \"Agile Software Development\", \"Real Time Payments\", \"Clojure\", \"Project-Based Solutions\", \"Information Management\", \"Big Data\", \"Data Structures\", \"Software Development\", \"Algorithms\", \"Apache HBase\", \"Amazon Data Pipeline\", \"Writing Systems\", \"Java (Programming Language)\", \"Extended Data Services\", \"Object-Oriented Programming (OOP)\"]',\n", + " \"['English']\"],\n", + " ['84',\n", + " 'data scientist',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-3.91686648e-01 2.04061642e-01 4.32900786e-01 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3.04837316e-01\\n-1.71879321e-01 2.79030085e-01 1.64251611e-01 -2.80765109e-02\\n1.37629569e-01 3.68232317e-02 -2.77507752e-01 -2.47004271e-01\\n-2.96162635e-01 -3.46491158e-01 1.46319360e-01 4.40414101e-02\\n1.67378008e-01 -3.22934538e-01 -1.03864007e-01 -2.76259840e-01\\n-1.69470996e-01 -3.75530303e-01 -1.91596404e-01 1.57630280e-01]]',\n", + " 'Über unseren Kunden Unser Kunde ist einer der führenden Bankunternehmen der Schweiz Ihr Aufgabenbereich Sourcing and transformation of both structured and unstructured distributed client data coming from relational database systems using SQL or streaming data feeds using APIs; Application of advanced statistical methods, data mining, machine learning, deep learning or reinforcement learning, where applicable, to build and deploy models aiming at an improved client communication and truly personalized client experience / advice; Turning data analysis results into business insights & actions by using effective communication to various business stakeholders. Ihr Profil a degree in a technical field (Computer Science, Statistics, Mathematics, Physics, Engineering or similar) or equivalent practical experience; experience in Machine Learning / Artificial Intelligence, Data Mining, Natural Language Understanding or Algorithmic Foundations of Optimization; experience in processing data from relational databases using SQL; experience in visualizing data analysis results in an effective, applicable manner; programming experience and proficiency in one or more of the following: Python, R, Julia, Scala, Java, C/C++ (preferable, not required: understanding of object oriented design, programming and analysis); (preferable, not required) experience with learning frameworks/tools (TensorFlow, PyTorch, Caffe, MXNet, H2O, Deeplearning4j, Microsoft Cognitive Toolkit, MLlib, CUDA) and/or ‘Big Data’ analyses involving Apache Spark, Hadoop, Mesos or Kubernetes, and/or distributions such as Hortonworks; ability to explain complex models to both technical and non-technical stakeholders; basic knowledge about core banking products (functional, usage, target groups). Ihre Chance Schicken Sie Ihre Bewerbungsunterlagen an jobs@oneagency.ch Ort: Zürich Spezialisierung: JAVA Entwicklung C# / C++ / C SQL Sprachen: Job ID: 7055',\n", + " '[\"Communications\", \"Sourcing\"]',\n", + " '[\"Apache Spark\", \"Julia (Programming Language)\", \"Tooling\", \"Programming (Music)\", \"Apache MXNet\", \"Statistical Methods\", \"Computer Science\", \"Data Streaming\", \"Machine Learning\", \"Nvidia CUDA\", \"Mathematical Statistics\", \"Production Function\", \"Scala (Programming Language)\", \"Python (Programming Language)\", \"Data Feed\", \"Data Visualization\", \"Natural Language Understanding\", \"Mathematical Physics\", \"TARGET 3001!\", \"C (Programming Language)\", \"C# (Programming Language)\", \"Personalization\", \"R (Programming Language)\", \"Caffe\", \"Artificial Intelligence\", \"Object-Oriented Design\", \"Electronic Data Processing\", \"Deep Learning\", \"Survey Data Analysis\", \"Java Data Mining\", \"TensorFlow\", \"Big Data\", \"Database Systems\", \"Transformation (Genetics)\", \"Microsoft Cognitive Toolkit (CNTK)\", \"Banking\", \"Relational Databases\", \"Algorithms\", \"PyTorch (Machine Learning Library)\", \"Java (Programming Language)\", \"Reinforcement Learning\", \"SQL (Programming Language)\", \"Data Analysis\", \"Apache Mesos\"]',\n", + " \"['English', 'Limburger', 'Shona', 'Southern Sotho', 'Xhosa']\"],\n", + " ['84',\n", + " 'software engineer – full stack java developer (m/f)',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-2.38020450e-01 2.89252847e-01 5.50936282e-01 -1.30269632e-01\\n6.12978935e-01 -8.19544271e-02 5.71732745e-02 3.72604609e-01\\n-1.01555577e-02 -2.83596218e-01 -1.40971750e-01 -3.23409617e-01\\n-3.14746574e-02 7.91962594e-02 1.81828246e-01 3.82863671e-01\\n1.36100456e-01 1.24225371e-01 -2.51341254e-01 2.05138013e-01\\n2.22766399e-01 3.69416066e-02 6.50205761e-02 6.44660056e-01\\n4.77383882e-01 4.81395796e-02 -8.17026719e-02 -5.71360067e-02\\n-3.49323899e-01 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globally integrated technology and consulting company with operations in more than 170 countries. Ihr Aufgabenbereich Understand and prioritize product requirements and end-user needs and drivers Elicit and analyze all requirements, including business rules Design, develop and support application solutions to meet client requirements Ihr Profil A degree in Computer Science (IT apprenticeship graduates, higher education in IT, bachelor) Demonstrated work experience and knowledge of Web Development using Java, JavaScript, Python Experience in one or more of the following (AngularJS, NodeJS, Django / Flask, Bootstrap, Knockout, AureliaJS or similar. Build Chain: SVN Git, Ant, Maven) Knowledge of databases (SQL) Experience on agile development methodologies Excited to explore new technologies and able to quickly learn An ability to pro-actively take ownership of and analytical problem solving skills Good knowledge of the German & English languages (written & spoken) Swiss nationality or valid Swiss work permit / EU passport Ihre Chance Apply now: jobs@oneagency.ch! Ort: Zürich Spezialisierung: JAVA Entwicklung JavaScript Web SQL Sprachen: Deutsch Englisch Job ID: 2064',\n", + " '[\"Prioritization\", \"Consulting\", \"Operations\", \"Problem Solving\"]',\n", + " '[\"Knockout.js\", \"Hyper SQL Database (HSQLDB)\", \"Product Requirements\", \"Computer Science\", \"Analytics\", \"Web SQL Databases\", \"Higher Education\", \"Technology Integration\", \"Activism\", \"Python (Programming Language)\", \"Web Development\", \"Flask (Web Framework)\", \"Business Card Design\", \"Django (Web Framework)\", \"Apache Ant\", \"Bootstrap (Front-End Framework)\", \"Apache Maven\", \"JavaScript (Programming Language)\", \"Software Development Methodologies\", \"Git Flow\", \"Java (Programming Language)\", \"Agile Product Development\"]',\n", + " \"['English', 'Belarusian']\"],\n", + " ['68',\n", + " 'software engineer',\n", + " 'Chiasso',\n", + " 'Film Production & Distribution',\n", + " '',\n", + " '[[-1.10012941e-01 2.50470519e-01 4.47021544e-01 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1.45950302e-01\\n-1.30987801e-02 3.68991464e-01 1.69430822e-01 1.70710325e-01\\n4.22643721e-01 8.54823887e-02 -1.24446549e-01 -1.45083398e-01\\n-3.09533983e-01 -2.41282701e-01 -2.54385658e-02 -8.20061751e-03\\n1.59541160e-01 -3.19271326e-01 -3.46607044e-02 -1.34387702e-01\\n-2.85385549e-01 -2.86997914e-01 -1.14202261e-01 8.40340462e-03]]',\n", + " 'Job DescriptionWe are looking for brilliant people, not for a list of skills. While reading key responsibilities of the role, please consider that we value attitude more than your expertise. Are you curious and passionate about working in a constantly evolving and challenging international environment? Even if you dont feel to fit the role 100%, please apply: put your willingness to learn and we will grow together! Key Responsibilities will include Designing, writing and testing clean code using design patterns Create resilient, secure and performant applications able to serve millions of requests per day Contribute in simplifying and improving the infrastructure, always focusing on CI/CD Learn from colleagues and share your knowledge Interact with all stakeholders finding solutions for company evolutions Maintain systems by monitoring, identifying and correcting software defects. Contribute in the R&D of the company stack, proposing effective solutions Constantly updating technical knowledge and skills by attending in-house and/or external courses, reading manuals and accessing new applications Skills and Experience Essential Experience as a Software Engineer programming in Object Oriented languages ( C++, Java, Python etc.) Problem solving capabilities Positive and collaborative attitude Willingness to work inside a team Curiosity and passion for continuous improvement Customer orientation fluency in English What We Offer Working in an international agile environment using eXtreme Programming Bleeding edge technology stack (Docker, Kubernetes, Spring Boot, Vert.x, ReactJS, React Native and more ...) Continuous learning program with internal didactic unit Possibility to join conferences around Europe for continuous improvement Coding Dojo: a weekly training to learn and share coding techniques during office hours Internal technical conference (technical lunch) Flexible working hours Remote working up to 2 days per week Possibility to join the Erasmus program (temporary relocation among our offices) Complimentary fruit, beverages, coffees and a dedicated lounge area Preferential prices reserving through our platform Discounts from external partners Hiring Process Candidates for this position can generally expect a hiring process similar to the following one (please consider that based on location and availability the process can be slightly modified) Qualified candidates receive feedback concerning their application from our Recruiting team Based on role and experience, candidate might be requested to solve a coding exercise to submit on a public repository on Github. Exercise will be assessed by our internal Engineering team Onsite Coding -Techical interview: a coding exercise to solve together pairing with our Engineering team in your favourite programming language, plus a talk about technical stuffs, experiences and analyzing possible production scenarios Youll have the opportunity to meet our technical leaders and understand a little bit more about our continuous learning environment! Follow our technical team! -Blog: https://technology.lastminute.com/ -Twitter: https://twitter.com/lastminute_tech/Qualifications null Additional Information null',\n", + " '[\"Reservations\", \"Writing\", \"Collaboration\", \"Infrastructure\", \"Willingness To Learn\", \"Resilience\", \"Problem Solving\", \"Curiosity\", \"Positivity\"]',\n", + " '[\"Kubernetes\", \"Accessioning\", \"Spring Boot\", \"Programming (Music)\", \"Agility\", \"KM Programming Language\", \"Interactivity\", \"Object Oriented Programming Language\", \"Distributed Design Patterns\", \"Scholastic READ 180\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"React Native\", \"Maintainability\", \"Agile Edge Technologies\", \"Dojo Toolkit\", \"Software Engineering\", \"Object Constraint Language\", \"Docker (Software)\", \"Beverage Products\", \"Blogs\", \"Continuous Improvement Process\", \"Receivables\", \"Virtual Learning Environments\", \"Additives\", \"Code Sharing\", \"Java (Programming Language)\", \"Vert.x\", \"Extreme Programming\"]',\n", + " \"['English', 'Abkhazian', 'Javanese']\"],\n", + " ['107',\n", + " 'software engineer, full-stack',\n", + " 'Lausanne',\n", + " 'Enterprise Software & Network Solutions',\n", + " 'www.spotme.com',\n", + " '[[-2.40400463e-01 1.97630540e-01 5.63323975e-01 3.51318382e-02\\n5.01096666e-01 -1.70995638e-01 1.30098253e-01 3.23587179e-01\\n5.76776499e-03 -4.04238015e-01 -2.61640493e-02 -3.40038747e-01\\n-2.14768038e-03 2.19531074e-01 1.51836947e-01 4.26689506e-01\\n1.15004860e-01 1.13718919e-01 -1.38945699e-01 2.45707050e-01\\n5.85400686e-02 -2.23842412e-01 3.17868888e-02 7.21959472e-01\\n4.38476354e-01 -1.36701493e-02 -9.36722308e-02 -8.37761015e-02\\n-2.61980355e-01 -1.31882980e-01 4.96534377e-01 4.42499928e-02\\n-1.43099621e-01 -3.95369768e-01 1.17438890e-01 9.74113569e-02\\n-2.47757256e-01 -1.06715642e-01 1.81171149e-02 2.25266770e-01\\n-6.19741678e-01 -3.02673876e-01 8.98771957e-02 3.95925492e-02\\n-2.01780722e-01 -1.54720053e-01 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SpotMe has been recognized by G2 Crowd as the leading pure play mobile event app, a growing space that represents more than $1 billion in potential annual revenue. Our ambition is to double down on this opportunity, use events as a springboard and extend our positioning into Digital Experience Platforms (DXP) for employees and customers. Today, SpotMe serves over 220 global brands, including 80 Fortune 500 companies. Some of the world’s largest companies – including Novartis, L’Oréal and Daimler – use SpotMe to connect every event to their greater story. Responsibilities: Develop new features of the SpotMe Backstage, our CMS Optimise user experience, streamline workflows, improve feedback and reporting Perform complete UI/UX re-design with ease of use, contextual aid in mind Work in cross-team projects on new & improving existing features Participate in brainstorming, specification and design sessions Maintain documentation, samples & best practices up to the highest standards Requirements & Skills: Native JavaScript and CSS speaker, proficient in Angular & Node.js Experience with SQL & No-SQL databases is a plus Demonstrated success in designing and building complex web applications Strong analytical, communication and collaboration skills Proactive, independent, completes tasks down to resolution ',\n", + " '[\"Visionary\", \"Collaboration\", \"Proactivity\", \"Brainstorming\", \"Communications\", \"Positivity\"]',\n", + " '[\"Web Applications\", \"Angular (Web Framework)\", \"Streamlines\", \"Springboard\", \"Hyper SQL Database (HSQLDB)\", \"Node.js\", \"Cascading Style Sheets (CSS)\", \"Digitization\", \"User Experience\", \"Maintainability\", \"Workflows\", \"Performance Reporting\", \"JavaScript (Programming Language)\", \"Analytics\", \"SQL (Programming Language)\", \"Branding\", \"Zope (CMS)\", \"Mobility\"]',\n", + " \"['English', 'Korean', 'South Ndebele']\"],\n", + " ['57',\n", + " 'java ee software engineer',\n", + " 'Bern',\n", + " '',\n", + " '',\n", + " '[[-2.42486432e-01 2.86398619e-01 5.64832747e-01 -1.69629052e-01\\n4.46930528e-01 -3.66724253e-01 1.39893904e-01 3.95505875e-01\\n-1.18415885e-01 -4.21115041e-01 -1.05354689e-01 -2.83324987e-01\\n-3.17195244e-02 3.28076184e-02 1.60395324e-01 2.96050400e-01\\n3.68439317e-01 1.51860267e-01 -1.38898760e-01 3.48789304e-01\\n1.25136867e-01 -1.09941088e-01 1.07391819e-01 7.16118634e-01\\n5.38061380e-01 3.21505852e-02 -1.16309099e-01 1.17894888e-01\\n-2.31934324e-01 -3.73609781e-01 4.21523899e-01 -3.64575349e-02\\n-7.57823884e-02 -2.65015095e-01 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The role is a permanent position based in Bern Canton. Your Role: Implement demanding projects within the public sector based on the latest Java technologies. Work closely with clients to help actively support them in the realization of solutions. Maintain good communication with the team & customers. Aim to make a difference with your ideas & visions. Perform duties within an agile environment. Your Skills: Sound technical & methodological knowledge of object-oriented software development. Several years of practical experience with Java / Java EE in the context of web technologies (HTML5 is an advantage) & service-oriented system architectures. Experienced in using Spring, Hibernate & automated build & deployment mechanisms within a SCRUM team. Profound database know-how (Oracle, MySQL and / or SQL Server). Your Profile: In-depth IT training (university, FH or HF). Further relevant certification are considered a plus. Communicative, confident, a team player & resilient. Able to take enjoyment from demanding & complex tasks. Fluent German & English (spoken & written), French is also an advantage. If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " '[\"Confident Communicator\", \"Service-Orientation\", \"Resilience\", \"Communications\", \"Positivity\"]',\n", + " '[\"MySQL\", \"Object-Oriented Software Development\", \"Agility\", \"Java Secure Socket Extension\", \"Building Automation\", \"Mechanicals\", \"Hibernate (Java)\", \"Activism\", \"Java EE Application\", \"Maintainability\", \"HTML5\", \"Scrum (Software Development)\", \"Systems Architecture\", \"Software Engineering\", \"Service-Oriented Modeling\", \"Receivables\", \"Software Development\", \"Java (Programming Language)\", \"Microsoft SQL Servers\"]',\n", + " \"['English', 'Chamorro', 'Pushto', 'Inuktitut', 'Corsican']\"],\n", + " ['125',\n", + " 'big data/spark engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.08247542e-01 2.31795996e-01 5.07690728e-01 2.15499327e-01\\n6.39641523e-01 -1.80837587e-01 -2.42910534e-01 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1.23578668e-01\\n3.59761894e-01 4.43524159e-02 -2.57656753e-01 -2.76704818e-01\\n-2.25956440e-01 -6.30828291e-02 -3.47759835e-02 -2.65054926e-02\\n1.74919456e-01 -3.04374039e-01 -1.42208651e-01 -1.03374600e-01\\n-1.42178416e-01 -3.70490432e-01 2.73623429e-02 -1.37706369e-01]]',\n", + " 'Unit8 is looking for Big Data/Spark Engineer to join our team. You will use Spark (pyspark) and a full set of other Big Data tools to understand the data and drive the development of ETL pipelines in the financial sector in Zurich. Our perfect candidate has already a background in working with financial data and data modelling or is willing to pick up financial domain knowledge. He/she is capable of translating complex technical and business requirements into readable, maintainable and efficient Spark pipelines that fit in the bigger picture of complete data platform. RequirementsWhat You’ll Do Design, build, maintain, and troubleshoot data pipelines that are relied on for both production and analytics applications using modern tools like Spark/Cloudera. Use your skills in Big Data and basic Data Science to harness the heterogenous financial data and enable other teams to use it Use software best practices in continuous integration and delivery, supervise code and data evolution (code reviews, versioning) Drive optimization, testing and tooling to improve data quality. Closely collaborate with other software engineers, data scientists and business owners, learning from them but also driving the discussions to analyze the nature of current problems in order to propose, implement and test proper solutions Work in multi-functional agile teams to continuously experiment, iterate and deliver on new product objectives. Who You Are You know how to work with high volume heterogeneous data, preferably with distributed systems such as Hadoop You know how to write distributed services in Python/jvm based languages You are happy to work with more junior developers - code reviewing, mentoring You are happy to work with business stakeholders - requirement gathering, prioritization You are knowledgeable about data modeling, data access, and data storage techniques. You appreciate agile software processes, data-driven development, reliability, and responsible experimentation You understand the value of teamwork. BenefitsWhat We Offer Competitive salary Sharing our profit - we offer equity Yearly bonus depending on performance of the company Work with state-of-the-art technology on projects with impact Challenging work close to a customer inside an experienced 10x engineering team Tailor-made mentorship program Dedicated budget for training 10% of the time for self-development Who We AreUnit8 is a Swiss-based startup focused on solving problems of big industries like chemical, pharma, automotive and finance. Our team comprised of world-class experts in ML and Software Engineering who previously worked for Sillicon Valley companies like Google, Amazon, Palantir or Microsoft. We work with some of the biggest companies in the world to solve the problems that directly affect their business. Apart from that, Unit8 dedicates a part of resources and time on things that deeply matter to us - that includes collaboration on pro-bono and engineering for good cases.',\n", + " '[\"Complex Problem Solving\", \"Writing\", \"Teamwork\", \"Collaboration\", \"Mentorship\", \"Supervision\", \"Reliability\", \"Prioritization\"]',\n", + " '[\"Distributed File Systems\", \"Data Quality\", \"Tooling\", \"Test-Driven Development (TDD)\", \"Agility\", \"Stakeholder Requirements\", \"Data Modeling\", \"Analytic Applications\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Industrialization\", \"Pyspark\", \"Naturalization\", \"Python (Programming Language)\", \"Maintainability\", \"Data Pipeline\", \"Translations\", \"Experimentation\", \"Iterators\", \"Pipelining\", \"Software Engineering\", \"Extract Transform Load (ETL)\", \"Building Design\", \"NetApp Data Storage\", \"Data Science\", \"Budgeting\", \"Business Requirements\", \"Financial Data\", \"Finance\", \"Logical Data Models\", \"Readability\", \"Close Work Orders\", \"Big Data\", \"Code Review\", \"Equities\", \"Java Virtual Machine (JVM)\", \"Data Management Platforms\", \"Resourcing\", \"Agile Model Driven Development\", \"New Product Development\", \"Process Driven Development\", \"Agile Unified Process\"]',\n", + " \"['English', 'Haitian', 'Slovenian', 'Korean', 'Estonian']\"],\n", + " ['75',\n", + " 'data engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-3.63895744e-01 3.05287838e-01 4.17255253e-01 -3.76568027e-02\\n5.28621137e-01 -7.65151009e-02 -3.94121483e-02 2.19641954e-01\\n-2.95179654e-02 -2.23883778e-01 -1.51649013e-01 -1.48797706e-01\\n-8.57051313e-02 -6.46759244e-03 1.12375326e-01 3.74679089e-01\\n3.46432894e-01 5.21362051e-02 -1.31393820e-01 3.36848080e-01\\n1.16127342e-01 -8.61443952e-03 -2.28062682e-02 6.55917227e-01\\n3.78813326e-01 -4.45187241e-02 -1.12813048e-01 4.31255959e-02\\n-2.92736202e-01 -2.29881883e-01 3.32956433e-01 2.05876455e-02\\n-1.17689386e-01 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machine learning algorithms, such as banking product recommender systems, payment fraud detection, and quantitative decision-support tools and services. Typical projects include the full data science lifecycle, including data extraction from transactional sources and transformation for analytical purpose. You will provide hands-on leadership to projects working with large datasets and extensive timeseries such as financial market data, transactions data and client interaction profiles, employing various statistical and numerical methods to analyse both structured and unstructured data to develop predictive models. As our technology is generally delivered as packaged software or as a service in the cloud, it is important that you are experienced in and can lead others hands-on to perform the software development life-cycle professionally and efficiently. Taking a leading role in consulting to clients is also a part of the job description. You are therefore expected to possess strong communication skills in addition to excellent technical capabilities. Requirements: - University degree in computer science, engineering or comparable numerical fields - Passion for applying technology to solve business problems - Experienced in the financial services industry in either a quantitative or technology role - Experience in project leadership & coordination, client communication (including senior management levels), and successful project delivery - Experience in developing production-ready machine learning applications and setting up data science pipelines - Solid experience with Linux and software collaboration tools: continuous integration (i.e. Jenkins or CircleCI), source control (git, svn), issue management (Jira, Confluence) - Knowledge of multiple programming languages is beneficial (Python, R, Java, Scala) - Substantial experience in applying modern big data tools for scalability and distributed computing (Apache Spark, PySpark, Dask) and data stores (SQL or NoSQL), such as MongoDB and Neo4j - Strong communication skills in English and the ability to make coherent technical arguments; working proficiency in German is a must - Eligible to live and work in Switzerland Benötigte Skills Banken / Finanzgesellschaften Projektleitung Jira Linux Python Python R JAVA Scala Apache SQL NoSQL Englisch',\n", + " '[\"Verbal Communication Skills\", \"Leadership\", \"Professionalism\", \"Coordinating\", \"Management\", \"Communications\", \"Sourcing\", \"Consulting\"]',\n", + " '[\"Apache Spark\", \"Python Server Pages\", \"Tooling\", \"NoSQL\", \"Jenkins\", \"KM Programming Language\", \"Circleci\", \"Software Development Life Cycle\", \"Interactivity\", \"Collaborative Software\", \"Computer Science\", \"Analytics\", \"Statistics\", \"Collaboration Tools\", \"Decision Support Systems\", \"Continuous Integration\", \"Recommender Systems\", \"Financial Services\", \"Applied Business Technologies\", \"Distributed Computing\", \"Scala (Programming Language)\", \"Pyspark\", \"Service Level Management\", \"Python (Programming Language)\", \"Linux\", \"Data Extraction\", \"MongoDB\", \"Transaction Data\", \"E (Programming Language)\", \"Source (Game Engine)\", \"Dataset\", \"Pipelining\", \"Financial Market\", \"Machine Learning Methods\", \"Unstructured Data\", \"Data Science\", \"Machine Learning Algorithms\", \"R (Programming Language)\", \"Scalability\", \"Big Data\", \"Predictive Modeling\", \"Data Store\", \"Transformation (Genetics)\", \"Atlassian Confluence\", \"Banking\", \"Software Development\", \"Algorithms\", \"Additives\", \"Service Industries\", \"Git Flow\", \"Neo4j\", \"Amazon Data Pipeline\", \"Market Data\", \"JIRA Studio\", \"Java (Programming Language)\", \"Job Descriptions\", \"SQL (Programming Language)\"]',\n", + " \"['English', 'Chuvash']\"],\n", + " ['57',\n", + " 'c++ software development engineer',\n", + " 'Unterentfelden',\n", + " 'Computer Hardware & Software',\n", + " 'www.hexagon.com',\n", + " '[[-1.54618099e-01 3.89143944e-01 5.09049058e-01 -9.65741798e-02\\n5.67536414e-01 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4.05253470e-01 5.24261482e-02 1.19566478e-01\\n4.05661762e-01 1.78980362e-02 -2.99085587e-01 -2.62189686e-01\\n-1.98534638e-01 -2.97964066e-01 8.36004876e-03 3.85739356e-02\\n2.90382475e-01 -2.68002659e-01 -7.38082975e-02 -2.05758408e-01\\n-2.26247638e-01 -4.50070679e-01 -3.18310373e-02 4.15710136e-02]]',\n", + " 'Hexagon Manufacturing Intelligence offers a comprehensive range of products and services for all industrial metrology applications in sectors such as automotive, aerospace, energy and medical. By empowering our customers to fully control their manufacturing processes, we enhance the quality of products and increase efficiency in manufacturing plants around the world. To strengthen our R&D Team in Unterentfelden (Switzerland) we are looking for a C++ Software Development Engineer Develop innovative Windows software in a team for our Portable industrial measurement instruments, contribute to entirely new interdisciplinary technology developments for industry automation and production intelligence! Main responsibilities Design and develop software for highest precision Portable Arms, Scanners and Laser Trackers in a team Analyse customer needs in cooperation with requirements engineering team and form functional software specifications Develop prototypes of the technical solution for validation of requirements Define, plan and implement technical as well as functional testing of the software in cooperation with test team Analyse the technical and functional quality, propose fixes and put in technical compliance Edit technical documents and media for developers, users, IT services and further relevant stakeholders Required skills Programming language C ++, Visual Studio 2012 or greater Windows System Programming Mandatory (Multi-threading environment and good knowledge of communication protocols based on USB, TCP/IP) University degree (ETH, EPFL, FH, Haute école) in Electrical Engineering, Computer Science or other relevant education At least 5 years experiences in a similar working environment Application Architecture experience SQL language skills appreciated C# and C++/CLI experience appreciated Knowledge of DevExpress recommended Knowledge of algorithms and maths Reliable analysis and synthesis skills Very good English and German skills are mandatory, French is an advantage Willingness to travel (10-20%) between Unterentfelden (CH) and Montoire (F) If you are ready to work within a culture of high-performance and feel at home in a high-tech environment and you are ready to take the challenge at Hexagon Manufacturing Intelligence, join our team. E-mail',\n", + " '[\"Editing\", \"Innovation\", \"Planning\", \"Cooperation\"]',\n", + " '[\"Common Technical Document\", \"KM Programming Language\", \"Stakeholder Requirements\", \"Computer Science\", \"High Performance Computing\", \"System Programming\", \"Industrialization\", \"C++ (Programming Language)\", \"Windows System Administration\", \"Prototyping\", \"Industrial Automation\", \"Instrumentation\", \"E (Programming Language)\", \"TCP/IP\", \"Medic\", \"C++/CLI\", \"Microsoft Visual Studio\", \"Applications Architecture\", \"ARM Architecture\", \"Functional Testing\", \"USB\", \"Electrical Engineering\", \"C# (Programming Language)\", \"Windows Software\", \"Requirements Engineering\", \"Laser Tracker\", \"Application Environments\", \"Validations\", \"DevExpress\", \"Software Requirements Specification\", \"Technical Solution Design\", \"Software Development\", \"Language Experience Approach\", \"Algorithms\", \"Communications Protocols\", \"SQL (Programming Language)\", \"Controllability\", \"Threading (Manufacturing)\", \"Manufacturing Processes\"]',\n", + " \"['English']\"],\n", + " ['84',\n", + " '.net consultant / software engineer',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-2.61061400e-01 2.82405615e-01 4.39843953e-01 -1.06197216e-01\\n4.96441543e-01 -2.55543470e-01 -1.15714118e-01 3.84546578e-01\\n-1.00942172e-01 -4.29098755e-01 -2.52556149e-02 -3.17635238e-01\\n-6.96545914e-02 2.52955910e-02 1.92746475e-01 4.94967282e-01\\n2.63134420e-01 8.39160010e-02 -2.18112051e-01 3.45846862e-01\\n1.22279868e-01 -8.40979908e-03 4.93846759e-02 7.05662966e-01\\n4.00918156e-01 3.21412012e-02 -9.74281803e-02 -4.59116995e-02\\n-3.10366064e-01 -2.24626094e-01 4.49564248e-01 3.62390056e-02\\n-1.24232292e-01 -3.17485422e-01 9.18334946e-02 7.17850849e-02\\n-1.80965066e-01 -8.28596354e-02 -5.51367439e-02 2.85666823e-01\\n-4.35210824e-01 -1.99896142e-01 8.98752287e-02 7.58509710e-02\\n-1.29840925e-01 -3.99345368e-01 6.93388283e-02 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-4.98140484e-01 3.76931012e-01 -1.86177120e-01\\n-5.55484071e-02 1.13522485e-01 1.48661166e-01 1.06151067e-01\\n-2.98583746e-01 -1.50560280e-02 -7.38669261e-02 2.43403733e-01\\n1.17248699e-01 3.90392631e-01 -2.88708091e-01 -2.08459586e-01\\n-1.98375627e-01 1.91929340e-01 -1.61302656e-01 9.50233117e-02\\n-4.86731194e-02 4.19884473e-01 5.19586727e-02 7.03756213e-02\\n3.32891434e-01 3.86182740e-02 -2.57498175e-01 -2.73904592e-01\\n-1.58494756e-01 -2.86519676e-01 4.40173931e-02 2.00525895e-02\\n2.43188187e-01 -4.20273751e-01 -1.18139595e-01 -2.74821341e-01\\n-1.39369920e-01 -3.49531591e-01 -3.17811519e-02 -6.11166731e-02]]',\n", + " 'About our client Our Client is a growing Swiss consulting and technology firm with more than 20 employees. He primarily serves banks, insurers, investment firms and e-commerce companies. Both global and local players belong to his clients. Our Client offers products and services in quantitative finance, predictive analytics, machine learning, software engineering and business consulting. Your responsibilities In this role, you will primarily be working with his clients but also with his internal development team and contribute to the design and implementation of the next generation of financial industry applications. You will work in a challenging and varying environment with both national as well as international clients. Your profile Master or Bachelor in computer science or electrical engineering Multiple years of experience in C#/.Net development including Asp.Net and Entity Framework Solid knowledge in JavaScript including state of the art frameworks like AngularJS Experience in SQL, C/C++, Python and Java is a plus Broad knowledge of software development processes, principles and practices (like Scrum, Kanban, extreme programming, SOLID, TDD, continuous integration etc.) Interested in new technologies and methods and able to incorporate them into projects and products Team player with a reliable and customer-oriented working attitude with the ability to understand and approach complex problems Fluent in English, German is an advantage Your chance Challenging and interesting projects in the fintech domain Work with new technologies Work within an interdisciplinary team of experts Modern and flexible collaboration methods and a flat hierarchy Interested? Please do not hesitate to find out more about this unique opportunity and send your complete application file to jobs@oneagency.ch. Ort: Zürich Spezialisierung: JAVA Entwicklung Scrum (Methode) JavaScript C# / C++ / C .NET Entwicklung SQL Sprachen: Deutsch Englisch Job ID: 1140',\n", + " '[\"Collaboration\", \"Complex Problem Solving\", \"Reliability\", \"Consulting\"]',\n", + " '[\"ASP.NET\", \"Test-Driven Development (TDD)\", \"Computer Science\", \"Machine Learning\", \"Continuous Integration\", \"Industrialization\", \"Python (Programming Language)\", \"Scrum (Software Development)\", \"Entity Framework\", \"Software Engineering\", \"Investments\", \"C (Programming Language)\", \"Finance\", \"E-Commerce\", \"Electrical Engineering\", \"C# (Programming Language)\", \"JavaScript (Programming Language)\", \"Predictive Analytics\", \"Banking\", \"Software Development\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Extreme Programming\", \"Integrated Product Team\"]',\n", + " \"['English', 'Italian', 'Italian', 'Ukrainian']\"],\n", + " ['125',\n", + " 'digital humanities analyst in the data 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-3.86687033e-02 -2.56299973e-04 8.00667554e-02\\n9.61814225e-02 3.62784535e-01 -2.19374090e-01 -3.29033434e-01\\n-3.78675222e-01 1.25232294e-01 -2.45594621e-01 -2.79767159e-02\\n-1.23073086e-01 4.38219607e-01 -5.11055067e-03 1.38456360e-01\\n3.60675097e-01 1.78231765e-02 -1.96221635e-01 -2.64424503e-01\\n-1.14319265e-01 -2.40162373e-01 -9.71437246e-02 -3.97335179e-02\\n2.05281019e-01 -3.24257672e-01 -2.83863068e-01 -3.70698571e-01\\n4.30823537e-04 -2.67759681e-01 9.73825529e-02 -1.76419690e-02]]',\n", + " \"80 - 100% The University of Basel is the oldest university in Switzerland, and ranked among the best universities in the world due to its research achievements. It counts over 12'000 students and 4'300 researchers in 7 faculties active in domains from humanities and social sciences to natural sciences. The University of Basel is promoting the growing area of Data Science by establishing a university-wide Data Analytics Center (DAC). The goal of the DAC is the advancement of research and the development of transdisciplinary synergies at the University of Basel and its partners. The service and support activities of the DAC will be provided by the Center for Scientific Computing (sciCORE) and the Digital Humanities Lab (DHLab) in collaboration with the Department of Mathematics and Computer Science (DMI). We invite applications for a data analysis support specialist (80-100%) to support quantitative research in humanities and social sciences. Your position The successful candidate will provide consulting and execute data analysis in research projects in various domains of humanities and social sciences. The primary mandate is to support research groups in need of data analysis by applying appropriate statistical, computational, and visualization methods, helping with semantic mappings, and making fundamental methodological advances. The position will involve hands-on data analysis and contributions to teaching (postgraduate courses). This position will be hosted at the DHLab. Your profile Our ideal candidate has a strong and diversified experience (postdoctoral level) in data analysis, in particular with applications involving analysis of large and complex data sets, using machine learning, deep learning, and other advanced statistics. Experience with various database concepts (eg SQL, NoSQL, SPARQL, GraphDB), semantic technologies, and knowledge of R and Python are required. Previous work with text, music, visual, survey, and other data, and familiarity with image analysis tools (eg ImageJ, Fiji) and at least one state of the art deep learning framework will be an asset. Given the important service aspect of the position, we expect our candidate to be flexible, proactive, capable of following several projects in parallel and to have a curiosity for humanities and social sciences in general. We offer you At the DHLab, you will be part of a highly efficient and motivated team of diverse data analysts, data infrastructure managers, and scholarly IT specialists. As a member of the DAC you will also join forces with support scientists at sciCORE and DMI. External collaborations and co-authorship in publications can be expected. We support our team members in their own training, networking and career development. You will have the opportunity to contribute in shaping the organization and development of this data analysis platform. The initial contract is for 2 years, with the possibility of renewal into a permanent contract. The University of Basel is an equal opportunity and family friendly employer committed to excellence through diversity. Application / Contact We look forward to receiving your complete application via the university's online application portal (see button below). Applications should include a curriculum vitae, list of publications indicating the five most significant papers, a link to your code repository or portfolio of data analysis projects, and names of three potential referees. Applications by email cannot be considered. For further information, please contact Prof. Gerhard Lauer gerhard.lauer@unibas.ch. The position will remain open until filled.\",\n", + " '[\"Research\", \"Collaboration\", \"Proactivity\", \"Friendliness\", \"Team Motivation\", \"Teaching\", \"Curiosity\", \"Positivity\", \"Consulting\"]',\n", + " '[\"NoSQL\", \"Tooling\", \"Surveys\", \"GraphDB\", \"Social Sciences\", \"Computer Science\", \"Analytics\", \"Statistics\", \"Machine Learning\", \"Visualization\", \"Natural Sciences\", \"Activism\", \"Python (Programming Language)\", \"SPARQL Protocol And RDF Query Language (SPARQL)\", \"Levelling\", \"Image Analysis\", \"Computational Statistics\", \"Executable\", \"Hosting\", \"Quantitative Research\", \"Data Science\", \"Spatial Data Infrastructures\", \"Scientific Computing\", \"Equalization\", \"R (Programming Language)\", \"Deep Learning\", \"Survey Data Analysis\", \"Semantic Technology\", \"Receivables\", \"Humanism\", \"Data Infrastructure\", \"Digital Humanities\", \"Semantics\", \"Logistics Support Activity\", \"Career Development\", \"Centering\", \"Mapping\", \"ImageJ\", \"SQL (Programming Language)\", \"Data Analysis\"]',\n", + " \"['English']\"],\n", + " ['52',\n", + " 'junior software developer internship',\n", + " 'Zug',\n", + " '',\n", + " '',\n", + " '[[-2.45473623e-01 2.19922841e-01 3.95095408e-01 -8.58976841e-02\\n5.51735580e-01 -2.02397883e-01 -7.35367462e-03 5.00029922e-01\\n-1.52281597e-01 -1.19535170e-01 -1.25269637e-01 -2.06219703e-01\\n-3.24371420e-02 -2.62237042e-02 1.49601355e-01 3.16426218e-01\\n4.82166260e-01 5.57406731e-02 -2.89484859e-01 2.85835177e-01\\n9.59658772e-02 -1.58541277e-01 1.09840846e-02 6.16762042e-01\\n3.71483356e-01 3.89521345e-02 -5.42104766e-02 -7.87682310e-02\\n-2.99870104e-01 -1.31022558e-01 5.30076027e-01 3.96904498e-02\\n-1.54182715e-02 -2.32307419e-01 2.21703202e-01 6.51573688e-02\\n-4.44421172e-02 -3.38877067e-02 -1.95203587e-01 1.99599862e-01\\n-4.15456951e-01 -1.94820508e-01 9.43321958e-02 1.80630758e-01\\n-2.37349615e-01 -4.10376310e-01 2.75215745e-01 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We are looking for a Junior Software Developer Internship (f / m, 100%) who is motivated to learn in a small but growing team. This position is being offered either as a 6 to 12-month internship or as an entry level role for recent graduates. The successful candidate will work on projects involving futures and cryptocurrencies and gain exposure to financial markets trading. Your Responsibilities: • Developing an automated trading system with the Senior Portfolio Managers. • Building front end framework and GUI. • Managing short-term quantitative strategies and market risk issues. • Directing system testing and validation procedures. Your Profile: • Completed or in the process of completing a quantitative degree in Finance, Business, Economics, Engineering, Political Science, Math or Physics. • Top-notch computer programming skills with excellent command of programming languages such as Python, C#, or JavaScript. • Experience with VUE or other similar front end frameworks. • Effective communicator, fluency in English is a must. • Excellent at multi-tasking and working under pressure. • Highly motivated and interested to learn from experienced professionals. • An interest in finance and cryptocurrencies will be beneficial. Did we raise your interest? Please send your CV and cover letter. Requirements • Completed or in the process of completing a quantitative degree in Finance, Business, Economics, Engineering, Political Science, Math or Physics. • Top-notch computer programming skills with excellent command of programming languages such as Python, C#, or JavaScript. • Experience with VUE or other similar front end frameworks. • Fluency in English. • Excellent at multi-tasking and working under pressure.',\n", + " '[\"Positivity\", \"Management\", \"Professionalism\"]',\n", + " '[\"Market Risk\", \"Automation\", \"KM Programming Language\", \"Vue.js\", \"Notching\", \"Python (Programming Language)\", \"M (Programming Language)\", \"Levelling\", \"Financial Market\", \"Investments\", \"Business Economics\", \"Cryptocurrency\", \"Portfolio Management\", \"Finance\", \"C# (Programming Language)\", \"JavaScript (Programming Language)\", \"Physics\", \"Computer Programming\", \"Validations\", \"Front End (Software Engineering)\", \"Software Development\", \"Political Sciences\", \"System Testing\"]',\n", + " \"['English', 'Kikuyu', 'Panjabi', 'Pali']\"],\n", + " ['19',\n", + " 'software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.57442186e-02 1.89378172e-01 4.58602995e-01 -1.45687848e-01\\n3.45443606e-01 -2.16841891e-01 8.32162946e-02 3.52371961e-01\\n1.24339201e-02 -4.67337012e-01 -4.36932482e-02 -2.53092408e-01\\n8.15873034e-03 1.78620026e-01 9.19062123e-02 3.34598005e-01\\n1.35245293e-01 6.92561716e-02 -1.29040137e-01 2.71780521e-01\\n9.42296386e-02 -1.08291984e-01 1.08184852e-01 6.58065796e-01\\n4.39737737e-01 -3.50390095e-03 8.25651959e-02 2.36601103e-02\\n-1.88826829e-01 -2.74464101e-01 5.30852914e-01 4.08361554e-02\\n-7.19722211e-02 -3.93924177e-01 1.58049494e-01 2.32869945e-02\\n-2.86376804e-01 -4.16797511e-02 -2.13953450e-01 9.69535857e-02\\n-5.73742211e-01 -1.87130108e-01 7.54973069e-02 -3.84808220e-02\\n-1.87633306e-01 -3.86527628e-01 1.59954488e-01 -1.31412759e-01\\n2.04590514e-01 2.34967042e-02 -5.04115880e-01 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-2.80836690e-02 1.77481219e-01 2.28390440e-01\\n-2.56042242e-01 2.47418042e-02 5.21527138e-03 1.42531469e-01\\n-7.09108412e-02 2.67526418e-01 -3.03575188e-01 -2.74744451e-01\\n-2.75416255e-01 1.63753912e-01 -1.65979922e-01 2.96007007e-01\\n1.11757308e-01 3.08608264e-01 2.21313253e-01 -1.95499156e-02\\n3.77684683e-01 7.04156328e-03 -6.18286505e-02 -1.84935808e-01\\n-3.29066694e-01 -9.96560231e-02 -6.74964860e-02 -6.32238463e-02\\n1.85466900e-01 -4.43852276e-01 -8.46024007e-02 -6.99994415e-02\\n-2.12609187e-01 -3.41137022e-01 -2.60685924e-02 -8.48833621e-02]]',\n", + " 'About Us B3i is a growing and dynamic business operating in the global insurance market. We are at the forefront of bringing real innovation into the industry through Blockchain / DLT solutions which we believe will transform insurance. Our vision is simply to make insurance more relevant, accessible and affordable. We have a flat management structure with a start-up mentality and are very ambitious; we want determined and enthusiastic people to share our vision and join us on this journey of innovation. What You Will Do You will be developing distributed insurance applications and services using R3 Corda You will work within a highly skilled and motivated engineering team You will bring your perspective on design and engineering helping to create innovative solutions Your code and applications will run on a global distributed network What you will bring on a professional level Strong knowledge of Java or Kotlin development, tooling and ecosystem Strong object-oriented development Some knowledge about Blockchain, distributed ledger and networks Agile software development experience including tools such as JIRA and CI Experience of working on multi-layered projects It would be great if you have R3 Corda development experience and on a personal level Share you knowledge, insight and learning openly Open to feedback and challenges from the team Curious to learn new skills What we offer B3i offers a competitive package including flexible working time and location & sabbatical programme You will work with a great bunch of people who are really making history in central Zurich Corda certification as part of your onboarding To apply for a job please send your CV in English only to jobs@b3i.tech. Please check your spam mailbox as our replies may be there. Disclaimer Notice for recruitment agencies B3i does not accept speculative CVs. We will only review CVs sent with an application for an advertised post. Any unsolicited CVs received will be treated as the property of B3i Services AG and Terms & Conditions associated with the use of such CVs will be considered null and void.',\n", + " '[\"Innovation\", \"Professionalism\", \"Management\", \"Business Operations\"]',\n", + " '[\"Advertisement\", \"Tooling\", \"Accessioning\", \"Object-Oriented Software Development\", \"CAN-SPAM Act\", \"Blockchain\", \"Industrialization\", \"Perspective (Graphical)\", \"Onboarding\", \"Layering\", \"Levelling\", \"Agile Software Development\", \"Corda\", \"Personalization\", \"Receivables\", \"Distributed Development\", \"Software Development\", \"JIRA Studio\", \"Distributed Network Protocol (DNP3)\", \"Java (Programming Language)\", \"Kotlin\"]',\n", + " \"['English', 'Kazakh', 'Greek', 'Dhivehi', 'Ossetic']\"],\n", + " ['68',\n", + " 'software engineer / kubernetes',\n", + " 'Zürich',\n", + " 'Publishing',\n", + " '',\n", + " '[[-9.86396894e-02 3.53228837e-01 5.67326486e-01 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1.29145160e-01\\n-7.37960916e-03 2.35196725e-01 1.43932834e-01 5.78541607e-02\\n2.99762428e-01 -9.82260555e-02 -2.10702911e-01 -2.30772689e-01\\n-3.73177648e-01 -2.90136158e-01 -8.68161172e-02 -1.79977819e-01\\n1.95918977e-01 -3.98411334e-01 -7.55714029e-02 -2.89538922e-03\\n-1.27865911e-01 -3.52548569e-01 2.43788008e-02 -4.19341400e-02]]',\n", + " 'localsearch is the leading marketing and advertising partner for Swiss SME. We make our customers successful in the digital world. Within our department Products & Platforms we are looking for new colleagues: Software Engineer / Kubernetes We are Virtualizers, Software Engineers, Orchestrators, Coders and offer a highly skilled devops and software engineering team responsibility to provide and enhance services and APIs which are used by many teams and applications or external consumers two completely own managed Kubernetes clusters (on GKE/GCP) a close collaboration with software engineering teams to support them building new features and applications You are a tech enthusiast, cloud surfer, automator, networker and you impress us with a good understanding of mixed architecture of public and private clouds professional experience with Kubernetes, infrastructure as a code and cloud services networking, scripting (Bash), log and systems performance analysis skills a good understanding of web application architectures (web servers, relational/non-relational databases, caching tiers, fault-tolerant design) solid communications – even remotely -, team working and interpersonal skills fluent in English, German is a plus Important: We are only able to consider applicants with a valid permit to reside and work in Switzerland or citizens of EU-27. Direct applications are given priority. We will be happy to answer your questions via our WhatsApp chat +41 79 358 35 76. We, Sylvia Ramona Bertele and Colin Griehl, look forward to receiving your online application!',\n", + " '[\"Collaboration\", \"Communications\", \"Infrastructure\", \"Management\"]',\n", + " '[\"Web Applications\", \"Web Servers\", \"Advertisement\", \"Kubernetes\", \"Enhanced Messaging Service\", \"Platform Product Management\", \"Fault Tolerant Ethernet\", \"Consumables\", \"Google Kubernetes Engine (GKE)\", \"Private Cloud\", \"Software Engineering\", \"Cloud Services\", \"Applications Architecture\", \"Whatsapp\", \"Digitization\", \"Bash (Scripting Language)\", \"Receivables\", \"Google Cloud Platform (GCP)\", \"Relational Databases\", \"Customer Success\", \"Scripting\", \"Performance Analysis\", \"Network Automation\", \"DevOps\"]',\n", + " \"['English', 'Igbo', 'Northern Sami']\"],\n", + " ['75',\n", + " 'software engineer c++',\n", + " 'Basel',\n", + " '',\n", + " '',\n", + " '[[-6.15360327e-02 1.70069948e-01 3.69094670e-01 -4.79845591e-02\\n4.70457852e-01 -2.11933196e-01 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5.59969187e-01 1.23413667e-01 -2.92986855e-02\\n5.44673085e-01 -1.60206351e-02 -2.12896615e-01 -3.33475024e-01\\n-1.86459005e-01 -3.62796038e-01 -1.18960917e-01 7.16214404e-02\\n8.03726092e-02 -2.91677982e-01 -6.38136789e-02 -2.12681860e-01\\n-2.19799299e-02 -3.06136400e-01 -2.12664269e-02 -1.28117993e-01]]',\n", + " '(Internship 4-12 months) MaxWell Biosystems is an electronics-focused biotech company based in Basel, Switzerland, developing and selling advanced cell imaging platforms helping our customers in the pharmaceutical industry and in academia to make their drug discovery and research more efficient. We are an ETH Spin-off company, seeking highly motivated and talented individuals who want to contribute in shaping the future of drug discovery. Our core technology consists of a bio-sensor made out of an application specific integrated circuit (ASIC) chip. Together with an FPGA-based data acquisition platform and with our software suite MaxLab Live, this technology is used for drug discovery and to investigate brain cells at unprecedented detail and resolution. We are now enhancing our software MaxLab Live to perform automated experiment routines by means of a Python API (boost.python). Additionally, we are implementing various data analysis and visualization routines to enhance the user experience of our customers and to help them improve their research and drug discovery applications. For both of these activitieswe are seeking a highly motivated software engineer to help us either on the backend to improve the Python API and/or on the frontend with the user interface for data analysis and visualization. Your Profile Studies in computer science, electrical engineering, biology or related field Experience with C++ (C++11/14) and Linux Enjoy pushing technology to its limits You Get Working with cutting-edge technology Working on a modern C++11 code base Freedom to come up with and work on your own ideas Be part of a fast-paced technology startup at the intersection between biology, engineering and data science Are you motivated, innovative and committed to delivering first-rate performance? Have you ever wanted to work with cutting-edge technology involving both engineering and biology? Do you enjoy working in an international, multidisciplinary, and interactive team? Then we might have a position for you. Join MaxWellBiosystems in innovating the future of electrophysiology for drug discovery and basic research. Jan Müller looks forward to receiving your application documents (cover letter, short CV) by email at jan.mueller@mxwbio.com.',\n", + " '[\"Research\", \"Positivity\", \"Innovation\", \"Investigation\"]',\n", + " '[\"Automation\", \"Live Cell Imaging\", \"Basic Research\", \"Interactivity\", \"Field-Programmable Gate Array (FPGA)\", \"Computer Science\", \"Boost (C++ Libraries)\", \"Documentation Based Coding\", \"Industrialization\", \"Visualization\", \"Software Suite\", \"C++ (Programming Language)\", \"Python (Programming Language)\", \"Push Technology\", \"Component Object Model (COM)\", \"Linux\", \"Agile Edge Technologies\", \"Limiter\", \"Application Specific Integrated Circuits\", \"Software Engineering\", \"Data Science\", \"Electronics\", \"Biology\", \"Electrical Engineering\", \"Electrophysiology\", \"Data Acquisition\", \"Biological Engineering\", \"Receivables\", \"Pharmaceuticals\", \"Drug Discovery\", \"Additives\", \"User Experience\", \"Custom Backend\", \"ASIC Programming Language\", \"Application Programming Interface (API)\", \"Integrated Circuits\", \"User Interface\", \"Data Analysis\", \"Advanced Imaging Technology\"]',\n", + " \"['English', 'Finnish', 'Venda']\"],\n", + " ['75',\n", + " 'data engineer (m/w)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.87018558e-01 2.62790650e-01 4.84370828e-01 5.65015674e-02\\n4.95228618e-01 -7.14628771e-02 -4.45722900e-02 2.29910731e-01\\n3.16278683e-03 -4.67078447e-01 2.34412067e-02 -1.45032898e-01\\n-7.85728022e-02 2.29453482e-02 1.49031103e-01 4.50796783e-01\\n4.03130531e-01 5.81657663e-02 -2.45680995e-02 3.79181862e-01\\n9.08872485e-02 -7.18505532e-02 -1.73262674e-02 7.14751184e-01\\n5.00305176e-01 -8.50291401e-02 -1.74031422e-01 8.46053958e-02\\n-2.11665243e-01 -2.65711218e-01 4.89607513e-01 5.26698455e-02\\n-1.78832307e-01 -3.12509269e-01 1.42940804e-01 1.09932616e-01\\n-3.53809625e-01 1.09138444e-01 -1.12645671e-01 1.79193407e-01\\n-4.79448378e-01 -1.52716696e-01 -5.24639077e-02 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with the data to really understand what it means Continuously enhance our growing suite of tools and platforms that our data scientists are depending upon Be a key resource with how we will extend our technical infrastructure to incorporate cloud technologies Work very closely with the data science team, business users and fellow technology colleagues on a daily basis. Ideal candidates will be involved in designing and building the infra for a new analytics platform which is then to be used to monitor and optimize the consumption of balance sheet capacity, capital, liquidity and funding and manage the risk exposure of the consolidated balance sheet Your profile: Degree in Computer Science or Financial Engineering Strong knowledge of Python with an additional working knowledge of Java being a distinct advantage Practical knowledge of how to implement CI/CD pipelines with TeamCity, Jenkins, Bamboo etc Good analytical skills and mathematical fluency (e.g. a growing interested in R, Scala, NoSQL, Spark etc.) Good understanding of data storage, cloud computing, interfaces, visualization and streaming data Entrepreneur at heart who is continuously looking for ways to improve and enhance the systems around you Highly numerate with logical analytical thought process and attention to details Reliable when working independently, with sound judgment for when to escalate issues Critical thinker who communicates clearly and enjoys the challenges of a fast-paced environment Committed team player with good interpersonal skills, enthusiasm and output vision Someone who actively keeps up-to-date with technology Keen to work with both structured and unstructured data - we have lots of it Benötigte Skills Python Python JAVA R Scala NoSQL',\n", + " '[\"Analytical Skills\", \"Decisiveness\", \"Infrastructure\", \"Management\", \"Communications\", \"Enthusiasm\", \"Reliability\"]',\n", + " '[\"Python Server Pages\", \"Tooling\", \"NoSQL\", \"Jenkins\", \"Capitalization\", \"Balance Sheet\", \"Computer Science\", \"Analytics\", \"Data Streaming\", \"Atlassian Bamboo\", \"Visualization\", \"Scala (Programming Language)\", \"Activism\", \"Optical Data Storage\", \"Python (Programming Language)\", \"Financial Engineering\", \"E (Programming Language)\", \"Cloud Storage\", \"Pipelining\", \"Unstructured Data\", \"Data Science\", \"Consolidation\", \"Storages\", \"R (Programming Language)\", \"Teamcity\", \"Resourcing\", \"Liquidation\", \"Additives\", \"Java (Programming Language)\", \"Cloud Computing\", \"Cloud Technologies\"]',\n", + " \"['English', 'Bislama', 'Hausa']\"],\n", + " ['92',\n", + " 'product specialist - preclinical software',\n", + " 'Pratteln',\n", + " '',\n", + " '',\n", + " '[[-2.41236180e-01 2.90319145e-01 4.68818903e-01 -9.23457518e-02\\n5.66722870e-01 -4.17652465e-02 -3.56336087e-02 3.46196562e-01\\n3.00159715e-02 -3.08371961e-01 -3.29736546e-02 -3.26030612e-01\\n1.48460746e-01 2.54644424e-01 -4.24939804e-02 4.34395999e-01\\n3.37981522e-01 1.26956776e-01 -1.75786436e-01 2.45356038e-01\\n1.81513168e-02 -1.67816430e-01 2.34795898e-01 7.89804459e-01\\n3.97713900e-01 -2.32347809e-02 -1.05665080e-01 -6.33461997e-02\\n-1.60741121e-01 -1.71358630e-01 5.27925313e-01 -1.99466757e-02\\n-1.54859722e-01 -3.14400315e-01 7.80410245e-02 1.13540187e-01\\n-2.80140907e-01 -6.28394634e-02 -1.53352886e-01 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Our unique products and outsourced services accelerate the development and regulatory submission of biopharma products. For more than 30 years, we have developed software by scientists, for scientists - a hallmark that is unrivaled in our field. For that reason, eight of the world’s top 10 pharma companies have relied on PDS software, as do industry-leading CROs, chemical companies, universities and regulatory agencies. Over the past several years, PDS has undergone many changes and is now competing in new fast-growth segments of our markets. We are still nimble with a rewarding start-up culture that allows you to make an immediate impact on the business. With business offices in New Jersey, Switzerland and Tokyo, we think globally, but act locally and now we have an exciting opportunity for a Product Specialist located in our Pratteln Basel office. PDS Life Sciences is searching for a motivated person to join a global leader in Preclinical LIMS Software Solutions as a Preclinical Product Specialist. Are you looking for an exciting new opportunity to become a key subject matter expert in the development of preclinical software? Join our team of scientists and software development experts in this unique opportunity. PDS prides itself on its reputation to create solutions For Scientists By Scientists. Job Description: Responsible for a full range of activities which ensure operational effectiveness and excellence in product implementation and optimization with customers.Responsible for creating/maintaining training materialsResponsible for providing first level support to existing customers as requiredResponsible for providing consulting services to customers as requiredAssists the Validation team during the customer’s OQ ProcessAssists with internal acceptance testing (OQ) Assisting with writing Test Scripts Assists with functional specifications development Assists with writing user stories and test specifications Assisting with updates to user manuals and release notes Provides suggestions for product improvement Some domestic travel and infrequent international travel needed Duties as directed by manager(s) Requirements: Degree in life sciences, Biology, Toxicology, Pathology, Animal Science or other related field 1-3 years’ laboratory experience in a preclinical research facility (CRO, pharmaceutical industry)Knowledge of Laboratory Information Management System(s) (LIMS) a plusGxP knowledge a plusHigh level of communication, organization and intercultural skillsGood knowledge of IT technology and IT methodologyMust be fluent in EnglishExcellent writing skillsStrong attention to detailAbility to work in a team and independentlyCustomer service orientation skills a plusAble to travel (approximately 10%... domestic and international) Job Type: Full-time Salary: CHF70,000.00 to CHF80,000.00 /year Experience: Biological Lab: 1 year (Preferred) Education: Bachelor's (Preferred) \",\n", + " '[\"Research\", \"Writing\", \"Service-Orientation\", \"Management\", \"Operations\", \"Consulting\"]',\n", + " '[\"User Story\", \"Life Sciences\", \"PD 5500 Standard\", \"Outsourcing\", \"Animal Science\", \"Industrialization\", \"Activism\", \"Maintainability\", \"Levelling\", \"Business Office Procedures\", \"Toxicology\", \"Productivity Improvement\", \"Localization\", \"Functional Specification\", \"Patentable Subject Matter\", \"Release Notes\", \"Biology\", \"Management Systems\", \"Personalization\", \"Information Management\", \"Laboratory Information Management Systems\", \"Validations\", \"Pharmaceuticals\", \"Pathology\", \"Software Development\", \"Community Organizing\", \"Test Script\", \"Job Descriptions\", \"Acceptance and Commitment Therapy (ACT)\", \"Acceptance Testing\"]',\n", + " \"['English', 'Ossetic']\"],\n", + " ['37',\n", + " 'data engineer ef education first - associate level',\n", + " 'Zürich',\n", + " 'Education Training Services',\n", + " 'www.ef.com',\n", + " '[[-7.13831335e-02 2.68712938e-01 5.48830986e-01 -4.31743711e-02\\n5.21940768e-01 -1.67066246e-01 4.45478074e-02 5.89715421e-01\\n-5.27753942e-02 -4.89541143e-01 -9.27176699e-02 -3.03665847e-01\\n-1.92509759e-02 1.33665353e-01 1.40386775e-01 3.85331780e-01\\n2.08407477e-01 1.43563733e-01 -2.08950177e-01 2.60225773e-01\\n1.23485737e-01 -1.18826583e-01 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-4.15583700e-01 8.53738487e-02 -1.39782622e-01]]',\n", + " 'EF Travel, the flights division of EF Tours, is currently looking for a Data Engineer to join our BI team in Zurich, Switzerland. We are an autonomous and dynamic BI team working on a multitude of technical solutions for EF’s flights department. We provide vital functions in the areas of technical development, business intelligence and innovation and everything we do has a direct impact on our business. We enjoy a fantastic work environment right on the doorstep to the Swiss Alps. As a Data Engineer your main focus will be to provide all the back-end development and architecture for supporting our operational and executive deliveries. We expect you to be forward thinker, innovative and ready for a position where you will get to make an impact from day one. The role Develop and architect new data solution using AWS cloud services Develop and optimize back-end systems and provide support to the front-end developers Maintain current Data Warehousing architecture and processes Implement structured and methodical ways to achieve high quality reporting Requirements Bachelor’s or Master’s degree in Computer Science or similar Minimum 2 years of working experience Good Knowledge in MSSQL, SSIS, SSAS and SSRS is a plus Good understanding of ETL process, dimensional modeling and data warehousing architecture Knowledge of different range of AWS Services and Big Data architecture Knowledge in Python or other scripting language Good analytical and problem solving skills Independent, self-motivated and comfortable in a fast-paced environment Fluent in English About EF Since 1965, we have helped millions of people transform their lives by opening the world through education. Today we are the world’s largest private education company - offering every imaginable way to learn a language, travel abroad, experience another culture, or earn an academic degree. We offer competitive salaries and a multicultural working environment. The position is situated in Zurich, Switzerland and you will be working with people from all over the world. What’s it like to work here? https://vimeo.com/111638911 and https://www.youtube.com/watch?v=fGlnMgNtivw',\n", + " '[\"Self-Motivation\", \"Imagination\", \"Problem Solving\", \"Operations\", \"Innovation\", \"Positivity\"]',\n", + " '[\"Computer Science\", \"Analytics\", \"Data Engineering\", \"Data Warehousing\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Maintainability\", \"AWS Directory Service\", \"Hostile Work Environment\", \"Extract Transform Load (ETL)\", \"Business Intelligence\", \"Cloud Services\", \"Dimensional Modeling\", \"Library For WWW In Perl\", \"SQL Server Integration Services (SSIS)\", \"Big Data\", \"End Systems\", \"Adapter Scripting Language\", \"Front End (Software Engineering)\", \"Technical Solution Design\", \"Back End (Software Engineering)\", \"Vimeo\", \"Business Development\"]',\n", + " \"['English', 'Scottish Gaelic', 'Venda']\"],\n", + " ['75',\n", + " 'data analyst (w/m)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " 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You identify the most important KPIs to measure the performance of our existing algorithms and set up automatic monitoring and reporting for these metrics. You advise our developers on how to log data so that the usage and usefulness of all features can be measured. You work with our DevOps to improve the accessibility and scalability of our logs and databases. Our Requirements: You are fluent in SQL (e.g. MySQL). Experience with ElasticSearch and/or NoSQL databases is a plus. You can write code for data processing in Python (using data analysis libraries such as pandas). You have experience with data visualization. You are always curious to try out new tools and libraries for the analysis and visualisation of data. You follow new developments in AI and understand how machine learning algorithms can help to analyse data. You have a sharp eye for irregularities in a dataset and you will leave no stone unturned when looking for the cause of an anomaly. You have a good understanding of statistics, in particular regarding hypothesis tests and statistical significance. You desire to work in a small, agile team environment. You communicate proactively and work independently. Benötigte Skills SQL MySQL NoSQL Python Python',\n", + " '[\"Communications\", \"Writing\", \"Proactivity\"]',\n", + " '[\"MySQL\", \"Python Server Pages\", \"NoSQL\", \"Tooling\", \"Accessioning\", \"Advising\", \"Agility\", \"Statistics\", \"Machine Learning\", \"New Business Development\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Logging\", \"Library\", \"Dataset\", \"Data Visualization\", \"Machine Learning Methods\", \"Machine Learning Algorithms\", \"Scalability\", \"Electronic Data Processing\", \"Statistical Hypothesis Testing\", \"Algorithms\", \"User Experience\", \"Eyes\", \"Pandas (Python Package)\", \"SQL (Programming Language)\", \"Data Analysis\", \"DevOps\", \"Elasticsearch\"]',\n", + " \"['English', 'Tajik', 'Bengali', 'Akan', 'Marshallese']\"],\n", + " ['30',\n", + " 'backend engineer (remote)',\n", + " 'Geneva',\n", + " 'Computer Hardware & Software',\n", + " 'www.cloudbeds.com',\n", + " '[[-2.37438202e-01 1.64453715e-01 5.52219331e-01 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1.29315391e-01\\n2.20322609e-03 3.02577019e-01 -1.41780719e-01 1.25649780e-01\\n3.17628980e-01 1.48806646e-02 -2.69339532e-01 -2.78182507e-01\\n-2.71294355e-01 -9.84257460e-02 4.71259318e-02 -7.58180022e-02\\n1.16662093e-01 -4.46192563e-01 -1.96538996e-02 -7.43442029e-02\\n-5.70277423e-02 -2.49757096e-01 -3.08980867e-02 -8.08531493e-02]]',\n", + " \"Cloudbeds is a travel industry startup that works to make the world a more welcome place. We make advanced cloud-based hospitality software for hotels, hostels, vacation rentals, and groups that manages reservations and guests, distributes room availability, sells inventory, and collects payments. Our hundreds of team members are distributed across 31 countries and, altogether, we speak 17 languages. How do we do it? On a #remotefirst platform that allows every member of our team to work from wherever they are around the globe. We're looking for people who want to disrupt the travel industry and love to travel as much as we do. As a Senior Backend Engineer, you will implement new architectures, features, and best practices to scale the Cloudbeds platform. You will contribute to new efforts in serverless and service-oriented architectures, leveraging the latest, cutting edge technologies. As a Senior Backend Engineer, your goal is to deliver an exceptional experience to our customers all around the world with quality, performance, and scalability top of mind. Location: Remote What You Will Do Design architectures for new services and customer-facing features.Implement new application features and improvements.Define internal standards for new design practices.Update our existing architecture to scale with our fast-growing customer base.Refactor legacy code using the latest design patterns and practices.Discuss and design complex technical concepts and requirements with both technical and non-technical stakeholders.Work in and understand a large code repository.Write clean, well-documented, and beautiful code. You'll Succeed With 7+ years of web application software engineering experience.5+ years of PHP back-end web application software engineering experience.Strong knowledge of OOP design patterns, best practices, and technologies.Strong knowledge of LAMP stack technologies.Strong knowledge of NoSQL technologies (Redis, Memcached).Strong knowledge of automated testing methodologies (TDD, BDD).Strong teamwork, leadership, and time management skills.Experience with agile software development (Scrum, Kanban).Experience with API integrations via REST or GraphQL.Excellent problem solving and debugging skills.Passion for excellent technical documentation.Proficiency in English verbal and written skills. Nice to Have Experience with Domain-driven Design (DDD).Experience with MQ systems (rabbitmq/zeromq/kafka).Experience with BPMN 2.0 and engines (Camunda, Zeebe, etc).Experience with Codeigniter and Symfony PHP frameworks.Experience developing web application front-ends (HTML, CSS, Javascript, vue.js).Experience with Node.js or Python.Experience with the Serverless Framework.Experience with code and database optimization and profiling.Experience implementing Sagas for long-running transactions.Experience developing in AWS (API Gateway, Lambda, DynamoDB, RDS).Experience with Atlassian products [JIRA/Confluence/BitBucket].Passion for SOLID, DRY, and KISS principles. Our company culture supports flexible working schedules with an unlimited PTO policy and the opportunity to travel and work remotely with great people. To make it easy for our team to travel we offer 2 corporate apartment accommodations near our San Diego and Sao Paulo offices. At Cloudbeds we dedicated to your personal and professional development. You will have access to over 10,000 courses within LinkedIn Learning when you join our team for your unique individual growth! If you think you have the skills and passion, we'll give you the support and opportunity to thrive in your career. If you would like to be considered for the role, we would love to hear from you! Company Awards to Check Out! Inc. Best Places to Work (2017 & 2018)Inc. 500 Fastest Growing Companies (2018)Connect MIP Award (Technology)Best Places to Work | Inc Magazine (2017 & 2018)Best Places to Work | HotelTechReport (2018 & 2019)Start-Ups to Watch in 2018 | Forbes\",\n", + " '[\"Reservations\", \"Writing\", \"Leadership\", \"Teamwork\", \"Management\", \"Hospitality\", \"Problem Solving\", \"Scheduling\", \"Integration\", \"Time Management\"]',\n", + " '[\"Bitbucket\", \"Web Applications\", \"Storage Area Network (SAN)\", \"Camunda\", \"NoSQL\", \"Test-Driven Development (TDD)\", \"Nice (Unix Utility)\", \"Accessioning\", \"Cascading Style Sheets (CSS)\", \"Vue.js\", \"Collections\", \"Service-Oriented Architecture\", \"Automated Testing Framework\", \"LAMP (Software Bundle)\", \"Good Agricultural Practices\", \"Memcached\", \"Distributed Design Patterns\", \"Industrialization\", \"Scale (Map)\", \"ZeroMQ (Concurrent Programming Libraries)\", \"Debugging\", \"Node.js\", \"Agile Edge Technologies\", \"Architectural Design\", \"PHP Frameworks\", \"Test Automation\", \"Scrum (Software Development)\", \"GraphQL\", \"Web Development\", \"HyperText Markup Language (HTML)\", \"Software Engineering\", \"PHP (Scripting Language)\", \"Amazon DynamoDB\", \"Agile Software Development\", \"Ddd Service\", \"RabbitMQ\", \"Domain Driven Design\", \"Serverless Computing\", \"International Standards\", \"Personalization\", \"CodeIgniter\", \"JavaScript (Programming Language)\", \"Scalability\", \"Symfony\", \"Technical Documentation\", \"Redis\", \"API Gateway\", \"Atlassian Confluence\", \"Front End (Software Engineering)\", \"Back End (Software Engineering)\", \"Software Development\", \"JIRA Studio\", \"Custom Backend\", \"Application Programming Interface (API)\", \"Profiling (Computer Programming)\", \"Object-Oriented Programming (OOP)\"]',\n", + " \"['English', 'Fijian']\"],\n", + " ['75',\n", + " 'business application analyst',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " 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-1.33596122e-01\\n-2.61167705e-01 4.08169508e-01 7.51660541e-02 1.51080757e-01\\n-7.55340159e-02 3.85382116e-01 2.61615179e-02 2.32520312e-01\\n1.59027353e-01 -2.20937565e-01 -3.69323730e-01 -3.04829597e-01\\n-4.35190201e-01 -1.16633028e-02 1.11955486e-01 -8.50889459e-02\\n2.64335275e-01 -2.27494001e-01 -6.81183934e-02 -2.76735246e-01\\n-2.44057477e-01 -4.49558347e-01 -1.16036996e-01 1.09312750e-01]]',\n", + " 'Job Informationen Responsibilities: Manages the maintenance of key Applications - Ensure a proper functional and technical support to the business departments on IS applications - Supervise end users in order to ensure a proper understanding of internal Business Processes (Trading, Shipping, Finance, Legal, Cross-functions) - Provide support to Trading and Operations team in their usage and ramp-up on the Application (training, coaching, change management) - Supervise end users application’s usage in order to guarantee the efficient use of the software - Coach and Train new comers in the understanding of our processes and a proper usage of the applications related to the function of the employee. - Perform review on application usage and data quality and trigger necessary training or process improvements - Define and Implement Projects for new requirements and/or evolution of the applications - Manage the continuous improvement of our Business processes: - Help in ensuring the defined IS applications matches the business requirements of internal departments - Review Processes supported by IS systems and work in coordination with the functional departments to propose processes/Systems changes. - Specify and implement necessary system changes - Manage the testing phases and ensuring quality performance with the external developers involved in various IS improvement projects - Lead Change Management with the users whilst implementing change - Get user-feedback and trigger necessary tasks or subprojects to reach a balance between Processes, Controls, user satisfaction and capability/cost efficiency of the IS Solution - Follow-up on processes implemented, new and existing, and ensure continuous improvement - Identify user needs for reporting and implement them once specified and approved - With the support and in relation with the Business Process Owners, review the processes defined by each BPO and ensure our Operating Model is updated - Manage specific and ad-hoc IS/IT Projects - Gather Requirements and Objectives of the Project - Manage the different Project Phases from Requirements till post-support implementation - Ensure a proper handover and transition of Project deliverables to the employees (Training, support of employees on requests) Profile required: Educational Background / Qualifications: - Degree in Computer science with experience in project management - Secondary Education in cross functional areas Technical Skills: - CRM Systems (SalesForce, Oracle) - Good knowledge of Reporting systems and Business Intelligence tools (IBM Cognos, Quickview,..) - General understanding of main ERP functionalities (SAP) - Scripting language (SQL, JavaScript, any other scripting languages) - First experience on Mobility and Mobile Apps development Experience required: - Good knowledge and practice in usage of CRM, ERP and Reporting software - Ability to successfully identify strengths and areas of improvement in processes and further lead change management across all functional departments - Experience in project management, as well as implementation and deployment of IS systems - Technical ability in managing directly small evolutions in the current Applications - Ability to perform specific adhoc analysis and queries through systems to assess usage and provide reports, dashboard, KPIs - Proven capabilities in coaching, training and development Competency profile: - Good knowledge and practice in usage of CRM, ERP and Reporting software - Ability to successfully identify strengths and areas of improvement in processes and further lead change management across all functional departments - Good experience in project management, as well as implementation and deployment of IS systems - Technical ability in managing directly small evolutions in Applications - Ability to perform specific adhoc analysis and queries through systems to assess usage and provide reports, dashboard, KPIs Interpersonal competencies / communication - Service-oriented - Communication capability with specialists and non-specialists (oral and written) - Listening skills - Ability to manage diversity and complexity of processes - Negotiation/conflict resolution skills - Reactivity - Time management skills - English professional. Good German. Any other language is a plus Benötigte Skills Englisch Projektleitung Qualitätssicherung CRM ERP Oracle Cognos SAP SQL JavaScript Requirements Engineering Schulung Strategie',\n", + " '[\"Negotiation\", \"Professionalism\", \"Supervision\", \"Management\", \"Listening Skills\", \"Operations\", \"Training And Development\", \"Time Management\"]',\n", + " '[\"Data Quality\", \"QuickView\", \"Business Intelligence Tools\", \"Ad Hoc Testing\", \"Computer Science\", \"Customer Relationship Management (CRM) Software\", \"Asynchronous Serial Communication\", \"Process Automation Systems\", \"Reactivity\", \"Process Improvements\", \"Performance Review\", \"Mobile App\", \"SAP Sybase SQL\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Secondary Education\", \"Dashboard\", \"Business Intelligence\", \"Mobility\", \"Process Control\", \"Business Requirements\", \"MFG/Pro (ERP)\", \"Cross-Functional Coordination\", \"Finance\", \"Business Process\", \"SAP Functional\", \"Specific Performance\", \"Requirements Engineering\", \"JavaScript (Programming Language)\", \"Continuous Improvement Process\", \"Implement Projects\", \"Adapter Scripting Language\", \"User Feedback\", \"Project Management\", \"Scripting\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"Diversity Management\", \"SQL (Programming Language)\", \"Technical Support\", \"International Business\", \"Conflict Resolution\", \"Change Management\"]',\n", + " \"['English', 'Polish', 'Luba-Katanga']\"],\n", + " ['27',\n", + " 'software engineer',\n", + " 'Zürich',\n", + " 'Banks & Building Societies',\n", + " '',\n", + " '[[-2.03804046e-01 3.90768409e-01 4.67769086e-01 -8.77881497e-02\\n4.87570196e-01 -7.82477483e-02 4.64432091e-02 2.35845342e-01\\n-3.25662307e-02 -4.09615815e-01 -2.12051362e-01 -1.85173452e-01\\n-3.37314159e-02 2.85892887e-03 8.85701180e-02 3.81983519e-01\\n4.20859516e-01 5.20653501e-02 -1.77889988e-01 2.62596428e-01\\n-2.63112150e-02 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-1.90212190e-01\\n-2.16400623e-01 -4.26365733e-01 -1.54515609e-01 -4.96382965e-03]]',\n", + " 'As a Software Engineer, being a member of the IT Engineering and Development team of Cembra, you will actively participate in all stages of the software development life-cycle mainly focusing on requirements’ engineering, software design and development activities for the Bank’s existing and new applications. You will be responsible for providing the design, development, configuration and maintenance for changes on existing systems and also for introducing new applications and interfaces with other systems. You will be developing highly complex applications with the goal of streamlining business operations and improving overall user and/or customer experience. The ideal candidate is a self-starter with a strong desire to increase efficiency and make an impact while creatively collaborate and execute team goals contributing to the Bank’s vision towards digital transformation. Key responsibilities Work with experienced engineers to design and develop new modules and/or applications Undertake the technical ownership of Cembra Money Bank’s Applications Integrate with the existing applications portfolio as well as third parties’ software Contribute towards the timely completion of development tasks for change initiatives and projects Liaise with production support and operations teams for Troubleshooting of production software and bug fixing (level 3 support) Maintain the highest code quality standards Willing to understand all aspects, functional/business and technical, of the applications on which you work on so that you can be greatly effective Continually learn and apply relevant software development practices, patterns, tools and technologies and actively contribute to the Bank’s technical selections/decisions Your profile Master or Bachelor in Computer Science (or equivalent degree) 5+ years’ of backend or distributed systems Java development knowledge (EE/Spring) Web technologies (SOAP, Rest), experience in Service-Oriented (SOA) and Microservice (MSA) architecture and strong understanding of software design patterns & object oriented principles Knowledge of messaging systems, Java applications servers (WAS, JBoss, Tomcat) and relational databases and also working experience with common networking, infrastructure, operating systems and security fundamentals A solid grasp on software engineering practices (e.g. thorough code reviews, unit tests, deep focus on quality, design documentation) Team player who quickly and easily adapts to changing situations, not afraid to take end-to-end ownership of tasks and responsibilities while displaying genuine commitment Working experience with FE development and javascript frameworks is considered a plus Good communication skills and an open style to provide transparency to management Fluent in English, German is a plus Contact Rahel Züllig HR Manager About Us Cembra Money Bank AG is a leading Swiss provider of consumer finance products and services. Its product range includes personal loans, auto leases and loans, credit cards and insurance sold with those products as well as invoice financing, deposit and savings products. Headquartered in Zurich-Altstetten, the Bank has operations across Switzerland via a network of 16 branches as well as alternative sales channels such as the Internet, credit card partners, independent agents and 4,000 car dealers. Cembra Money Bank AG is an independent Swiss bank and has been listed on the SIX Swiss Exchange since 2013. It has over 880 employees from 37 nations and 911,000 customers. On 1 July 2019 Cembra announced the acquisition of the consumer finance provider cashgate.',\n", + " '[\"Verbal Communication Skills\", \"Business Operations\", \"Collaboration\", \"Self Starter\", \"Management\", \"Operations\", \"Integration\", \"Creativity\", \"Troubleshooting (Problem Solving)\", \"Sales\"]',\n", + " '[\"Distributed File Systems\", \"Tooling\", \"Streamlining\", \"Software Development Life Cycle\", \"Unit Testing\", \"Computer Science\", \"Message Handling Systems\", \"Consumables\", \"Staging\", \"Credit Card Applications\", \"Activism\", \"Alternators\", \"Software Design Patterns\", \"Maintainability\", \"E (Programming Language)\", \"Application Servers\", \"Levelling\", \"Digital Transformation\", \"Common Language Infrastructure\", \"Adapters\", \"Executable\", \"Network Infrastructure\", \"Microservices\", \"Software Engineering\", \"Operating Systems\", \"Java Application Server\", \"Application Portfolio Management\", \"Finance\", \"Personalization\", \"Production Support\", \"Service-Oriented Modeling\", \"Code Review\", \"JavaScript Frameworks\", \"Software Design\", \"Quality By Design (QbD)\", \"Modulation\", \"Productivity Software\", \"Banking\", \"Software Development\", \"Relational Databases\", \"Loans\", \"Customer Experience\", \"Simple Object Access Protocol (SOAP)\", \"Transparency (Projection)\", \"NGBSS (SOA Integration Framework)\", \"Java (Programming Language)\", \"Custom Backend\", \"Apache Tomcat\"]',\n", + " \"['English', 'Welsh']\"],\n", + " ['145',\n", + " 'software engineer',\n", + " 'Argovia',\n", + " 'Biotech & Pharmaceuticals',\n", + " 'www.varian.com',\n", + " '[[-5.59465587e-02 2.22522646e-01 3.77960205e-01 -1.31588187e-02\\n4.35023904e-01 -1.82821512e-01 1.64762944e-01 4.61604297e-01\\n2.43590586e-02 -5.74613571e-01 -5.09466864e-02 -2.11634308e-01\\n-7.98937678e-02 9.53242034e-02 1.27703607e-01 4.41984028e-01\\n2.46139690e-01 1.13047056e-01 -2.12825373e-01 3.88564855e-01\\n7.04006776e-02 -1.52849972e-01 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-1.60639092e-01\\n-1.74787730e-01 -2.21881494e-01 -4.61162478e-02 -9.62579399e-02]]',\n", + " \"We're driving toward the ultimate victory: a world without the fear of cancer. As a Software Engineer you will be collaborating with a talented, experienced team, providing best-in-class solutions for complex problems. This position involves all software engineering activities from analysis and design through coding and testing of data integration components, as well as maintenance and support during the product life cycle. Specific Responsibilities Analyze, design develop, and maintain connectivity services and the DICOM Import/Export application Investigate escalated customer issues Desired Qualifications Master’s degree in Computer Science / Electrical Engineering or related field 5 years professional work experience in object-oriented programming and test-driven design Cybersecurity skills as a programmer Service API skills (e.g. RESTful) Self-motivated and able to work well in a team environment. Strong problem analysis and solving capability. C# skills welcome DICOM skills welcome SQL skills welcome Excellent communication and teamwork skills, fluency in English You are analytical, communicative and focused. You work structured and have an eye for details. In addition, you can express your ideas and research in written form. You are used to working independently, open to discussing ideas and solutions with your colleagues. You thrive in an international work environment and in cultivating your contacts with partners in Europe and overseas. You’re just one click away from the most impactful work you’ll ever do. Apply now and join our mission to help save lives. Someone, somewhere, will be glad you did. We look forward to receiving your application and CV. Job Code www.varian.com/ch/daettwil #LI-OSS1 We're unleashing the power of technology and human ingenuity to achieve new victories in the fight against cancer. Join us and have a global impact.\",\n", + " '[\"Complex Problem Solving\", \"Self-Motivation\", \"Research\", \"Professionalism\", \"Collaboration\", \"Investigation\", \"Communications\"]',\n", + " '[\"Test-Driven Development (TDD)\", \"Computer Science\", \"Analytics\", \"Pentaho Data Integration\", \"Life Cycle Assessment\", \"Activism\", \"Import/Export Logistics\", \"Component Object Model (COM)\", \"Maintainability\", \"E (Programming Language)\", \"Hostile Work Environment\", \"Software Engineering\", \"Library For WWW In Perl\", \"Electrical Engineering\", \"C# (Programming Language)\", \"Structural Work\", \"Receivables\", \"Humanism\", \"Cybersecurity Compliance\", \"Additives\", \"Cancer\", \"Eyes\", \"Application Programming Interface (API)\", \"SQL (Programming Language)\", \"Object-Oriented Programming (OOP)\", \"Cultivator\", \"Dicom\"]',\n", + " \"['English', 'Moldavian', 'Venda']\"],\n", + " ['75',\n", + " 'etl/data management engineer',\n", + " 'Zürich',\n", + " 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business stakeholders and data owners of respective systems - Liaise with production support and operations teams for the all ETL flows Your profile: - Experience with ETL tools such as Infomatica PowerCenter, or similar - Advanced knowledge of PL/SQL, and different database technologies is a plus - Experience with Application Lifecycle Management - Deep knowledge of data types, data architecture disciplines and MDM concepts - Knowledge of Data infrastructure and migration principles in theory and practice - Solid experience with data modeling and database design for operational as well as analytical systems - Experience with different integration patterns, batch, online, asynchronous, etc. - Basic knowledge of both Windows and Linux operating systems and shell scripting - Working proficiency in development toolsets, e.g. Eclipse or similar - Proficiency in one or more general purpose programming languages understanding of software skills such as -business analysis, development, maintenance and software improvement - Experience in Data Warehousing environment, experience in handling large volume of data is a plus - Ability to work and technically coordinate with 3rd party vendors (both onsite and offshore) - Work experience in financial or banking industry is a plus - Team player with good communication skills and an open style to provide transparency to management - ITIL 3.0 foundation certification - English and german spoken and written Benötigte Skills Englisch ITIL Banken / Finanzgesellschaften Datawarehouse Eclipse W2008 W2012 Linux Shell-Scripts PL/SQL ETL\",\n", + " '[\"Coordinating\", \"Verbal Communication Skills\", \"Operations\", \"Integration\"]',\n", + " '[\"PL/SQL\", \"Tooling\", \"KM Programming Language\", \"Shell Script\", \"Joint Application Design (JAD)\", \"Application Lifecycle Management\", \"Data Modeling\", \"Pentaho Data Integration\", \"Analytics\", \"Middleware\", \"Operating System Development\", \"Data Integration\", \"Industrialization\", \"Data Warehousing\", \"Offshoring\", \"ITIL Security Management\", \"Apex Data Loader\", \"Linux\", \"E (Programming Language)\", \"Eclipse (Software)\", \"Extract Transform Load (ETL)\", \"Database Design\", \"Academic Support Services\", \"Lifecycle Management\", \"Natural Language Understanding\", \"Production Support\", \"Business Analysis\", \"Clinical Data Management\", \"Data Infrastructure\", \"Transparency (Human-Computer Interaction)\", \"Process Safety Management\", \"Banking\", \"Custom Backend\", \"Acceptance and Commitment Therapy (ACT)\", \"Source Data\"]',\n", + " \"['English', 'Kalaallisut']\"],\n", + " ['145',\n", + " 'software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[ 4.90229800e-02 2.97917128e-01 4.39905524e-01 7.03050867e-02\\n5.21131754e-01 -2.16982588e-01 -3.99645828e-02 4.95162368e-01\\n-4.02844995e-02 -5.36455035e-01 9.40928385e-02 -1.14590101e-01\\n-1.49782866e-01 1.09880485e-01 4.10227664e-02 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-9.21188518e-02\\n1.63640395e-01 -3.08218509e-01 3.42501812e-02 -4.25913446e-02\\n-1.09584853e-01 -2.91119158e-01 9.99695882e-02 -2.12022245e-01]]',\n", + " 'Beekeeper is a fast growing SaaS company disrupting the way 2 billion people working “out in the field” communicate within their companies. Are you eager to shape the future of traditional industries like hospitality, retail, manufacturing or transportation using latest mobile technology? We are looking for the most talented and passionate individuals that love to work in demanding and international environments. We are a lean development team that moves fast. We push to production multiple times a day and continuously iterate on our products. This is an exciting time to join if you truly want to be involved in developing the core product at a tech driven company. As a Software Engineer you have the opportunity to work on all of our software stack and learn about state-of-the art web and mobile development. Technologies that you will work on are ElasticSearch, Realm.io, RabbitMQ, Backbone.js, Docker, Saltstack, Amazon Web Services, MySQL and interfacing them with different programming languages like Python, Java, Objective-C and Javascript. Your responsibilities Translate requirements, designs and wireframes into inspiring user experiencesBuild and maintain high-performance, reusable and reliable codeWork closely with other passionate software engineers to develop and ship new features What we look for BSc or MSc degree in Computer Science or related technical field or equivalent practical experienceExperience using RESTful APIs and handling JSON dataYou care about code quality and continuous refactoringProficiency in English as we speak mainly English at work Bonus Points You can show us programming projects that you work on in your free timeWe love an entrepreneurial mindsetWhat we offer youCompetitive salaryDynamic work environmentWeekly Bee-BreakfastFree Coffee, Fresh Fruits and a lot of Snacks Interested? We are looking for passionate, self-driven individuals. Thus we are interested in links/information to any projects you have done inside/outside your day job. Applications over videojobs.ch Job Type: Full-time',\n", + " '[\"Reliability\", \"Communications\", \"Hospitality\"]',\n", + " '[\"MySQL\", \"KM Programming Language\", \"Programming (Music)\", \"Computer Science\", \"High Performance Computing\", \"Backbone.js\", \"Beekeeping\", \"Industrialization\", \"Objective-C (Programming Language)\", \"Python (Programming Language)\", \"Maintainability\", \"Translations\", \"Iterators\", \"Lean Product Development\", \"Software Engineering\", \"Mobility\", \"RabbitMQ\", \"Docker (Software)\", \"Web Services\", \"Wireframing\", \"Mobile Application Development\", \"JavaScript (Programming Language)\", \"Core Product\", \"Amazon Web Services\", \"RESTful API\", \"Java (Programming Language)\", \"JSON\", \"Elasticsearch\"]',\n", + " \"['English', 'Corsican', 'Bashkir']\"],\n", + " ['75',\n", + " 'full-stack software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.67733118e-01 3.18774730e-01 3.84102076e-01 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Java/Spring/OOP/Maven and Java based Web Frameworks - Expertise with frontend technologies such as HTML, CSS and JavaScript Frameworks - Familiarity with Microservice architectures - Hands on experience designing and implementing RESTfull backend Services - Good knowledge of relational and NoSQL databases - Practice in Clean Code, TDD, Pair Programming, continuous integration and continuous delivery - Ability to understand the company's KPIs and the user needs and use them as innovation driver - Experience with agile methodologies and pronounced agile mindset - Plus: Knowledge of microservices on AWS - A degree in Computer Science or equivalent practical experience - Fluency in English and German Benötigte Skills Englisch NoSQL HTML5 CSS3 JavaScript JAVA Spring DevOps Test\",\n", + " '[\"Innovation\", \"Operations\"]',\n", + " '[\"Tooling\", \"Test-Driven Development (TDD)\", \"NoSQL\", \"Agility\", \"Continuous Delivery\", \"Cascading Style Sheets (CSS)\", \"Computer Science\", \"Web Frameworks\", \"Continuous Integration\", \"Software Quality Management\", \"HTML5\", \"HyperText Markup Language (HTML)\", \"Microservices\", \"Cross-Functional Coordination\", \"Apache Maven\", \"Agile Methodology\", \"JavaScript (Programming Language)\", \"JavaScript Frameworks\", \"Experience Design\", \"Java (Programming Language)\", \"Custom Backend\", \"Pair Programming\", \"Object-Oriented Programming (OOP)\", \"DevOps\"]',\n", + " \"['English', 'North Ndebele', 'Yiddish']\"],\n", + " ['75',\n", + " 'data engineer (m/w)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.51825631e-01 2.60474980e-01 4.06874985e-01 3.90913012e-03\\n4.12762940e-01 -1.23509467e-01 4.15141247e-02 1.99809834e-01\\n-5.73633872e-02 -3.32715869e-01 -8.14895481e-02 -2.22888529e-01\\n-1.08683847e-01 -8.90786946e-02 6.65177479e-02 4.58354712e-01\\n2.12481126e-01 1.29846826e-01 -1.25317678e-01 2.87066758e-01\\n1.07233323e-01 -2.88710091e-02 -3.41112688e-02 6.10245287e-01\\n4.81369436e-01 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Informationen Responsibilities: Define and build data management infrastructure of our development platform with special focus on efficient data pipelines for usage in production environments Study, evaluate and select appropriate infrastructure and tooling Define data management processes and best practices for the full data lifecycle Work with clients to model data landscapes, define data pipelines and curate data for usage in data-driven use cases and services Mentor and educate team members and customers Your profile: Minimum qualifications Master’s degree in Computer Science or equivalent subject Very strong analytical skills with a mindset to make things “as simple as possible, but not simpler” Profound experience with relational databases and very good command of SQL Experience with data pipelines and ETL Experience with BigData platforms (e.g. Spark, Hadoop) Experience with data preparation and data scraping for machine learning models and their deployment to production Programming experience (e.g. Python, R, Java, PL/SQL, etc.) Strong interest in banking and financial services industry Open, curious, team-oriented personality with persistency and tenacity High sense of ownership and quality Excellent communication skills, both towards customers and peers Ability to think ahead, work independently and set priorities Very strong command of English, good command of German (verbal and written) Willingness to travel (mostly within Switzerland, occasionally EU/UK) Benötigte Skills SQL ETL Python Python R JAVA PL/SQL PLSQL Englisch Reisetaetigkeit',\n", + " '[\"Verbal Communication Skills\", \"Analytical Skills\", \"Team Oriented\", \"Infrastructure\", \"Persistence\"]',\n", + " '[\"PL/SQL\", \"Python Server Pages\", \"Tooling\", \"Programming (Music)\", \"Data Scraping\", \"Computer Science\", \"Data Management\", \"Data Modeling\", \"Good Agricultural Practices\", \"Financial Services\", \"Landscaping\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Pipeline\", \"Management Process\", \"Extract Transform Load (ETL)\", \"Use Case Diagram\", \"Machine Learning Methods\", \"Personalization\", \"R (Programming Language)\", \"Data Curation\", \"Banking\", \"Relational Databases\", \"Service Industries\", \"Amazon Data Pipeline\", \"Java (Programming Language)\", \"SQL (Programming Language)\"]',\n", + " \"['English', 'Afar', 'Kannada', 'Uzbek', 'South Ndebele']\"],\n", + " ['146',\n", + " 'data entry analyst thai mother tongue',\n", + " 'Lugano',\n", + " '',\n", + " '',\n", + " '[[-1.72615752e-01 3.48393470e-01 5.63793361e-01 1.26038035e-02\\n6.82117403e-01 -7.52009079e-02 1.68952420e-01 2.92088926e-01\\n-6.50330335e-02 -4.27406356e-02 -1.66092783e-01 -2.15499252e-02\\n2.30985105e-01 1.18437968e-02 3.01652014e-01 2.60451704e-01\\n3.34278673e-01 8.86579677e-02 2.93720197e-02 9.42949951e-02\\n6.83787465e-02 -1.14063911e-01 3.01056832e-01 3.78035933e-01\\n4.85031426e-01 3.57200801e-02 -8.50020573e-02 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we're looking for a DATA ENTRY ANALYST Tasks: data entry use of Excel to manage tables, data and filters back office activities, database management, customer master data update Requirements: Commercial/ IT/ Legal/ Economic Degree Languages: English (level C1 / C2), and Thai (excellent / mother tongue) Excellent computer skills: Office package, excellent knowledge of Excel Motivation, spirit of initiative, responsibility 100% immediate availability English Thai Excel Data analyst Master data\",\n", + " '[\"Data Entry\", \"Consulting\"]',\n", + " '[\"Customer Acquisition Management\", \"Economics\", \"Banking\", \"Activism\", \"Configuration Management Databases\", \"Data.table\", \"Master Data Management\", \"Levelling\", \"Thai Language\", \"Commercialization\", \"Clinical Data Management\"]',\n", + " \"['English', 'Ganda', 'Panjabi']\"],\n", + " ['75',\n", + " 'data scientist (m/w)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-3.41230571e-01 3.20579290e-01 3.75774533e-01 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8.50374252e-02\\n-7.56504759e-03 2.46335596e-01 1.15903437e-01 2.67920941e-01\\n3.53387326e-01 -1.08669966e-01 -1.63407981e-01 -1.41656354e-01\\n-2.09220603e-01 -8.75437409e-02 1.10776484e-01 -7.38353282e-02\\n2.71980941e-01 -4.22552913e-01 -2.09828228e-01 -2.45986238e-01\\n-1.38953432e-01 -3.73937756e-01 4.29354645e-02 -8.54095817e-02]]',\n", + " 'Job Informationen Your tasks: You are the key contact person for the consolidation and analysis of needs of our scientists and will compile the information needed for strategic decisions of the board of directors. As a coordinator you will identify, propose and support solutions for relevant topics such as: - high performance data management documentation, exchange and curation systems - e-lab journals, repository systems, data management plans - identification, architecture and design of new technologies As contact person for data management you will lead a user group consisting of experts out of our research departments and you will organize and partly lead trainings and workshops or working groups and coordinate various activities with external partner. Your profile: You have a university degree (MSc degree) in computational science, or a related scientific discipline. You have already demonstrated experience in research and project management. You are interested to work closely together with our researchers on data science questions. You are a team player and your strengths include taking personal responsibility, high motivation for excellence, flair for elaborating out-of-the-box solutions. Strong interpersonal and communication skills are essential alongside the ability to collaborate with peers and scientific partners. Excellent communication skills in English and German are mandatory. The position is first limited to 2 years. Benötigte Skills Englisch Datawarehouse',\n", + " '[\"Coordinating\", \"Research\", \"Verbal Communication Skills\", \"Collaboration\"]',\n", + " '[\"MSC Software\", \"Compilers\", \"Computer Science\", \"Data Management\", \"Strategic Decision-Making\", \"Instructor-Led Training\", \"Journals\", \"Activism\", \"E (Programming Language)\", \"Data System\", \"Limiter\", \"Data Science\", \"Consolidation\", \"Data Management Plan\", \"Personalization\", \"High Performance Fortran (Concurrent Programming Language)\", \"Clinical Data Management\", \"Group Work\", \"Project Management\", \"Curation\", \"Document Management\"]',\n", + " \"['English', 'Ossetian', 'Galician', 'Macedonian']\"],\n", + " ['54',\n", + " 'scientific consultant/field application scientist',\n", + " 'Basel',\n", + " 'Biotech & Pharmaceuticals',\n", + " 'www.genedata.com',\n", + " '[[-2.32442379e-01 3.07738304e-01 3.99056196e-01 -2.70836577e-02\\n6.56583786e-01 -5.14619537e-02 -3.88629101e-02 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5.58998734e-02\\n5.54651618e-01 -9.09994915e-02 -2.47718334e-01 -3.59937906e-01\\n-7.79160559e-02 -1.13661915e-01 -1.37385368e-01 -6.98653907e-02\\n1.95851669e-01 -3.37328911e-01 -2.07518935e-01 -3.16191971e-01\\n-3.12869251e-02 -3.33085537e-01 6.97566569e-02 -5.68944365e-02]]',\n", + " 'The Position Genedata is seeking a Scientific Consultant / Field Application Scientist to fill an opening in our growing Genedata Profiler (Precision Medicine) team. Precision medicine requires scientists to characterize the genomic profile of patients to better understand patients’ response to new therapies, to efficiently stratify patients for clinical trials or to identify novel biomarkers for patient monitoring. Genedata Profiler, a highly innovative tool in the era of precision medicine, provides a comprehensive, enterprise solution for the processing, management, integration, and analysis of massive amounts of clinical, phenotype, and multi-omic data. The Scientific Consultant is a scientific and technical consultant for our customers. It is a highly dynamic job: you will wear many different hats, interact with many different people such as clinicians, bioinformaticians, and software developers, and use your scientific and technical knowledge to solve real-world scientific problems in precision medicine. This position is especially well-suited for you if you have a scientific/technical background, enjoy variety in your daily work, and want to expand your skill set (scientific, technical, and soft skills). This full-time position is based in Basel, Switzerland and requires regular travel within Europe. Key Responsibilities First and foremost, you will act as an expert in scientific and IT matters related to translational and clinical data analysis in general and the use of our Genedata Profiler software in particular. You will combine this expertise with excellent communication skills and project management know-how to (a) be a vital part of the sales team, (b) propose, plan, execute and manage projects, and (c) support our customers in getting the most out of Genedata Profiler. (a) You will work in tandem with our Business Development Managers in establishing and communicating the value of Genedata Profiler to prospects and customers. Tasks include qualifying customer needs, giving presentations and demos, and managing software evaluation projects. (b) In addition, you will act as scientific consultant for data science projects. For example, you will help our customers with exploratory clinical trial design, identify biomarkers for response or adverse events, conduct mechanistic interpretation of results from mode-of-action studies, and devise stratification strategies based on the results obtained. You will ensure results delivery at the level of excellence that our customers know us for. This involves proper project set up and planning to achieve the customer’s goals; specifying and coordinating and executing the implementation work; guaranteeing adherence to scope, budget and timelines; managing change in the project; controlling the quality of all deliverables; providing customer feedback to product management; and supporting the Profiler team to keep improving our processes. (c) You will establish relationships based on trust with our customers by being their first point of contact and a sparring partner on scientific and technical matters, including user trainings and product support. We want our customers to have excellent translational and clinical data analysis processes, and you will be responsible to help enable this. Further, you will channel the insights gathered through your customer interactions back to our Development and Product Management team, help them to define end-to-end user stories and workflows matching their requirements, thereby assuring that Profiler is developed to maximize value for our customers. In addition to the core responsibilities listed above, we want you to help all of us in the Profiler team to improve, and we count on your knowledge, creativity, and technical skills to further advance our science, marketing, development, and product management. Your Profile Essential Skills and Experience: Excellent communication skills: you will be exposed to a range of different people, so you should feel comfortable interacting with customers at all levels (managers, scientists, and IT experts) and be prepared to constantly communicate internally. Solid scientific background (PhD level preferred) in statistical genetics, bioinformatics, biostatistics, computational biology, machine learning, data science or related field. 3+ years of working experience in translational / clinical research would be a definitive advantage, in particular experience with exploratory clinical trial data, biomarker research, patient stratification & companion diagnostics approaches, ideally at a contract research organization, in a clinic or a pharmaceutical company. If you do not have experience in any of these companies, we look forward to receiving your application if you possess the skills listed below, are a fast learner and wish to quickly delve into the scientific and technical challenges of cutting-edge technologies in the context of Pharmaceutical R&D. Additional Preferred Skills and Experience: Scientific experience and technical skills: Expertise in human genetics or molecular epidemiology, with a strong grasp of genomic approaches, technologies, and analytics to inform clinical trial design and enrichment, e.g. GWAS/RVAS/PheWAS. Profound understanding of biostatistics is essential; experience with methods of causal interference would be desirable. Solid background in oncology and/or immunology would be a plus. Expert knowledge of statistical programming in R is required, as well as working experience with SAS and scripting languages (Python or similar). Project management experience: delivering on time; planning resources and milestones; coordinating teams within and across organizations. Excellent presentation skills. Industry knowledge: You will work with a range of omics technologies and application areas (please see our website for currently supported technologies), so deeper knowledge within a few or broader knowledge across several of them would be desirable. Our customers are mainly pharmaceutical research organizations, thus your experience with pharmaceutical research and the drug discovery process would be valuable to us. The Company Genedata is an exceptional company. With over two decades of success in research informatics due to closely-knit teams of scientists, developers and business experts, Genedata has achieved steady and continuous growth since inception. As a private and majority employee-owned organization, we empower each employee to be a contributing voice in the company operations and evolution. Our collective expertise in research informatics, combined with our open and scalable computational solutions, makes us the leading software provider in R&D informatics for biotech, pharmaceuticals, and related life sciences. We are headquartered in Basel, Switzerland and have subsidiaries in Germany, US, UK, Japan and Singapore. About Genedata Profiler Developed in collaboration with leading pharmaceutical companies, Genedata Profiler provides a comprehensive, scalable and interoperable computational platform that addresses the major challenges associated with omics-based precision medicine. The innovative software platform combines high-performance raw omics data processing pipelines, sophisticated data analyses and unparalleled data visualizations with an advanced distributed data management infrastructure. Genedata Profiler accelerates the genomic profiling of patients, at scale and according to the highest data privacy and regulatory standards. Are you interested? If you are interested in this position, please submit your CV and motivation letter. Genedata only accepts CVs and resumes directly from candidates. Personnel recruitment agencies need not respond. Genedata is an Equal Opportunity Employer.',\n", + " '[\"Verbal Communication Skills\", \"Research\", \"Coordinating\", \"Collaboration\", \"Planning\", \"Management\", \"Communications\", \"Timelines\", \"Operations\", \"Presentations\", \"Innovation\", \"Creativity\", \"Positivity\", \"Sales\", \"Consulting\"]',\n", + " '[\"Milestones (Project Management)\", \"Genomics\", \"Collections\", \"SAS (Software)\", \"High Performance Computing\", \"Genetics\", \"Python (Programming Language)\", \"Computational Biology\", \"Know Your Customer\", \"Pipelining\", \"Data Visualization\", \"Evaluation Projects\", \"Budgeting\", \"Patient Monitoring\", \"Clinical Research\", \"Project Management\", \"International Communications\", \"Amazon Data Pipeline\", \"Business Development\", \"Technical Consulting\", \"Epidemiology\", \"Product Management\", \"Interactivity\", \"Statistics\", \"Machine Learning\", \"Plan Execution\", \"Industrialization\", \"Levelling\", \"Open Management 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of directors. As a coordinator you will identify, propose and support solutions for relevant topics such as: - high performance data management documentation, exchange and curation systems - e-lab journals, repository systems, data management plans - identification, architecture and design of new technologies As contact person for data management you will lead a user group consisting of experts out of our research departments and you will organize and partly lead trainings and workshops or working groups and coordinate various activities with external partner. Your profile: You have a university degree (MSc degree) in computational science, or a related scientific discipline. You have already demonstrated experience in research and project management. You are interested to work closely together with our researchers on data science questions. You are a team player and your strengths include taking personal responsibility, high motivation for excellence, flair for elaborating out-of-the-box solutions. Strong interpersonal and communication skills are essential alongside the ability to collaborate with peers and scientific partners. Excellent communication skills in English and German are mandatory. The position is first limited to 2 years. Benötigte Skills Englisch Datawarehouse',\n", + " '[\"Coordinating\", \"Research\", \"Verbal Communication Skills\", \"Collaboration\"]',\n", + " '[\"MSC Software\", \"Compilers\", \"Computer Science\", \"Data Management\", \"Strategic Decision-Making\", \"Instructor-Led Training\", \"Journals\", \"Activism\", \"E (Programming Language)\", \"Data System\", \"Limiter\", \"Data Science\", \"Consolidation\", \"Data Management Plan\", \"Personalization\", \"High Performance Fortran (Concurrent Programming Language)\", \"Clinical Data Management\", \"Group Work\", \"Project Management\", \"Curation\", \"Document Management\"]',\n", + " \"['English', 'Turkmen']\"],\n", + " ['75',\n", + " 'data analyst/-scientist',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.41309604e-01 2.42345914e-01 4.95187610e-01 1.05289342e-02\\n5.81725121e-01 -1.90028071e-01 6.13713488e-02 2.04275876e-01\\n-6.64053932e-02 -2.53704458e-01 -5.51296724e-03 -1.78655699e-01\\n-1.79121241e-01 9.13927183e-02 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-2.65042752e-01 1.50806561e-01 3.28221284e-02\\n1.16261475e-01 -3.62598211e-01 -9.01129395e-02 -2.11822748e-01\\n-2.40717739e-01 -3.39362264e-01 -2.65211402e-03 2.04435457e-02]]',\n", + " 'Job Informationen Your tasks: Migrate our research-database setup to a scalable, containerized environment Bring our job workflow management to the next level (Apache Airflow based) Assure research data quality with Continuous Integration (CI) tools and automated test scripts Improve and maintain MongoDB ingestion scripts Improve our PySpark-based big data ETL pipelines and update our Parquet data lake Monitor compliance and extract properties of our clinical studies (incl. automated reporting) for our Clinical team Verify the AI algorithms of our Data Science team using production data, automate output documentation meeting regulatory requirements Your profile: Master’s degree in Computer Science or equivalent Strong knowledge in Python is a must; knowledge of Git, PySpark, Scala, OOAD and CI is a plus 2+ years of relevant working experience with cloud based, virtual computer environments Experience with ETL pipelines for large data sets Experience with Spark, MySQL and/or MongoDB Knowledge of machine learning algorithms and tools is a plus Ability to work independently with a high sense of responsibility Fluency in English Swiss or EU/EFTA work permit Benötigte Skills Python Python MySQL Englisch Scala ETL',\n", + " '[\"Research\"]',\n", + " '[\"Automation\", \"MySQL\", \"Data Quality\", \"Python Server Pages\", \"Tooling\", \"Computer Science\", \"Apache Parquet\", \"Continuous Integration\", \"Apache Airflow\", \"Clinical Study Design\", \"Scala (Programming Language)\", \"Pyspark\", \"Python (Programming Language)\", \"Research Quality Framework\", \"Maintainability\", \"MongoDB\", \"Levelling\", \"Test Automation\", \"Containerization\", \"Extract Transform Load (ETL)\", \"Pipelining\", \"Minimum Data Set\", \"Machine Learning Methods\", \"Data Science\", \"Virtual Computing\", \"Machine Learning Algorithms\", \"Scalability\", \"Big Data\", \"Data Lakes\", \"Test Script\", \"Workflow Management\", \"Scripting\", \"Algorithms\", \"Git Flow\", \"Virtual Private Cloud\", \"Regulatory Requirements\"]',\n", + " \"['English', 'Dhivehi']\"],\n", + " ['32',\n", + " 'data analytics consultant',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.89278537e-01 1.65819764e-01 4.24691349e-01 -5.29332235e-02\\n3.75030786e-01 -9.19754878e-02 -3.71104851e-02 4.14441019e-01\\n9.32690338e-04 -4.99805421e-01 -4.68457378e-02 -2.56482452e-01\\n-5.94532192e-02 5.95912822e-02 -2.91287694e-02 4.32043016e-01\\n3.47095162e-01 1.77651465e-01 -2.36157998e-01 2.26133212e-01\\n1.53578147e-01 -7.96462297e-02 4.61951643e-02 7.57712185e-01\\n4.13486153e-01 -1.17374100e-02 -8.86808261e-02 1.66973114e-01\\n-1.94778979e-01 -2.41087630e-01 3.82936597e-01 1.73872299e-02\\n-1.53026670e-01 -2.46861115e-01 7.02838674e-02 6.57373443e-02\\n-1.44008353e-01 4.84846383e-02 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You will work with the project team to provide our clients the high quality and reliability we are known for. Your tasks will include: Requirements' analytics and solution design. Data modelling; architecture design; data extraction and transformation. Data visualization and reporting. Implementation of machine learning models. Presenting your results to middle and top management What you bring: Domain knowledge in at least one industry Down-to-earth and pragmatic results-oriented attitude while advising your clients. Experience in working with large data sets and databases. Knowledge in relevant technologies and programming languages (e.g. SQL, Python, Hadoop, Spark, Tableau, Microsoft BI). Excellent communication skills in German and English. To be successful in this role you will need to: Strive to understand your clients' needs. Deliver outstanding results with high business value in a comprehensible form. Have the intellectual agility required to get the job done in an easy-to-do-business-with way. Value clever and creative team play. Are you interested to join a great team with proven track record and to work in projects that will constantly challenge you? We are happy to receive your application: Direct Phone: +41 44 435 10 10 e-Mail: hanspeter.graenicher@d-one.ai D ONE Solutions AG Hans Peter Gränicher Sihlfeldstrasse 58 8003 Zürich\",\n", + " '[\"Verbal Communication Skills\", \"Planning\", \"Reliability\", \"Presentations\", \"Creativity\"]',\n", + " '[\"Tableau (Business Intelligence Software)\", \"Advising\", \"KM Programming Language\", \"Agility\", \"Analytics\", \"Data Modeling\", \"Industrialization\", \"Python (Programming Language)\", \"Data Extraction\", \"Track (Rail Transport)\", \"Architectural Design\", \"E (Programming Language)\", \"Data Transformation\", \"Data Visualization\", \"Machine Learning Methods\", \"Minimum Data Set\", \"Receivables\", \"Solution Design\", \"SQL (Programming Language)\"]',\n", + " \"['English']\"],\n", + " ['84',\n", + " 'software engineer - .net developer w/m',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-3.01657408e-01 2.30316505e-01 5.26042521e-01 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1.32000387e-01\\n-1.61910027e-01 3.24789643e-01 4.35116850e-02 1.38164937e-01\\n1.37695134e-01 4.01956551e-02 -2.39966556e-01 -2.63764739e-01\\n-3.34358811e-01 -2.49595091e-01 1.14812411e-01 -1.49073293e-02\\n2.13729322e-01 -3.78666103e-01 -4.26807813e-02 -1.60440341e-01\\n-1.12145901e-01 -2.99565375e-01 6.32503927e-02 -1.10410452e-01]]',\n", + " 'Über unseren Kunden With already 25 000 consultants around the world and revenues of CHF. 2 Bn., our client is already the global leader in innovation and high-tech engineering consulting. In Switzerland, our client employs more than 200 consultants and aims towards large growth. We operate particularly in Life Sciences (Pharma, Biotech, and Medical Devices), Industry (Watches, MEMs), Aerospace, Automotive, Energy, Railways, Finance and Telecoms sectors. Our client deploys activities throughout Switzerland with premises in Zürich, Basel, Lausanne and Geneva. Ihr Aufgabenbereich Detailed requirements analysis, designing, and developing code. Architecture discussion. Coding, testing, debugging, and documenting programs. Revising and updating programs. Integration and deployment scripts. Participating in production support including investigation and fixing bugs. Ihr Profil Education level: Master or Engineering Degree in Software Engineering (EPFL, ETH, HES or equivalent). Requirements: Minimum 7 years of experience in .NET development. Minimum of 4 years of relevant experience with WPF. Proven experience in UI web technologies: HTML, CSS, Javascript. Professional use of programming languages: .NET / C#, ASP.NET, Web Services (WCF), MVC patterns and Web API. Experience with traditional RDBMS databases, such as SQL Server, Oracle SQL, NoSQL. Extensive experience with a common application server (JBoss, IBM Websphere or BEA Weblogic). Microsoft Prism/ MVVM and unity/ IOC grandly appreciated. Experience with Big Data (Hadoop, Teradata) is a plus. Any experience in mobile development (Android, iOS, Xamarin) is a plus. Ability to work with Agile Methodology (Scrum, XP, TFS etc…) Key qualities: You know how to take initiative You like to work in a multidisciplinary team You value knowledge-sharing You must have strong verbal and writing communication capabilities. Ihre Chance Our client offers an exciting tailored career path for your professional and personal development within an international company. You will be accompanied from the beginning with specific coaching and mentoring programs and intensive training on innovation and management in a fast-moving and results driven environment. Interested? Please do not hesitate to find out more about this unique opportunity and send your complete application file to jobs@oneagency.ch. Ort: Zürich Spezialisierung:Sprachen: Job ID: 384',\n", + " '[\"Professionalism\", \"Investigation\", \"Management\", \"Operations\", \"Integration\", \"Innovation\", \"Written Communication\", \"Consulting\"]',\n", + " '[\"Code Testing\", \"NoSQL\", \"ASP.NET\", \"KM Programming Language\", \"Micro Electro-Mechanical Systems (MEMS)\", \"Cascading Style Sheets (CSS)\", \"Life Sciences\", \"Industrialization\", \"IBM WebSphere MQ\", \"Xamarin.ios\", \"Activism\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"High Tech Manufacturing\", \"Scrum (Software Development)\", \"Application Servers\", \"Levelling\", \"HyperText Markup Language (HTML)\", \"Software Engineering\", \"Web Services\", \"Medical Devices\", \"Agile Methodology\", \"Finance\", \"Mobile Application Development\", \"Wcf 4\", \"C# (Programming Language)\", \"Pathing\", \"JavaScript (Programming Language)\", \"Production Support\", \"Revisions\", \"Big Data\", \"Android Software Development\", \"SQL Server Reporting Services\", \"Requirements Analysis\", \"Scripting\", \"Prism\", \"Personality Development\", \"Web UI\", \"Application Programming Interface (API)\", \"Debugging\"]',\n", + " \"['English']\"],\n", + " ['125',\n", + " 'digital humanities analyst in the data analytics center 80 - 100%',\n", + " 'Basel',\n", + " 'Colleges & Universities',\n", + " '',\n", + " '[[-3.97839725e-01 2.03282148e-01 4.57758784e-01 2.31721736e-02\\n4.41922903e-01 -9.44348425e-02 -1.66357920e-01 4.15524244e-01\\n-9.94899422e-02 -3.47704291e-01 -1.57185301e-01 -3.31334502e-01\\n-3.76208350e-02 1.60476625e-01 1.13304973e-01 4.86900628e-01\\n3.78952086e-01 -6.94307834e-02 -1.48550749e-01 1.87048733e-01\\n1.51681542e-01 3.16349603e-03 -1.36451721e-02 7.51234889e-01\\n4.72653866e-01 3.20746601e-02 -4.69502099e-02 1.69557393e-01\\n-1.78675085e-01 -1.91202790e-01 5.62506318e-01 8.57219845e-02\\n-1.42072380e-01 -3.00412118e-01 9.24827978e-02 3.44371021e-01\\n-2.00636104e-01 -2.70967126e-01 2.29864903e-02 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It counts over 12'000 students and 4'300 researchers in 7 faculties active in domains from humanities and social sciences to natural sciences. The University of Basel is promoting the growing area of Data Science by establishing a university-wide Data Analytics Center (DAC). The goal of the DAC is the advancement of research and the development of transdisciplinary synergies at the University of Basel and its partners. The service and support activities of the DAC will be provided by the Center for Scientific Computing (sciCORE) and the Digital Humanities Lab (DHLab) in collaboration with the Department of Mathematics and Computer Science (DMI). We invite applications for a data analysis support specialist (80-100%) to support quantitative research in humanities and social sciences. Your position The successful candidate will provide consulting and execute data analysis in research projects in various domains of humanities and social sciences. The primary mandate is to support research groups in need of data analysis by applying appropriate statistical, computational, and visualization methods, helping with semantic mappings, and making fundamental methodological advances. The position will involve hands-on data analysis and contributions to teaching (postgraduate courses). This position will be hosted at the DHLab. Your profile Our ideal candidate has a strong and diversified experience (postdoctoral level) in data analysis, in particular with applications involving analysis of large and complex data sets, using machine learning, deep learning, and other advanced statistics. Experience with various database concepts (eg SQL, NoSQL, SPARQL, GraphDB), semantic technologies, and knowledge of R and Python are required. Previous work with text, music, visual, survey, and other data, and familiarity with image analysis tools (eg ImageJ, Fiji) and at least one state of the art deep learning framework will be an asset. Given the important service aspect of the position, we expect our candidate to be flexible, proactive, capable of following several projects in parallel and to have a curiosity for humanities and social sciences in general. We offer you At the DHLab, you will be part of a highly efficient and motivated team of diverse data analysts, data infrastructure managers, and scholarly IT specialists. As a member of the DAC you will also join forces with support scientists at sciCORE and DMI. External collaborations and co-authorship in publications can be expected. We support our team members in their own training, networking and career development. You will have the opportunity to contribute in shaping the organization and development of this data analysis platform. The initial contract is for 2 years, with the possibility of renewal into a permanent contract. The University of Basel is an equal opportunity and family friendly employer committed to excellence through diversity. Application / Contact We look forward to receiving your complete application via the university's online application portal (see button below). Applications should include a curriculum vitae, list of publications indicating the five most significant papers, a link to your code repository or portfolio of data analysis projects, and names of three potential referees. Applications by email cannot be considered. For further information, please contact Prof. Gerhard Lauer gerhard.lauer@unibas.ch. The position will remain open until filled.\",\n", + " '[\"Research\", \"Collaboration\", \"Proactivity\", \"Friendliness\", \"Team Motivation\", \"Teaching\", \"Curiosity\", \"Positivity\", \"Consulting\"]',\n", + " '[\"NoSQL\", \"Tooling\", \"Surveys\", \"GraphDB\", \"Social Sciences\", \"Computer Science\", \"Analytics\", \"Statistics\", \"Machine Learning\", \"Visualization\", \"Natural Sciences\", \"Activism\", \"Python (Programming Language)\", \"SPARQL Protocol And RDF Query Language (SPARQL)\", \"Levelling\", \"Image Analysis\", \"Computational Statistics\", \"Executable\", \"Hosting\", \"Quantitative Research\", \"Data Science\", \"Spatial Data Infrastructures\", \"Scientific Computing\", \"Equalization\", \"R (Programming Language)\", \"Deep Learning\", \"Survey Data Analysis\", \"Semantic Technology\", \"Receivables\", \"Humanism\", \"Data Infrastructure\", \"Digital Humanities\", \"Semantics\", \"Logistics Support Activity\", \"Career Development\", \"Centering\", \"Mapping\", \"ImageJ\", \"SQL (Programming Language)\", \"Data Analysis\"]',\n", + " \"['English', 'Corsican']\"],\n", + " ['42',\n", + " 'data science course developer and instructor',\n", + " 'Lausanne',\n", + " 'Colleges & Universities',\n", + " '',\n", + " '[[-2.31003404e-01 2.87446916e-01 4.94195759e-01 6.79244250e-02\\n5.64721525e-01 -1.02165639e-01 4.63781841e-02 4.17711139e-01\\n-7.86895026e-03 -1.81509703e-01 -1.69008210e-01 -1.56376541e-01\\n3.87024619e-02 9.05360281e-02 1.98915392e-01 4.50523078e-01\\n2.97633052e-01 -7.17932507e-02 -1.61911964e-01 3.28495532e-01\\n-1.14688650e-03 -7.13254437e-02 -6.84413910e-02 6.87404990e-01\\n4.78520870e-01 2.86109541e-02 -3.75124589e-02 1.10322885e-01\\n-1.47137582e-01 -2.81869173e-01 3.99212688e-01 3.04904729e-02\\n-1.61513850e-01 -2.38729075e-01 9.89310518e-02 2.52619147e-01\\n-2.68172622e-01 -4.40887362e-02 -6.21260703e-02 1.07455179e-01\\n-4.28696990e-01 -9.98428613e-02 -8.82593393e-02 -2.95048654e-02\\n-3.36095423e-01 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Here’s what you’ll get to do in this role: Develop data science and advanced analytics activities, including applications of mathematical modeling, statistical analysis and machine learning techniques (through exercises, public posts, capstone project guidance); Guide learners in acquiring hands-on data science experience using Python (NumPy, Pandas, Scipy, Scikit-Learn, Matplotlib, Seaborn); Apply technical expertise and leadership skills to design, develop, manage and grade learner projects using real-world large datasets and relational databases; Design and lead workshops and hackathons, and participate in conferences to promote the EPFL Extension School, data science and digital skills to a wide audience; Collaborate with partners from academia and the private sector to identify opportunities for development of new courses and workshops as well as learner course projects and capstone projects; Manage additional course development and other activities to support the growth of the EPFL Extension School The audience for the EPFL Extension School courses extends to a large, general public and the knowledge level of the learners will range from novice (no prior experience with Python and/or in data science) to intermediate (strong familiarity, possibly but not necessarily university or post-graduate level knowledge) to advanced (practitioners in the field, seeking to learn specific skills). The course developer should be able to adapt his/her approach and output accordingly. We expect a solid, demonstrable and practical background in all domains of data science relevant to beginner- and intermediate-level learners. In particular, we expect you to be have extensive hands-on experience with the most common tools, methods, and applications of all stages of the data science pipeline (i.e. data mining, data cleaning, data analysis, data visualisation), using Python. You will have advanced knowledge of Python and all relevant data science libraries. You will also have a proven ability to explain basic and difficult concepts in data/data science clearly and effectively to a wide audience. The ideal candidate also has experience with a variety of methods / models / tools relevant to data analytics, statistics and/or machine learning. Additional required qualifications: Background in computer science, data science, statistics, the physical sciences or other quantitative field (academic or equivalent professional experience); Previous experience with data science projects; Previous teaching/TA experience; Excellent communications and relationship management / « people » skills; Excellent written verbal presentation skills and the ability to communicate both to business and technical audiences, with a wide variety of skills / skill levels; Strong organisational skills; Good team player; Self-starter, capable of autonomous time management and work; Ability to rapidly and independently acquire new skills Fluent English, both written and spoken; Comfortable with developer tools: git, the command line, code editors, etc.; Previous experience in time series analysis, natural language processing, or advanced statistics a plus; Start-up experience a plus.',\n", + " '[\"Leadership\", \"Adaptability\", \"Professionalism\", \"Collaboration\", \"Self Starter\", \"Management\", \"Communications\", \"Presentations\", \"Teaching\", \"Time Management\", \"Relationship Management\"]',\n", + " '[\"Matplotlib\", \"Tooling\", \"Qualitative Data Analysis\", \"Natural Language Processing\", \"Computer Science\", \"Analytics\", \"Statistics\", \"Machine Learning\", \"Physical Science\", \"Scikit-learn (Machine Learning Library)\", \"Staging\", \"Activism\", \"NumPy\", \"Apex Data Loader\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Levelling\", \"Course Development\", \"Library\", \"Apple Developer Tools\", \"Dataset\", \"Line Coding (Telecommunication)\", \"Pipelining\", \"Alexa Skills Kit\", \"Code Editor\", \"Data Science\", \"Time Series\", \"Cleaned Data\", \"Management Development\", \"Relational Databases\", \"Mathematical Modeling\", \"Additives\", \"Command-Line Interface\", \"Git Flow\", \"SciPy\", \"Digital Skills\", \"Pandas (Python Package)\", \"Seaborn\"]',\n", + " \"['English', 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We match with people who… • are open to new ideas and feel comfortable in our dynamic environment, • have great analytic skills and think solution-oriented, • can work independently, • are equipped with good social skills, and integrate well into a multicultural and professional team. Your bag of tricks contains… • good capability of understanding complex legacy systems, • good knowledge of the .NET platform, including C#, WPF and WCF, • understanding of relational databases, • experience in Version Control Systems and Application Lifecycle Management, • very good English skills, German skills are a must. Benötigte Skills Englisch .NET C# Konzeptionell / Analytisch Usability Softwarearchitektur',\n", + " '[\"Analytical Skills\", \"Professionalism\", \"Social Skills\", \"Integration\"]',\n", + " '[\"Control Systems\", \"Usability\", \"Relational Databases\", \"Version Control\", \"Electrical Engineering\", \"C# (Programming Language)\", \"Product Management\", \"Software Architecture\", \"Wcf 4\", \"Application Lifecycle Management\", \"Lifecycle Management\", \"Mechanicals\"]',\n", + " \"['English', 'Slovak', 'Navaho', 'Navaho']\"],\n", + " ['51',\n", + " 'data scientist',\n", + " 'Lausanne',\n", + " 'Publishing',\n", + " 'www.frontiersin.org',\n", + " '[[-3.23620260e-01 1.65432483e-01 5.47806978e-01 -9.65909287e-03\\n5.04691005e-01 -1.45443231e-01 -1.68182068e-02 3.73564124e-01\\n-1.41375095e-01 -2.55717307e-01 -1.63371891e-01 -3.02160978e-01\\n-3.07451673e-02 1.00709498e-01 7.07954466e-02 3.89789879e-01\\n2.98010319e-01 7.77123943e-02 -1.99934587e-01 3.57004225e-01\\n2.15718716e-01 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-3.51709485e-01 3.80060077e-03 7.93921202e-03]]',\n", + " \"Frontiers is a fast-growing open-access academic publisher with headquarters in Lausanne Switzerland, employing over 500 people. In the last 3 years, Frontiers has massively invested in data acquisition and modeling, leading to the deployment of sophisticated data products to further accelerate its business. We are looking for a Data Scientist to join our data science team in Lausanne. Your main focus will be developing state-of-the-art machine learning algorithms for a variety of applications (e.g. computer vision, NLP, recommendations systems) to improve our editorial workflow. You will contribute to the “full-stack” of data science, from experimentation to deployment in production. You will work together with product owners, machine-learning engineers and data engineers in order to build machine learning products that can advance Frontiers’ business. We are a diverse team of people from over 30 different countries with offices in Lausanne, Madrid, London, Seattle and Beijing. We are smart, hungry, and fast moving; operating in small teams, with freedom for independent work and fast decision making. Responsibilities Development, optimization and evaluation of machine learning models and pipelines Technological review of data science solutions and communication to management Proactive identification of opportunities for potential products within Frontiers Requirements Degree in Computer Science, Statistics or similar Demonstrable experience in data modeling and machine learning prototype development Proficiency in Python, including its scientific/statistical/NLP/Computer vision packages (e.g. NumPy, SciPy, scikit-learn, spaCy, OpenCV) Experience with SQL Experience with deep learning frameworks (e.g. PyTorch, Keras, Tensorflow) Willingness to share and adopt best work practices on a common codebase Fluency in English and strong communication skills Familiarity with big data platforms (e.g. Spark, Azure Databricks) is a plus Familiarity with deployment tools (e.g. Docker, Flask) is a plus Expertise in the field of scientometrics is a plus Benefits: 25 days' vacation per year and Christmas office closure; Participation into the company's annual bonus scheme; Professional development opportunities; Plenty of social & fun benefits: Christmas party, summer barbecue, monthly happy hour; Fruits & snacks in the kitchen as well as much tea & coffee as you like; In-house well being activities including free weekly yoga; A huge variety of self-organized activities from ski trips and football to French club. How to apply Please submit your application in English. Applicants must be Swiss or EU citizen, or have a valid Swiss work permit.\",\n", + " '[\"Verbal Communication Skills\", \"Proactivity\", \"Management\", \"Communications\", \"Operations\", \"Decision Making\", \"Socialization\"]',\n", + " '[\"Codebase\", \"Computer Science\", \"Data Modeling\", \"Statistics\", \"OpenCV\", \"Machine Learning\", \"Open Access\", \"Scikit-learn (Machine Learning Library)\", \"Recommender Systems\", \"Data Engineering\", \"Prototype (Manufacturing)\", \"NumPy\", \"Scheme (Programming Language)\", \"Activism\", \"Computer Vision\", \"Python (Programming Language)\", \"Yoga\", \"E (Programming Language)\", \"Experimentation\", \"Flask (Web Framework)\", \"Keras (Neural Network Library)\", \"Pipelining\", \"Investments\", \"Machine Learning Methods\", \"Professional Development Programs\", \"Data Science\", \"SpaCy (NLP Software)\", \"Docker (Software)\", \"Machine Learning Algorithms\", \"TensorFlow\", \"Deep Learning\", \"Big Data\", \"Data Acquisition\", \"Azure Databricks\", \"E-Tools\", \"Data Management Platforms\", \"SciPy\", \"PyTorch (Machine Learning Library)\", \"Workflows\", \"SQL (Programming Language)\", \"Adoptions\"]',\n", + " \"['English', 'Turkish']\"],\n", + " ['93',\n", + " 'software engineer, server',\n", + " 'Stans',\n", + " 'Sports & Recreation',\n", + " '',\n", + " '[[ 4.19657119e-03 1.90651610e-01 3.78497064e-01 5.13158813e-02\\n4.57627356e-01 -2.19482675e-01 -3.98585089e-02 4.77968633e-01\\n-2.99623199e-02 -4.52263176e-01 8.47569704e-02 -2.59213239e-01\\n-1.15135968e-01 1.52834788e-01 -5.14461249e-02 3.22667956e-01\\n3.90877604e-01 1.49154276e-01 -2.07938105e-01 3.72331500e-01\\n-3.29465419e-02 -9.28253382e-02 5.74480444e-02 7.30684876e-01\\n3.47323149e-01 -1.34473488e-01 -7.27730542e-02 -8.53895694e-02\\n-1.24431491e-01 -2.20459715e-01 4.13540304e-01 1.05182678e-01\\n-1.76627100e-01 -4.72423166e-01 1.83959417e-02 5.09582460e-05\\n-8.21183473e-02 7.09558427e-02 -5.75212613e-02 5.24192080e-02\\n-5.09241581e-01 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We have a simple yet ambitious mission: to help people easily discover, enjoy, and share all of their media across all of their devices. We’ve made great progress towards this mission, and we have millions of happy customers, but we still have a long way to go! What sets us apart: We support every major platform, including desktops, mobile devices, smart TVs, streaming devices, and gaming consoles, providing you the opportunity to build and contribute to the technologies you’re most interested in, as well as move across projects to learn new skills. We are a distributed organization, with people making great things happen in more than 15 countries and 11 time zones. While we are passionate about our work and all work hard, we provide flexibility around a schedule that works for you. We love what we’re building and our user community is an integral part of our development process. We actively engage with customers through forums to understand what is working, what they want more of, and how we can be better. We ship cool stuff! Sound interesting? We’re looking for software engineers who are ready to push their limits and have a material impact in Plex’s growth and success. Who You Are: You’re kind, helpful, smart, get stuff done, have great energy, and thrive in a startup environment. You’re self motivated and able to work well in a distributed office. You’re a software engineer with experience working in groups, but with the ability to work independently. You believe in asking for help and helping others when they ask, never throwing a problem over the wall. You thrive in a fast paced environment, with an ability to be nimble and shift priorities as called for in a dynamic space. You are hungry to have an impact, continuously working to improve our product, process and push the team to be it’s best. You are an experienced C/C++ programmer and thrive inside of large codebases. You can both understand and improve complex systems, but know when making targeted fixes is the right approach. You have documented experience of shipping products and features into the hands of many demanding users. You have been the primary developer responsible for taking features from inception through to delivery, and do not shy away from the responsibility of heading up a feature team. You understand the complexities involved in shipping cross-platform applications, and have solid experience in working with platform-specific APIs. Ideally, you would have a working knowledge of Win32 APIs. You have some experience with client/server architectures. You might know a thing or two about networking, or databases, or security, or media formats. You write simple clean code. The debugger is one of your favorite tools. Plex is committed to building an inclusive and diverse workforce. Plex is an equal opportunity employer. We do not discriminate based on race, ethnicity, color, ancestry, national origin, religion, sex, sexual orientation, gender identity, age, disability, veteran, genetic information, marital status or any other legally protected status.',\n", + " '[\"Self-Motivation\", \"Mobile Devices\"]',\n", + " '[\"Nvidia Quadro Plex\", \"Console Games\", \"Video Home System (VHS)\", \"Process Development\", \"C (Programming Language)\", \"Heading (Metalworking)\", \"Client Server Models\", \"Production Process\", \"Collections\", \"AN/PRC-148 Multiband Inter/Intra Team Radio (MBITR)\", \"Remote Application Platform\", \"Smart Tv\", \"Smart Device\", \"Software Engineering\", \"Process Driven Development\"]',\n", + " \"['English', 'Zhuang', 'Ewe', 'Kinyarwand']\"],\n", + " ['57',\n", + " 'data scientist',\n", + " 'Basel',\n", + " '',\n", + " '',\n", + " '[[-1.74159169e-01 3.37610811e-01 6.32986605e-01 -1.04096882e-01\\n5.10776281e-01 -1.76928371e-01 1.23440638e-01 3.22047621e-01\\n-2.33702168e-01 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2.35756472e-01\\n2.58210897e-01 1.25476317e-02 -9.92365330e-02 -2.08201453e-01\\n-2.19911724e-01 -2.02710077e-01 1.33314148e-01 -2.05924429e-04\\n2.15275779e-01 -3.84161532e-01 -1.18480779e-01 -2.07286224e-01\\n-2.25694269e-01 -4.85371411e-01 -2.79661678e-02 -1.75728783e-01]]',\n", + " 'We are currently looking on behalf of one of our important clients for a Data Scientist. This role is permanent position based in Basel Canton. Your Role: Design & implement Predictive Analytics & Data Science applications. Look for solutions for the analysis & visualization of data for different problems. Act as a business enabler & advise departments on technology, methodology & operationalization. Partake in the development of new ideas & areas of application. Your Skills: Several years of professional experience as a Data Analyst or Data Scientist. Experience in the application & communication of machine learning algorithms or deep learning (e.g. GLMs, Random Forests, Support Vector Machines, Neural Networks). Sound experience in dealing with complex data structures. Good knowledge of relevant tools (R or R Studio, SQL, Python) & common BI tools (SAS VA, SAS EG, DataRobot). Your Profile: Completed University Degree with quantitative orientation (mathematics, statistics, business informatics). Very good understanding of overall corporate relationships. Strong analytical & conceptual skills & highly team & customer-oriented. Open, creative & innovative with a high level of self-initiative. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers',\n", + " '[\"Communications\", \"Creativity\", \"Innovation\", \"Positivity\"]',\n", + " '[\"E-Learning Development\", \"Tooling\", \"Advising\", \"Analytics\", \"SAS (Software)\", \"Business Statistics\", \"Mathematical Statistics\", \"Visualization\", \"Python (Programming Language)\", \"Random Forest Algorithm\", \"Business Informatics\", \"Machine Learning Methods\", \"Data Science\", \"Operationalization\", \"Conceptualization\", \"Machine Learning Algorithms\", \"R (Programming Language)\", \"Deep Learning\", \"Receivables\", \"Data Structures\", \"Predictive Analytics\", \"Algorithms\", \"Support Vector Machine\", \"SQL (Programming Language)\", \"Acceptance and Commitment Therapy (ACT)\"]',\n", + " \"['English', 'Urdu', 'Tamil', 'Ganda', 'Catalan']\"],\n", + " ['75',\n", + " 'software engineer (w/m)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " 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Scala, Java, or C++ and Python, Bash, or Perl Knowledge of databases and messaging systems (e.g. Couchbase, Kafka) Knowledge of modern architectural patterns e.g. REST, microservices, stream processing Knowledge of a batch processing framework e.g. Spark, Hadoop Experience with version control systems (e.g. Git) and cloud technologies (e.g. AWS) Interest in large scale data mining and machine learning is desirable Knowledge of client-side technologies (e.g. JavaScript, Angular, React) is a plus Bachelor/MSci/PhD degree in Computer Science or equivalent Ability to communicate well in English and to thrive in a peer-driven engineering culture Benötigte Skills Scala JAVA C++ Python Python Bash Perl Python JavaScript Angular Englisch',\n", + " '[\"Communications\", \"Reliability\"]',\n", + " '[\"Control Systems\", \"Distributed File Systems\", \"Python Server Pages\", \"Knowledge Process Outsourcing\", \"Computer Science\", \"Perl (Programming Language)\", \"Message Handling Systems\", \"Build Tools\", \"Scale (Map)\", \"C++ (Programming Language)\", \"Scala (Programming Language)\", \"Version Control\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Transformation\", \"Microservices\", \"Pipelining\", \"React.js\", \"Machine Learning Methods\", \"Stream Processing\", \"JavaScript (Programming Language)\", \"Performance Metric\", \"Bash (Scripting Language)\", \"Architectural Patterns\", \"Electronic Data Processing\", \"Data Mining\", \"Java Data Mining\", \"Angular (Web Framework)\", \"Modulation\", \"Batch Processing\", \"Resourcing\", \"Algorithms\", \"Git Flow\", \"Amazon Data Pipeline\", \"Java (Programming Language)\", \"Data Ingestion\", \"Cloud Technologies\"]',\n", + " \"['English', 'Turkmen', 'Bengali', 'Irish', 'Pali']\"],\n", + " ['4',\n", + " 'control software engineer - traction applications',\n", + " 'Turgi',\n", + " 'Electrical & Electronic Manufacturing',\n", + " 'www.abb.com',\n", + " '[[ 1.27941638e-01 1.04208589e-01 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We are looking for a passionate Control Engineer (m/f/d) eager to execute a SW project from the requirements to the first ride of a vehicle, to strengthen our motivated multidisciplinary Engineering team in Turgi. If you show great interest in control systems, power electronics and transportation systems, and look forward to make a train move, this is you opportunity to make a remarkable impact.Your responsibilitiesYour backgroundMore about usBring your very own sense of pride and purpose as you help us drive forward the Fourth Industrial Revolution – creating a sustainable future for our planet, and your career. Join ABB and harness the power of our diverse global network, as you collaborate with and learn from our world-class teams. Above all, challenge yourself every day. Let’s write the future, together. Interested in joining our team? If so, we look forward to receiving your full application (motivation letter, CV, references) only via our online careers tool. A better world begins with you at www.abb.com/careers ABB Switzerland Ltd. Katharina Brettschneider Talent Partner Phone +41 79 627 94 59 www.facebook.com/ABBCareer www.xing.com/companies/abbschweizag www.linkedin.com/company/abb www.instagram.com/abbcareer',\n", + " '[\"Collaboration\", \"Writing\", \"Positivity\"]',\n", + " '[\"Control Systems\", \"Tooling\", \"Locomotive\", \"Control Engineering\", \"Library For WWW In Perl\", \"Electronics\", \"Component Object Model (COM)\", \"Centering\", \"M (Programming Language)\", \"Transportation Management Systems\", \"Sustainability\", \"Executable\", \"Receivables\", \"Controllability\", \"Industrialization\"]',\n", + " \"['English']\"],\n", + " ['75',\n", + " 'software development engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.79381236e-01 4.31842625e-01 4.21524853e-01 -1.84562564e-01\\n3.95667464e-01 -3.09906304e-01 1.97623298e-01 3.77338082e-01\\n1.27400765e-02 -2.72101939e-01 -1.95142567e-01 -2.68955827e-01\\n-4.83425856e-02 -8.01442564e-02 1.36897191e-01 2.88511634e-01\\n3.76314700e-01 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\"Computer Science\", \"Embedding\"]',\n", + " \"['English', 'Burmese', 'Maldivian', 'English']\"],\n", + " ['56',\n", + " 'data scientist',\n", + " 'Zug',\n", + " 'Staffing & Outsourcing',\n", + " 'www.phaidoninternational.com/glocomms.aspx',\n", + " '[[-2.43850529e-01 2.72382528e-01 3.62147003e-01 1.05475143e-01\\n5.64463675e-01 -1.36005789e-01 -7.97749981e-02 3.20982099e-01\\n7.00121298e-02 -2.56747305e-01 -3.33801773e-03 -1.81914911e-01\\n-3.01793357e-03 5.88430241e-02 1.67581603e-01 4.78291273e-01\\n2.50651270e-01 6.83366656e-02 -6.38039038e-02 2.98699737e-01\\n1.69551070e-03 -2.10584506e-01 1.16742834e-01 6.95309639e-01\\n3.73485208e-01 -9.93378460e-02 -2.86191031e-02 -2.26225648e-02\\n-2.09341496e-01 -1.70963928e-01 4.46187168e-01 1.22594208e-01\\n-1.60163030e-01 -3.64637703e-01 6.59125745e-02 2.72816569e-01\\n-1.73772693e-01 4.33069328e-03 -1.70025185e-01 1.87668264e-01\\n-6.37780666e-01 -2.24600852e-01 3.15788239e-02 3.25679742e-02\\n-2.64658421e-01 -3.31989199e-01 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This position runs until October 2020. Responsibilities: Develop and refine forecast platform for Biogen's CVC program Develop agent based/optimization algorithms to simulate market dynamics and product usage - with guidance from senior members of the CVC program Program applications using Visual Basic, Java, SQL, MS Excel that will enable refinement and calibration of short- and long-term forecast models Continually assess and improve upon the accuracy of modeling and forecasting platforms and other tools that the individual will build. Build simulators, dashboards, user interfaces and other tools that can provide simple modeling and forecasting reports that can be processed by senior management. Develop simple versions of the forecast platforms and other tools that can be leveraged by a non-technical audience to run their own scenario analytics. Provide toolkits, tutorials and generally function as a technical expert resource for other members of the CVC forecasting team and internal clients. Key Skills: Experience working within or consulting for Pharma/Biotech/Healthcare or financial services industries in a forecasting/business analytics capacity is a must Must have built analytical tools and platforms that have been used for business/ forecast planning, including previous use of patient based and agent-based forecast models Experience in Supply Management activities is preferable Familiar with using program applications such as Visual Basic, Java, SQL, MS Excel High motivation, good work ethic, maturity and personal initiative Ability to develop creative and innovative solutions Strong oral and written communication skills with both technical and non-technical audiences Strong attention to detail, with a quality-focused mindset Self-discipline for planning and organizing tasks\",\n", + " '[\"Creativity\", \"Planning\", \"Innovation\", \"Self-Discipline\", \"Written Communication\", \"Consulting\"]',\n", + " '[\"Business Analytics\", \"Tooling\", \"Analytics\", \"Visual Basic (Programming Language)\", \"Refining\", \"Programmed Data Processor\", \"Financial Services\", \"Biotechnology\", \"Agent-Based Model\", \"Activism\", \"Program Development\", \"Refinement\", \"Dashboard\", \"Building Management Systems\", \"Supply Management\", \"Personalization\", \"Tutorials\", \"Management Development\", \"Simulations\", \"Toolkits\", \"Forecasting\", \"SQL And Java (SQLJ)\", \"Algorithms\", \"Resourcing\", \"Service Industries\", \"Generic Function\", \"Long-Term Potentiation\", \"Calibration\", \"User Interface\", \"Ruby Version Management\"]',\n", + " \"['English']\"],\n", + " ['9',\n", + " 'software engineer frontend (m/w)',\n", + " 'Switzerland',\n", + " '',\n", + " '',\n", + " '[[-3.29411924e-01 3.69570881e-01 4.05117869e-01 -9.23201814e-02\\n4.00253803e-01 -1.96479231e-01 -3.31471823e-02 4.53161091e-01\\n-8.15106258e-02 -3.87246817e-01 -8.96338522e-02 -2.40364134e-01\\n-1.78286508e-01 5.12044504e-02 1.76763207e-01 3.77947927e-01\\n3.02914709e-01 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We design and implement cluster systems, comprehensive virtualization solutions, enterprise hosting and cloud systems as well as complex LDAP solutions for centralized administration and authentication. We offer an unprecedented environment with a team of absolute open source professionals. We also promote community work and actively support the Open Source movement. Your responsibilities: Implementation of customer-specific solutions based on EmberJS, HTML, CSS Collaboration on the development of concepts and requirement specifications Support in customer meetings, assistance in the supervision of existing and new projects Participation in the planning and implementation of the realization Your qualifications: For this job you have knowledge in using well-known Open Source products and Linux/Unix as a working tool. In addition, you shine with us with the following characteristics: Very high degree of independence Profound knowledge of all web technologies (Javascript, HTML, CSS, REST, etc.) Experience in the development of OOP solutions, knowledge of functional programming desired Knowledge of the entire web application stack (Javascript, HTML, CSS; protocols, SQL databases) Security Know-how (SQL Injection, XSS, …) Know-how in User Interaction and User Experience Design Willingness to take on responsibility Familiarity with other programming languages and environments such as C++, Go or Rust are advantageous What we offer: We offer you a working environment with flexible employment conditions and a relaxed working environment with exceptionally talented employees. Short decision-making paths and the opportunity to take on responsibility quickly characterise our company and are an integral part of our philosophy. It is also important to us to make our contribution to Open Source – therefore we contribute to the Open Source movement at various levels, be it through financial support, sponsoring or participation in development. You interested? Then please send your application documents and the next possible starting date by email to Thomas Köchli. We look forward to getting to know you!',\n", + " '[\"Professionalism\", \"Collaboration\", \"Planning\", \"Supervision\", \"Communications\", \"Integration\", \"Decision Making\"]',\n", + " '[\"Web Applications\", \"Tooling\", \"KM Programming Language\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Virtualization\", \"Clustered File Systems\", \"C++ (Programming Language)\", \"Requirements Specifications\", \"Authentications\", \"SQL Injection\", \"Activism\", \"Linux\", \"Levelling\", \"Systems Integration\", \"Cloud Platform System\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"Hosting\", \"Database Security\", \"Open Source Technology\", \"Project-Based Solutions\", \"Ldap Client\", \"JavaScript (Programming Language)\", \"User Experience Design (UX)\", \"Functional Programming\", \"Experience Design\", \"Additives\", \"Rust (Programming Language)\", \"User Experience\", \"Unix\", \"SQL (Programming Language)\", \"Object-Oriented Programming (OOP)\"]',\n", + " \"['English', 'Kanuri', 'Northern Sami', 'Amharic', 'Ganda']\"],\n", + " ['75',\n", + " 'big data engineer (m/w)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.96860814e-01 3.44887048e-01 4.18311268e-01 6.42987788e-02\\n5.49855947e-01 -1.60632238e-01 -7.60548115e-02 2.33741805e-01\\n3.85293690e-03 -3.85250986e-01 -1.00991771e-01 -2.73914307e-01\\n-8.60051885e-02 5.60852103e-02 1.23740666e-01 4.40712243e-01\\n2.10842565e-01 6.70473510e-03 -7.52684474e-02 3.78748119e-01\\n4.04198393e-02 -1.20572872e-01 -2.10955739e-02 6.54336214e-01\\n3.27865958e-01 -4.52837832e-02 -1.05593726e-01 3.76893021e-02\\n-2.93820888e-01 -1.94786966e-01 3.50330234e-01 3.60151418e-02\\n-1.35590002e-01 -3.07242274e-01 1.52788103e-01 1.99274436e-01\\n-2.34797448e-01 3.43347415e-02 -1.69399083e-01 1.40004277e-01\\n-4.76627588e-01 -1.83501318e-01 8.29791743e-03 5.43206558e-02\\n-4.30294186e-01 -3.49034727e-01 9.95754451e-02 -1.81845233e-01\\n3.66332196e-02 6.48680553e-02 -5.33586919e-01 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insights driven bank Within the highly motivated team, you collaborate closely with business teams to understand data and functional requirements You design and build data pipelines to ingest, integrate, standardize, clean and publish data You are responsible for defining and crafting integration patterns with downstream applications You provide input into overall IT architecture of the solution, including technical environment configuration, data modelling, data integration, data presentation, information security and other IT architecture related topics You support Data Scientist in their day-to-day work on a variety of topics, including tools and data analysis methods You operationalize analytical models developed by the Data Scientists to embed them into the bank’s business processes Your profile: A university degree or equivalent education in IT or another technical specialization, ideally with focus on Data Management You have proven work experience of at least two years as a Data Engineer using Big Data technologies Experience with Hadoop based analytical solutions, ideally on Cloudera distribution, as well as practical skills in creating data processing pipelines using Spark, Scala, Python or similar tools Good knowledge of SQL, Hive and Impala databases Ideally experience with Jupyter Notebook, Hue, other end user tools If you already had experience with Tableau, Splunk or an agile work environment you have an advantage You are able to work in a dynamic environment, be comfortable with changing priorities and tight deadlines, manage you own workload with minimum supervision You build strong collaborative relationships with colleagues in IT and business groups Excellent verbal and written communication skills in English and German Benötigte Skills Scala Python Python Englisch Security Datawarehouse',\n", + " '[\"Collaboration\", \"Management\", \"Supervision\", \"Team Motivation\", \"Integration\", \"Positivity\", \"Written Communication\"]',\n", + " '[\"Information Presentation Facility\", \"Python Server Pages\", \"Tableau (Business Intelligence Software)\", \"Tooling\", \"Agility\", \"Analytics\", \"Data Management\", \"Data Modeling\", \"Data Engineering\", \"Scala (Programming Language)\", \"Activism\", \"Apex Data Loader\", \"Functional Requirement\", \"Information Security Management\", \"Jupyter Notebook\", \"Data Pipeline\", \"Idealization\", \"Splunk\", \"Hostile Work Environment\", \"Pipelining\", \"Operationalization\", \"Business Process\", \"Apache Hive\", \"Electronic Data Processing\", \"Big Data\", \"Survey Data Analysis\", \"Transformation (Genetics)\", \"Service Provider\", \"Banking\", \"Amazon Data Pipeline\", \"SQL (Programming Language)\", \"Data Analysis\"]',\n", + " \"['English', 'Icelandic']\"],\n", + " ['57',\n", + " 'full-stack java software engineer',\n", + " 'Bern',\n", + " '',\n", + " '',\n", + " '[[-1.52348623e-01 3.12777966e-01 5.86622953e-01 -1.81150749e-01\\n5.14662743e-01 -3.29282582e-01 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2.55681783e-01 1.60360932e-01 1.34178311e-01\\n3.12719405e-01 5.60156885e-04 -1.22661293e-01 -1.72438115e-01\\n-2.95293003e-01 -3.15940797e-01 8.99973512e-02 3.27010304e-02\\n1.51964173e-01 -3.79569679e-01 -9.84428078e-02 -7.79747739e-02\\n-2.49047846e-01 -3.57141614e-01 3.70115740e-03 -2.45151564e-01]]',\n", + " 'We are currently looking on behalf of one of our important clients for a Full-Stack Java Software Engineer. This role is permanent position based in Bern Canton. Your Role: Develop & expand innovative web-based business applications for the business & for customers. Assist in driving the digitization of business processes. Partake in designing, implementing & documenting helpful software solutions & functions. Assist in the testing & release of our applications & provide support with associated questions or problems. Support Application Servers (Linux). Your Skills: 2 to 5 years of professional experience in a similar role. Strong Java programming skills. Sound expertise with web technologies including HTML, CSS & JavaScript. Good experience with Databases (preferably MySQL). Ideally experienced with Spring. Your Profile: Completed Computer Science University Degree. Self-driven, reliable, pragmatic, methodical & both solution & customer-oriented. Further education in Project Management a plus. Fluent German & English (spoken & written), French is also very advantageous. If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " '[\"Innovation\", \"Positivity\", \"Reliability\"]',\n", + " '[\"MySQL\", \"Web Application Security\", \"Project Management\", \"Programming (Music)\", \"Business Process\", \"Linux\", \"Receivables\", \"Cascading Style Sheets (CSS)\", \"Digitization\", \"JavaScript (Programming Language)\", \"Application Servers\", \"Computer Science\", \"Java (Programming Language)\", \"Idealization\", \"HyperText Markup Language (HTML)\", \"Software Engineering\"]',\n", + " \"['English']\"],\n", + " ['79',\n", + " 'back-end software engineer',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " 'www.new-cruit.com',\n", + " '[[-2.52629459e-01 3.44173402e-01 4.45862025e-01 6.23906590e-02\\n5.12043893e-01 -1.91010758e-01 6.94477707e-02 1.96339041e-01\\n8.32922384e-02 -5.35314679e-01 5.28245345e-02 -2.13162586e-01\\n-2.13881880e-01 -8.43519252e-03 1.44815117e-01 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-7.09626898e-02\\n1.53066576e-01 -3.82433593e-01 6.68995315e-04 -2.03752980e-01\\n-9.70880240e-02 -4.17935044e-01 -1.34624690e-01 -4.14729826e-02]]',\n", + " 'As a Backend Software Engineer you will have an unusual and great opportunity to join us: a diverse and motivated team, committed to delivering value and creative services together with our clients and partners in the primary industry space. Responsibilities You will work closely in multi-functional teams to shape the technology platform that fulfill our business and product vision and ultimately bring value to our customers and partners by disrupting the traditional insurance proposition. This will require seeking complex problems within a high-traffic distributed infrastructure by designing, implementing and testing simple, scalable and reliable solutions. This will include: Design and implement new features and/or components within our platform and develop prototypes quickly to allow an iterative approach Deliver high-quality code, focusing on simplicity, performance, maintainability and scalability End-to-end responsibility on the applications implemented, including monitoring, identifying issues or bottlenecks and delivering improvements of the platform Optimise applications and components to maximize speed and efficiency, ease of development of new features and the ability to scale business processes Create common libraries and frameworks demonstrated across the platform to streamline development of complex applications About you Proven software development capabilities (5+ years hands-on experience) in any modern language (Java/Kotlin/Scala/C++/C#/Go/Python…) Experience with high-traffic micro services architectures and best practices around designing, scaling and monitoring concurrent systems (using different technologies and preferably RESTful APIs and message passing protocols) You carefully evaluate design trade-offs and strive for simple, elegant, algorithmically efficient solutions Your code is easy to read, test and re-use and you constantly improve quality overtime You understand performance metrics, how to collect and use them to continuously improve performance, scalability and efficiency Experience designing data-models for relational and NoSQL data stores Great team player: you collaborate effectively with team members, express technical leadership supporting your views and ideas while keeping open to different opinions, being fearless and always supplying to the overall growth of the team Continuous learner who stays up-to-date with the latest trends and carefully vet with proper pragmatism and long term vision the adoption of new technologies Master’s or PhD degree in computer science, engineering or equivalent working experience Ability to speak and write English fluently ',\n", + " '[\"Complex Problem Solving\", \"Leadership\", \"Collaboration\", \"Infrastructure\", \"Team Motivation\", \"Reliability\", \"Creativity\", \"Written English\"]',\n", + " '[\"Performance Improvement\", \"NoSQL\", \"Computer Science\", \"Collections\", \"Data Modeling\", \"Service-Oriented Architecture\", \"Good Agricultural Practices\", \"Industrialization\", \"Scholastic READ 180\", \"Scale (Map)\", \"C++ (Programming Language)\", \"Streamlines\", \"Scala (Programming Language)\", \"Python (Programming Language)\", \"Prototyping\", \"Maintainability\", \"Library\", \"Iterators\", \"Software Engineering\", \"Micro Channel Architecture\", \"Message Passing\", \"Concurrent Versions System (Software)\", \"Business Process\", \"C# (Programming Language)\", \"Performance Metric\", \"Scalability\", \"Experience Design\", \"Software Development\", \"Algorithms\", \"Operational Data Store\", \"Custom Backend\", \"Quality Improvement\", \"Long-Term Potentiation\", \"Kotlin\", \"Adoptions\", \"RESTful API\", \"Java Scripting Languages\"]',\n", + " \"['English', 'Sundanese', 'North Ndebele']\"],\n", + " ['54',\n", + " 'devops engineer, genedata biologics',\n", + " 'Basel',\n", + " 'Biotech & Pharmaceuticals',\n", + " 'www.genedata.com',\n", + " '[[-1.69523150e-01 3.19825441e-01 4.08377171e-01 -1.59712415e-02\\n5.68628192e-01 -9.49690565e-02 -7.24607557e-02 3.66208315e-01\\n-4.60393503e-02 -4.28351879e-01 -3.31419744e-02 -2.50325799e-01\\n-7.22204745e-02 1.58022121e-01 1.21643066e-01 4.33333069e-01\\n3.59716475e-01 1.38958231e-01 -1.41149908e-01 3.54331344e-01\\n1.16978735e-02 -1.60774738e-01 5.42537011e-02 8.68497312e-01\\n2.75335133e-01 1.45401573e-02 -1.62993923e-01 -7.04530030e-02\\n-2.31061846e-01 -1.64121673e-01 4.84606564e-01 9.13866237e-03\\n-1.27304882e-01 -3.87431860e-01 1.09087497e-01 7.55339116e-02\\n-2.90875196e-01 -2.20784545e-02 -1.77963927e-01 1.17137887e-01\\n-5.03516197e-01 -2.82112539e-01 3.95090133e-02 -2.49374267e-02\\n-2.76795298e-01 -2.60850579e-01 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7.18716383e-02\\n-1.76585138e-01 -4.37105119e-01 4.08015549e-01 -2.16989905e-01\\n-1.57977670e-01 -3.21622491e-02 4.04590786e-01 2.10182548e-01\\n-3.23165059e-01 5.33735007e-02 -9.20294821e-02 2.10100710e-01\\n4.23870832e-02 2.55110741e-01 -2.21111506e-01 -3.59550834e-01\\n-3.04808259e-01 2.57264793e-01 -3.44090760e-02 5.70381880e-02\\n-3.38903069e-02 4.98192042e-01 4.76068631e-02 -3.05652507e-02\\n5.36664009e-01 -1.87651306e-01 -3.24882090e-01 -3.15354407e-01\\n-1.81762889e-01 -1.97047099e-01 -1.28536746e-01 -4.99667674e-02\\n2.14765519e-01 -3.67096156e-01 -1.18522085e-01 -1.96574420e-01\\n4.29852679e-03 -3.50048751e-01 -3.63499187e-02 -9.89696681e-02]]',\n", + " 'The Position We are looking for a qualified DevOps Engineer who is managing the deployment and customization of our successful Genedata Biopharma platform. Thousands of scientists across the globe work with our highly innovative platform in order to develop new, groundbreaking treatments for the most severe diseases. As part of a professional and dedicated engineering team, you will enable these scientists to fulfill their mission. Genedata’s Biopharma platform represents the very backbone of the data capturing and analysis workflows of the most important biopharma and biotech companies. It is installed either on premises or hosted in the cloud and constantly interoperates with numerous instruments and customer IT systems. As DevOps Engineer, you ensure the smooth and continuous running of this central piece of infrastructure and you configure the system to adapt it to customer specific needs. The focus of your responsibilities will be on our enterprise platforms Genedata Biologics® and Genedata Bioprocess®. This full-time position is based at our head offices in Basel, Switzerland. A part time employment (80-100%) is also an option. Key Responsibilities Manage the deployment of products, upgrades and customizations Develop customer specific configurations in SQL Use web services and scripts to integrate with customer IT systems Monitor, analyze, and tune the performance of installations Implement schedules for system backups and archive operations Develop automatic packaging and deployment procedures Administer Biopharma Platform installations in the cloud Consult and support customers with the migration of legacy data Document and communicate your work within the team and to other stakeholders Your Profile BSc or MSc in computer science, or related fields, or comparable on-the-job experience Good understanding of Linux systems Fluency in shell scripting and / or other scripting languages Experience with SQL and relational database systems Oracle DBA experience is an advantage Knowledge of cloud environments such as AWS or Azure is a plus Experience with web application servers, like Apache and Tomcat, is desirable Strong interpersonal skills and the motivation to learn continuously Good written and verbal communication and presentation skills in English The Company Genedata is an exceptional company. With over two decades of success in research informatics due to closely-knit teams of scientists, developers and business experts, Genedata has achieved steady and continuous growth since inception. As a private and majority employee-owned organization, we empower each employee to be a contributing voice in the company operations and evolution. Our collective expertise in research informatics, combined with our open and scalable computational solutions, makes us the leading software provider in R&D informatics for biotech, pharmaceuticals, and related life sciences. We are headquartered in Basel, Switzerland and have subsidiaries in Germany, US, UK, Japan and Singapore. About Genedata Biopharma Platform As the market leader in biopharma R&D digitalization, our platform enables biopharma companies to develop the next generation of innovative medicines. It is uniquely designed to digitalize and streamline biopharma discovery, development and manufacturing processes and dramatically improve overall productivity, with the goal of identifying and developing novel therapeutics to address unmet medical needs. The award-winning Genedata Biopharma platform is used across the globe to achieve operational excellence by boosting the efficiency, throughput, and quality of biopharma R&D. It supports the entire end-to-end R&D workflow, from screening, protein engineering and optimization, expression, purification, characterization, analytics and QC, and developability assessment to upstream and downstream process development and drug formulation. The Genedata platform serves as an enterprise IT system that is at the core of complex biopharma discovery and development processes. Our customer base includes large biopharma and biotech companies, technology providers and contract research and manufacturing organizations. Genedata Biologics is a web application with an HTML/JavaScript-based presentation layer, a Java business-logic layer and an Oracle RDBMS-backed persistence layer. It is widely configurable, scalable, and extendable by third-party plug-ins. Are You Interested? If you are interested in this position, please submit your CV and motivation letter. Genedata only accepts CVs and resumes directly from candidates. Personnel recruitment agencies need not respond. Legal authorization to work in the United States on a full-time basis for any employer is required. Genedata is an Equal Opportunity Employer.',\n", + " '[\"Verbal Communication Skills\", \"Adaptability\", \"Professionalism\", \"Management\", \"Scheduling\", \"Communications\", \"Operations\", \"Integration\", \"Presentations\", \"Innovation\", \"Positivity\", \"Persistence\"]',\n", + " '[\"Web Applications\", \"Document Enterprise Platform\", \"MSC Software\", \"Shell Script\", \"Computer Science\", \"Life Sciences\", \"Business Workflow Analysis\", \"Collections\", \"Analytics\", \"Data Capture (SQL)\", \"Downstream Processing\", \"Informatics\", \"Customer Support Analyst\", \"Authorization (Computing)\", \"Streamlines\", \"Clinical Research Informatics\", \"Installation\", \"Bioprocess\", \"Customer Development\", \"Linux\", \"Layering\", \"Contract Research Organization\", \"Instrumentation\", \"Application Servers\", \"Medic\", \"HyperText Markup Language (HTML)\", \"System Monitoring\", \"System Monitor\", \"Web Services\", \"Presentation Layer\", \"Apache Tomcat\", 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-3.71344984e-01 -2.08032489e-01 -2.97721922e-01\\n-1.62833586e-01 -3.08818758e-01 -4.89459150e-02 -4.63550128e-02]]',\n", + " \"For our Zurich office we are seeking a Data Analyst to join our Life Operations Department. One of the department's missions is to guarantee the quality of the data we receive from our clients, which is then used downstream by other teams for various studies. In this role you will be entirely assigned to data management (mainly long-term business), be part of the Technical Accounting team and interact regularly with Actuaries from other departments (Reserving and Pricing). In more detail your responsibilities will be to: Ensure data quality - the client data received needs to be complete, accurate, consistent, and provided within contractual deadlines Coordinate with clients errors or delays Extract and load data into our system, incl. data and plan mapping for all clients, investigating and resolving client issues Develop tools to automate data management and quality controls Perform detailed analysis of client data and reconcile premiums with treaty conditions and accounts received Centralize data storage and make data available to other departments Actively monitor client accounts and produce summary reports highlighting trends and issues Implement consistent data handling standards across various products and markets Participate in projects About you To be the ideal candidate, you will be a subject matter expert in data quality and analysis, as well as tools, and become well versed in Life & Health reinsurance data. The role is ideal for someone who has / is: A bachelor degree, e.g. in Wirtschaftsinformatik, Finance, IT Min. 3 years’ experience in data analysis, in our industry is a plus Is fluent in English (French a nice-to-have) Possesses strong Access and Excel skills, is able to prepare data with R and ideally has SQL\\\\VBA programming skills Working very detail-oriented, and has excellent organizational and analytical skills Socially competent and enjoys interacting and communicating across all levels Demonstrated analytical, problem-identification and resolution skills What can we offer you An international environment, where you will be challenged, can learn about the reinsurance products from Senior Specialists and are exposed to multiple sections of our business. Our structure fosters collaboration with various stakeholders. One of PartnerRe’s core strengths is its technical know-how, built over many years of investment in the right people working on challenges. Be that person and join us!\",\n", + " '[\"Reservations\", \"Analytical Skills\", \"Coordinating\", \"Collaboration\", \"Planning\", \"Investigation\", \"Communications\", \"Operations\", \"Detail Oriented\", \"Socialization\"]',\n", + " '[\"Data Quality\", \"Tooling\", \"Nice (Unix Utility)\", \"Accessioning\", \"Programming (Music)\", \"Interactivity\", \"Analytics\", \"Data Management\", \"Data Consistency\", \"Industrialization\", \"E (Programming Language)\", \"Levelling\", \"Activity Monitor\", \"Idealization\", \"Reinsurance\", \"Quality Control\", \"NetApp Data Storage\", \"Patentable Subject Matter\", \"Technical Accounting\", \"Finance\", \"Personalization\", \"Accounting\", \"R (Programming Language)\", \"Accounts Receivable\", \"Receivables\", \"Clinical Data Management\", \"Mapping\", \"Long-Term Potentiation\", \"Data Analysis\"]',\n", + " \"['English', 'Turkish']\"],\n", + " ['75',\n", + " 'frontend software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " 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In order to ensure the optimal experience for the client, you come forward with you own ideas and work product-driven. Furthermore, you support the backend team at the frontend integration by using RESTful API’s. Requirements: This job requires that you be a self-starter with the ability to take ownership, work under pressure, and handle multiple tasks simultaneously. You should have good documentation skills and be able to interact with other team members to collaborate and deliver quality code. You will need to possess strong communication skills, have the ability to grasp a variety of unfamiliar technologies quickly, and work in a fast paced, team-driven environment. You may be asked to contribute ideas and provide feedback on many projects within the team’s portfolio. - You have worked before with AngularJS or similar frameworks. You are used to working with modern technologies like Docker and GIT - NodeJS or Python knowledge is advantageous - Strong HTML and CSS skills are a must Benötigte Skills CSS3 HTML5 Python Node.js Angular',\n", + " '[\"Collaboration\", \"Self Starter\", \"Communications\", \"Integration\"]',\n", + " '[\"Angular (Web Framework)\", \"Docker (Software)\", \"Python (Programming Language)\", \"Node.js\", \"Cascading Style Sheets (CSS)\", \"Good Documentation Practices\", \"Interactivity\", \"Git (Version Control System)\", \"HTML5\", \"HyperText Markup Language (HTML)\", \"Custom Backend\", \"RESTful API\"]',\n", + " \"['English', 'Galician', 'Azerbaijani', 'Breton']\"],\n", + " ['75',\n", + " 'full-stack software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.67733118e-01 3.18774730e-01 3.84102076e-01 6.34426028e-02\\n4.19775933e-01 -2.08391398e-01 -1.94373298e-02 2.74899423e-01\\n-5.86313456e-02 -3.81496459e-01 -5.73851243e-02 -2.94074893e-01\\n-8.99507105e-02 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- Hands on experience designing and implementing RESTfull backend Services - Good knowledge of relational and NoSQL databases - Practice in Clean Code, TDD, Pair Programming, continuous integration and continuous delivery - Ability to understand the company's KPIs and the user needs and use them as innovation driver - Experience with agile methodologies and pronounced agile mindset - Plus: Knowledge of microservices on AWS - A degree in Computer Science or equivalent practical experience - Fluency in English and German Benötigte Skills Englisch NoSQL HTML5 CSS3 JavaScript JAVA Spring DevOps Test\",\n", + " '[\"Innovation\", \"Operations\"]',\n", + " '[\"Tooling\", \"Test-Driven Development (TDD)\", \"NoSQL\", \"Agility\", \"Continuous Delivery\", \"Cascading Style Sheets (CSS)\", \"Computer Science\", \"Web Frameworks\", \"Continuous Integration\", \"Software Quality Management\", \"HTML5\", \"HyperText Markup Language (HTML)\", \"Microservices\", \"Cross-Functional Coordination\", 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The Swiss Re Group is one of the world’s leading providers of reinsurance, insurance and other forms of insurance-based risk transfer, working to make the world more resilient. It anticipates and manages risk – from natural catastrophes to climate change, from ageing populations to cybercrime. The aim of the Swiss Re Group is to enable society to thrive and progress, creating new opportunities and solutions for its clients. Headquartered in Zurich, Switzerland, where it was founded in 1863, the Swiss Re Group operates through a network of around 80 offices globally. It is organised into three Business Units, each with a distinct strategy and set of objectives contributing to the Group’s overall mission. About the role Are you seeking a fantastic development opportunity to take your career to the next level within a forward-thinking global IT Sourcing Team? We are looking for an ambitious, experienced Category Manager for Software and SaaS. Reporting to the Head of Software and Licensing your position is fully accountable for leading sourcing service for all IT third party Software Applications, SaaS and respective services across Swiss Re. You will be responsible for the high quality and cost effective services from the Vendors. When leading sourcing projects, you will specify and collate demand as well as execute on vendor management activities. Developing service levels and quality processes will ensure efficient service delivery that meets or exceeds partner expectations. Adopting a risk-based focus you will ensure compliance with our Sourcing practices and procedures. You will jointly develop category plans with your internal partners. By bringing insightful market intelligence market trends / analysis, you will implement the agreed strategy for your sub-category. Taking the ownership for this IT Category, you will be recognized as the advisory lead for our partners across Swiss Re. In this role, we will expect you to: Negotiate and execute major commercial and contractual terms and conditions with global vendors Build and execute Software Service Strategies and Plans, using resources from our global network of sourcing professionals as required Be accountable for the delivery of annual Software financial savings goals Project lead or support Divisional IT Sourcing Programs as required Actively collate and interpret data from multiple sources to provide valuable insights and advice to your partners Seek and deliver continual improvement in the areas of demand management, contract negotiation, project sourcing and the category strategy About the team We are the IT&Data Sourcing Team, a unit within Global Sourcing which is itself part of Global Business Solutions. We are spread across four locations having touch with the global Sourcing Network. We handle all IT Sourcing Services including Software, SaaS, Hardware, Connectivity, Cloud and Application Services and Data. About You You have a bachelor’s degree in a science, technology or business administration. We have a strong preference for CIPS or similar professional qualification You have excellent command over English language, German is an advantage Ideally, you have five to ten (5-10) years of Sourcing experience in insurance, re-insurance or financial services. With a minimum of three to five (3-5) years Category Management experience in Software Services working across multiple jurisdictions on high value contracts. You are a highly experienced in category, demand and vendor management. You possess well-developed communication skills (written and verbal) with an ability to quickly establish trusted partner status. You possess very strong data analysis skills (collation, interpretation and insightful use of data) You have highly experienced and refined skills in defining and executing Category Strategies and associated Plans With your strong focus on customer and excellent advisory skills, you are able to effectively cooperate with internal customers and external suppliers You demonstrate behaviors consistent with Swiss Re imperatives facilitating consistent performance and continuous improvement We are an equal opportunity organization and welcome applicants from all backgrounds.
Swiss Re',\n", + " '[\"Negotiation\", \"Positivity\", \"Professionalism\", \"Cooperation\", \"Establishing Trust\", \"Planning\", \"Resilience\", \"Accountability\", \"Business Administration\", \"Operations\", \"Sourcing\"]',\n", + " '[\"Risk-Based Testing\", \"Enterprise Application Software\", \"Advisories\", \"Market Trend\", \"Cybercrime\", \"Demand Management\", \"Management Contract\", \"Service Delivery\", \"Licensing\", \"Refining\", \"Financial Services\", \"Commercialization\", \"Financial Software\", \"Trend Analysis\", \"Strategic Business Unit\", \"Category Strategy\", \"Activism\", \"Naturalization\", \"Climate Change Mitigation\", \"Levelling\", \"Executable\", \"Reinsurance\", \"Category Development\", \"Category Management\", \"Vendor Management\", \"Risk Management\", \"Equalization\", \"Continuous Improvement Process\", \"Market Intelligence\", \"Category Planning\", \"Service Level\", \"Service Strategy\", \"Financial Business Solution\", \"CIP System (Stereochemistry)\", \"Global Sourcing\", \"Quality Process Analysis\", \"Resourcing\", \"Contract Negotiation\", \"Application Services\", \"Software Plus Services\", \"Data Analysis\", \"Adoptions\"]',\n", + " \"['English', 'Luba-Katanga', 'Flemish']\"],\n", + " ['22',\n", + " 'project manager: blockchain developer and builder engagement',\n", + " 'Zug',\n", + " '',\n", + " '',\n", + " '[[-1.14114337e-01 3.66173685e-01 5.18920839e-01 1.96600682e-03\\n4.78293836e-01 -2.36980751e-01 -1.05949314e-02 1.97110936e-01\\n-3.65718789e-02 -3.96998167e-01 -8.66349787e-02 -2.94445634e-01\\n6.37336671e-02 2.05114990e-01 2.68351100e-02 2.49769449e-01\\n2.86789745e-01 1.52238561e-02 -9.81925949e-02 3.39843959e-01\\n4.84328866e-02 -2.14253992e-01 1.48351803e-01 6.19421840e-01\\n2.86122233e-01 -1.20739408e-01 -6.16095215e-02 9.67784151e-02\\n-2.41212249e-01 -1.39820933e-01 2.99406528e-01 1.09002411e-01\\n-1.81049213e-01 -4.15165156e-01 2.69558607e-03 -5.55803115e-03\\n-2.44044676e-01 4.67440784e-02 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-5.12583889e-02 4.92966408e-03 3.40786844e-01\\n-3.71831149e-01 6.67385459e-02 -1.65685520e-01 1.12376697e-01\\n2.51964349e-02 2.15620115e-01 -1.07497036e-01 3.21759023e-02\\n-7.58459643e-02 -4.50076193e-01 2.71587908e-01 -1.32524058e-01\\n-1.07328348e-01 -1.59549024e-02 1.93120822e-01 1.77724034e-01\\n-1.29216149e-01 -7.15259314e-02 -1.16562486e-01 8.24521407e-02\\n4.55437005e-02 3.56522501e-01 -1.77289248e-01 -1.50034070e-01\\n-2.65280694e-01 2.77813762e-01 -5.94692864e-02 7.37490356e-02\\n6.77719563e-02 3.23635995e-01 4.51249182e-02 1.32341564e-01\\n3.95771831e-01 2.62103900e-02 -1.93035319e-01 -2.11952791e-01\\n-3.26962799e-01 -1.42629772e-01 -1.01569504e-01 -7.62116089e-02\\n1.40196756e-01 -3.45731854e-01 -2.38425992e-02 -1.38485506e-01\\n-1.37039483e-01 -3.44416171e-01 2.10568272e-02 -2.36099795e-01]]',\n", + " 'Job Description Project Manager: Blockchain Developer and Builder Engagement CasperLabs is building the next big thing in blockchain technology - a blockchain platform for the builders that is purpose built to scale opportunity for everyone, forever. We are looking for an experienced, technical Project Manager, who is passionate about engaging App Developers and Builders to experiment with our platform and grow active communities around it. You are at your best managing cross-functional projects, working closely with Engineering and Marketing to share knowledge and user feedback. You are excited about working with App Developers, Builders and are at ease discussing technical aspects with them as well as managing technical demos and leading hackathons in blockchain conferences. Your responsibilities will include: Understand developers’ and builders’ objectives and requirements. Coordinate across Engineering, Marketing and other teams (Tech writer, App Developer etc) to generate collaterals (technical documentation, videos, reference implementations, illustrations, use-cases etc) to showcase the technology in these events and to grow technical developer communities for CasperLabs platform. Project managing CasperLabs participation in conferences, meet-ups and other events and organization of demos and hackathons etc. for engaging App Developers and Builders. Work with Product teams to understand features roadmap and also share knowledge, feedback from these engagements to the product and marketing teams. Create feature requests for new functionalities based on this feedback. Requirements Qualifications 5 years in software development with experience in modern application development methodologies. Experience with JavaScript, RUST, and blockchain technology. Ability to project manage technical events. Experience of presenting, demoing at technical conferences. Excellent communication skills to engage with tech savvy customers and experience with growing technical communities. Technical acumen, ability to share customer feedback to product and marketing. Experience of managing high visibility cross functional projects and working with diverse teams like engineering and marketing. Excited about domestic and international travel (about 3-5 days per month) ',\n", + " '[\"Verbal Communication Skills\", \"Coordinating\", \"Management\", \"Communications\", \"Technical Acumen\", \"Presentations\"]',\n", + " '[\"Application Development\", \"Blockchain\", \"Scale (Map)\", \"Activism\", \"Use Case Diagram\", \"Technical Management\", \"Technical Communication\", \"Cross-Functional Coordination\", \"JavaScript (Programming Language)\", \"Community Development\", \"Illustration\", \"Technical Documentation\", \"Reference Implementation\", \"User Feedback\", \"Software Development\", \"Project Management\", \"Rust (Programming Language)\", \"Job Descriptions\", \"Integrated Product Team\"]',\n", + " \"['English', 'Serbian']\"],\n", + " ['65',\n", + " 'internship in software engineering',\n", + " 'Zürich',\n", + " 'Venture Capital & Private Equity',\n", + " 'www.investiere.ch',\n", + " '[[-1.34337008e-01 1.63646415e-01 5.36213756e-01 -8.01078528e-02\\n5.42521477e-01 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We already are one of the most innovative startup investment platforms in Europe. We are now looking to grow the next level digital infrastructure for startup investments, building a service platform and network for a large community of entrepreneurs, private and institutional investors. investiere.ch is an online investment platform that offers private and institutional investors direct and professional access to startup investments. Having successfully closed more than 70 financing rounds, investiere.ch is one of the most active venture capital investors in Switzerland. As a intern in our tech team you will: Develop secure and reliable Scala web-services for our platform (scala/PlayFramework, MongoDB, MySQL, Redis and ElasticSearch, graphQL) Develop frontend applications (Angular 1.x & 5, Ionic) Support in administration of servers / cloud services Write tests for services and frontend features that you build (e.g. Postman, unit tests, etc) Find out more about our IT team. Requirements You are the right candidate for this position if most of the following skills match your profile: University Bachelor or Master degree with excellent credentials in computer science Java or Scala development Frontend experience or interest: Javascript / HTML / CSS Eager to learn and experience new technologies Ability to work independently with high attention to detail Strong command of English, our work language Entrepreneurially minded and very strong team player Benefits Dynamic and challenging startup environment Flexibility with work locations and hours Frequent team events and more Has your interest been piqued? Meet our experienced investiere team at our offices in Zurich and Geneva. The work location for this position is Zurich. If you have any further questions, just give us a call (+41 41 545 94 94). Please send your CV and cover letter using the application form below. Applications will be processed within two working days.',\n", + " '[\"Writing\", \"Professionalism\", \"Infrastructure\", \"Communications\", \"Reliability\", \"Innovation\", \"Positivity\"]',\n", + " '[\"Playframework\", \"MySQL\", \"Cascading Style Sheets (CSS)\", \"Postman\", \"Unit Testing\", \"Computer Science\", \"Scala (Programming Language)\", \"Activism\", \"Venture Capital\", \"MongoDB\", \"E (Programming Language)\", \"Levelling\", \"GraphQL\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"Investments\", \"Cloud Services\", \"Web Services\", \"Finance\", \"Digitization\", \"JavaScript (Programming Language)\", \"Redis\", \"Angular (Web Framework)\", \"Investing Online\", \"Java (Programming Language)\", \"Elasticsearch\"]',\n", + " \"['English', 'Thai', 'Avestan']\"],\n", + " ['75',\n", + " 'data scientist',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-3.48218799e-01 3.98553580e-01 4.48650986e-01 4.92771119e-02\\n5.86561203e-01 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a wide variety of audience - Validates, monitors, and drives continuous improvement to methods, and proposes enhancements to data sources that improve usability and results Required Skills: - B.S. and/or M.S. (Ph.D. Preferred) in Computer Science, Statistics, Operations Research or similar quantitative field - 3 years plus experience of applying statistical modeling, ML and data mining algorithms to real world problems - Expert in one or more statistical software like R, SAS, Statistica etc. - Expert in one or more scripting languages like Perl, Python, or SQL - Solid foundation of statistical modeling and machine learning algorithms and experimental design - Good knowledge and experience in using ensemble methods - Experience in pattern and/or image recognition a plus - Deep understanding of big data systems including map reduce technologies like Hadoop and Spark - Knowledge of Google cloud and tools - Knowledge of data visualization tools like Tableau, etc. Fluent in English and German Benötigte Skills Englisch CLOUD Google Analytics Perl Python SQL Machine Learning SAS',\n", + " '[\"Communications\", \"Innovation\", \"Sourcing\", \"Integration\"]',\n", + " '[\"Tableau (Business Intelligence Software)\", \"Tooling\", \"SAS Learning Edition\", \"Google Cloud Messaging\", \"Google Analytics\", \"pH Meters\", \"Computer Science\", \"Biasing\", \"Statistics\", \"Perl (Programming Language)\", \"SAS (Software)\", \"Usability\", \"Scientific Literature\", \"Statistical Software\", \"Python (Programming Language)\", \"M (Programming Language)\", \"Operations Research\", \"Limiter\", \"Statistical Modeling\", \"Data Visualization\", \"Machine Learning Methods\", \"Ensemble Methods\", \"R (Programming Language)\", \"Machine Learning Algorithms\", \"Scalability\", \"Continuous Improvement Process\", \"Google Cloud\", \"Big Data\", \"Applied Statistics\", \"Java Data Mining\", \"Adapter Scripting Language\", \"Imaging\", \"Validations\", \"Algorithms\", \"Mapping\", \"STATISTICA\", \"Experimental Design\", \"SQL (Programming Language)\", \"B (Programming Language)\", \"Source Data\"]',\n", + " \"['English', 'Hausa', 'Kalaallisut', 'Panjabi', 'Bislama']\"],\n", + " ['75',\n", + " 'data engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-3.63895744e-01 3.05287838e-01 4.17255253e-01 -3.76568027e-02\\n5.28621137e-01 -7.65151009e-02 -3.94121483e-02 2.19641954e-01\\n-2.95179654e-02 -2.23883778e-01 -1.51649013e-01 -1.48797706e-01\\n-8.57051313e-02 -6.46759244e-03 1.12375326e-01 3.74679089e-01\\n3.46432894e-01 5.21362051e-02 -1.31393820e-01 3.36848080e-01\\n1.16127342e-01 -8.61443952e-03 -2.28062682e-02 6.55917227e-01\\n3.78813326e-01 -4.45187241e-02 -1.12813048e-01 4.31255959e-02\\n-2.92736202e-01 -2.29881883e-01 3.32956433e-01 2.05876455e-02\\n-1.17689386e-01 -3.10847253e-01 9.01493877e-02 1.32867202e-01\\n-2.04548344e-01 -6.58926591e-02 -7.64697194e-02 5.48099019e-02\\n-3.25427055e-01 -2.13639870e-01 -4.98721041e-02 6.59257472e-02\\n-2.92773217e-01 -2.38441482e-01 6.97647557e-02 -2.29309313e-02\\n-4.44065854e-02 4.49392311e-02 -6.94523096e-01 3.94211501e-01\\n-2.11201966e-01 -1.72699600e-01 3.07041913e-01 5.79800665e-01\\n3.80182080e-02 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Typical projects include the full data science lifecycle, including data extraction from transactional sources and transformation for analytical purpose. You will provide hands-on leadership to projects working with large datasets and extensive timeseries such as financial market data, transactions data and client interaction profiles, employing various statistical and numerical methods to analyse both structured and unstructured data to develop predictive models. As our technology is generally delivered as packaged software or as a service in the cloud, it is important that you are experienced in and can lead others hands-on to perform the software development life-cycle professionally and efficiently. Taking a leading role in consulting to clients is also a part of the job description. You are therefore expected to possess strong communication skills in addition to excellent technical capabilities. Requirements: - University degree in computer science, engineering or comparable numerical fields - Passion for applying technology to solve business problems - Experienced in the financial services industry in either a quantitative or technology role - Experience in project leadership & coordination, client communication (including senior management levels), and successful project delivery - Experience in developing production-ready machine learning applications and setting up data science pipelines - Solid experience with Linux and software collaboration tools: continuous integration (i.e. Jenkins or CircleCI), source control (git, svn), issue management (Jira, Confluence) - Knowledge of multiple programming languages is beneficial (Python, R, Java, Scala) - Substantial experience in applying modern big data tools for scalability and distributed computing (Apache Spark, PySpark, Dask) and data stores (SQL or NoSQL), such as MongoDB and Neo4j - Strong communication skills in English and the ability to make coherent technical arguments; working proficiency in German is a must - Eligible to live and work in Switzerland Benötigte Skills Banken / Finanzgesellschaften Projektleitung Jira Linux Python Python R JAVA Scala Apache SQL NoSQL Englisch',\n", + " '[\"Verbal Communication Skills\", \"Leadership\", \"Professionalism\", \"Coordinating\", \"Management\", \"Communications\", \"Sourcing\", \"Consulting\"]',\n", + " '[\"Apache Spark\", \"Python Server Pages\", \"Tooling\", \"NoSQL\", \"Jenkins\", \"KM Programming Language\", \"Circleci\", \"Software Development Life Cycle\", \"Interactivity\", \"Collaborative Software\", \"Computer Science\", \"Analytics\", \"Statistics\", \"Collaboration Tools\", \"Decision Support Systems\", \"Continuous Integration\", \"Recommender Systems\", \"Financial Services\", \"Applied Business Technologies\", \"Distributed Computing\", \"Scala (Programming Language)\", \"Pyspark\", \"Service Level Management\", \"Python (Programming Language)\", \"Linux\", \"Data Extraction\", \"MongoDB\", \"Transaction Data\", \"E (Programming Language)\", \"Source (Game Engine)\", \"Dataset\", \"Pipelining\", \"Financial Market\", \"Machine Learning Methods\", \"Unstructured Data\", \"Data Science\", \"Machine Learning Algorithms\", \"R (Programming Language)\", \"Scalability\", \"Big Data\", \"Predictive Modeling\", \"Data Store\", \"Transformation (Genetics)\", \"Atlassian Confluence\", \"Banking\", \"Software Development\", \"Algorithms\", \"Additives\", \"Service Industries\", \"Git Flow\", \"Neo4j\", \"Amazon Data Pipeline\", \"Market Data\", \"JIRA Studio\", \"Java (Programming Language)\", \"Job Descriptions\", \"SQL (Programming Language)\"]',\n", + " \"['English', 'Nyanja']\"],\n", + " ['145',\n", + " 'software engineer c++',\n", + " 'Zürich',\n", + " 'Computer Hardware & Software',\n", + " 'www.vizrt.com',\n", + " '[[-1.77046180e-01 2.56629318e-01 5.47789216e-01 -8.72845799e-02\\n4.58264351e-01 -2.27148786e-01 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This includes interactive and virtual solutions, animations, maps, weather, video editing and compositing tools. Vizrt has customers in more than 100 countries worldwide including such as CNN, CBS, Fox, the BBC, BSkyB, Al Jazeera, ZDF, CCTV, and the list keeps growing. This is possible due to 600 engaged and very competent employees in 40 offices around the world. In our R&D team in Zürich/Switzerland we create award-winning, unique and high-tech software dedicated to sports media productions. We strive to develop first-class media enhancement technology and we need your excellent C++ programming skills to develop the best products for Vizrt around sports media creation. To strengthen our software engineering team, we have an immediate opening for a proactive, pragmatic, and team-oriented SOFTWARE ENGINEER (C++) You complement the engineering team with your expertise and experience in application development and you will help us to advance the innovative and technologically advanced product lines related to sports. In close collaboration with your colleagues, you will be working on our challenging, exciting, and interesting software engineering tasks. What are we looking for? You are a pragmatic, team-oriented, flexible, independent and motivated software engineer You have excellent C++ programming skills and ideally already some experience You have at least a MSc in Computer Science, and some knowledge in Software Design or Architecture Good English capabilities is a must. German is not a requirement but helpful in private life. Background knowledge in Computer Graphics, Computer Vision and/or Machine Learning is a plus. Experience with Visual Studio or Qt SDK is a plus. We expect efficiency and pragmatic problem-solving skills. Your interest and enthusiasm for sports helps us to deliver the next generation of sports media technology. What do we offer? At Vizrt, you will find a challenging and diversified software engineering position in our dynamic, innovative, and fast-growing high-tech environment. Interesting tasks are waiting for your excellent solutions and your main focus will be on high quality application development where you will be integrated in the full development cycle. Sporadic field services at international sports media productions and infrequent second level support are part of the profile. If you find this interesting and want to be a part of our team submit your CV and application by clicking the \"Apply now\" button or at vizrt.com. Click here to read about our online privacy and personal data policies. jVL8HHgSoa',\n", + " '[\"Team Oriented\", \"Collaboration\", \"Proactivity\", \"Problem Solving\", \"Enthusiasm\", \"Integration\", \"Innovation\", \"Positivity\"]',\n", + " '[\"Application Development\", \"Real Time Data\", \"Video Editing\", \"Frameforge 3D Studio\", \"MSC Software\", \"Tooling\", \"Programming (Music)\", \"Interactivity\", \"Computer Science\", \"Field Service Management\", \"Virtualization\", \"Industrialization\", \"Scholastic READ 180\", \"Compositing\", \"C++ (Programming Language)\", \"Media Production\", \"Computer Vision\", \"Component Object Model (COM)\", \"High Tech Manufacturing\", \"Levelling\", \"Idealization\", \"Product Lining\", \"Software Engineering\", \"Microsoft Visual Studio\", \"Machine Learning Methods\", \"Automation Studio\", \"Animations\", \"Personalization\", \"Weather Maps\", \"Qt (Software)\", \"Software Design\", \"Real-Time Computer Graphics\", \"Computer Graphics\", \"Asset Management\", \"Closed-Circuit Television Systems (CCTV)\", \"Broadcasting\"]',\n", + " \"['English', 'Sango', 'North Ndebele']\"],\n", + " ['125',\n", + " 'software developer/devops engineer 60-100% starting immediately or as per agreement',\n", + " 'Basel',\n", + " 'Colleges & Universities',\n", + " '',\n", + " '[[-2.87318110e-01 2.91789472e-01 4.31188583e-01 -8.56497586e-02\\n5.50554872e-01 -1.77667126e-01 -1.81153476e-01 4.18591142e-01\\n-1.41118765e-01 -3.14023614e-01 -1.08434513e-01 -2.64241785e-01\\n-1.60108298e-01 1.53163016e-01 6.70829564e-02 4.40282047e-01\\n3.40453863e-01 5.67928515e-02 -1.71614468e-01 3.23336720e-01\\n1.02806613e-01 -9.64196473e-02 -4.06006500e-02 7.56575286e-01\\n3.62100184e-01 1.48202516e-02 -5.53796291e-02 2.72017196e-02\\n-1.69028550e-01 -1.95795953e-01 4.24424082e-01 1.71294175e-02\\n-1.09756403e-01 -3.16664100e-01 1.61537319e-01 1.11791953e-01\\n-2.37060279e-01 -1.03546232e-02 -3.76902670e-02 1.60510525e-01\\n-5.12383103e-01 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It consists of 32 groups and 500 employees that research how molecules and cells create life, spanning the scale from atom to organism. Founded in 1971, the Biozentrum has been the birthplace of many fundamental discoveries in biology and medicine, spawning several Nobel Laureates. The Research IT technology platform is the primary contact point for scientific IT projects at the Biozentrum. We support the Biozentrum's scientists and staff with expertise, services and custom software development to facilitate research data management, analysis and collaboration. Your position We are looking for a Software Developer/DevOps Engineer with experience in web technologies who enjoys both sides of the software lifecycle coin: Developing state of the art applications as well as deploying and operating systems and services in production. In this role, you support the specific needs of the research groups and administrative units at the Biozentrum. Your responsibilities Ensuring reliable operation of our existing services within a heterogeneous service infrastructure (Linux, Windows, Citrix Hypervisor), software (application software, web servers) and databases (MySQL, PostgresSQL, MS-SQL) Software development, with an emphasis on web technologies Planning, design, transition and operation of new services. Active participation in Research IT projects, such as discussing requirements with users, developing scenarios and solutions, as well as occasional training. Your profile We are looking for an enthusiastic person with a Master's degree in Computer Science, Bioinformatics or equivalent relevant experience. You have not only proven programming skills, but also outstanding analytical and collaborative skills that you enjoy bringing to the table in cross-functional projects. You like to work in an agile academic work environment and embrace a service-oriented approach. Part of your duties is to make sure that our production services run smoothly. Furthermore, you are: Very familiar with operation of Linux/Apache/* stacks, MySQL, PostgreSQL, familiar with other setups (Windows, MS-SQL). Experience with virtualization, containers, orchestration a definite plus. Experienced with web development using at least one of the following: PHP/Zend Framework, Python/Django, other frameworks a plus. Other coding and data management experience highly welcome. Comfortable applying software development best practices (source code versioning, unit testing, continuous integration, etc.) Finally, you are motivated to acquire further skills on the job and believe in continuous improvement. Good communication skills in English are required; knowledge of German is an asset. We offer you The Biozentrum offers a cutting-edge research infrastructure, a highly international environment that provides numerous opportunities to learn more, and excellent working conditions. The position is initially for 2 years, with the possibility of permanent employment. Salary and benefits according to University of Basel standards. Application / Contact Please apply online with a CV, letter of motivation, and the name/address of three references: https://biped2.biozentrum.unibas.ch/apply/software-developer_devops-engineer The deadline for receipt of applications is 31 December 2019. Please note that only online applications will be accepted. Further information about Research IT: https://www.biozentrum.unibas.ch/researchit For specific questions, feel free to contact Michael Podvinec, PhD, Head of Research IT (michael.podvinec@unibas.ch).\",\n", + " '[\"Verbal Communication Skills\", \"Research\", \"Collaboration\", \"Infrastructure\", \"Planning\", \"Operations\", \"Reliability\", \"Positivity\"]',\n", + " '[\"Web Servers\", \"MySQL\", \"Enterprise Application Software\", \"Agility\", \"Programming (Music)\", \"Unit Testing\", \"Computer Science\", \"Zend Framework\", \"Life Sciences\", \"Data Management\", \"Citrix Systems\", \"Spawning\", \"Analytics\", \"Virtualization\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Continuity Tests\", \"Scale (Map)\", \"Activism\", \"Custom Software\", \"PostgreSQL\", \"Linux\", \"Python (Programming Language)\", \"Web Development\", \"Hostile Work Environment\", \"PHP (Scripting Language)\", \"Django (Web Framework)\", \"Operating Systems\", \"Cross-Functional Coordination\", \"Library For WWW In Perl\", \"Biology\", \"Personalization\", \"Quantum Point Contact\", \"Continuous Improvement Process\", \"Service-Oriented Modeling\", \"Clinical Data Management\", \"Finalization\", \"Software Development\", \"Windows Setup\", \"Source Codes\", \"Infrastructure Management Services\", \"Atom (Standard)\", \"Hypervisor\", \"SQL (Programming Language)\", \"DevOps\"]',\n", + " \"['English']\"],\n", + " ['87',\n", + " 'data scientist',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.54534191e-01 3.09695065e-01 5.41048110e-01 1.05600737e-01\\n6.31053805e-01 -9.09011811e-02 -5.11705875e-03 2.89422482e-01\\n1.02763269e-02 -4.79990304e-01 -8.96662623e-02 -3.00933421e-01\\n-7.81719983e-02 1.19460605e-01 2.12078169e-02 5.05458117e-01\\n3.04452479e-01 7.98590854e-02 -1.94830507e-01 2.96692193e-01\\n7.58904219e-02 -9.21158418e-02 4.65119034e-02 7.89840698e-01\\n4.76172388e-01 -1.53833088e-02 -5.28285764e-02 1.15928486e-01\\n-2.59276032e-01 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We help our clients leverage new technologies to reshape their business, invent new products or transform their organization. With a large growth every year and now over 150 employees, we're a fast growing and highly connected team. Beginning of 2016, we created together with Swisscom Entreprise the joint venture Swisscom Digital Technology SA. Operating under the Open Web Technology brand, it is our goal to become a leading provider of digital transformation consulting services for large companies in Switzerland in the Telecommunications, Banks, Insurances, Media, Healthcare and Consumer Goods industries. Learn more about us at https://www.openwt.com/ Open Web Technology has an opening for a Data Scientist that will join our Team in Zurich. You bring value out of data. You enthusiastically fetch information from various sources and analyze it for better understanding about how the business performs and build AI tools that automate certain processes within the company. You help discover the information hidden in vast amounts of data, and help making smarter decisions. The main focus will be in applying machine learning and data mining techniques, doing statistical analysis, and building high quality prediction systems integrated with our clients products or processes. What responsibilities we can offer you Select features and data to build and optimize classifiers using i) machine learning techniques ii) data mining methods Extend the project’s data with third party sources of information when needed Enhance data collection procedures to include information that is relevant for building analytic systems; Automate and integrate work-/data-flow from diverse systems. Process, cleanse, and verify the integrity of data used for analysis Apply state-of-the-art neural network/deep learning algorithms if suitable in a project context Contribute to the creation of an AI value proposition at Open Web Technology and to the acquisition of new clients thanks to a clear value proposition definition Requirements What you bring At least three years experience working as a Data Scientist in a similar environment Master degree (or ongoing Master/PhD) in one of Europe’s leading universities in one of the following fields: Statistics, Mathematics, Data Mining, Computer Science, Computational Linguistics or related Ability to learn fast, take initiative, lead oneself and work independently with minimal management direction. Able and willing to acquire new skills Above-average communication and analytical skills. Independent resolution of complex tasks Dynamic, dedicated and a demanding team player Solid understanding of the main machine learning methods (supervised and unsupervised learning), and optimization techniques. Experience with data visualisation tools, such as ggplot, tableau, etc... Proficiency in using SQL databases such as MySQL, Microsoft SQL, MariaDB, etc… Experience with NoSQL databases such as MongoDB, Cassandra, etc… Experience in text analytics and Natural Language Processing (text classification, NER, topics mining, sentiment analysis) Understanding of state-of-the-art deep learning techniques. Experience working with one or more frameworks such as TensorFlow, Torch, Caffe, Theano, Keras etc. Fluency in English and preferably also in German, French or Italian Benefits Why work at Open Web Technology? Why join Open Web Technology? From your first day, you will actively contribute to the digitalization of Switzerland by serving local and global companies. From digital strategy to complex software engineering, you will help our clients reshape their business, invent new products and transform their organization using the latest technologies. You will take part in every step of our clients' digital journey and work for industries including finance, healthcare, telecommunication, media and many others. More than the diverse projects you will be part of, becoming an Openwebber will make you feel valued, stimulated and encouraged in a passionate, focused and creative team. Can we spark your interest? We look forward to receiving your application!\",\n", + " '[\"Analytical Skills\", \"Decisiveness\", \"Management\", \"Supervision\", \"Communications\", \"Operations\", \"Integration\", \"Creativity\", \"Sourcing\", \"Consulting\"]',\n", + " '[\"Automation\", \"MySQL\", \"Sentiment Analysis\", \"Tooling\", \"Tableau (Business Intelligence Software)\", \"NoSQL\", \"Apache Cassandra\", \"Hyper SQL Database (HSQLDB)\", \"Natural Language Processing\", \"Theano (Software)\", \"Computer Science\", \"Analytics\", \"Statistics\", \"Machine Learning\", \"Branding\", \"Process Automation Systems\", \"Industrialization\", \"Mathematical Statistics\", \"Value Propositions\", \"Activism\", \"Open Web\", \"Component Object Model (COM)\", \"Digital Transformation\", \"Systems Integration\", \"MariaDB\", \"Keras (Neural Network Library)\", \"Quality Management Systems\", \"Software Engineering\", \"Data-Flow Analysis\", \"Machine Learning Methods\", \"Computational Linguistics\", \"Digital Technology\", \"Library For WWW In Perl\", \"Finance\", \"Digitization\", \"Bank Insurance Model (BIM)\", \"TensorFlow\", \"Deep Learning\", \"Data Mining\", \"Java Data Mining\", \"Receivables\", \"Consumer Packaged Goods\", \"Recurrent Neural Network (RNN)\", \"Text Classification\", \"Algorithms\", \"Data Collection\", \"Microsoft SQL Servers\", \"New Product Development\", \"Telecommunications\", \"Unsupervised Learning\", \"Feature Selection\", \"Joint Ventures\", \"Text Processing\", \"Integrated Delivery Systems\"]',\n", + " \"['English', 'Afar', 'Dhivehi', 'German']\"],\n", + " ['75',\n", + " 'software development engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.79381236e-01 4.31842625e-01 4.21524853e-01 -1.84562564e-01\\n3.95667464e-01 -3.09906304e-01 1.97623298e-01 3.77338082e-01\\n1.27400765e-02 -2.72101939e-01 -1.95142567e-01 -2.68955827e-01\\n-4.83425856e-02 -8.01442564e-02 1.36897191e-01 2.88511634e-01\\n3.76314700e-01 3.22485133e-03 -1.52682453e-01 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-1.26045272e-01\\n-2.89455980e-01 -3.58097434e-01 -6.14213273e-02 8.90231282e-02]]',\n", + " 'Job Informationen Required skills: - University degree in computer science or related subject - Relevant work experience in application development - Experience programming in C/C++ required, Python advantageous - English is our main language, further languages advantageous - German is a must - Motivation and drive to work in a team Your role and responsibilities: - Join our software development team to develop the Software driving our cutting-edge special technology. - Application development in C/C++ and Python - Structuring and architecting of software modules - Embedded programming Benötigte Skills Embedded SW Python C C++ Englisch',\n", + " '[\"\"]',\n", + " '[\"Application Development\", \"Software Modules\", \"C++ (Programming Language)\", \"Software Development\", \"Programming (Music)\", \"Python (Programming Language)\", \"Computer Science\", \"Embedding\"]',\n", + " \"['English', 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projects - Assemble large, complex data sets that meet functional / non-functional business requirements - Identify, design, and implement internal process improvements: automating manual processes, optimizing data delivery, re-designing infrastructure for greater scalability, etc. - Setup the infrastructure required for optimal extraction, transformation, and loading of data from a wide variety of data sources using SQL and no-SQL ‘big data’ technologies - Create data tools for analytics and data scientist team members that assist them in building and optimizing our product into an innovative industry leader - Work with data and analytics experts to strive for greater functionality in our data systems - Working closely with Engineering Teams to ensure tracking quality and data accuracy and integrity - Set data standards and clearly define the range of acceptable values and attributes for data - Develop and maintain a data inventory and contribute to the centrally maintained data inventory - Implement data retention requirements consistent with legal or company policies Required Skills: - B.S. or Master in IT (Specialisation in Data/Big Data Systems preferred), Mathematics, Statistics or similar quantitative field - 3 years plus experience in Big Data processing with good awareness of latest cloud based solutions - 3 years plus experience with major ETL tools, data integration and manipulation - Functional Java development (Scala is a plus) - Experience with Google Analytics and Google Big Query - SQL and Database Development (MS SQL Server is a plus) - Open minded for new technologies - Creative and innovative team player - Fluent in English and German Benötigte Skills Englisch SQL SQL Server ETL Google Analytics NoSQL Test',\n", + " '[\"Innovation\", \"Infrastructure\", \"Creativity\", \"Integration\"]',\n", + " '[\"Automation\", \"Tooling\", \"Data Encryption Standard\", \"NoSQL\", \"Google Analytics\", \"Java Development Tools\", \"Collections\", \"Data Retention\", \"Analytics\", \"Pentaho Data Integration\", \"Database Development\", \"Data Integration\", \"Industrialization\", \"Process Improvements\", \"Scala (Programming Language)\", \"SQL (Programming Language)\", \"Maintainability\", \"Tracking (Commercial Airline Flight)\", \"Data System\", \"Extract Transform Load (ETL)\", \"Process Optimization\", \"Minimum Data Set\", \"Business Requirements\", \"Project-Based Solutions\", \"Scalability\", \"Big Data\", \"Cross-Functional Team Leadership\", \"Transformation (Genetics)\", \"SQL Server Reporting Services\", \"Software Development\", \"Amazon Data Pipeline\", \"Microsoft SQL Servers\", \"Data-Flow Analysis\", \"B (Programming Language)\", \"Source Data\"]',\n", + " \"['English']\"],\n", + " ['75',\n", + " 'etl/data management engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.82886654e-01 2.94222355e-01 4.60425436e-01 8.91190618e-02\\n5.80254436e-01 -1.22408994e-01 -2.27416074e-03 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2.11542517e-01\\n1.95739999e-01 -1.32849231e-01 -3.22134405e-01 -2.83049375e-01\\n-2.95024723e-01 -1.34278312e-01 1.27348751e-01 -8.67331624e-02\\n2.76996523e-01 -2.31331080e-01 -8.70255977e-02 -2.02845186e-01\\n-1.96796685e-01 -4.12543774e-01 -8.97406414e-02 9.64909419e-02]]',\n", + " \"Job Informationen Key responsibilities: - Technical ownership of our's ETL processes, Master Data Management and Infomatica PowerCenter application - Design and development of backend data integration - Act as SME with third parties providing design, development and support services - Integrate with the existing middleware, data sources and the bank’s DWH solution - Build and improve data integration architecture and drive simplification - Provide change and project support for initiatives related to backend data integration - Liaise with business stakeholders and data owners of respective systems - Liaise with production support and operations teams for the all ETL flows Your profile: - Experience with ETL tools such as Infomatica PowerCenter, or similar - Advanced knowledge of PL/SQL, and different database technologies is a plus - Experience with Application Lifecycle Management - Deep knowledge of data types, data architecture disciplines and MDM concepts - Knowledge of Data infrastructure and migration principles in theory and practice - Solid experience with data modeling and database design for operational as well as analytical systems - Experience with different integration patterns, batch, online, asynchronous, etc. - Basic knowledge of both Windows and Linux operating systems and shell scripting - Working proficiency in development toolsets, e.g. Eclipse or similar - Proficiency in one or more general purpose programming languages understanding of software skills such as -business analysis, development, maintenance and software improvement - Experience in Data Warehousing environment, experience in handling large volume of data is a plus - Ability to work and technically coordinate with 3rd party vendors (both onsite and offshore) - Work experience in financial or banking industry is a plus - Team player with good communication skills and an open style to provide transparency to management - ITIL 3.0 foundation certification - English and german spoken and written Benötigte Skills Englisch ITIL Banken / Finanzgesellschaften Datawarehouse Eclipse W2008 W2012 Linux Shell-Scripts PL/SQL ETL\",\n", + " '[\"Coordinating\", \"Verbal Communication Skills\", \"Operations\", \"Integration\"]',\n", + " '[\"PL/SQL\", \"Tooling\", \"KM Programming Language\", \"Shell Script\", \"Joint Application Design (JAD)\", \"Application Lifecycle Management\", \"Data Modeling\", \"Pentaho Data Integration\", \"Analytics\", \"Middleware\", \"Operating System Development\", \"Data Integration\", \"Industrialization\", \"Data Warehousing\", \"Offshoring\", \"ITIL Security Management\", \"Apex Data Loader\", \"Linux\", \"E (Programming Language)\", \"Eclipse (Software)\", \"Extract Transform Load (ETL)\", \"Database Design\", \"Academic Support Services\", \"Lifecycle Management\", \"Natural Language Understanding\", \"Production Support\", \"Business Analysis\", \"Clinical Data Management\", \"Data Infrastructure\", \"Transparency (Human-Computer Interaction)\", \"Process Safety Management\", \"Banking\", \"Custom Backend\", \"Acceptance and Commitment Therapy (ACT)\", \"Source Data\"]',\n", + " \"['English', 'Albanian']\"],\n", + " ['84',\n", + " 'software engineer .net / c#',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-9.92792398e-02 3.02440435e-01 2.93507308e-01 -1.08191818e-01\\n5.06818295e-01 -1.45451322e-01 -2.83627659e-02 4.52165246e-01\\n-9.99013036e-02 -4.81435567e-01 -4.60295333e-03 -2.95293808e-01\\n5.45937829e-02 9.21726972e-02 -1.24952262e-02 4.09118265e-01\\n3.21383029e-01 9.80194211e-02 -1.50388926e-01 3.37944984e-01\\n1.17071971e-01 -9.27732289e-02 1.34574592e-01 7.16347098e-01\\n3.26944977e-01 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-1.00600451e-01]]',\n", + " 'About our client Our client is a Swiss medtech company with technologies and ideas that look at functional movement therapy from a completely different angle. Because they enable independent exercise and create maximum motivation, because they challenge people to take courage and support their hopes with personal achievements. Your responsibilities You take a significant part in the creation of the software architecture of our client Work in multidisciplinary projects with the internal departments Mechanical and Electrical Engineering, Technical Projects, Product Management as well as the Service and Manufacturing departments focuses the development of our therapy devices in particular on clinical application and usability aspects Your profile You got a bachelor in Computer Science good knowledge of the .NET platform, including C#, WPF and WCF understanding of relational and non-relational databases some years of experience with Software Architecture, Service Oriented Design and Software development processes experience in Version Control Systems and Application Lifecycle Management very good English skills, German skills are a plus Your chance Interested? Please do not hesitate to find out more about this unique opportunity and send your complete application file to jobs@oneagency.ch. Ort: Zürich Spezialisierung:Sprachen: Job ID: 486',\n", + " '[\"\"]',\n", + " '[\"Control Systems\", \"Usability\", \"Relational Databases\", \"Software Development\", \"Version Control\", \"Electrical Engineering\", \"C# (Programming Language)\", \"Product Management\", \"Software Architecture\", \"Computer Science\", \"Application Lifecycle Management\", \"Personalization\", \"Wcf 4\", \"Service-Oriented Modeling\", \"Lifecycle Management\", \"Mechanicals\"]',\n", + " \"['English', 'Japanese', 'Bislama', 'Guarani']\"],\n", + " ['100',\n", + " 'machine learning software engineer',\n", + " 'Zürich',\n", + " 'Research & Development',\n", + " '',\n", + " '[[-3.22625816e-01 3.33112717e-01 4.52924252e-01 3.52539010e-02\\n5.47838271e-01 -2.28002280e-01 -4.55991998e-02 3.76447380e-01\\n-8.65315795e-02 -3.89616251e-01 -1.97276026e-01 -2.42429733e-01\\n-6.10692427e-02 6.09999672e-02 1.51485503e-01 4.84913617e-01\\n2.86018014e-01 5.01429364e-02 -1.70546263e-01 4.25948262e-01\\n1.52440473e-01 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-3.33761066e-01 -6.11328445e-02 -5.82180917e-04]]',\n", + " 'Zurich | HeadquartersStampfenbachstrasse 42 + 41 43 300 54 40 contact@reprisk.com 8006 Zurich, Switzerland www.reprisk.com Machine Learning Software Engineer (Python) Full time position in Zürich, Switzerland Starting date: by agreement About RepRisk Founded in 1998 and headquartered in Switzerland, RepRisk is a pioneer in ESG data science that leverages AI technology and human intelligence to systematically analyze public information and largest and most comprehensive due diligence database on ESG and business conduct risks, with expertise in 20 languages and coverage of 130,000+ public and private companies and 30,000+ corporations have trusted RepRisk for due diligence and risk management across their operations, business relationships, and investments. Learn more at www.reprisk.com and follow on Twitter: www.twitter.com/reprisk. Job Description As a Machine Learning Software Engineer you will be involved in all aspects of the machine learning application development process within RepRisk, including design, implementation and operation. The role will primarily involve development and maintenance of data processing and language analysis solutions, mainly written in Python. There will be frequent opportunities to work on a broad range of technologies from data processing and integration, machine learning and NLP, databases (SQL) to deployment and operation on a Unix environment. You will benefit from working with an experienced team that will offer support and the scope to greatly enhance your technical skills and knowledge and you will profit from an agile development ecosystem using state-of-the-art open-source technologies. We want someone who is keen to contribute ideas, thrives in a rapid development environment, and who can consistently bring innovative solutions to problems. The position reports to the Vice President of Operations Technology. Responsibilities Design, implement, deploy and maintain machine learning algorithms and infrastructure, from training to prediction Public RepRisk AG, October 2019 Create and maintain technical documentation Software testing and quality assurance Evaluate and identify new technologies Candidate Profile mathematics, statistics, or another relevant discipline with a strong foundation in quantiative methods, modeling, and machine learning/AI (or equivalent experience) Extracurricular projects and experiences that demonstrate your interest in data analysis/machine learning and/or software design and implementation Ability to manage large datasets and advanced experience in the corresponding software packages and programming languages (strong skills in Python and SQL are a requirement) Experience working with Docker, web servers and RESTful applications, as well as having familiarity with continuous integration and deployment (CI/CD). Knowledge of Django REST Framework is an advantage. Strong interest in real-world problems and analytical skills to come up with workable solutions A team player who loves to work in a highly diverse team and across functions and geographies You are reliable, curious, open-minded and goal oriented, while striving to deliver operational excellence and superior quality. What We Offer technology with respect to ESG risks in investments An entrepreneurial, international and young work environment A shared mission to drive accountability and responsible behavior of companies, thus creating positive change Long-term employment opportunity at a growing global company Please note that we consider only candidates with valid working permits or passport holders. Public RepRisk AG, October 2019',\n", + " '[\"Analytical Skills\", \"Business Operations\", \"Goal Oriented\", \"Infrastructure\", \"Accountability\", \"Operations\", \"Reliability\", \"Integration\", \"Innovation\", \"Quality Assurance\", \"Positivity\"]',\n", + " '[\"Application Development\", \"Web Servers\", \"Managing Large Accounts\", \"KM Programming Language\", \"Hyper SQL Database (HSQLDB)\", \"Development Environment\", \"Prediction\", \"Machine Learning\", \"Continuous Integration\", \"Mathematical Statistics\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Business Relationship Management\", \"Maintainability\", \"Dataset\", \"Hostile Work Environment\", \"Software Engineering\", \"Investments\", \"Django (Web Framework)\", \"Machine Learning Methods\", \"Open Source Technology\", \"Data Science\", \"Risk Management\", \"Docker (Software)\", \"Library For WWW In Perl\", \"Machine Learning Algorithms\", \"Due Diligence\", \"Human Intelligence\", \"Electronic Data Processing\", \"Operational Excellence\", \"Technical Documentation\", \"Agile Product Development\", \"Information Technology Operations\", \"Software Design\", \"Software Testing\", \"Algorithms\", \"Unix\", \"Job Descriptions\", \"Long-Term Potentiation\", \"SQL (Programming Language)\", \"Data Analysis\"]',\n", + " \"['English', 'Chuang', 'Interlingua', 'Galician']\"],\n", + " ['84',\n", + " 'data analyst',\n", + " 'Saint-Saphorin',\n", + " 'Industrial Manufacturing',\n", + " '',\n", + " '[[-2.78203219e-01 4.10573363e-01 4.10321146e-01 1.62926480e-01\\n6.37564957e-01 -1.82331160e-01 -1.96976494e-02 6.03502728e-02\\n-5.61458431e-02 -2.84735233e-01 -1.58002272e-01 -3.46834332e-01\\n-1.93006232e-01 1.97205082e-01 1.73208825e-02 5.19698143e-01\\n1.69379979e-01 5.34561425e-02 5.66546768e-02 3.60202432e-01\\n4.63851467e-02 -2.11752445e-01 -2.43558854e-01 5.47986507e-01\\n4.20476973e-01 -8.22397023e-02 -1.00505307e-01 1.23134471e-01\\n-3.57691407e-01 -2.44689330e-01 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quality standards and governance processes Implement and enforce Data Quality Management practices across Research including metadata, lineage, data access rights and business definitions Perform root cause analysis on critical data quality issues, work with technology and SMEs on defining a solution and help implement the solution Design and report on data quality and usage metrics Complete large scale data analysis, document findings and reconcile across data stores Support the data analysis required to place data into a shared platform for consumption by others, requiring detailed reviews with the business owners and identify the use of data and understand calculations and derivations Partner with technology to understand where data already exists in the shared platform and ensure that data is not duplicated Explore and evaluate new concepts, technologies and industry trends related to data analytics We are looking for someone with the following experience Experience in data quality management Experience with using data profiling tools to query the data, identify anomalies, gaps and issues Experience manipulating and analyzing large-scale data sets, performing root cause analysis, driving data and business requirements Experience in scripting (Python, Perl, JavaScript, Shell) Experience working BI reporting tools is a plus General awareness of data management practices, emerging trends, and issues',\n", + " '[\"Research\", \"Governance\"]',\n", + " '[\"Quality Management\", \"Data Quality\", \"Tooling\", \"Accessioning\", \"Perl (Programming Language)\", \"Metadata\", \"Analytics\", \"Data Profiling\", \"Law Practice Management\", \"Industrialization\", \"Scale (Map)\", \"Calculations\", \"Python (Programming Language)\", \"Root Cause Analysis\", \"Business Requirements\", \"Enforcement\", \"JavaScript (Programming Language)\", \"Survey Data Analysis\", \"Requirements Analysis\", \"Solution Design\", \"Scripting\", \"Operational Data Store\", \"Derivatives\", \"Data Analysis\", \"Reporting Tools\"]',\n", + " \"['English', 'Bosnian', 'Indonesian', 'Sinhalese']\"],\n", + " ['145',\n", + " 'c++ back end software engineer',\n", + " 'Zürich',\n", + " 'Aerospace & Defence',\n", + " 'www.veritystudios.com',\n", + " '[[-2.05985904e-01 3.63334298e-01 3.98180604e-01 7.37345889e-02\\n6.12776875e-01 -1.37464389e-01 -5.66377267e-02 2.55230784e-01\\n7.42716938e-02 -3.34895611e-01 -7.98960216e-03 -3.96854490e-01\\n-8.38371068e-02 1.38850421e-01 8.63480121e-02 5.18396437e-01\\n1.43955186e-01 7.12292120e-02 -2.42769927e-01 4.73550498e-01\\n4.60687205e-02 -1.24515496e-01 1.94112062e-01 7.60677397e-01\\n3.29556614e-01 2.42234170e-02 -1.37974501e-01 -7.10776448e-02\\n-2.13933125e-01 -5.19141406e-02 4.58962619e-01 6.75563216e-02\\n-1.07235275e-01 -5.70448339e-01 1.12456426e-01 1.05927154e-01\\n-2.50869185e-01 -1.11949027e-01 -1.29622042e-01 1.66764438e-01\\n-6.19513690e-01 -3.82298768e-01 -1.60045493e-02 -8.34970325e-02\\n-2.54685223e-01 -2.79926658e-01 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Designing software back ends for drone systems requires addressing new and challenging problems such as: (a) defining robust and reliable communication protocols to interact with embedded devices (both on wired and wireless connections), (b) implementing components to retrieve, store, and process significant amount of data in an efficient and responsive fashion, and (c) designing algorithms to easily and safely coordinate the operation of hundreds of drones and other system components. Our software team works on a multitude of challenging and interesting tasks, such as implementing drivers for proprietary embedded platform, defining robust and efficient communication protocols, designing algorithms to retrieve, process, and analyze significant amount of data, and implementing graphical user interfaces for control stations. Verity is the global leader in autonomous indoor drone systems and a leading provider of drone failsafe technology. Founded in 2014, Verity's drones have completed more than 150,000 autonomous flights safely above people, in more than 100 facilities in 20 countries worldwide. Its systems also enable the deployment of dynamic sensors and other payloads anywhere in commercial and industrial facilities. Verity's drones have been used by some of the world's biggest names in entertainment, including Cirque du Soleil and Madison Square Garden, and in global tours of major artists including Drake and Metallica. We are entrepreneurs, engineers, artists, professionals, mathematicians, and designers; all working as one. Do you want to join a fast-moving start-up where your contributions will make a difference? Then join us! Responsibilities. Design and develop robust and efficient solutions for advanced robotic systems Participate in all the stages of the development process, including requirements gathering, design, implementation, testing, review, documentation, and deploymentInteract with other engineering teams to define and review design documentsCooperate with control engineers to design protocols to interact with robotic systems in order to send commands and collect feedback dataCooperate with embedded engineers to understand the constraints of embedded platforms and design smart and reliable embedded applicationsInteract with front end engineers to define the interfaces between back ends and front endsDesign general purpose libraries that can be used across Verity's code base Qualifications. University degree in a relevant field Proven track record in designing and developing industrial-grade software Solid knowledge of software engineering principles In-depth understanding of algorithms and data structures Experience with database design and handling large amount of data is a plus Experience with distributed systems is a plusGood written and spoken English language skillsExcellent knowledge of C++ and STLFamiliar with GDB and other debugging and program analysis toolsKnowledge of libraries such as Boost and Qt and is a plusExperience in Python, C and modern C++ is a plusExperience with PCB schematics and digital communication interfaces (e.g. SPI, CAN, I2C) is a plusTeam player and self-drivenCreative approach to problem solving Benefits. Work in an interdisciplinary, highly-skilled teamCreate ground-breaking systems, used by some of the world's most prominent stage productionsShape the culture and have a significant impact in a rapidly growing young company \",\n", + " '[\"Professionalism\", \"Coordinating\", \"Problem Solving\", \"Operations\", \"Reliability\"]',\n", + " '[\"Distributed File Systems\", \"Control Engineering\", \"System Requirements\", \"Interactivity\", \"Boost (C++ Libraries)\", \"Collections\", \"Digital Communications\", \"Repository Protocol Design\", \"Staging\", \"Industrialization\", \"C++ (Programming Language)\", \"Software Quality Management\", \"Python (Programming Language)\", \"Track (Rail Transport)\", \"E (Programming Language)\", \"Library\", \"Embedding\", \"Program Analysis\", \"Process Driven Development\", \"Database Design\", \"Software Engineering\", \"C (Programming Language)\", \"Robotics\", \"Qt (Software)\", \"Sage SAFE X3\", \"Payloads\", \"Autodesk Design Review\", \"Graphical User Interface\", \"Data Structures\", \"Systems Design\", \"Front End (Software Engineering)\", \"Back End (Software Engineering)\", \"Algorithms\", \"Communications Protocols\", \"Gardening\", \"Algorithm Design\", \"Public Address Systems\", \"Commercialization\", \"B (Programming Language)\", \"User Interface\", \"Debugging\", \"Documentation Based Coding\", \"Controllability\"]',\n", + " \"['English', 'Central Khmer', 'Bambara']\"],\n", + " ['75',\n", + " 'big data software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.18385294e-01 2.41720304e-01 4.27476227e-01 4.64398712e-02\\n5.47994494e-01 -1.58546939e-01 -9.34150666e-02 3.12510848e-01\\n-8.11205059e-03 -3.97926003e-01 4.04934911e-03 -2.48615384e-01\\n-1.95413619e-01 -2.90917847e-02 1.50212198e-01 2.65932232e-01\\n3.02032858e-01 1.08343944e-01 -1.30830914e-01 3.85242850e-01\\n8.88484642e-02 1.43046454e-02 -5.57380319e-02 6.30390584e-01\\n4.04154301e-01 -1.88813321e-02 -1.24087185e-01 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Informationen Your Tasks: - Build, scale and maintain solutions based on Hadoop and/or other NoSQL systems - Write and tune complex near-real-time and batch data pipelines with Spark or Java MapReduce - Explore available technologies to provide business support to our clients - Work closely with customers and other stakeholders in an agile environment Your Profile: - Bachelor or Master in Computer Science / Information Management or related field - Proficient in OOP (Java) and FP (Scala, Clojure), willing to learn new programing languages - Experience in Big Data technologies (Hadoop, Spark, Kafka, HBase) - Knowledge of real-time processing systems like Storm, Spark Streaming or others - Knowledge and experience in agile software development - Superb problem-solving skills - You are a proactive team player with the ability to work independently and accurately in interdisciplinary projects - Knowledge of data structures and algorithms for Big Data, Machine Learning is a plus - Very good skills in German and English, French would be an asset Benötigte Skills OO-Design / Analyse JAVA Scala',\n", + " '[\"Proactivity\", \"Problem Solving\"]',\n", + " '[\"Real Time Data\", \"Business Support Systems\", \"NoSQL\", \"Agility\", \"Computer Science\", \"Spark Streaming\", \"Scale (Map)\", \"Scala (Programming Language)\", \"MapReduce\", \"Maintainability\", \"Real Time Systems\", \"Transaction Processing Systems\", \"Machine Learning Methods\", \"Agile Software Development\", \"Clojure\", \"Project-Based Solutions\", \"Information Management\", \"Big Data\", \"Data Structures\", \"Software Development\", \"Algorithms\", \"Apache HBase\", \"Amazon Data Pipeline\", \"Writing Systems\", \"Java (Programming Language)\", \"Object-Oriented Programming (OOP)\"]',\n", + " \"['English', 'Macedonian', 'Kalaallisut', 'Tswana', 'Macedonian']\"],\n", + " ['146',\n", + " 'data entry analyst persian mother tongue',\n", + " 'Lugano',\n", + " '',\n", + " '',\n", + " '[[-2.33808860e-01 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'[\"Customer Acquisition Management\", \"Economics\", \"Banking\", \"Activism\", \"Configuration Management Databases\", \"Data.table\", \"Levelling\", \"Commercialization\", \"Clinical Data Management\"]',\n", + " \"['English', 'Quechua', 'Ewe', 'Latin', 'Haitian Creole']\"],\n", + " ['84',\n", + " '80-100 % big data engineer',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-2.81682283e-01 1.87439248e-01 3.78687590e-01 -9.20532122e-02\\n4.65552360e-01 -1.86292648e-01 -1.03126965e-01 4.09185469e-01\\n-9.91664678e-02 -3.44218522e-01 -9.42712277e-02 -3.13977182e-01\\n-8.13111141e-02 -2.09418163e-02 7.14641884e-02 3.62932414e-01\\n2.88181782e-01 1.17923304e-01 -2.05840036e-01 3.03905725e-01\\n1.28349602e-01 1.06518343e-02 1.84759889e-02 7.04880357e-01\\n3.96651596e-01 -3.75896245e-02 -6.79190233e-02 2.37256270e-02\\n-1.52573973e-01 -2.66867161e-01 3.65560502e-01 5.41643500e-02\\n-1.01666622e-01 -2.88677394e-01 4.81687151e-02 9.30703580e-02\\n-1.49658442e-01 3.65504473e-02 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Your responsibilities Your tasks will vary from data science (10–20%) through Big Data engineering (50%) to DevOps (30–40%). You work in an international team with huge cultural diversity and a strong focus on monetizing telco data, primarily for making Switzerland run better. You interact with data scientists, Big Data engineers, DevOps as well as product owners and business developers. Your profile MSc or PhD in Computer Science or related field Highly experienced with Kafka, HDP, Spark (streaming including), Elasticsearch, Cassandra, Play Very good knowledge of FP (Scala) and good knowledge of OOP (Java); know-how of JavaScript & AngularJS is highly welcome Solid understanding of data structures and algorithms, experience in agile/lean development of scalable solutions Knowledge and hands-on experience of CI/CD, specifically Jenkins, Ansible, Oozie, etc. Ideally, experience in creating self-healing systems Fluent in English, German/French is an asset Your chance Are you interested? Then apply now! Ort: Zürich Spezialisierung: System Engineering/Administration Sprachen: Deutsch Englisch Französisch Job ID: 1341',\n", + " '[\"Communications\"]',\n", + " '[\"Jenkins\", \"Agility\", \"Systems Engineering\", \"Interactivity\", \"Computer Science\", \"Spark Streaming\", \"Data Engineering\", \"Scala (Programming Language)\", \"Apache Oozie\", \"Idealization\", \"Healing\", \"Lean Product Development\", \"Data Science\", \"JavaScript (Programming Language)\", \"Scalability\", \"Big Data\", \"Cultural Diversity\", \"Data Structures\", \"Ansible\", \"Algorithms\", \"Business Development\", \"DevOps\"]',\n", + " \"['English', 'Latvian', 'Swedish', 'Vietnamese', 'Malayalam']\"],\n", + " ['122',\n", + " 'application scientist, chemical ionization mass spectrometry',\n", + " 'Thun',\n", + " '',\n", + " '',\n", + " '[[-3.22071165e-01 3.35994661e-01 4.83776540e-01 -6.40972853e-02\\n6.11253023e-01 -7.13514015e-02 -1.14054918e-01 1.98036522e-01\\n1.12699583e-01 -2.06944034e-01 -1.58244222e-01 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-1.95871115e-01 -2.87681282e-01 -4.21056271e-01\\n-1.87379614e-01 -2.11080045e-01 -1.12561956e-01 -5.73445633e-02\\n1.99748904e-01 -3.09953570e-01 -2.45363235e-01 -4.99587715e-01\\n8.14421773e-02 -2.94173717e-01 -3.18146124e-03 -3.42493095e-02]]',\n", + " 'Headquartered in Thun, Switzerland, TOFWERK aims to bring the advantages of our time-of-flight technology to new markets and applications. With team members in Switzerland, Germany, China and the United States, we offer a family of end-user research products and custom instrument designs for OEM partners and research laboratories. TOFWERK is seeking an analytical scientist to develop and demonstrate new applications of our chemical ionization (CI) time-of-flight mass spectrometers (TOFMS), with emphasis on the Vocus PTR-TOF. The scientist will work within our Applications Department in support of our Vocus PTR-TOF and API-TOF product teams. He/she will be independently tasked with increasing the breadth and quality of analyses based on these instruments. The scientist will be active in relevant scientific communities in order to stay updated on trends and advances and to engage potential customers and collaborators. As the company’s expert on CI-TOFMS applications, he/she will communicate the capabilities of TOFWERK technology to prospective customers; lead product demonstrations; represent TOFWERK at international scientific meetings; support the Marketing Department in the production of technical promotional material; and formally present data in conference presentations, research reports, application notes, and peer-reviewed publications. He/she will work with other members of the Applications Department to ensure that all analyses at TOFWERK utilize the best available methods and technology. Based on his/her knowledge of the field and use of TOFWERK technology, the application scientist will provide suggestions and feedback to the Software and R&D Departments regarding potential short- and long-term product improvements and developments. Requirements PhD in Analytical Chemistry or related field 4+ years of experience using mass spectrometry for applied research or sample analysis, including method development Ability to work independently in the laboratory, including: experiment design, sample preparation, operation of scientific equipment, and data interpretation Strong background in data analysis, including statistics and spectral interpretation Interest in interacting with customers and prospective customers Confident and effective communicator Willingness to travel up to 30% per year for scientific conferences and customer site visits at European and international locations Fluency in English Desirable Experience and Expertise Use of any of the following: PTR-MS, chemical ionization MS, TOFMS, real-time trace gas analyzers Expertise in any of the following fields: biogenic VOCs, forensics, fragrances, flavors, breath analysis, atmospheric science Experience running and characterizing prototype scientific equipment Familiarity with any of the following: high vacuum systems, ion optics, ion-molecule reaction chemistry Competence in laboratory electronics and use of diagnostic equipment We Offer Exciting projects in state-of-the-art mass spectrometry An open culture that encourages new ideas A creative international team Flexible work times A bright, spacious workplace on the river in beautiful Thun We look forward to receiving your application at jobs@tofwerk.com. Please send all attachments in pdf format.',\n", + " '[\"Research\", \"Collaboration\", \"Communications\", \"Operations\", \"Presentations\", \"Creativity\"]',\n", + " '[\"Real Time Data\", \"Product Demonstration\", \"Chemical Ionization\", \"Research Reports\", \"Sample Preparation\", \"Data Presentation\", \"Interactivity\", \"Analytics\", \"Statistics\", \"Vienna Development Methods\", \"Prototype (Manufacturing)\", \"Spectrometer\", \"Activism\", \"Mass Spectrometry\", \"Analytical Chemistry\", \"Instrumentation\", \"Vacuum Systems\", \"Productivity Improvement\", \"IText (Free PDF Software)\", \"Atmospheric Sciences\", \"Electronics\", \"Optics\", \"Survey Data Analysis\", \"Applied Research\", \"Receivables\", \"Chemistry\", \"Sample Analysis\", \"Experience Design\", \"Sampling Design\", \"Residual Gas Analyzer\", \"Peer Review\", \"Application Notes\", \"Long-Term Potentiation\", \"User Research\", \"Application Programming Interface (API)\", \"Integrated Product Team\"]',\n", + " \"['English']\"],\n", + " ['39',\n", + " 'software engineer (.net)',\n", + " 'Lausanne',\n", + " 'IT Services',\n", + " '',\n", + " '[[-2.56080568e-01 1.93148911e-01 3.77408177e-01 -8.65293667e-02\\n4.31363791e-01 -1.94448575e-01 -1.35949090e-01 4.80250478e-01\\n-3.45974974e-02 -4.28468257e-01 -9.70795155e-02 -2.07912594e-01\\n2.34848745e-02 1.22925222e-01 2.32433602e-01 3.10243011e-01\\n2.81564325e-01 1.33661211e-01 -1.13380089e-01 1.84315562e-01\\n5.61748743e-02 -7.47088343e-02 -6.18350506e-02 6.84396029e-01\\n2.39262298e-01 5.85483201e-02 -3.16057261e-03 -9.37680621e-03\\n-1.32458270e-01 -2.45531991e-01 2.95273215e-01 2.14479044e-02\\n-1.52680144e-01 -2.81649560e-01 1.40669569e-01 7.41659030e-02\\n-1.84494108e-01 1.59350157e-01 -1.13644488e-01 8.25644508e-02\\n-4.75046158e-01 -1.63162991e-01 1.45551771e-01 5.88020682e-02\\n-1.90932542e-01 -2.93273717e-01 7.74823725e-02 -8.84056184e-03\\n1.45265773e-01 1.09058304e-03 -5.37427425e-01 2.79565901e-01\\n-3.48685563e-01 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You’ll work with business analysts, partners and customers to design reliable, secure and highly efficient systems You’ll work on technical components and participate to code review You’ll be actively involved in the complete project lifecycle, from requirements analysis to final delivery and will cover activities from the tender phase up to support of our solutions. What we offer A challenging and professional working environment in a dynamic team with extensive expertise Exciting projects with latest technologies An organization with flat hierarchies and collaborations across business departments Close contact with customers from various industries Promoting environment with an attractive prospect for your professional and personal development About your profile You hold a MSc or BSc from a leading university or institute of technology. You have minimum 2 years of experience in Microsoft technologies (.NET, WPF, ASP.NET MVC, WCF and RESTful API) Excellent knowledge of relational databases (SQL Server or Oracle) and on object-relational mapping tools (Entity Framework, NHibernate) Good knowledge of web frameworks (Angular JS, Knockout JS or Kendo UI) Experience in automated testing frameworks and continuous integration tools You are fluent in French and English. A level of B2 in German is necessary for this role.',\n", + " '[\"Collaboration\", \"Reliability\", \"Professionalism\"]',\n", + " '[\"MSC Software\", \"Knockout.js\", \"Tooling\", \"ASP.NET\", \"NHibernate\", \"Kendo UI (User Interface Framework)\", \"Web Frameworks\", \"Automated Testing Framework\", \"Continuous Integration\", \"Industrialization\", \"Tenderizing\", \"Activism\", \"Levelling\", \"Object-Relational Mapping\", \"Entity Framework\", \"Wcf 4\", \"Phase (Waves)\", \"Code Review\", \"Finalization\", \"Angular (Web Framework)\", \"Relational Databases\", \"Requirements Analysis\", \"Personality Development\", \"Microsoft SQL Servers\", \"RESTful API\"]',\n", + " \"['English', 'Tajik', 'Southern Sotho']\"],\n", + " ['95',\n", + " 'software engineer python',\n", + " 'Zürich',\n", + " 'Investment Banking & Asset Management',\n", + " '',\n", + " '[[-1.66524321e-01 2.36480415e-01 4.88435745e-01 5.09883910e-02\\n4.25920516e-01 -6.75612763e-02 -4.10967097e-02 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Develop tools for our internal teams (sales, support, operations, finance) to more efficiently run the business, and work closely with our mobile and UI-focused team members to integrate their front-ends with our backend services. Continuously improve and maintain systems to ensure we have high performance, up-time, and strong security in place. WHAT WE OFFER: AI leader: we offer a position at the top of the food chain when it comes to artificial intelligence, especially deep and machine learning in financial services. Modern way of working: we use the latest technologies and offer lots time flexibility to individual team members (it matters ‘what’ you do not ‘when’ in the day). Beautiful office in Zürich, Switzerland: a large open space with a great view on river Limmat to work, interact and socialize with other team members - very close to the train station. International start-up atmosphere: the company languages German and English – our team and Investors are very diversified and work internationally from Switzerland to Germany, from Singapore to Boston. Work with direct impact: Exciting backend challenges to solve that will have very direct impact on our product. Very little red tape. If you like to get things done using the latest in tech rather than talking about it, you'll feel right at home. You work directly with the CTO and other decision makers in the team (very little hierarchy). Great place to work: we are a business with strong values & beliefs - a great, warm-hearted team is waiting for you. Great team: we are very selective – and only hire the best chess players, cyclists or e-sports champions! ;-) WHO YOU ARE: Python is your language: Backend software developer with broad back-end programming skills in Python (Python is really a MUST!) You will also shape the whole architecture of services and data stores that you will eventually own and you have deep and machine learning skills. The ideal degree: Computer Science or related field Innovation: You thrive in a collaborative environment for Innovation involving different stakeholders and subject matter experts. Some financial knowledge would be great. Curiosity is key: We like to learn new, fail fast and explore new territories - so do you? The answer is ‘yes’. Entrepreneurial and Team player: you want to tackle something and write your own story and you have an entrepreneurial team driven mindset - then you'll find a team of like-minded people. HOW YOU APPLY: Interested? Then please send your CV to careers@privatealpha.ch including a short motivation letter /E-mail why you are the person who should take on this role. THE PRIVATE ALPHA TECHNOLOGY TEAM & YOUR IMPACT Private Alpha is a start-up based in Meggen and Zurich, Switzerland. The company revolutionizes how asset management decisions are made. The company is a leader in AI for investments in Switzerland and Germany. As a team member of the technology team, you will work very directly with our CTO and our other teams (product, growth, sales, support, etc.) to improve the experience for our end-customers as well as for our internal users of our technology. WHO WE ARE, THE PRIVATE ALPHA COMPANY: Private Alpha is building the next generation of decision making in asset management based on our AI platform “Caesar”. The technology is a multi-staged combination of financial market indicators for ideal asset allocation while formulating new investment insights through the use of AI. Private Alpha is a founder-owned company with strong investors that has recently won the prestigious award of most innovative FinTech at the Finanzsymposium Alpbach. The company was founded in 2017 and has two mutual funds run under its name. Friendship, respect and ‘radical transparency’ are key elements of the company culture. More insights on our company and our team can be found on LinkedIn and of course on our website.\",\n", + " '[\"Decisiveness\", \"Collaboration\", \"Operations\", \"Integration\", \"Decision Making\", \"Innovation\", \"Socialization\", \"Curiosity\", \"Sales\"]',\n", + " '[\"Python Server Pages\", \"Tooling\", \"Operations Support Systems\", \"Programming (Music)\", \"Interactivity\", \"Computer Science\", \"Machine Learning\", \"High Performance Computing\", \"Staging\", \"Mutual Fund\", \"Financial Services\", \"Open Space Technology\", \"Customer Development\", \"Python (Programming Language)\", \"Maintainability\", \"E (Programming Language)\", \"Investment Strategy\", \"Financial Market\", \"Investments\", \"Mobility\", \"Asset Classes\", \"Personalization\", \"Artificial Intelligence\", \"Transparency (Human-Computer Interaction)\", \"Asset Management\", \"Front End (Software Engineering)\", \"Indicators (Measuring Device)\", \"Back End (Software Engineering)\", \"Software Development\", \"Forecasting\", \"Operational Data Store\", \"Asset Allocation\", \"Custom Backend\", \"Food Chain\", \"Integrated Product Team\"]',\n", + " \"['English', 'Kurdish', 'Hindi', 'Pushto']\"],\n", + " ['75',\n", + " 'big data analytics consultant (m/f)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-3.24657977e-01 2.66480863e-01 4.03708637e-01 5.52951731e-02\\n4.74771887e-01 -1.88399032e-01 -5.48370555e-02 2.70024627e-01\\n-1.03801742e-01 -2.47027114e-01 -6.18684962e-02 -2.31567279e-01\\n-2.09308133e-01 -4.63474020e-02 1.93037182e-01 4.56488281e-01\\n1.97904155e-01 5.74505627e-02 -2.20258549e-01 3.89666051e-01\\n1.63357392e-01 1.68488510e-02 -5.21437824e-02 6.25772059e-01\\n3.44795674e-01 7.12243170e-02 -5.07170185e-02 1.14482321e-01\\n-3.25625151e-01 -2.13749915e-01 3.71888340e-01 1.21615261e-01\\n-1.33393362e-01 -3.26863378e-01 5.64361028e-02 1.36270598e-01\\n-1.32316202e-01 2.17972212e-02 1.11082233e-01 1.48086190e-01\\n-4.13106233e-01 -3.52661520e-01 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give trainings for external and internal staff on how to best use the cluster and on how to implement business applications leveraging the cluster resources Your skills: - Minimum of 2 years of Big Data experience and minimum of 3 years of programming experience - Must have a University Degree in Computer Science or Statistics / Mathematical Engineering - Experienced in collecting, tracking and documenting business requirements - Experienced in problem parallelization is a plus - Experienced in data analytics, modelling, mining - Experienced concurrent algorithm design - Experienced in applying supervised and unsupervised machine learning methods - Familiarity with Storage and Network Design for Big Data Analytics Clusters a plus - Background and familiarity with IT infrastructure methodologies, processes, and practices including ITSM and ITIL is a plus Your tools: - Know-how of Python, R, Java, C++ and shell scripting - Know-how of any of the tools matplotlib, pandas, numpy, MongoDB, Hive, ElasticSearch, Cassandra, RapidMiner, OpenMPI, Tableau, Qlik is a plus Benötigte Skills ITIL Python Machine Learning JAVA C++ Shell-Scripts',\n", + " '[\"Supervision\"]',\n", + " '[\"Tableau (Business Intelligence Software)\", \"Tooling\", \"Matplotlib\", \"Apache Cassandra\", \"Advising\", \"Programming (Music)\", \"Shell Script\", \"RapidMiner\", \"Computer Science\", \"Analytics\", \"Collections\", \"Prediction\", \"Machine Learning\", \"Mathematical Statistics\", \"Network Security Design\", \"IT Infrastructure\", \"NumPy\", \"Python (Programming Language)\", \"Maintainability\", \"MongoDB\", \"Tracking (Commercial Airline Flight)\", \"Executable\", \"Statistical Modeling\", \"Machine Learning Methods\", \"Business Requirements\", \"Storages\", \"Apache Hive\", \"R (Programming Language)\", \"Big Data\", \"Resourcing\", \"Algorithm Design\", \"Java (Programming Language)\", \"Pandas (Python Package)\", \"Elasticsearch\"]',\n", + " \"['English', 'Bosnian', 'Kannada', 'Xhosa']\"],\n", + " ['114',\n", + " 'internship aircraft data analytics (all genders)',\n", + " 'Zürich',\n", + " 'Airlines',\n", + " 'www.swiss.com',\n", + " '[[-2.29393035e-01 4.43029404e-01 4.40452278e-01 -3.24731357e-02\\n5.66313446e-01 -2.51350254e-02 1.98204517e-02 3.56611371e-01\\n1.22777298e-02 -4.18628752e-01 -1.67430475e-01 -2.36365825e-01\\n4.61913869e-02 -1.03002936e-02 1.74019262e-02 4.89437640e-01\\n3.65228653e-01 -6.94839749e-04 -1.41856313e-01 2.21579075e-01\\n1.07669577e-01 -8.39660168e-02 1.62159696e-01 6.96217299e-01\\n3.76103342e-01 -5.83171099e-03 -1.19225569e-02 1.18672609e-01\\n-2.84578562e-01 -2.36485869e-01 5.12948513e-01 4.07894328e-02\\n-1.26270741e-01 -2.03395501e-01 3.53922844e-02 6.34845570e-02\\n-1.38543606e-01 -8.03156048e-02 5.63103370e-02 1.46765530e-01\\n-3.75764310e-01 -1.16942674e-01 -9.34441313e-02 -1.93723798e-01\\n-3.94001275e-01 -2.99275279e-01 8.43582377e-02 -6.55816421e-02\\n1.85964540e-01 4.61608246e-02 -4.08803135e-01 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-7.19378144e-03 1.50600851e-01 1.72178105e-01\\n-2.63256729e-01 3.64379212e-03 -8.78551155e-02 2.18561321e-01\\n2.80137938e-02 2.77899146e-01 -2.24891305e-01 -1.86252266e-01\\n-2.84121931e-01 1.98352262e-01 -7.48338997e-02 1.63008720e-01\\n-2.31017899e-02 3.14098686e-01 5.13388142e-02 1.08565673e-01\\n3.76814812e-01 -1.35080367e-01 -1.83890715e-01 -2.42334425e-01\\n-1.55569896e-01 -1.19408973e-01 3.10326703e-02 -8.91910270e-02\\n3.24924767e-01 -3.77564788e-01 -1.32263497e-01 -3.38862449e-01\\n-2.69633114e-01 -3.26079309e-01 5.48237152e-02 -6.32639080e-02]]',\n", + " 'The SWISS Engineering Department is responsible for the administration and control of Flight Data Monitoring (FDM). Within this department, you give support to Operational Engineering, Flight Safety and Aircraft Systems Engineering with various flight data analyses. Furthermore, the department is in charge of developing and monitoring the Aircraft Data Acquisition System (ADAS). Your Duties Process aircraft recorded data for visualization and analytical purposes of various kinds and scopes. Discover and visualize (e.g. Tableau) data trends and possible aircraft system malfunctions through dedicated data analytics. Translate the technical understanding of an Aircraft Systems Engineer to the developers’ programming language for the development of specific applications in collaboration with the development team. Collaborate with Aircraft Systems Engineers, pilots and data scientists in order to build stable applications, ready for operation and suitable for predictive maintenance. Coordinate and implement, together with data owners, the needed processes and governance procedures to accurately define and ensure the overall data flow. Act as a point of contact within SWISS for questions and / or requests regarding predictive maintenance applications and data analytics in general. Support the knowledge management within the different departments at SWISS and LH Group that is needed to understand and maintain the data environment needed for data analytics. Proactively identify opportunities for new data analytics projects in strong collaboration with Aircraft Systems Engineering and the reliability team. Your profile Finished Bachelor or Master degree in Engineering, Mathematics, Data Science, IT or related Fluent German and English language skills (written and oral) Good knowledge of MS Office applications and programming (experience with Python or R is regarded as an advantage) Tableau knowledge is an asset Stress resistant, able to work under high pressure Strong analytical and presentation skills Distinctive consulting skills, flexibility and communication skills at all levels Objective oriented person Interest in / Fascination for aviation and the airline industry Details Employment level: 100% Work place: Zurich Kloten Starting date: March 15. 2020 Duration: 6 months Salary: CHF 2,500.- gross per month with a Bachelor’s Degree CHF 3,000.- gross per month with a Master’s Degree Contacts Technical Doc. & Data Engineering: Mr. Michael Wolf Recruiting Support: Tel. +41 44 564 22 66, recruiting.services@swiss.com You may apply in English or German. About Swiss International Air Lines AG It’s the little differences that make working at SWISS so appealing. The fact, for example, that we treat every detail with care, see quality in terms of hospitality and view nationality through an international lens. In a similar way, we see variety as richness, a job as an experience and SWISS as a world of inspiration. You, too, will be stimulated in our special working environment – one in which, wherever you are, you’ll always feel: Truly SWISS .... where people matter. www.swiss.com',\n", + " '[\"Verbal Communication Skills\", \"Collaboration\", \"Proactivity\", \"Coordinating\", \"Governance\", \"Hospitality\", \"Operations\", \"Reliability\", \"Presentations\", \"Consulting\"]',\n", + " '[\"Predictive Maintenance\", \"Tableau (Business Intelligence Software)\", \"KM Programming Language\", \"Programming (Music)\", \"Systems Engineering\", \"Analytics\", \"Data Engineering\", \"Industrialization\", \"Visualization\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Chrysler LH Platform\", \"Maintainability\", \"E (Programming Language)\", \"Levelling\", \"Translations\", \"Aircraft Records\", \"Knowledge Management\", \"Data Processing Systems\", \"Data Science\", \"Library For WWW In Perl\", \"Personalization\", \"R (Programming Language)\", \"Service Level Objectives\", \"Quantitative Data Analysis\", \"Appeals\", \"Aviation\", \"Application-Specific Information\", \"Data-Flow Analysis\", \"Acceptance and Commitment Therapy (ACT)\", \"Controllability\", \"General Administrative Support\"]',\n", + " \"['English', 'Indonesian', 'Avestan']\"],\n", + " ['75',\n", + " 'backend sw engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.68256277e-01 2.80966550e-01 3.44677925e-01 5.30506372e-02\\n5.80511034e-01 -2.47638822e-01 7.77832866e-02 2.96363652e-01\\n-1.86372668e-01 -3.81059796e-01 -8.01259801e-02 -1.91526100e-01\\n-1.20249137e-01 4.19630893e-02 6.58501759e-02 2.97487617e-01\\n2.96830416e-01 1.03520900e-01 -2.24871874e-01 3.48558217e-01\\n2.44660843e-02 -2.33520754e-02 -7.16324151e-02 7.10306168e-01\\n3.73393893e-01 7.64411092e-02 -7.30364174e-02 3.10215969e-02\\n-2.69114822e-01 -2.33520836e-01 3.59915376e-01 8.74466226e-02\\n-2.01426968e-02 -2.21706823e-01 8.55944529e-02 1.63908675e-02\\n-2.02809051e-01 3.03395186e-02 -7.03047067e-02 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You enjoy learning new things and are passionate about developing new features, maintaining existing code, fixing bugs, and contributing to overall system design. You are a great teammate who thrives in a dynamic environment with rapidly changing priorities. Your profile: Bachelor's or higher degree in computer science or equivalent work experience A minimum of three years of software engineering experience Excellent knowledge with Scala or Java Expert knowledge in an enterprise class RDBMS Demonstrated ability in data modeling, ETL development, and data warehousing Experience with big data technologies, such as Kafka, Spark, and Cassandra Excellent troubleshooting and creative problem-solving abilities and analytical skills Excellent written and oral communication and interpersonal skills Advantage: experience with systems for automating deployment, scaling, and management of containerised applications, such as Kubernetes and Mesos experience with machine learning experience with encryption and cryptography standards Benötigte Skills Scala JAVA ETL Datawarehouse Business Intelligence Kryptografie / Verschlüsselung\",\n", + " '[\"Analytical Skills\", \"Management\", \"Problem Solving\", \"Communications\", \"Troubleshooting (Problem Solving)\", \"Creative Problem-Solving\"]',\n", + " '[\"Machine Learning Methods\", \"Data Warehousing\", \"Systems Design\", \"Automation\", \"Kubernetes\", \"Scala (Programming Language)\", \"Apache Mesos\", \"Apache Cassandra\", \"Encryption\", \"Cryptography\", \"Maintainability\", \"Computer Science\", \"Java (Programming Language)\", \"Data Modeling\", \"Big Data\", \"Extract Transform Load (ETL)\", \"Software Engineering\", \"Business Intelligence\"]',\n", + " \"['English']\"],\n", + " ['75',\n", + " 'junior data analyst',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.69903481e-01 3.30211699e-01 3.92661035e-01 4.90615964e-02\\n5.56073964e-01 -4.56960872e-02 1.97432823e-02 2.03761920e-01\\n-1.14606410e-01 -2.59626091e-01 -6.09852895e-02 -2.39072815e-01\\n-1.46226600e-01 2.28210520e-02 1.02569878e-01 4.44392890e-01\\n2.21634388e-01 1.38972506e-01 -1.40524939e-01 3.04671645e-01\\n1.15937673e-01 -1.00240514e-01 -9.84825194e-02 6.73958302e-01\\n5.08503199e-01 1.85407437e-02 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1.27686625e-02]]',\n", + " \"Job Informationen your tasks: Manage the end-to-end development of technical solutions, from partnering with multiple stakeholders to gathering detailed business requirements, through technical design, development, testing, and implementation Work on concurrent initiatives automating our business processes Develop RPA bots to increase operational efficiency and quality Translate analytic insights into concrete, actionable recommendations for business or product improvement Your profile: Bachelor's degree in Computer Science, Engineering, Mathematics, MTEC or other quantitative field combined with a passion for solving business problems Proven analytical and quantitative skills and an ability to use hard data and metrics to back up assumptions, develop business cases, and complete root cause analyses Proficient in at least one programming language (e.g., Python, Java, JavaScript, R) Experience extracting and transforming data sets with SQL Fluency in English, good German skills Nice-to-Have: Experience using Data Warehouse solutions and BI Tools in a business environment with large-scale, complex datasets (e.g. Teradata, AWS RDS, Looker, Tableau, Kibana, MS Excel) Benötigte Skills Englisch MS-Office Python Python R E-commerce Einzel-/Detailhandel JAVA JavaScript Junior Mathematik Datawarehouse Business Intelligence\",\n", + " '[\"\"]',\n", + " '[\"Development Testing\", \"Data Warehouse Systems\", \"Automation\", \"Python Server Pages\", \"Tableau (Business Intelligence Software)\", \"Tooling\", \"Nice (Unix Utility)\", \"KM Programming Language\", \"Kibana\", \"Computer Science\", \"Analytics\", \"Task Management\", \"Scale (Map)\", \"Operational Efficiency\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Translations\", \"Data Transformation\", \"Dataset\", \"Productivity Improvement\", \"Root Cause Analysis\", \"Business Intelligence\", \"Business Requirements\", \"Business Process\", \"E-Commerce\", \"R (Programming Language)\", \"JavaScript (Programming Language)\", \"Technical Solution Design\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Business Development\", \"Business Case\"]',\n", + " \"['English', 'Malay', 'Irish', 'Panjabi']\"],\n", + " ['10',\n", + " 'generalist software engineer',\n", + " 'Zürich',\n", + " 'Staffing & Outsourcing',\n", + " 'www.adia.com',\n", + " '[[-2.34357730e-01 1.77211717e-01 4.50642854e-01 6.24194928e-02\\n3.61446202e-01 -2.09411621e-01 -9.69556421e-02 4.26262468e-01\\n-1.75725855e-03 -5.28404415e-01 1.08158603e-01 -2.12111697e-01\\n-1.85971305e-01 4.15814593e-02 4.25019674e-03 3.25101495e-01\\n3.39432240e-01 1.35085016e-01 -2.09346324e-01 3.96495998e-01\\n4.85816114e-02 1.44165866e-02 4.01813798e-02 8.56108785e-01\\n2.92638361e-01 -9.84536707e-02 -5.00775091e-02 -1.97072849e-02\\n-1.42255187e-01 -2.87461281e-01 4.12779152e-01 -1.43019930e-02\\n-1.99003190e-01 -4.89317626e-01 1.06496632e-01 3.22331265e-02\\n-2.28973746e-01 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Having been founded in 2016 we have a pretty short company history, but we were already able to build significant market presence in Switzerland and the US. We built what we think is the smartest collection of apps to bring jobseekers and businesses together. From giving people access to more flexible work, to helping companies grow and stabilise their day-to-day operations, we're creating a better way of working in today's on demand economy. In order to strengthen our in-house technology footprint, we are looking for generalist software engineers who will be able to use their broad and diverse experiences to make contributions to various parts of the complete technology stack. The Role You will be responsible for writing code that powers Adia’s platform. As the platform is being continuously improved and features are evolving all the time, you will see and feel your impact almost instantly. Your responsibilities include everything from implementing new applications or services and handling data, to debugging and communicating with internal stakeholders. Being in a small team, you will have a lot of freedom to make your own choices which most of the time comes with a lot of responsibility which you should feel comfortable with In this role you will need to collaborate closely with remote team members provided by our near shoring partner to deliver improvements and new features captured by the ever-growing product backlog. About You You understand rationale behind µservice architecture. You tried it at least once (and potentiallyfailed miserably). You understand the benefits of that architecture as well as the costs it incurs. You don’t necessarily need to be a UX expert, but you can work with one and you don’t shy away from writing code for customer facing applications (regardless of the fact whether it is for the web or for the mobile) You can develop in a cloud-first environment, including all the responsibilities that come with it such as deploying and operating those services in the cloud (in our case its Azure) You have an agile mindset. You are willing to innovate and explore solutions by acting on continuous iterative feedback. You’ll have persistence to stabilise, improve and monitor existing services. You have strong experience in one or more programming languages and remain open to learn new ones (majority of code is in .NET, and JavaScript but nothing is set in stone in the long run) Preferably, you have experience in a web framework like React, Vue or Angular (we primarily use Angular now) You feel comfortable writing and speaking in English at work (at least B2 level) and enjoy working in a multi-cultural environment. You have the right to work in Switzerland or you hold a passport of an EU member state. Our Culture We are open, honest, and motivated. Every day we put all our efforts and brain power to build a great product instead of overgrown egos. We’re an early player in the HR tech space, which brings excitement and purpose to our work. If you’re looking for a place that will help you unleash your superpowers by solving real life problems that are thrown at you, you may be the right fit for the team. Every day we push ourselves to be better than we were the day before. We have an incredible future ahead of us, and we’d love for you to be a part of our journey towards it.\",\n", + " '[\"Writing\", \"Collaboration\", \"Communications\", \"Operations\", \"Innovation\", \"Persistence\"]',\n", + " '[\"Angular (Web Framework)\", \"KM Programming Language\", \"Economy\", \"Intelligence Data Handling\", \"Backlogs\", \"Acting\", \"Collections\", \"JavaScript (Programming Language)\", \"Vue.js\", \"Web Frameworks\", \"React.js\", \"Footprinting\", \"Iterators\", \"Levelling\", \"Debugging\", \"Software Engineering\", \"Mobility\"]',\n", + " \"['English', 'Inupiaq']\"],\n", + " ['124',\n", + " 'software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.12718710e-01 1.10670008e-01 4.75184590e-01 -3.31541561e-02\\n5.69552958e-01 -1.60082176e-01 -7.25976750e-02 4.56851900e-01\\n-9.39485431e-03 -3.46985042e-01 -8.97977054e-02 -1.99055016e-01\\n-8.65264684e-02 1.58009958e-02 1.02504492e-01 2.59520143e-01\\n3.06469977e-01 1.36347577e-01 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-1.08290367e-01\\n2.06559792e-01 -3.71505409e-01 -6.91285059e-02 -3.66223454e-02\\n-2.40121603e-01 -3.35044056e-01 -1.07151186e-02 -4.27005515e-02]]',\n", + " 'As a pioneer in Swiss online wealth management we are changing the way people invest their money. Our product is transparent and easy to use, while also suited for the demanding investor, who is looking for individual solutions and full control. Investing with True Wealth saves your time and your money. To help us to further develop our digital wealth management solution and bring it to the next level, we are looking for a Software Engineer. Requirements Your profile: You have a strong foundation as a Software Engineer (engineering degree), with an inclination towards functional concepts, types and good software design You are a team player who writes clean and elegant code and shares our passion of building a great platform. You possess strong skills in at least one typed programming language. Experience with Java and TypeScript is an advantage but not necessarily required. You are interested and might be experienced in web application development, from browsers down to the database. You might have business domain knowledge from finance, trading, or portfolio management You are fluent in English and are based in or around Zurich (we offer help with relocation). German skills are an advantage but not required. You need to hold or be eligible for a work permit in Switzerland (e.g. via Swiss or EU/EFTA citizenship) Benefits We offer: Responsibility, ownership and influence on the further development of our best-in-class roboadvice solution. Flexibility, exposure and opportunities to work across the entire stack, depending on preferences and skills. Backend stack: Java 12, Java EE (CDI, JAX-RS, JMS), jOOQ, Wildfly, Lombok, Gradle, Docker, PostgreSQL. Front-end stack: TypeScript, React, Redux. Competitive salary package, solidly financed growth company. Continuous integration, single command deployments. Office in Zürich (near station Zürich Binz SZU, 2 stops from HB). In your application, please include your full CV as well as references and possibly public samples to previous work, e.g. on GitHub. We do not work with recruitment agencies.',\n", + " '[\"Typing\", \"Writing\"]',\n", + " '[\"Application Development\", \"Web Applications\", \"KM Programming Language\", \"Investment Control\", \"Continuous Integration\", \"Wealth Management\", \"TypeScript\", \"Java EE Application\", \"PostgreSQL\", \"WildFly (JBoss AS)\", \"Gradle\", \"E (Programming Language)\", \"Levelling\", \"Lombok\", \"Software Engineering\", \"Java Message Service (JMS)\", \"Investments\", \"Portfolio Management\", \"Github\", \"Docker (Software)\", \"React Redux\", \"Finance\", \"Experimental Software Engineering\", \"Digitization\", \"Software Design\", \"Front End (Software Engineering)\", \"Software Requirements Specification\", \"Language Experience Approach\", \"Java (Programming Language)\", \"Trade Finance\", \"Web Application Development\", \"Custom Backend\"]',\n", + " \"['English', 'Marshallese']\"],\n", + " ['31',\n", + " 'report specialist (data model - data.one / controlling)',\n", + " 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model - data.one Follow-up with Controllers having different cultural background (i.e. worldwide) Proficiency with Excel and the use of databases Excellent communication skills Good organizational skills Start date : ASAP Duration: 3 months with exention opportunities Location: Basel Are you interested to work in this challenging position? Florence Wespiser, MSP Consultant, is looking forward to receiving your complete profile. Please send an e-mail to florence.wespiser@coopers.ch By sending us your CV per E-Mail you are giving us your consent to the processing of your personal data according to our Data Privacy Policy.',\n", + " '[\"Verbal Communication Skills\", \"Communications\", \"Organizational Skills\", \"Positivity\", \"Consulting\"]',\n", + " '[\"Health Data Specialists\", \"Cost Control\", \"TARGET 3001!\", \"Medical Affairs\", \"Logical Data Models\", \"Track (Rail Transport)\", \"Personalization\", \"E (Programming Language)\", \"Data Modeling\", \"Data Privacy Laws\", \"Receivables\", \"Controllability\"]',\n", + " \"['English', 'Avestan', 'Luba-Katanga', 'Church Slavonic', 'Southern Sotho']\"],\n", + " ['145',\n", + " 'full - stack software engineer',\n", + " 'Full-Reuenthal',\n", + " 'Advertising & Marketing',\n", + " 'www.vitamintalent.com',\n", + " '[[-1.48626611e-01 3.29904169e-01 3.78747433e-01 5.45453653e-02\\n3.81060809e-01 -1.89851880e-01 -1.00156758e-02 1.99745312e-01\\n1.59831196e-01 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architected, built, scaled and maintained production services You've designed, built and shipped modern, component-based user interfaces You write high quality, well tested code to meet the needs of your users You're passionate about building technology at scale and solving challenges for your customers in creative and innovative ways NICE TO HAVES: You've worked with JavaScript (ES6) and have worked with production scale React apps You're on top of modern JavaScript and frontend best practices You've worked with modern Python and large backend services using technologies such as Flask Experience working with both SQL and no-SQL databases Previous experience working with third-party APIs at scale (such as Facebook Graph API)\",\n", + " '[\"Leadership\", \"Writing\", \"Articulation\", \"Trustworthiness\", \"Reliability\", \"Innovation\", \"Creativity\"]',\n", + " '[\"Code Testing\", \"MySQL\", \"Kubernetes\", \"Tooling\", \"Nice (Unix Utility)\", \"Hyper SQL Database (HSQLDB)\", \"Jest 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-3.43547970e-01 -9.17008612e-03 -1.23789934e-02]]',\n", + " \"For our client we are currently looking for aYour challenges•Use of programming experience to establish tailor-made software solutions based on different programming languages•Support for operational requirements of specific parts of the business, like troubleshooting and system migration•Responsible for system administration activities•Create all important documentation•Track, Troubleshoot and resolve system related problems•Apply and write suitable testing procedures and scriptsYour skills•Experience in at least one of these programming languages (HTML, CSS, JavaScript, Python, .NET, MS Office)•Background in Frameworks/Applications as React, VS code, Git, Svelte•Excellent communication skills•Experience in dynamic environment•Fluent spoken and written EnglishYour horizonsWe offer you a nice challenge at one of the world's leading companies. Spring Professional provides one of the most comprehensive benefits package in the industry to contract employees! Don't miss it! Next to a fix salary you will gain from nice fringe benefits offered by our client.About Spring ProfessionalAdvance your career, find a job that you love or discover a new opportunity for professional growth – we believe in these goals and work every day to help you achieve them. Spring Professional is a subsidiary of The Adecco Group specialising in temporary and permanent placement of qualified professionals.Find out what we can do for you. Apply for this job, or for one of over 500 other vacancies at SpringProfessional.chYour contactInformation Technology A406, looks forward to answer your questions by phone +41 58 233 4580.You can apply directly online.Please mention reference JN -112019-297967 in your application.JN -112019-297967\",\n", + " '[\"Writing\", \"Professionalism\", \"Communications\", \"Operations\", \"Troubleshooting (Problem Solving)\"]',\n", + " '[\"System Administration\", \"Nice (Unix Utility)\", \"KM Programming Language\", \"Programming (Music)\", \"Project-Based Solutions\", \"Python (Programming Language)\", \"Git Flow\", \"Cascading Style Sheets (CSS)\", \"Financial Information eXchange (FIX) Protocol\", \"JavaScript (Programming Language)\", \"HyperText Markup Language (HTML)\", \"Web Application Frameworks\", \"Industrialization\", \"React.js\"]',\n", + " \"['English']\"],\n", + " ['55',\n", + " 'software engineer – infrastructure',\n", + " 'Lugano',\n", + " '',\n", + " '',\n", + " 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-1.08718514e-01\\n-1.91801056e-01 3.90092880e-01 -6.51417673e-02 1.82144478e-01\\n-1.73569724e-01 3.82095128e-01 1.23801269e-01 1.74502939e-01\\n1.27364665e-01 6.34968802e-02 -5.40365130e-02 -2.22627968e-01\\n-2.57311881e-01 -4.27096128e-01 1.71497643e-01 2.96526961e-02\\n1.64752096e-01 -3.71100157e-01 -1.09345570e-01 1.18856607e-02\\n-1.66199088e-01 -3.77908051e-01 -2.34627366e-01 1.25755101e-01]]',\n", + " 'Lugano, Switzerland / Austin, TX Full Time Description Implement internal machine learning software infrastructure Integrate existing open-source tools in order to facilitate ML research Interface our proprietary platform with large data sets and customer platforms Contribute to the our proprietary code base Minimum Qualifications Masters in computer science 2 years in the industry, experience with IT systems Experience with parallel computing architectures “DevOps” Command of C/C++ and Python Knowledge of Unix environment, GNU/Linux Engineering mindset Large data management skills Fluent in written and spoken English Plusses Theoretical knowledge of machine learning methods (deep learning, reinforcement learning, evolutionary computation) Experience of machine learning frameworks (TensorFlow, PyTorch) Experience with containers and orchestration (Docker, Kubernetes, OpenStack) Experience with cluster environments (e.g. SGE, Condor) Experience with GPU programming (Cuda, OpenCL, Metal) Contact E-mail: jobs@nnaisense.com start subject with: [infrastructure engineer] submit both your cover letter and resume in English, PDF format',\n", + " '[\"Research\", \"Infrastructure\", \"Integration\"]',\n", + " '[\"Kubernetes\", \"Tooling\", \"Graphics Processing Unit (GPU)\", \"Programming (Music)\", \"Computer Science\", \"Data Management\", \"Machine Learning\", \"Nvidia CUDA\", \"OpenStack\", \"Industrialization\", \"Component Object Model (COM)\", \"Association Rule Learning\", \"E (Programming Language)\", \"OpenCL\", \"Minimum Data Set\", \"Machine Learning 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TypeScript, React, Angular, CSS, Lausanne One of our leading customers in the Lausanne area is looking for a Software engineer with strong Front End skills to join their R&D team. This business works with a range of companies to help create highly productive digital workplaces. Through a unique combination of real-time analytics, automation and more they can significantly improve the digital employee experience. In this role, you would be responsible for designing, implementing and validating solutions for new features in the Frontend department, whilst maintaining the highest code quality standards by using different metrics. You would help to bring high de-coupling of different frontend components by working with an agile incremental mindset. My customer is ideally looking for someone who has strong experience in Software Engineering with proven Front-end experience. This means a strong background in web technologies with Mobile technology experience being a plus. You would need to have a good programming background in one or more of the following : JavaScript, TypeScript, Java and scala Strong experience with Libraries and frameworks like Angular, jQuery with React being a big plus. Any experience or knowledge with CSS, micro-services, containers and REST is a plus If you are interested in this role and would like to work for an innovative, growing business, please apply as soon as possible and we shall arrange a call at a suitable time to discuss further. Jacob.webster@darwinrecruitment.com',\n", + " '[\"Innovation\"]',\n", + " '[\"Real Time Data\", \"Automation\", \"Agility\", \"Programming (Music)\", \"Cascading Style Sheets (CSS)\", \"Analytics\", \"TypeScript\", \"Scala (Programming Language)\", \"Component Object Model (COM)\", \"Digital Productions\", \"Maintainability\", \"Library\", \"Idealization\", \"Software Engineering\", \"Mobility\", \"React.js\", \"JQuery\", \"Digitization\", \"JavaScript (Programming Language)\", \"Coupling\", \"Angular (Web Framework)\", \"Front End (Software Engineering)\", \"Validations\", \"Java (Programming Language)\"]',\n", + " \"['English', 'Hebrew', 'Azerbaijani', 'Polish']\"],\n", + " ['94',\n", + " 'saas & open-data development engineers',\n", + " 'Rolle',\n", + " '',\n", + " '',\n", + " '[[-8.84736553e-02 2.41919011e-01 6.12432182e-01 1.17697574e-01\\n6.16215467e-01 -6.42231181e-02 -1.31970704e-01 5.38616717e-01\\n-1.32668704e-01 -3.84660423e-01 3.77689451e-02 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You have been exposed to one or several IAAS & PAAS infrastructures such as AWS, GE-Digital Predix, IBM-BlueMix/Watson, VMware... You are experienced in finding and structuring and collecting different data streams (weather, finance, industrial signals, social events). You strongly believe automated machine learning and artificial intelligence coupled with big data can change the game in many industrial sectors. You worked open-data correlations with industrial signals, weather, events, calendar, financial markets, economic indicators. You applied it to real use case in operations and markets, for energy, utilities, industry, retail, transport or freight sectors. You cooperate with leading partners like GE - Digital, IBM-Analytics, Cisco-IOT with Industry leader customers in EU & US & Asia, like Arcelor, EDF, ALPIQ, ELIOR, METRO... Predictive Layer will bring you a unique opportunity to develop, deploy, or operate leading-edge predictive services for different customers worldwide, on different markets: Energy, Industry, retail, Catering, Transport and many more... At Predictive Layer, We cultivate a team-based environment where we strive for personal growth and a substantial contribution from all our team members. If you desire a career where you can drive innovation while working in an dynamic environment where innovative thinking, creativity and motivation are recognized and rewarded, then come and join us! Back to opportunities Send us your resume - Let's meet! careers@predictivelayer.com Position reference: #2017-OOE-003\",\n", + " '[\"Cooperation\", \"Infrastructure\", \"Operations\", \"Creative Thinking\", \"Innovation\", \"Socialization\", \"Positivity\"]',\n", + " '[\"Automation\", \"Collections\", \"Analytics\", \"Data Streaming\", \"Prediction\", \"Industrialization\", \"IBM Bluemix\", \"Energy Market\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Component Object Model (COM)\", \"Layering\", \"Weathering\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Cloud Operations\", \"Predix\", \"Financial Market\", \"Machine Learning Methods\", \"Finance\", \"Digitization\", \"Personalization\", \"Cisco Networking\", \"Location-Based Services\", \"Artificial Intelligence\", \"Big Data\", \"Coupling\", \"Operations Management\", \"Economic Indicators\", \"Cultivator\"]',\n", + " \"['English', 'Cornish', 'Esperanto', 'German', 'Bengali']\"],\n", + " ['9',\n", + " 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We design and implement cluster systems, comprehensive virtualization solutions, enterprise hosting and cloud systems as well as complex LDAP solutions for centralized administration and authentication. We offer an unprecedented environment with a team of absolute open source professionals. We also promote community work and actively support the Open Source movement. Your responsibilities: Implementation of customized solutions based on Python (Django) and/or PHP Collaboration on the development of concepts and requirement specifications Support in customer meetings, assistance in the supervision of existing and new projects Participation in the planning and implementation of the realization Your qualifications: For this job you have knowledge in using well-known Open Source products and Linux/Unix as a working tool. In addition, you shine with us with the following characteristics: Very high degree of independence Profound knowledge of Python or PHP Experience in the development of OOP solutions, knowledge of functional programming desired Knowledge of the entire web application stack (Javascript, HTML, CSS; protocols, SQL databases) Security Know-how (SQL Injection, XSS, …) Modern technologies such as DevOps, Containers, CI/CD are no foreign words. Willingness to assume responsibility Familiarity with other programming languages and environments such as C++, Go or Rust are advantageous What we offer: We offer you a working environment with flexible employment conditions and a relaxed working environment with exceptionally talented employees. Short decision-making paths and the opportunity to take on responsibility quickly characterise our company and are an integral part of our philosophy. It is also important to us to make our contribution to Open Source – therefore we contribute to the Open Source movement at various levels, be it through financial support, sponsoring or participation in development. You interested? Then please send your application documents and the next possible starting date by email to Thomas Köchli. We look forward to getting to know you!',\n", + " '[\"Professionalism\", \"Collaboration\", \"Planning\", \"Supervision\", \"Communications\", \"Integration\", \"Decision Making\"]',\n", + " '[\"Web Applications\", \"Tooling\", \"KM Programming Language\", \"Cascading Style Sheets (CSS)\", \"Virtualization\", \"Clustered File Systems\", \"C++ (Programming Language)\", \"Requirements Specifications\", \"Authentications\", \"SQL Injection\", \"Activism\", \"Python (Programming Language)\", \"Linux\", \"Levelling\", \"Systems Integration\", \"Cloud Platform System\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"PHP (Scripting Language)\", \"Hosting\", \"Django (Web Framework)\", \"Database Security\", \"Open Source Technology\", \"Project-Based Solutions\", \"Ldap Client\", \"JavaScript (Programming Language)\", \"Functional Programming\", \"Additives\", \"Rust (Programming Language)\", \"Unix\", \"SQL (Programming Language)\", \"Object-Oriented Programming (OOP)\", \"DevOps\"]',\n", + " \"['English', 'Greek', 'Mongolian', 'Cornish']\"],\n", + " ['75',\n", + " 'backend software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.96146512e-01 2.25685984e-01 3.81386131e-01 6.31073164e-03\\n5.44051468e-01 -2.66359210e-01 9.79871210e-03 3.68729413e-01\\n-2.57958770e-01 -3.63048911e-01 -4.27846722e-02 -2.44650826e-01\\n-1.89992860e-01 7.98621103e-02 1.31351292e-01 3.88559461e-01\\n2.86206812e-01 1.14335604e-01 -2.94916004e-01 3.70017171e-01\\n5.59200607e-02 -2.97922634e-06 -3.94451544e-02 7.66554117e-01\\n3.45010400e-01 -1.57250445e-02 -1.05865642e-01 4.27433215e-02\\n-2.50761896e-01 -2.51972258e-01 3.91722500e-01 9.16388854e-02\\n-6.79150671e-02 -2.71345764e-01 7.47358724e-02 2.99406657e-03\\n-1.73540786e-01 3.67118083e-02 -3.28949690e-02 1.02406882e-01\\n-3.89293969e-01 -3.86299521e-01 -1.31230317e-02 8.90230536e-02\\n-2.07433581e-01 -2.27711007e-01 6.55482039e-02 -6.68610036e-02\\n9.57257301e-02 -3.67352106e-02 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You enjoy learning new things and are passionate about developing new features, maintaining existing code, fixing bugs, and contributing to overall system design. You are a great teammate who thrives in a dynamic environment with rapidly changing priorities. Your profile: a Bachelor's or higher degree in technical field of study or equivalent practical experience hands-on experience with highly concurrent production grade systems knowledge of at least one modern programming language, such as Go, Java, C++ and Scala, etc. excellent troubleshooting and creative problem-solving abilities excellent written and oral communication and interpersonal skills Ideally: experience with systems for automating deployment, scaling and management of containerised applications, such as Kubernetes and Mesos experience with big data technologies, such as Kafka, Spark, Storm, Flink and Cassandra experience with encryption and cryptography standards Benötigte Skills JAVA Python Englisch Scala Kryptografie / Verschlüsselung Go\",\n", + " '[\"Management\", \"Problem Solving\", \"Communications\", \"Troubleshooting (Problem Solving)\", \"Creative Problem-Solving\"]',\n", + " '[\"Distributed File Systems\", \"Scale (Map)\", \"Systems Design\", \"Automation\", \"Kubernetes\", \"Scala (Programming Language)\", \"Apache Flink\", \"Apache Cassandra\", \"KM Programming Language\", \"Encryption\", \"Cryptography\", \"Python (Programming Language)\", \"Maintainability\", \"Location-Based Services\", \"Java (Programming Language)\", \"Idealization\", \"Big Data\", \"Apache Mesos\"]',\n", + " \"['English', 'Catalan', 'Sundanese', 'Turkmen', 'Portuguese']\"],\n", + " ['88',\n", + " 'full stack software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.29723415e-01 2.82175958e-01 5.05872488e-01 3.07175005e-03\\n5.28041601e-01 -2.51381129e-01 4.29131910e-02 4.42291528e-01\\n-4.71199378e-02 -4.53217566e-01 3.71953733e-02 -1.95505157e-01\\n-1.22245513e-01 4.21867035e-02 7.03995451e-02 2.28203252e-01\\n2.61599898e-01 2.23329335e-01 -2.62582302e-01 3.67197782e-01\\n9.93298143e-02 -9.05440301e-02 -3.97230685e-03 6.45791590e-01\\n3.90364528e-01 1.93100702e-02 -7.54290149e-02 -1.23295806e-01\\n-3.98110807e-01 -2.99601078e-01 3.02430511e-01 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or continue engineering our native mobile apps written in Swift and Java. We have all knowledge in-house and can provide training for your continued development. You may be a great fit for Oviva’s Engineering team, If… You are a gifted Java Engineer, passionate about developing innovative web applicationsYou are a collaborator. You thrive in environments that freely exchange ideas and viewpointsYou are an innovator that believes in making a difference to our clients and having fun doing it Required: BS or MS in Computer Science or equivalent work experience (Juniors welcome if we find proof of potential)Strong Java / object oriented design and development skillsSolid understanding of web standardsSQL proficiency (MySQL experience preferred)Strong communication skillsStrong problem solving skills, adaptable, proactive and willing to take ownership. Desired: Experience with Agile or XP methodologies or related iterative development processesExperience with Java EE, Maven, Git, IntelliJ, Hibernate, XML, SQL, HTML, JavaScript, Angular, AJAX, JSONExperienced with SOA architectures and design patternOviva does not accept agency resumes. Please do not forward resumes to our jobs alias. Oviva does not accept agency resumes. Please do not forward resumes to our jobs alias. Job Type: Full-time Language: English (Required) ',\n", + " '[\"Adaptability\", \"Collaboration\", \"Proactivity\", \"Problem Solving\", \"Communications\", \"Innovation\"]',\n", + " '[\"MySQL\", \"Agility\", \"Computer Science\", \"Ajax (Programming Language)\", \"Mobile App\", \"Hibernate (Java)\", \"Java EE Application\", \"Iterators\", \"HyperText Markup Language (HTML)\", \"Swift (Programming Language)\", \"Apache Maven\", \"JavaScript (Programming Language)\", \"Object-Oriented Design\", \"Angular (Web Framework)\", \"Git Flow\", \"NGBSS (SOA Integration Framework)\", \"Java (Programming Language)\", \"Extensible Markup Language (XML)\", \"SQL (Programming Language)\", \"Custom Backend\", \"Autodesk Alias\"]',\n", + " \"['English', 'Oromo', 'Uighur', 'Xhosa', 'Dzongkha']\"],\n", + " ['57',\n", + " 'data scientist in tel-aviv',\n", + " 'Switzerland',\n", + " '',\n", + " '',\n", + " '[[-3.18293035e-01 2.87841141e-01 5.12300014e-01 -7.21083768e-03\\n5.24712682e-01 -1.88244194e-01 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Your role: Lead the development of novel solutions for hard, yet-unsolved problems. Acquire and maintain knowledge of state-of-the-art scientific literature in deep learning and related fields Design and implement scalable ML and DL systems, products, and solutions. Build deep learning-based products on CPUs and GPUs, leveraging latest deep learning and machine learning libraries. Manage, coach, mentor and support less experienced team members as required Your skills: Proven industrial and/or academic machine learning background (e.g., publications in ICCV, CVPR, ECCV, NIPS, ICML) Strong understanding of deep neural networks, machine learning and related fields At least 3 years’ experience Python / C++ Experience working with deep learning frameworks (e.g. Caffe, TensorFlow, etc.) Excel at both individual and team work The following skills are a big plus: Experience building AI systems using one of TensorFlow, PyTorch, MXNet, Theano, Caffe, and other open source frameworks. Solid understanding of underlying techniques in deep learning to build for scalability, and efficiency. Experience building machine learning products. Experience building scalable machine learning and deep learning systems. Your profile: MSc / PhD in related fields from leading universities (graduation with honours is a plus). Expected to be self-driven and motivated, lead and act independently to deliver; support will be provided from an experienced AI Leader as required and requested Ability to quickly understand and pick up new technologies and algorithms',\n", + " '[\"Innovation\"]',\n", + " '[\"Library Management\", \"MSC Software\", \"Apache MXNet\", \"Theano (Software)\", \"Machine Learning\", \"Industrialization\", \"C++ (Programming Language)\", \"Scientific Literature\", \"Python (Programming Language)\", \"Maintainability\", \"Financial Engineering\", \"E (Programming Language)\", \"Machine Learning Methods\", \"Open Source Technology\", \"Caffe\", \"Scalability\", \"TensorFlow\", \"Production Systems\", \"Deep Learning\", \"Recurrent Neural Network (RNN)\", \"Algorithms\", \"PyTorch (Machine Learning Library)\", \"Acceptance and Commitment Therapy (ACT)\"]',\n", + " \"['English', 'Sundanese', 'Chichewa', 'Slovenian']\"],\n", + " ['114',\n", + " 'internship aircraft data analytics (all genders)',\n", + " 'Zürich',\n", + " 'Airlines',\n", + " 'www.swiss.com',\n", + " '[[-2.29393035e-01 4.43029404e-01 4.40452278e-01 -3.24731357e-02\\n5.66313446e-01 -2.51350254e-02 1.98204517e-02 3.56611371e-01\\n1.22777298e-02 -4.18628752e-01 -1.67430475e-01 -2.36365825e-01\\n4.61913869e-02 -1.03002936e-02 1.74019262e-02 4.89437640e-01\\n3.65228653e-01 -6.94839749e-04 -1.41856313e-01 2.21579075e-01\\n1.07669577e-01 -8.39660168e-02 1.62159696e-01 6.96217299e-01\\n3.76103342e-01 -5.83171099e-03 -1.19225569e-02 1.18672609e-01\\n-2.84578562e-01 -2.36485869e-01 5.12948513e-01 4.07894328e-02\\n-1.26270741e-01 -2.03395501e-01 3.53922844e-02 6.34845570e-02\\n-1.38543606e-01 -8.03156048e-02 5.63103370e-02 1.46765530e-01\\n-3.75764310e-01 -1.16942674e-01 -9.34441313e-02 -1.93723798e-01\\n-3.94001275e-01 -2.99275279e-01 8.43582377e-02 -6.55816421e-02\\n1.85964540e-01 4.61608246e-02 -4.08803135e-01 3.22566748e-01\\n-2.55718797e-01 -1.38752967e-01 3.26327324e-01 6.61779642e-01\\n-4.03964370e-02 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Within this department, you give support to Operational Engineering, Flight Safety and Aircraft Systems Engineering with various flight data analyses. Furthermore, the department is in charge of developing and monitoring the Aircraft Data Acquisition System (ADAS). Your Duties Process aircraft recorded data for visualization and analytical purposes of various kinds and scopes. Discover and visualize (e.g. Tableau) data trends and possible aircraft system malfunctions through dedicated data analytics. Translate the technical understanding of an Aircraft Systems Engineer to the developers’ programming language for the development of specific applications in collaboration with the development team. Collaborate with Aircraft Systems Engineers, pilots and data scientists in order to build stable applications, ready for operation and suitable for predictive maintenance. Coordinate and implement, together with data owners, the needed processes and governance procedures to accurately define and ensure the overall data flow. Act as a point of contact within SWISS for questions and / or requests regarding predictive maintenance applications and data analytics in general. Support the knowledge management within the different departments at SWISS and LH Group that is needed to understand and maintain the data environment needed for data analytics. Proactively identify opportunities for new data analytics projects in strong collaboration with Aircraft Systems Engineering and the reliability team. Your profile Finished Bachelor or Master degree in Engineering, Mathematics, Data Science, IT or related Fluent German and English language skills (written and oral) Good knowledge of MS Office applications and programming (experience with Python or R is regarded as an advantage) Tableau knowledge is an asset Stress resistant, able to work under high pressure Strong analytical and presentation skills Distinctive consulting skills, flexibility and communication skills at all levels Objective oriented person Interest in / Fascination for aviation and the airline industry Details Employment level: 100% Work place: Zurich Kloten Starting date: March 15. 2020 Duration: 6 months Salary: CHF 2,500.- gross per month with a Bachelor’s Degree CHF 3,000.- gross per month with a Master’s Degree Contacts Technical Doc. & Data Engineering: Mr. Michael Wolf Recruiting Support: Tel. +41 44 564 22 66, recruiting.services@swiss.com You may apply in English or German. About Swiss International Air Lines AG It’s the little differences that make working at SWISS so appealing. The fact, for example, that we treat every detail with care, see quality in terms of hospitality and view nationality through an international lens. In a similar way, we see variety as richness, a job as an experience and SWISS as a world of inspiration. You, too, will be stimulated in our special working environment – one in which, wherever you are, you’ll always feel: Truly SWISS .... where people matter. www.swiss.com',\n", + " '[\"Verbal Communication Skills\", \"Collaboration\", \"Proactivity\", \"Coordinating\", \"Governance\", \"Hospitality\", \"Operations\", \"Reliability\", \"Presentations\", \"Consulting\"]',\n", + " '[\"Predictive Maintenance\", \"Tableau (Business Intelligence Software)\", \"KM Programming Language\", \"Programming (Music)\", \"Systems Engineering\", \"Analytics\", \"Data Engineering\", \"Industrialization\", \"Visualization\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Chrysler LH Platform\", \"Maintainability\", \"E (Programming Language)\", \"Levelling\", \"Translations\", \"Aircraft Records\", \"Knowledge Management\", \"Data Processing Systems\", \"Data Science\", \"Library For WWW In Perl\", \"Personalization\", \"R (Programming Language)\", \"Service Level Objectives\", \"Quantitative Data Analysis\", \"Appeals\", \"Aviation\", \"Application-Specific Information\", \"Data-Flow Analysis\", \"Acceptance and Commitment Therapy (ACT)\", \"Controllability\", \"General Administrative Support\"]',\n", + " \"['English', 'Ossetian', 'Quechua', 'Amharic']\"],\n", + " ['112',\n", + " 'retail business analyst (finance)',\n", + " 'Biel',\n", + " 'Consumer Products Manufacturing',\n", + " '',\n", + " '[[-2.60366142e-01 4.16198403e-01 5.13007104e-01 -4.58791181e-02\\n5.86787283e-01 -1.44783750e-01 5.34384772e-02 2.81462699e-01\\n-2.46746242e-02 -4.28145021e-01 -1.65418655e-01 -2.21339330e-01\\n1.29661649e-01 3.54477763e-02 1.68049395e-01 3.62080067e-01\\n3.07346046e-01 9.34951827e-02 -1.34250075e-01 3.25294048e-01\\n-2.91972999e-02 -8.59411955e-02 1.84458151e-01 5.66123903e-01\\n3.34935457e-01 7.89068937e-02 2.39256024e-02 2.63092127e-02\\n-1.71086565e-01 -2.20117807e-01 4.70904976e-01 5.64207844e-02\\n-6.05660044e-02 -2.88488150e-01 1.57257587e-01 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As a retail IT Business Analyst, you will be working with business and IT partners to continually implement and improve Retail solutions. You will deliver an integrated Retail solution fitting our group’s needs, focusing on the understanding of business processes focusing especially on financial aspects. Your main task is to deliver parameterization and development as of maintaining support and develop Retail. Establishing user and technical documentation, providing some training and bringing in new ideas based on a solution oriented approach is also part of the job. In addition, you will liaise with internal and external services and will be responsible for application management and the development of identified Retail processes. Your responsibilities • Implement Retail solutions of Brands and countries • Provides support to internal users • Analyze and specifies development enhancements and new functions on Retail platforms • Coordinates, schedules, tests, implements solutions in order to remain on current levels of software utilized in the supported sites • Seek out opportunities to optimize financial processes • Recommend loss prevention measures Profile Bachelor degree or equivalent in business and/or finance • 3- 5 years’ relevant work experience • Retail systems exposure/knowledge. SAP Finance knowledge is a plus. • Cegid CBR system experience a plus • Strong project management skills • Experience with Microsoft Office Suite and Microsoft Operating Systems • Fluent in English and French and/or German Professional requirements Bachelor degree or equivalent in business and/or finance • 3- 5 years’ relevant work experience, Retail systems exposure/knowledge. Languages Fluent in English and French and/or German ',\n", + " '[\"Professionalism\", \"Coordinating\", \"Scheduling\", \"Integration\", \"Microsoft Office\"]',\n", + " '[\"Utility Software\", \"Operating Systems\", \"Microsoft Operating Systems\", \"Project Management\", \"Finance\", \"Loss Prevention\", \"Business Process\", \"Additives\", \"Maintainability\", \"Levelling\", \"Job Descriptions\", \"SAP Knowledge Warehouse\", \"Technical Documentation\", \"Branding\"]',\n", + " \"['English', 'Telugu', 'Chichewa']\"],\n", + " ['54',\n", + " 'scientific consultant/field application scientist',\n", + " 'Basel',\n", + " 'Biotech & Pharmaceuticals',\n", + " 'www.genedata.com',\n", + " '[[-2.32442379e-01 3.07738304e-01 3.99056196e-01 -2.70836577e-02\\n6.56583786e-01 -5.14619537e-02 -3.88629101e-02 2.16710836e-01\\n5.41671105e-02 -3.65262270e-01 -5.75208887e-02 -2.65726984e-01\\n-1.72851030e-02 2.60878086e-01 1.39552383e-02 5.63386559e-01\\n3.62089574e-01 3.96771282e-02 -9.41991806e-02 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-3.16191971e-01\\n-3.12869251e-02 -3.33085537e-01 6.97566569e-02 -5.68944365e-02]]',\n", + " 'The Position Genedata is seeking a Scientific Consultant / Field Application Scientist to fill an opening in our growing Genedata Profiler (Precision Medicine) team. Precision medicine requires scientists to characterize the genomic profile of patients to better understand patients’ response to new therapies, to efficiently stratify patients for clinical trials or to identify novel biomarkers for patient monitoring. Genedata Profiler, a highly innovative tool in the era of precision medicine, provides a comprehensive, enterprise solution for the processing, management, integration, and analysis of massive amounts of clinical, phenotype, and multi-omic data. The Scientific Consultant is a scientific and technical consultant for our customers. It is a highly dynamic job: you will wear many different hats, interact with many different people such as clinicians, bioinformaticians, and software developers, and use your scientific and technical knowledge to solve real-world scientific problems in precision medicine. This position is especially well-suited for you if you have a scientific/technical background, enjoy variety in your daily work, and want to expand your skill set (scientific, technical, and soft skills). This full-time position is based in Basel, Switzerland and requires regular travel within Europe. Key Responsibilities First and foremost, you will act as an expert in scientific and IT matters related to translational and clinical data analysis in general and the use of our Genedata Profiler software in particular. You will combine this expertise with excellent communication skills and project management know-how to (a) be a vital part of the sales team, (b) propose, plan, execute and manage projects, and (c) support our customers in getting the most out of Genedata Profiler. (a) You will work in tandem with our Business Development Managers in establishing and communicating the value of Genedata Profiler to prospects and customers. Tasks include qualifying customer needs, giving presentations and demos, and managing software evaluation projects. (b) In addition, you will act as scientific consultant for data science projects. For example, you will help our customers with exploratory clinical trial design, identify biomarkers for response or adverse events, conduct mechanistic interpretation of results from mode-of-action studies, and devise stratification strategies based on the results obtained. You will ensure results delivery at the level of excellence that our customers know us for. This involves proper project set up and planning to achieve the customer’s goals; specifying and coordinating and executing the implementation work; guaranteeing adherence to scope, budget and timelines; managing change in the project; controlling the quality of all deliverables; providing customer feedback to product management; and supporting the Profiler team to keep improving our processes. (c) You will establish relationships based on trust with our customers by being their first point of contact and a sparring partner on scientific and technical matters, including user trainings and product support. We want our customers to have excellent translational and clinical data analysis processes, and you will be responsible to help enable this. Further, you will channel the insights gathered through your customer interactions back to our Development and Product Management team, help them to define end-to-end user stories and workflows matching their requirements, thereby assuring that Profiler is developed to maximize value for our customers. In addition to the core responsibilities listed above, we want you to help all of us in the Profiler team to improve, and we count on your knowledge, creativity, and technical skills to further advance our science, marketing, development, and product management. Your Profile Essential Skills and Experience: Excellent communication skills: you will be exposed to a range of different people, so you should feel comfortable interacting with customers at all levels (managers, scientists, and IT experts) and be prepared to constantly communicate internally. Solid scientific background (PhD level preferred) in statistical genetics, bioinformatics, biostatistics, computational biology, machine learning, data science or related field. 3+ years of working experience in translational / clinical research would be a definitive advantage, in particular experience with exploratory clinical trial data, biomarker research, patient stratification & companion diagnostics approaches, ideally at a contract research organization, in a clinic or a pharmaceutical company. If you do not have experience in any of these companies, we look forward to receiving your application if you possess the skills listed below, are a fast learner and wish to quickly delve into the scientific and technical challenges of cutting-edge technologies in the context of Pharmaceutical R&D. Additional Preferred Skills and Experience: Scientific experience and technical skills: Expertise in human genetics or molecular epidemiology, with a strong grasp of genomic approaches, technologies, and analytics to inform clinical trial design and enrichment, e.g. GWAS/RVAS/PheWAS. Profound understanding of biostatistics is essential; experience with methods of causal interference would be desirable. Solid background in oncology and/or immunology would be a plus. Expert knowledge of statistical programming in R is required, as well as working experience with SAS and scripting languages (Python or similar). Project management experience: delivering on time; planning resources and milestones; coordinating teams within and across organizations. Excellent presentation skills. Industry knowledge: You will work with a range of omics technologies and application areas (please see our website for currently supported technologies), so deeper knowledge within a few or broader knowledge across several of them would be desirable. Our customers are mainly pharmaceutical research organizations, thus your experience with pharmaceutical research and the drug discovery process would be valuable to us. The Company Genedata is an exceptional company. With over two decades of success in research informatics due to closely-knit teams of scientists, developers and business experts, Genedata has achieved steady and continuous growth since inception. As a private and majority employee-owned organization, we empower each employee to be a contributing voice in the company operations and evolution. Our collective expertise in research informatics, combined with our open and scalable computational solutions, makes us the leading software provider in R&D informatics for biotech, pharmaceuticals, and related life sciences. We are headquartered in Basel, Switzerland and have subsidiaries in Germany, US, UK, Japan and Singapore. About Genedata Profiler Developed in collaboration with leading pharmaceutical companies, Genedata Profiler provides a comprehensive, scalable and interoperable computational platform that addresses the major challenges associated with omics-based precision medicine. The innovative software platform combines high-performance raw omics data processing pipelines, sophisticated data analyses and unparalleled data visualizations with an advanced distributed data management infrastructure. Genedata Profiler accelerates the genomic profiling of patients, at scale and according to the highest data privacy and regulatory standards. Are you interested? If you are interested in this position, please submit your CV and motivation letter. Genedata only accepts CVs and resumes directly from candidates. Personnel recruitment agencies need not respond. Genedata is an Equal Opportunity Employer.',\n", + " '[\"Verbal Communication Skills\", \"Research\", \"Coordinating\", \"Collaboration\", \"Planning\", \"Management\", \"Communications\", \"Timelines\", \"Operations\", \"Presentations\", \"Innovation\", \"Creativity\", \"Positivity\", \"Sales\", \"Consulting\"]',\n", + " '[\"Milestones (Project Management)\", \"Genomics\", \"Collections\", \"SAS (Software)\", \"High Performance Computing\", \"Genetics\", \"Python (Programming Language)\", \"Computational Biology\", \"Know Your Customer\", \"Pipelining\", \"Data Visualization\", \"Evaluation Projects\", \"Budgeting\", \"Patient Monitoring\", \"Clinical Research\", \"Project Management\", \"International Communications\", \"Amazon Data Pipeline\", \"Business Development\", \"Technical Consulting\", \"Epidemiology\", \"Product Management\", \"Interactivity\", \"Statistics\", \"Machine Learning\", \"Plan Execution\", \"Industrialization\", \"Levelling\", \"Open Management 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We are looking for a smart and passionate Frontend Engineer to join our Engineering Team in Zurich. About Teralytics Teralytics is on a mission to change how the world moves. Until now, cities and mobility services have been designed based on assumptions of how officials and companies expect people to move. But, they aren't taking everyone's journey into consideration. As a result, for many, mobility is limited. Not just physically, but socially and economically. It's stopping people from reaching their full potential. Teralytics partners with mobile network operators to solve this problem with the most accurate indicator of people's movement – their mobile devices. It's the one thing everyone has with them at all times. And the cell towers receiving their signals don't discriminate based on device model or apps. Due to its complexity and scale, mobile network data has been nearly impossible to understand or utilize. That's why we've pioneered a way to translate it into actionable insights. For the first time we've unlocked truly inclusive data on people's journeys. Teralytics is backed by leading investors in the mobility and transport space, including Robert Bosch Venture Capital and Deutsche Bahn Digital Ventures, as well as high-profile VC funds, such as Atomico and Lakestar, and we are continuing to grow across the world. Whether at our headquarters in Zurich or in our offices in New York and Singapore, our people are at the core of our mission to shape the future of mobility. Your Role The frontend team is one of the engineering pillars in Teralytics. The team is responsible for building interactive web applications and data visualizations that present the insights from our aggregated and anonymized data on human mobility to customers in an easily understandable, visually appealing and engaging manner. Located in our Zurich office, you will play a central role in the development of these applications. More specifically, your responsibilities will include: Taking ownership of our web applications and shaping their future direction and architecture in close collaboration with product managers and designers Developing new features, components and experiences for our web applications in close collaboration with our data visualisation specialists, designers, data scientists and backend engineers Mocking up and prototyping new functionality, visualizations and applications Designing and developing internal applications in close collaboration with data scientists and backend engineers Working with our reliability engineers for efficient deployment of web applications Tech Stack We like working with modern browsers and technologies. Our tech stack includes tools such as: React, TypeScript, Node.js, D3, SVG, Canvas, WebGL, webpack, PostgreSQL, ClickHouse, Docker, Kubernetes. Open Source As strong believers in open-source we contribute to the community by releasing some of our work as open source projects ( https://github.com/teralytics/ ). Your Profile You are a CH/EU/EFTA citizen or in possession of a valid Swiss work permit Must-have qualifications Professional experience in building web applications with great UI/UX using state-of-the-art technologies, with a demonstrable portfolio Extensive knowledge of the technologies that power the web: JavaScript, HTML, CSS Experience with modern frontend development stacks Know-how in scalable frontend development architectures Fluency with data, databases, data preparation and transformations Eye for aesthetics and fluent user experiences Open mind about technologies and ways of approaching a problem Excitement about the fast moving web development world. You enjoy staying up to date and learning new technologies. Strong English communication skills, attention to detail, and ability to deliver finished projects on your own Preferred qualifications Experience with React, TypeScript, D3 and Node.js Experience with geospatial data, web mapping and geographic visualization Experience with 2D/3D graphics in the browser (SVG, Canvas, WebGL) Experience with functional programming concepts Knowledge of SQL databases, especially PostgreSQL What we offer We offer the chance to be part of an exciting and ambitious start-up that puts its people at the heart of its business. Be part of a diverse, international, cross-disciplinary team of highly motivated, hands-on experts that tackle unique challenges with a positive spirit and lots of fun. We offer a flexible work schedule, a central office location as well as a wide range of benefits and perks, including financial childcare support, additional company holidays, and career development programs. What to expect Teralytics is an equal opportunity employer and we value diversity. We do not discriminate on the basis of race, religion, colour, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.\",\n", + " '[\"Verbal Communication Skills\", \"Aesthetics\", \"Collaboration\", \"Mobile Devices\", \"Communications\", \"Scheduling\", \"Enthusiasm\", \"Presentations\", \"Socialization\", \"Positivity\"]',\n", + " '[\"Production Management\", \"Web Applications\", \"Childcare Fundamentals\", \"Disabilities\", \"Kubernetes\", \"Tooling\", \"Hyper SQL Database (HSQLDB)\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Joint Application Design (JAD)\", \"Aggregator\", \"2D Animation\", \"TypeScript\", \"Scale (Map)\", \"Visualization\", \"PostgreSQL\", \"Component Object Model (COM)\", \"Node.js\", \"Venture Capital\", \"Prototyping\", \"D3.js\", \"Translations\", \"Limiter\", \"Web Development\", \"HyperText Markup Language (HTML)\", \"Mobility\", \"Mobile Network Operator\", \"Data Visualization\", \"React.js\", \"Mock Ups\", \"Open Source Technology\", \"Docker (Software)\", \"Github\", \"Programming Concepts\", \"2D Computer Graphics\", \"Webpack\", \"WebGL\", \"Equalization\", \"Digitization\", \"Architectural Development\", \"JavaScript (Programming Language)\", \"Scalability\", \"Unlocker\", \"Receivables\", \"Functional Programming\", \"Humanism\", \"Appeals\", \"Economics\", \"Career Development\", \"Data Direct Networks\", \"Web Mapping\", \"3D Graphic Design\", \"Additives\", \"User Experience\", \"Eyes\", \"Custom Backend\"]',\n", + " \"['English', 'South Ndebele', 'Chichewa', 'Sinhala']\"],\n", + " ['39',\n", + " 'supply chain data analyst (m/f)',\n", + " 'Reinach',\n", + " '',\n", + " '',\n", + " '[[-1.28764436e-01 2.81232744e-01 5.46897054e-01 2.39168555e-02\\n4.87601131e-01 -6.08971901e-02 4.35195379e-02 4.44313020e-01\\n4.20789011e-02 -4.31067914e-01 -1.91733837e-02 -3.02204907e-01\\n3.51779163e-02 1.44612134e-01 8.17054585e-02 4.81249332e-01\\n1.42991006e-01 1.65683970e-01 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Despite employing over 14,000 people worldwide, we have remained a family company, and are proud of our close-knit working environment. There are always two sides to working with us - the professional and the personal. Together they add up to a more rewarding career, day in and day out. Role+Responsibilities Collect, analyze and interpret data from various systems (SAP, Data Warehouse, Transport Management System) for supply chain analytics Define new data collection approaches and improve existing ones Analyze patterns and trends in the data for supply chain improvements Visualize and report your derived findings Maintain supply chain master data and assure data quality Qualification+Profile Degree in Mathematics, Computer Science, Statistics or Economics Experience in data models and reporting packages Ability to analyze large datasets and create comprehensive reports An analytical mind with focus on problem-solving, attention to detail Strong verbal and written communication skills Strong knowledge of English Programming skills and experience with SQL, Oracle, Python, SAP BW, SAP analytics cloud, SAP HANA, Data lakes, Tableau Benefits + Perks You will find the security of working for an international family-owned company You will have a wide range of training opportunities You will get flexible working time You will come across a broad range of options for the reconciliation of family and working life Contact us + Apply If this position sounds appealing to you, we would like to hear from you. Please send your CV to Beatrice Jacob and state your salary expectations and earliest possible start date via our job portal at www.endress.com/career',\n", + " '[\"Professionalism\", \"Written Communication\", \"Problem Solving\"]',\n", + " '[\"Oracle SQL Developer\", \"Data Quality\", \"Tableau (Business Intelligence Software)\", \"Programming (Music)\", \"Computer Science\", \"Collections\", \"Analytics\", \"SAP HANA\", \"Statistics\", \"Supply Chain\", \"Survey Data Collection\", \"Visualization\", \"Computational Mathematics\", \"Industrial Processes\", \"Component Object Model (COM)\", \"M (Programming Language)\", \"Maintainability\", \"Python (Programming Language)\", \"Instrumentation\", \"Transport Management Systems\", \"Dataset\", \"SAP Project System\", \"Library For WWW In Perl\", \"Logical Data Models\", \"Management Systems\", \"Personalization\", \"Reconciliation\", \"Appeals\", \"Economics\", \"Data Lakes\", \"Derivatives\", \"Process Engineering\"]',\n", + " \"['English', 'Macedonian', 'Divehi', 'Chuang']\"],\n", + " ['84',\n", + " 'master data integration engineer',\n", + " 'Bern',\n", + " 'IT Services',\n", + " '',\n", + " '[[-3.09031397e-01 2.86576778e-01 5.84010422e-01 -4.96654399e-02\\n5.52538276e-01 -1.91140592e-01 -1.05004922e-01 2.17947185e-01\\n-3.58377248e-02 -3.50853562e-01 -1.73911348e-01 -3.41806024e-01\\n-7.37481788e-02 1.49130579e-02 2.96316713e-01 3.59328806e-01\\n2.64990717e-01 1.21172190e-01 -1.33099645e-01 3.10553759e-01\\n1.32012770e-01 2.63772719e-02 3.02399080e-02 6.18956089e-01\\n2.99379706e-01 -9.67673492e-04 -8.83044153e-02 -8.80543590e-02\\n-3.03947598e-01 -1.74440265e-01 4.44239616e-01 4.23517972e-02\\n-1.09806888e-01 -3.04692060e-01 3.44010964e-02 8.36837217e-02\\n-3.18673164e-01 -1.13705933e-01 -1.67597651e-01 1.29380211e-01\\n-5.14039397e-01 -3.20091903e-01 1.22377045e-01 3.50121558e-02\\n-2.31327176e-01 -3.23004663e-01 5.71623305e-03 -2.62245070e-02\\n-1.65084447e-03 9.47165936e-02 -6.08101845e-01 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Your responsibilities Contribute in custom implementation of Master Data Integration and distribution solutions between different Group Brands and Countries. Master Data Solution is being custom built using Software AG’s Webmethods EAI product stack and MS SQL database, Goal of this role will be to further implement and extend the solution into new Master Data areas around a central Master Data Hub. Design robust data integration architecture and data models Act as Integration Solution Designer working with Business Analysts and development teams to define end-to-end Integration Solution Design Implementation of Master Data Integration Solutions based on SOA principles and their Data Integration Architecture Assist in Governance of master data, interfaces and their related processes Operational support of the Integration Landscape- infrastructure, solutions and applications assigned to the Services- Integration Competence Center (INTCC) Your profile Degree in information technology or equivalent Technically qualified in the Information technology field (IT degree or Master’s degree) Multiple years of experience in designing and developing Master Data Management (MDM) Integration Solutions Expertise with data modeling and MSSQL relational databases Experience in Software AG Webmethods EAI stack or any other EAI and ESB stacks. Experience as a Java/JEE integration developer and object-oriented programming Experience in developing web applications and frameworks like Angular JS or Webmethods CAF UI Experience in XML/ SOAP/ REST based Webservices Experience with various communication protocols such as HTTP, FTP, AS2 Experience in SAP Integrations and SAP Technology (ABAP, IDOC’S, ALE, RFC etc.) will be an added advantage Experience in at least one messaging Technologies (Webmethods Universal Messaging/Broker, JMS, IBM MQ, Active MQ or any other messaging technology) Familiar with SOA based solutions Experience in operating applications in Unix based environments- shell scripting Ability to work in a team and independently Good analytical skills and solution-oriented Excellent communication skills and Fluent in English and French, German will be an asset Your chance Apply now: jobs@oneagency.ch! Ort: Bern Spezialisierung: JAVA Entwicklung XML JEE/J2EE SQL Sprachen: Deutsch Englisch Job ID: 2416',\n", + " '[\"Verbal Communication Skills\", \"Analytical Skills\", \"Customer Service\", \"Governance\", \"Infrastructure\", \"Real Estate\", \"Operations\", \"Integration\", \"Information Technology\"]',\n", + " '[\"Web Applications\", \"Siebel EAI\", \"Hyper SQL Database (HSQLDB)\", \"Data Management\", \"Pentaho Data Integration\", \"Data Modeling\", \"Branding\", \"Data Hub\", \"Data Integration\", \"Landscaping\", \"AS2\", \"SAP Technology Consulting\", \"Activism\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Web Development\", \"IDoc\", \"Java Message Service (JMS)\", \"Object-Oriented Programming (OOP)\", \"Quality Of Services\", \"Custom Built PC\", \"Project-Based Solutions\", \"AD Model Builder (ADMB)\", \"File Transfer Protocol (FTP)\", \"Logistics\", \"Advanced Business Application Programming (ABAP)\", \"Message Broker\", \"Integrated Services\", \"Angular (Web Framework)\", \"Relational Databases\", \"Solution Design\", \"Data Language Interface\", \"Simple Object Access Protocol (SOAP)\", \"Master Data Management\", \"Centering\", \"Communications Protocols\", \"NGBSS (SOA Integration Framework)\", \"Java (Programming Language)\", \"Extensible Markup Language (XML)\", \"Unix\", \"SQL (Programming Language)\", \"Acceptance and Commitment Therapy (ACT)\"]',\n", + " \"['English', 'Igbo', 'Dzongkha', 'Icelandic', 'Persian']\"],\n", + " ['3',\n", + " 'big data engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.25972161e-01 1.82309926e-01 4.60240096e-01 3.88041548e-02\\n5.27822554e-01 -2.00513646e-01 3.07385270e-02 3.83118659e-01\\n8.81233513e-02 -3.35077792e-01 -3.31870243e-02 -3.11059833e-01\\n-1.40460432e-01 1.27683818e-01 -8.64985678e-03 3.43016297e-01\\n3.68590027e-01 1.36323437e-01 -1.77311301e-01 4.07873333e-01\\n1.12691619e-01 -1.01935767e-01 1.18176444e-02 8.02999854e-01\\n5.14983177e-01 1.09390533e-02 -9.28386971e-02 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operating in the mobile app space. We offer a full suite of products and services for App Market Data and Mobile App Intelligence. Bringing a unique combination of technical and business skills together, we provide our customers with a thorough analysis of the latest developments on the app stores and mobile industry. We are a truly international team, with an innovative and fast-paced company culture. As a Data Engineer, you are someone who is passionate about processing large data sets. You will be responsible for building and maintaining data pipelines to support our products and our Data Science team. You will contribute to the entire stack, working with DevOps on maintenance and tuning, alongside collaborating with Data Scientists to build applications and algorithms. To thrive as a member of team 42matters, you must embrace our exciting work-hard, play-hard environment. We're not afraid to move fast and break things as we release, launch, iterate, update and announce; sometimes all in the same day. We're a closely-knit team and, especially at the end of a long day over beers, we feel like we're inventing the future together. Job type: Full-time Location: Zurich Starting date: As soon as possible RESPONSIBILITIES Write data pipelines to extract, transform and load (ETL) data automatically, using a variety of traditional as well as large-scale distributed technologies. Extend and optimize the current system by making the enormous amounts of data accessible for both our data scientists and our products. Help to build a reliable, sustainable and scalable data infrastructure. Requirements 3+ years of work experience as a Data Engineer. Strong experience with big data technologies on Amazon Web Services (e.g. Redshift, EC2, MapReduce, Spark). Strong knowledge of Python programming language. Familiar working with relational data stores (e.g. PostgreSQL, Redshift). Good abilities in DevOps. Fluent English. Ability to work autonomously but also be a strong team player. Self-motivated, team player comfortable in a small, intense and high-growth start-up environment. PREFERRED QUALIFICATIONS Strong educational background: Bachelor/Master degree in CS or other technical/science/math field Proficiency in more than one programming language (Java, Python, Bash). Strong SQL skills and the ability to write and analyze complex SQL queries. Experience designing data models and data warehouses. Ability to identify and resolve performance issues. \",\n", + " '[\"Self-Motivation\", \"Writing\", \"Collaboration\", \"Operations\", \"Team Motivation\", \"Reliability\", \"Innovation\"]',\n", + " '[\"Accessioning\", \"KM Programming Language\", \"Sustainability\", \"Data Modeling\", \"Data Engineering\", \"Industrialization\", \"Scale (Map)\", \"Mobile App\", \"MapReduce\", \"PostgreSQL\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Maintainability\", \"E (Programming Language)\", \"Data Pipeline\", \"Iterators\", \"Extract Transform Load (ETL)\", \"Mobility\", \"Minimum Data Set\", \"App Store (IOS)\", \"Data Science\", \"Web Services\", \"Bash (Scripting Language)\", \"Big Data\", \"Amazon Web Services\", \"Data Store\", \"Clinical Data Warehouse\", \"Data Infrastructure\", \"Experience Design\", \"Algorithms\", \"Amazon Data Pipeline\", \"Market Data\", \"Amazon Redshift\", \"SQL (Programming Language)\", \"DevOps\"]',\n", + " \"['English', 'Hebrew', 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Our wearable device, smart app and proprietary predictive algorithms empower women by giving them unique clinically researched insights and personalized data about their menstrual cycle, fertile window, and pregnancy delivered in a way that’s convenient and non-invasive. Ava was voted Best of Baby Tech at CES 2017, named a Women’s Health “Editors’ Choice” product and has been honoured as the best Swiss startup in 2017 and 2018. Our current key markets include USA, Germany, Switzerland and UK. Would you like to join us on our challenging adventure? Responsibilities: Migrate our research-database setup to a scalable, containerized environment Bring our job workflow management to the next level (Apache Airflow based) Assure research data quality with Continuous Integration (CI) tools and automated test scripts Improve and maintain MongoDB ingestion scripts Improve our PySpark-based big data ETL pipelines and update our Parquet data lake Monitor compliance and extract properties of our clinical studies (incl. automated reporting) for our Clinical team Verify the AI algorithms of our Data Science team using production data, automate output documentation meeting regulatory requirements About you: Master’s degree in Computer Science or equivalent Strong knowledge in Python is a must; knowledge of Git, PySpark, Scala, OOAD and CI is a plus 2+ years of relevant working experience with cloud based, virtual computer environments Experience with ETL pipelines for large data sets Experience with Spark, MySQL and/or MongoDB Knowledge of machine learning algorithms and tools is a plus Ability to work independently with a high sense of responsibility Fluency in English Swiss or EU/EFTA work permit Would you like to contribute to a highly motivated team, with a lot of space for your own initiatives? If yes, please apply online or send your complete application to recruiting(at)avawomen.com. We appreciate that you share our excitement for Ava. Please be aware that only complete applications (CV and motivation letter) can be considered. Ava – Revolutionizing women’s health Moritz Ritter, System Architect and Data Engineering Manager Should you not hear back from us within 3 weeks your application has unfortunately not been successful for the respective role.',\n", + " '[\"Research\", \"Team Motivation\"]',\n", + " '[\"Non-Invasive Monitoring\", \"Storage Area Network (SAN)\", \"Automation\", \"Data Quality\", \"MySQL\", \"Tooling\", \"Computer Science\", \"Prediction\", \"Fertilizers\", \"Apache Parquet\", \"Continuous Integration\", \"Apache Airflow\", \"Clinical Study Design\", \"Reproductive Health Care\", \"Pyspark\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Research Quality Framework\", \"Maintainability\", \"MongoDB\", \"Levelling\", \"Test Automation\", \"Containerization\", \"Smart Device\", \"Extract Transform Load (ETL)\", \"Pipelining\", \"Minimum Data Set\", \"Data Science\", \"Virtual Computing\", \"Personalization\", \"Artificial Intelligence\", \"Clinical Research\", \"Digital Health Technologies\", \"Big Data\", \"Scalability\", \"Data Lakes\", \"Test Script\", \"Workflow Management\", \"Algorithms\", \"Scripting\", \"Git Flow\", \"Wearables\", \"Virtual Private Cloud\", \"Regulatory Requirements\"]',\n", + " \"['English', 'Kannada']\"],\n", + " ['118',\n", + " 'software engineer',\n", + " 'Bern',\n", + " 'IT Services',\n", + " 'www.swisscom.ch',\n", + " '[[-2.09733129e-01 3.50201875e-01 2.88068235e-01 6.78935274e-02\\n5.85411787e-01 -3.34826916e-01 7.13923946e-03 4.90224123e-01\\n-5.37332520e-02 -5.77073276e-01 4.92801815e-02 -1.75621271e-01\\n-6.04336783e-02 1.17440253e-01 1.24078527e-01 3.65275979e-01\\n3.57617319e-01 1.81526050e-01 -1.11316614e-01 4.74624604e-01\\n-9.60416496e-02 -2.01154336e-01 -1.92102343e-02 7.68339336e-01\\n2.58309960e-01 -9.15234685e-02 -9.40391868e-02 6.98386831e-03\\n-2.62272686e-01 -2.15332359e-01 3.59628618e-01 -1.20907584e-02\\n-1.53971046e-01 -4.45049405e-01 9.15785357e-02 7.83154964e-02\\n-1.84729755e-01 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You play a key role in architecture and design discussions and inspire the team and the environment with the solutions you propose. You are committed to collaborative development and continuous delivery and contribute to continuously improving our DevOps capabilities. Leveraging your know-how in modern software architecture and cloud technology, you create innovative and fail-safe solutions for our customers. Thanks to your enthusiasm for new trends and technologies as well as your good communication skills, you help us keep our systems and data secure. Degree (Uni/UAS/technical college) in computer science, business informatics, or related disciplines Several years of experience in software development with Java, preferably in IAM Experienced in using DevOps automation tools for deployment, testing, and monitoring Knowledge of ForgeRock Identity and the Access Management Platform a plus Familiar with agile development methods and environments (Scrum, SAFe) Good German and English',\n", + " '[\"Verbal Communication Skills\", \"Collaboration\", \"Operations\", \"Enthusiasm\", \"Innovation\"]',\n", + " '[\"AWS Identity And Access Management (IAM)\", \"Automation\", \"Tooling\", \"Continuous Delivery\", \"Computer Science\", \"Data Security\", \"Vienna Development Methods\", \"Dialer Management Platform\", \"Scrum (Software Development)\", \"Business Informatics\", \"Software Architecture\", \"Sage SAFE X3\", \"Unmanned Aerial Systems (UAS)\", \"Software Development\", \"Software Modernization\", \"Java (Programming Language)\", \"Web Access Management\", \"Agile Product Development\", \"DevOps\", \"Cloud Technologies\"]',\n", + " \"['English']\"],\n", + " ['77',\n", + " 'backend engineer',\n", + " 'Zürich',\n", + " 'Computer Hardware & Software',\n", + " 'www.nanos.ai',\n", + " '[[-9.93610993e-02 1.67789996e-01 4.53946531e-01 -4.33472060e-02\\n3.97099793e-01 -8.52692872e-02 -6.75937310e-02 4.87816244e-01\\n-2.92915013e-02 -4.29475784e-01 -4.19181585e-02 -2.24508286e-01\\n-1.58719450e-01 7.35269561e-02 6.80728406e-02 3.37462664e-01\\n2.93862671e-01 1.14449501e-01 -2.80677438e-01 4.04118955e-01\\n1.58727437e-01 -5.37589714e-02 1.67795599e-01 6.62032604e-01\\n3.95197421e-01 -8.29496980e-03 3.43314558e-02 5.85573614e-02\\n-2.33463258e-01 -2.32918441e-01 4.72242475e-01 1.03322580e-01\\n-8.68875533e-02 -3.84176552e-01 2.06842005e-01 1.89335048e-02\\n-2.15945989e-01 3.69436480e-03 -7.42332265e-02 1.17948353e-01\\n-5.74157476e-01 -3.09221327e-01 3.62171121e-02 1.07915699e-01\\n-3.34808350e-01 -3.53398681e-01 2.05551028e-01 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-5.14753163e-01 3.49185944e-01 -1.18349016e-01\\n-2.31975894e-02 5.70320860e-02 3.05385411e-01 6.33793175e-02\\n-2.41767704e-01 1.94561034e-02 -6.75720908e-03 1.93816975e-01\\n2.05875218e-01 2.51239151e-01 -2.90455550e-01 -2.00694889e-01\\n-1.99528456e-01 1.10300615e-01 -2.38858029e-01 6.66600317e-02\\n1.41682737e-02 3.72138739e-01 1.41189769e-01 -2.97317803e-02\\n4.86623615e-01 -3.18099856e-02 -1.00332372e-01 -2.15976655e-01\\n-3.13839972e-01 -3.20134878e-01 -1.04718879e-01 -1.41013771e-01\\n2.13397115e-01 -3.93651515e-01 -1.20920800e-02 -8.08006078e-02\\n-1.93688393e-01 -2.40513042e-01 7.95801431e-02 -9.03673321e-02]]',\n", + " 'Who are we? Nanos is an online platform that makes placing paid advertisements a straightforward process accessible to any small & micro business around the world. We are a privately owned Swiss startup based in Zurich - a dynamic fast-growing team of software engineers, UX designers, business experts and machine learning engineers. Who are we looking for? As part of our growth we are building a fully distributed engineering team, for which we are looking for a Backend Engineer with a minimum of 3 years professional experience. From a cultural point of view, we expect you to bring in a plus with you as we are an inclusive company that thrives from the diversity its employees bring in. As a Backend Engineer, we expect you to be a problem solver before being a code writer. What will you do if you join us? As a backend engineer and being a part of our distributed development team you will be working on different parts of the Nanos platform (Frontend, Backend, Mobile app, Server infrastructure.., etc), where you will be expected to: - Architect and maintain distributed systems, focusing on reliability, security, and scalability - Design and develop highly scalable APIs and services that are used by web and mobile clients Requirements What skills do we expect you to have? With the exponentially growing number of frameworks and languages in software engineering we do not expect you to be an expert in all technologies used at Nanos but we do expect you to be a fast learner and an engineer with a critical and open mindset. Being a part of a rapidly moving industry, we are looking for engineers, who are not afraid to build fast, fail fast and learn from their mistakes. If you decide to join us you might be working on projects with technologies and languages such as: Node.js, MongoDB, Python, PostgreSQL CI/CD: Git, GitHub, Docker, Kubernetes, Jenkins, GitOps Our working language is English and we expect all candidates to be fluent in English. Benefits What are we to offer you? We would be more than happy to hear from you and look forward to have you joining our team where you should expect following benefits and culture: A competitive salary Generous stock option plan 25 vacation days per year Flexible working hours Free choice of hardware Regular experimental time to work on your own ideas Office within 5 min walking distance from Zurich HB Office shut down between Christmas and New Year (to be compensated by working a couple of extra minutes per day over the year, i.e. 15 min in 2018) A very multicultural team Regular team events and parties One ski retreat per year A fully-equipped kitchen and a dining area Big open terrace and a bbq space Free coffee/fruits and soft drinks ',\n", + " '[\"Infrastructure\", \"Planning\", \"Reliability\"]',\n", + " '[\"Distributed File Systems\", \"Advertisement\", \"Kubernetes\", \"Accessioning\", \"Jenkins\", \"Machine Learning\", \"Industrialization\", \"Mobile App\", \"PostgreSQL\", \"Python (Programming Language)\", \"Node.js\", \"Maintainability\", \"MongoDB\", \"E (Programming Language)\", \"Experimentation\", \"Software Engineering\", \"Mobility\", \"Github\", \"Docker (Software)\", \"Scalability\", \"Distributed Development\", \"Incentive Stock Option\", \"Git Flow\", \"Custom Backend\"]',\n", + " \"['English', 'Sanskrit', 'Bashkir']\"],\n", + " ['75',\n", + " 'big data sw engineer',\n", + " 'Bern',\n", + " '',\n", + " '',\n", + " '[[-3.01101953e-01 2.05468118e-01 3.38937968e-01 6.27648458e-02\\n5.27831316e-01 -2.44242936e-01 -4.42347862e-02 4.94137406e-01\\n-1.58931017e-01 -2.22726703e-01 -1.85679972e-01 -2.29153544e-01\\n-2.35485375e-01 8.83499682e-02 2.02865213e-01 1.99808836e-01\\n3.66957873e-01 1.75539657e-01 -3.10731858e-01 3.03253353e-01\\n9.57712680e-02 -7.33449981e-02 -6.93250299e-02 5.87042093e-01\\n2.11038351e-01 -7.33086094e-02 -1.07081152e-01 6.65421039e-02\\n-2.83298492e-01 -2.24916577e-01 3.65526676e-01 1.04469042e-02\\n-5.85217811e-02 -1.62259921e-01 2.23333761e-01 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and millions of events on a daily basis. You will be responsible to keep the platform highly available, scalable, secure and cost-efficient. Your profile: Bachelor’s degree in Computer Science, or a related field, or equivalent practical experience. Experience with one or more general purpose programming languages including but not limited to: C/C++, Go, Python or Java. Good understanding of cloud architectures, services and container technology. Experience with common cloud platforms (AWS, Azure, GCP). Experience with big-data processing systems featuring ingestion, storage and indexing. Solid communication skills, fluent in English. High level of drive, independence and strong analytical skills. Preferred qualifications: Master’s or PhD degree in Computer Science, further education or experience in engineering, computer science or a related field. Experience in IT security, especially malware analysis. Experience in message passing architectures (e.g. Kafka, RabbitMQ, Redis). Experience in architecting, building and maintaining hybrid cloud environments. Experience with agile development, testing and continuous integration. Benötigte Skills C C++ Go Python Python JAVA CLOUD Englisch Security Test',\n", + " '[\"Verbal Communication Skills\", \"Analytical Skills\"]',\n", + " '[\"Development Testing\", \"Python Server Pages\", \"KM Programming Language\", \"Agility\", \"Security Testing\", \"Computer Science\", \"Continuous Integration\", \"Python (Programming Language)\", \"Maintainability\", \"E (Programming Language)\", \"Hybrid Cloud Computing\", \"Limiter\", \"Pipelining\", \"Message Passing\", \"Data Processing Systems\", \"RabbitMQ\", \"Indexing\", \"C (Programming Language)\", \"Storages\", \"Scalability\", \"Big Data\", \"Redis\", \"Computer Engineering\", \"Google Cloud Platform (GCP)\", \"Raw Data\", \"Malware Analysis\", \"Language Experience Approach\", \"Java (Programming Language)\", \"Cloud-Native Architecture\", \"Cloud Technologies\"]',\n", + " \"['English', 'Chinese', 'Wolof', 'Southern Sotho', 'Kongo']\"],\n", + " ['68',\n", + " 'fullstack software engineer',\n", + " 'Zürich',\n", + " 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2.34162003e-01 -2.64328092e-01 -2.36567214e-01\\n-2.56358117e-01 1.31330937e-01 -2.12732673e-01 1.21233791e-01\\n3.73896444e-04 2.60688841e-01 1.67180136e-01 7.53072724e-02\\n2.79586524e-01 4.06940700e-03 -1.07937142e-01 -1.42126694e-01\\n-2.66415268e-01 -3.80658418e-01 -1.59196377e-01 -3.26687358e-02\\n1.25756204e-01 -2.92749524e-01 4.12866250e-02 -1.75034851e-02\\n-2.23701209e-01 -3.28137487e-01 1.19817182e-01 -1.54932171e-01]]',\n", + " 'localsearch is the leading marketing and advertising partner for Swiss SME. We make our customers successful in the digital world. Within our department Products & Platforms we are looking for new colleagues: Fullstack Software Engineer We are software engineers, Java dudes, Go programmers, Ruby champions, Javascript ninjas and offer a skilled cross functional software engineering team (mobile, web, backend) working on one of the biggest internet platforms in terms of traffic and users in Switzerland: local.ch a modern tech stack running on Kubernetes (moving to GCP) based on Spring Boot, Go, Rails, MongoDB, React, Swift, Kotlin an environment where we practice agile methodologies, do code reviews and live a DevOps culture other nice things like free coffee and fruits, hackdays, table tennis, foosball and a joyful team spirit You are a curious explorer, tech enthusiast, software craftsman, hacker and you impress us with knowledge of modern JavaScript frameworks like React, Vue or Angular HTML and CSS skills to build responsive websites proven Rails experience your willingness to get your hands dirty with backend apps written in Java, Go and writing RESTful APIs passion to explore new and alternative technologies like GraphQL fluent in English, German is a plus Important: We are only able to consider applicants with a valid permit to reside and work in Switzerland or citizens of EU-27. Direct applications are given priority. We will be happy to answer your questions via our WhatsApp chat +41 79 358 35 76. We, Sylvia Ramona Bertele and James Bergamin, look forward to receiving your online application!',\n", + " '[\"Writing\"]',\n", + " '[\"Advertisement\", \"Kubernetes\", \"Nice (Unix Utility)\", \"Spring Boot\", \"Platform Product Management\", \"Cascading Style Sheets (CSS)\", \"Vue.js\", \"Ruby (Programming Language)\", \"MongoDB\", \"GraphQL\", \"HyperText Markup Language (HTML)\", \"Software Engineering\", \"Mobility\", \"React.js\", \"Swift (Programming Language)\", \"Cross-Functional Coordination\", \"Agile Methodology\", \"Whatsapp\", \"Digitization\", \"JavaScript (Programming Language)\", \"Alternative Technologies\", \"Code Review\", \"JavaScript Frameworks\", \"Receivables\", \"Angular (Web Framework)\", \"Google Cloud Platform (GCP)\", \"Customer Success\", \"Java (Programming Language)\", \"Custom Backend\", \"DevOps\", \"RESTful API\", \"Kotlin\"]',\n", + " \"['English', 'Moldovan', 'Komi']\"],\n", + " ['145',\n", + " 'software engineer',\n", + " 'Zürich',\n", + " '',\n", 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Are you eager to shape the future of traditional industries like hospitality, retail, manufacturing or transportation using latest mobile technology? We are looking for the most talented and passionate individuals that love to work in demanding and international environments. We are a lean development team that moves fast. We push to production multiple times a day and continuously iterate on our products. This is an exciting time to join if you truly want to be involved in developing the core product at a tech driven company. As a Software Engineer you have the opportunity to work on all of our software stack and learn about state-of-the art web and mobile development. Technologies that you will work on are ElasticSearch, Realm.io, RabbitMQ, Backbone.js, Docker, Saltstack, Amazon Web Services, MySQL and interfacing them with different programming languages like Python, Java, Objective-C and Javascript. Your responsibilities Translate requirements, designs and wireframes into inspiring user experiencesBuild and maintain high-performance, reusable and reliable codeWork closely with other passionate software engineers to develop and ship new features What we look for BSc or MSc degree in Computer Science or related technical field or equivalent practical experienceExperience using RESTful APIs and handling JSON dataYou care about code quality and continuous refactoringProficiency in English as we speak mainly English at work Bonus Points You can show us programming projects that you work on in your free timeWe love an entrepreneurial mindsetWhat we offer youCompetitive salaryDynamic work environmentWeekly Bee-BreakfastFree Coffee, Fresh Fruits and a lot of Snacks Interested? We are looking for passionate, self-driven individuals. Thus we are interested in links/information to any projects you have done inside/outside your day job. Applications over videojobs.ch Job Type: Full-time',\n", + " '[\"Reliability\", \"Communications\", \"Hospitality\"]',\n", + " '[\"MySQL\", \"KM Programming Language\", \"Programming (Music)\", \"Computer Science\", \"High Performance Computing\", \"Backbone.js\", \"Beekeeping\", \"Industrialization\", \"Objective-C (Programming Language)\", \"Python (Programming Language)\", \"Maintainability\", \"Translations\", \"Iterators\", \"Lean Product Development\", \"Software Engineering\", \"Mobility\", \"RabbitMQ\", \"Docker (Software)\", \"Web Services\", \"Wireframing\", \"Mobile Application Development\", \"JavaScript (Programming Language)\", \"Core Product\", \"Amazon Web Services\", \"RESTful API\", \"Java (Programming Language)\", \"JSON\", \"Elasticsearch\"]',\n", + " \"['English', 'Greek', 'Hungarian', 'Divehi']\"],\n", + " ['84',\n", + " 'performance and capacity software engineer',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-3.30073804e-01 1.82333335e-01 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Your responsibilities Regular execution of performance tests Automation of performance testing environments Analysis and presentation of test results, suggestions for improvements Bottleneck analysis, database queries optimization, etc. Full cooperation with the development team to improve the overall product performance Dimensioning and capacity planning for the solution Your profile Master university degree in computer science or equivalent work experience At least 3 years of experience with performance testing Excellent analytic thinking and preciseness Advanced Java knowledge with code profiling, JVM monitoring and tuning Working experience with MySQL/Percona/MariaDB and good knowledge of their internals (e.g., InnoDB engine, Galera replication, etc.) Working knowledge of Linux OS and its monitoring tools Experience with infrastructure deployment automation (e.g. monitoring and deployment using Puppet/Chef/Ansible and Graphite) Knowledge of statistics Fluent in English Your chance Are you interested? Then apply now! Ort: Zürich Spezialisierung: JAVA Entwicklung SQL Sprachen: Deutsch Englisch Job ID: 1297',\n", + " '[\"Presentations\", \"Communications\", \"Infrastructure\", \"Cooperation\"]',\n", + " '[\"Galera\", \"MySQL\", \"Automation\", \"Tooling\", \"Puppet (Configuration Management Tool)\", \"Capacity Planning\", \"Computer Science\", \"Statistics\", \"Database Queries\", \"Linux\", \"E (Programming Language)\", \"Test Automation\", \"MariaDB\", \"Executable\", \"Chef (Configuration Management Tool)\", \"Analytical Thinking\", \"InnoDB\", \"Performance Testing\", \"Java Virtual Machine (JVM)\", \"Ansible\", \"Secure Network Communications\", \"Dimensioning\", \"Graphite (Software)\", \"Java (Programming Language)\", \"Bottleneck Analysis\", \"SQL (Programming Language)\", \"Profiling (Computer Programming)\", \"Query Optimization\"]',\n", + " \"['English', 'Burmese', 'Inuktitut']\"],\n", + " ['27',\n", + " 'software solution and integration engineer',\n", + " 'Zürich',\n", + " 'Banks & 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You will be responsible for elaborating and preparing solution design documentation for change initiatives and also for the development, configuration and maintenance of changes on existing systems and also for introducing new applications and interfaces with other systems. You will be designing and developing highly complex applications with the goal of streamlining business operations and improving overall user and/or customer experience. The ideal candidate is a self-starter with a strong desire to increase efficiency and make an impact while creatively collaborate and execute team goals contributing to the Bank’s vision towards digital transformation. Key responsibilities Prepare the required solution design and design specifications documentation for change initiatives and also develop integrated solutions mainly for middleware and backend applications Undertake the technical ownership of Cembra Money Bank’s middleware and backend applications and micro services Act as a SME and integrator with third parties providing design specifications and also development of backend services Contribute towards the timely completion of development tasks for change initiatives and projects Liaise with production support and operations teams for Troubleshooting of production software and bug fixing (level 3 support) Maintain the highest code quality standards Willing to understand all aspects, functional/business and technical, of the applications on which you work on so that you can be greatly effective Continually learn and apply relevant software development practices, patterns, tools and technologies and actively contribute to the Bank’s technical selections/decisions Your profile Master or Bachelor in Computer Science (or equivalent degree) 7+ years’ of backend or distributed systems Java development knowledge (EE/Spring) Knowledge of messaging systems and experience in designing and implementing ESB/Middleware solutions and applications’ integration Web technologies (SOAP, Rest), experience in Service-Oriented (SOA) and Microservice (MSA) architecture and strong understanding of software design patterns & object oriented principles Working experience with Java applications servers (WAS, JBoss, Tomcat) and relational databases and also knowledge of common networking, infrastructure, operating systems and security fundamentals A solid grasp on software engineering practices (e.g. thorough code reviews, unit tests, deep focus on quality, design documentation) Team player who quickly and easily adapts to changing situations, not afraid to take end-to-end ownership of tasks and responsibilities while displaying genuine commitment Working experience with FE development and javascript frameworks is considered a plus Good communication skills and an open style to provide transparency to management Fluent in English, German is a plus Contact Rahel Züllig HR Manager About Us Cembra Money Bank AG is a leading Swiss provider of consumer finance products and services. Its product range includes personal loans, auto leases and loans, credit cards and insurance sold with those products as well as invoice financing, deposit and savings products. Headquartered in Zurich-Altstetten, the Bank has operations across Switzerland via a network of 16 branches as well as alternative sales channels such as the Internet, credit card partners, independent agents and 4,000 car dealers. Cembra Money Bank AG is an independent Swiss bank and has been listed on the SIX Swiss Exchange since 2013. It has over 880 employees from 37 nations and 911,000 customers. On 1 July 2019 Cembra announced the acquisition of the consumer finance provider cashgate.',\n", + " '[\"Verbal Communication Skills\", \"Business Operations\", \"Collaboration\", \"Self Starter\", \"Management\", \"Operations\", \"Integration\", \"Creativity\", \"Troubleshooting (Problem Solving)\", \"Sales\"]',\n", + " '[\"Distributed File Systems\", \"Tooling\", \"Streamlining\", \"Systems Engineering\", \"Software Development Life Cycle\", \"Unit Testing\", \"Computer Science\", \"Message Handling Systems\", \"Consumables\", \"Middleware\", \"Staging\", \"Credit Card Applications\", \"Activism\", \"Alternators\", \"Software Design Patterns\", \"Maintainability\", \"E (Programming Language)\", \"Design Specifications\", \"Application Servers\", \"Levelling\", \"Digital Transformation\", \"Common Language Infrastructure\", \"Adapters\", \"Network Infrastructure\", \"Microservices\", \"Software Engineering\", \"System Integration Testing\", \"Operating Systems\", \"Java Application Server\", \"Finance\", \"Personalization\", \"Production Support\", \"Object-Oriented Design\", \"Service-Oriented Modeling\", \"Code Review\", \"JavaScript Frameworks\", \"Software Design\", \"Quality By Design (QbD)\", \"Productivity Software\", \"Banking\", \"Software Development\", \"Relational Databases\", \"Solution Design\", \"Loans\", \"Customer Experience\", \"Simple Object Access Protocol (SOAP)\", \"Transparency (Projection)\", \"NGBSS (SOA Integration Framework)\", \"Custom Backend\", \"Java (Programming Language)\", \"Biological Systems Engineering\", \"Acceptance and Commitment Therapy (ACT)\", \"Apache Tomcat\"]',\n", + " \"['English']\"],\n", + " ['96',\n", + " 'data scientist, real world evidence within oncology',\n", + " 'Basel',\n", + " 'Staffing & Outsourcing',\n", + " 'www.proclinical.com',\n", + " '[[-2.63169497e-01 3.86650473e-01 4.68789518e-01 -3.20093706e-04\\n7.19425201e-01 -5.94137199e-02 2.23216508e-02 1.48933291e-01\\n-2.25920901e-02 -3.16203535e-01 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The organisation is a global provider of automated laboratory instruments and solutions that develops, produces, markets, and supports automated workflow solutions that empower laboratories to achieve more. This vacancy is an excellent opportunity to work with a highly prestigious organisation whose historic presence has been a cornerstone in the pharmaceutical industry. Job Responsibilities: Ask the right scientific questions, understand the evidence needs for research and development, regulatory, and market access, and ideate and make recommendations on fit-for-purpose data and analytics solutions. Develop strategic plans to access fit-for-purpose data sources to support evidence generation and gain access to data through collaboration or data generation. Develop a comprehensive and deep understanding of the data we work with and foster learning with colleagues using analytical tools and applications to broaden data accessibility and advance our proficiency/efficiency in understanding and using the data appropriately. Stay current with and adopt emergent analytical methodologies, tools and applications to ensure fit-for-purpose and impactful approaches. Apply rigor in study design and analytical methods; plan for data processing; design a fit-for-purpose analysis plan, assess effective ways of presenting and delivering the results to maximize impact and interpretability; implement and/or oversee the study, including its reporting; ensure compliance with applicable pharma industry regulations and standards. Communicate findings to internal stakeholders, regulatory, health technology assessment (HTA) bodies and scientific communities; publish results; participate in external meetings and forums to present your insights (e.g. congress/conference). Collaborate and contribute to functional, cross-functional, enterprise-wide or external data science communities, networks, collaborations, initiatives or goals on knowledge-sharing, methodologies, innovations, technology, IT infrastructure, policy-shaping, processes, etc. to enable broader and more effective use of data and analytics to support the business. Skills and Requirements: MSc or PhD in epidemiology, pharmacoepidemiology, biostatistics, and/or public health (with focus on epidemiology/observational research). Demonstrated track record of designing, developing, executing, and interpreting epidemiological or outcomes research projects, with publications and presentations. Demonstrated experience with managing project scope and driving delivery in an evolving environment. Relevant work experience Good knowledge of drug development and life cycle management. Good therapeutic and disease area knowledge (chronic diseases/oncology preferred). Excellent knowledge in epidemiological methodology and ability to apply it within the pharmaceutical industry. Proven ability to translate and communicate complex study design and findings to diverse audiences. Please note that depending on your experience and qualifications, we may offer one of these titles: Data Scientist, Senior Data Scientist or Principal Data Scientist. Demonstrable multitasking, project management, and execution skills. Good interpersonal skills, including communication, presentation, persuasion, and influence. Good organisational skills, including efficiency, punctuality, and collaboration in a team environment. Proficiency with computer skills, such as MS Office. To Apply: Please click on the Apply button. Please include a short note outlining why you are interested in the role and why you think you are suitable. In case you have difficulty in applying or if you have any questions, please contact Emma Adams at +44 203 854 3893 or upload your CV on our website - www.proclinical.com. A full job description is available on request. Proclinical Staffing is a specialist employment agency and recruitment business, providing job opportunities within major pharmaceutical, biopharmaceutical, biotechnology and medical device companies. Proclinical Staffing is an equal opportunity employer. #LI-EA1 #Biometrics',\n", + " '[\"Punctuality\", \"Research\", \"Collaboration\", \"Planning\", \"Management\", \"Communications\", \"Multitasking\", \"Presentations\", \"Innovation\"]',\n", + " '[\"Biometrics\", \"Automation\", \"MSC Software\", \"Outliner\", \"Tooling\", \"Accessioning\", \"Epidemiology\", \"Analytics\", \"Project Management Life Cycle\", \"Industrialization\", \"Clinical Study Design\", \"Biotechnology\", \"IT Infrastructure\", \"Outcomes Research\", \"Component Object Model (COM)\", \"External Data Representation\", \"Track (Rail Transport)\", \"Technology Assessment\", \"Oncology\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Instrumentation\", \"E (Programming Language)\", \"Translations\", \"Executable\", \"Chronic Diseases\", \"Medical Devices\", \"Workflow Automation\", \"Cross-Functional Coordination\", \"Library For WWW In Perl\", \"Equalization\", \"Biostatistics\", \"Network 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currently looking on behalf of one of our important clients for a Software Engineer .NET / C#. The role is permanent position based in Zürich Canton. Your role: Design and develop core components for a PC-based client-server application Develop & implement concepts independently. Carry out feature development of client & / or server: Analysis, conception, design, implementation & unit testing. Perform design & code reviews with team members. Train & support team members in development work when necessary. Work closely with cooperation partners composed of product managers, requirements engineers & development teams for software instruments. Your Skills & Profile: 3 to 5 years of relevant work experience in software engineering environment. Strong practical experience & expertise with the .NET Framework & C#. Solid know-how of phase models & agile methods. Good Knowledge of OOA / OOD, UML & OO implementations. Ideally experienced with WPF, WCF, NHibernate & Autofac. Your Profile: University Degree in Computer Science. Proactive, self-driven & consistently aim to achieve high performance. Fluent English (spoken & written), German language skills are a big plus If you wish to apply, please send us your resume in Word format to sem@helvetica-partners.com You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " '[\"Proactivity\", \"Positivity\", \"Cooperation\"]',\n", + " '[\"Application Development\", \"Production Management\", \"NHibernate\", \"Unit Testing\", \"Computer Science\", \"UML Tool\", \"High Performance Computing\", \"Requirements Management\", \"Autofac\", \".NET Framework\", \"Component Object Model (COM)\", \"Instrumentation\", \"Idealization\", \"Feature-Driven Development (FDD)\", \"Reporting Application Server\", \"Software Engineering\", \"Wcf 4\", \"Requirements Engineering\", \"C# (Programming Language)\", \"Phase (Waves)\", \"Code Review\", \"Receivables\", \"Concept Analysis\"]',\n", + " \"['English']\"],\n", + " ['41',\n", + " 'software engineer - javascript/scala/machine 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The EPFL employs 6,000 people supporting the three main missions of the institutions: education, research and innovation. The EPFL campus offers an exceptional working environment at the heart of a community of 16,000 people, including over 10,000 students and 3,500 researchers from 120 different countries. Software Engineer - Javascript/Scala/Machine LearningYour mission : The IIPP Chair at the College of Management at EPFL Switzerland, is seeking a Software Engineer - Javascript/Scala/Machine Learning to lead the development of a web platform to run the highly-strategic IPRoduct research project http://www.iproduct.io. The IIPP Chair is the Chair of Innovation and Intellectual Property Policy of Prof. de Rassenfosse. The Chair is part of the College of Management at EPFL. Main duties and responsibilities include : Lead the development of a web platform to run the highly-strategic IPRoduct research project http://www.iproduct.io Your profile : Self-motivated and talented software engineer who holds a master’s degree in computer science or related disciplines Two years of experience in web development, including Javascript/HTML5/CSS Two years of experience in back-end development Strong knowledge of object-oriented and functional programming languages (preferably Scala) Keen interest in algorithms and machine learning Some knowledge of MySQL and UNIX Familiar with continuous integrating and delivery (DevOps) We offer : We offer a competitive salary commensurate with skills and experience, and subject to EPFL pay scale. Flexible working conditions in a highly international and stimulating environment. EPFL is a highly international, world-class engineering university. It offers many CS-related events and training and hosts a vibrant entrepreneurial community. EPFL is an equal-opportunity employer. Candidates will be recruited on merit only. If you are a passionate engineer and you fit the above criteria, we want to hear from you! Start date : To be agreed Term of employment : Fixed-term (CDD) Work rate : 70-100% Duration : 1 year, renewable Contact : Remark : Only candidates who applied through EPFL website or our partner Jobup’s website will be considered.',\n", + " '[\"Self-Motivation\", \"Research\", \"Management\", \"Communications\", \"Innovation\"]',\n", + " '[\"MySQL\", \"Cascading Style Sheets (CSS)\", \"Computer Science\", \"JavaScript Engine\", \"Machine Learning\", \"Continuous Integration\", \"Educational Research\", \"Scale (Map)\", \"Scala (Programming Language)\", \"HTML5\", \"Machining\", \"Web Development\", \"Software Engineering\", \"Hosting\", \"Library For WWW In Perl\", \"Equalization\", \"Intellectual Property\", \"JavaScript (Programming Language)\", \"Object-Oriented Design\", \"Functional Programming\", \"Back End (Software Engineering)\", \"Algorithms\", \"Unix\", \"Web Platforms\", \"DevOps\"]',\n", + " \"['English', 'Panjabi', 'Kwanyama']\"],\n", + " ['124',\n", + " 'software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.12718710e-01 1.10670008e-01 4.75184590e-01 -3.31541561e-02\\n5.69552958e-01 -1.60082176e-01 -7.25976750e-02 4.56851900e-01\\n-9.39485431e-03 -3.46985042e-01 -8.97977054e-02 -1.99055016e-01\\n-8.65264684e-02 1.58009958e-02 1.02504492e-01 2.59520143e-01\\n3.06469977e-01 1.36347577e-01 -2.48786330e-01 3.25105458e-01\\n1.79310754e-01 -2.32021026e-02 1.37772277e-01 6.70434237e-01\\n4.32870984e-01 -9.26994905e-03 -5.02437763e-02 1.68501791e-02\\n-3.41383606e-01 -2.54121363e-01 3.67121607e-01 8.42692852e-02\\n-7.05615878e-02 -3.59335333e-01 1.45708352e-01 8.81755725e-03\\n-1.51054129e-01 -4.73292582e-02 -2.31389552e-02 1.41306147e-01\\n-4.23853874e-01 -8.47265050e-02 3.57912071e-02 1.68432042e-01\\n-1.48513973e-01 -3.20981532e-01 1.53395742e-01 7.15538859e-02\\n1.64333247e-02 -6.99292794e-02 -5.31052053e-01 2.89238751e-01\\n-2.30182275e-01 -1.60018951e-01 3.27089399e-01 5.50157547e-01\\n-8.36343616e-02 -4.28591281e-01 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Our product is transparent and easy to use, while also suited for the demanding investor, who is looking for individual solutions and full control. Investing with True Wealth saves your time and your money. To help us to further develop our digital wealth management solution and bring it to the next level, we are looking for a Software Engineer. Requirements Your profile: You have a strong foundation as a Software Engineer (engineering degree), with an inclination towards functional concepts, types and good software design You are a team player who writes clean and elegant code and shares our passion of building a great platform. You possess strong skills in at least one typed programming language. Experience with Java and TypeScript is an advantage but not necessarily required. You are interested and might be experienced in web application development, from browsers down to the database. You might have business domain knowledge from finance, trading, or portfolio management You are fluent in English and are based in or around Zurich (we offer help with relocation). German skills are an advantage but not required. You need to hold or be eligible for a work permit in Switzerland (e.g. via Swiss or EU/EFTA citizenship) Benefits We offer: Responsibility, ownership and influence on the further development of our best-in-class roboadvice solution. Flexibility, exposure and opportunities to work across the entire stack, depending on preferences and skills. Backend stack: Java 12, Java EE (CDI, JAX-RS, JMS), jOOQ, Wildfly, Lombok, Gradle, Docker, PostgreSQL. Front-end stack: TypeScript, React, Redux. Competitive salary package, solidly financed growth company. Continuous integration, single command deployments. Office in Zürich (near station Zürich Binz SZU, 2 stops from HB). In your application, please include your full CV as well as references and possibly public samples to previous work, e.g. on GitHub. We do not work with recruitment agencies.',\n", + " '[\"Typing\", \"Writing\"]',\n", + " '[\"Application Development\", \"Web Applications\", \"KM Programming Language\", \"Investment Control\", \"Continuous Integration\", \"Wealth Management\", \"TypeScript\", \"Java EE Application\", \"PostgreSQL\", \"WildFly (JBoss AS)\", \"Gradle\", \"E (Programming Language)\", \"Levelling\", \"Lombok\", \"Software Engineering\", \"Java Message Service (JMS)\", \"Investments\", \"Portfolio Management\", \"Github\", \"Docker (Software)\", \"React Redux\", \"Finance\", \"Experimental Software Engineering\", \"Digitization\", \"Software Design\", \"Front End (Software Engineering)\", \"Software Requirements Specification\", \"Language Experience Approach\", \"Java (Programming Language)\", \"Trade Finance\", \"Web Application Development\", \"Custom Backend\"]',\n", + " \"['English', 'Pashto', 'Letzeburgesch', 'Avaric', 'Aymara']\"],\n", + " ['75',\n", + " 'junior data analyst',\n", + " 'Zürich',\n", 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Mathematics, MTEC or other quantitative field combined with a passion for solving business problems Proven analytical and quantitative skills and an ability to use hard data and metrics to back up assumptions, develop business cases, and complete root cause analyses Proficient in at least one programming language (e.g., Python, Java, JavaScript, R) Experience extracting and transforming data sets with SQL Fluency in English, good German skills Nice-to-Have: Experience using Data Warehouse solutions and BI Tools in a business environment with large-scale, complex datasets (e.g. Teradata, AWS RDS, Looker, Tableau, Kibana, MS Excel) Benötigte Skills Englisch MS-Office Python Python R E-commerce Einzel-/Detailhandel JAVA JavaScript Junior Mathematik Datawarehouse Business Intelligence\",\n", + " '[\"\"]',\n", + " '[\"Development Testing\", \"Data Warehouse Systems\", \"Automation\", \"Python Server Pages\", \"Tableau (Business Intelligence Software)\", \"Tooling\", \"Nice (Unix Utility)\", \"KM Programming Language\", \"Kibana\", \"Computer Science\", \"Analytics\", \"Task Management\", \"Scale (Map)\", \"Operational Efficiency\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Translations\", \"Data Transformation\", \"Dataset\", \"Productivity Improvement\", \"Root Cause Analysis\", \"Business Intelligence\", \"Business Requirements\", \"Business Process\", \"E-Commerce\", \"R (Programming Language)\", \"JavaScript (Programming Language)\", \"Technical Solution Design\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Business Development\", \"Business Case\"]',\n", + " \"['English', 'Slovak', 'Ossetian', 'Inuktitut']\"],\n", + " ['16',\n", + " 'software engineer business data events',\n", + " 'Zürich',\n", + " 'Enterprise Software & Network Solutions',\n", + " 'www.avaloq.com',\n", + " '[[-1.91104650e-01 2.25271225e-01 5.89884579e-01 1.13143306e-02\\n5.50288737e-01 -1.07360438e-01 -5.49557582e-02 3.53687912e-01\\n-5.68057783e-03 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Together. Avaloq is a value-driven fast-paced fintech company and we are committed to develop the banking technology of tomorrow. Leading banks and wealth managers in all major financial centres rely on our software and services, and this unique community grows every day. Your team The Application Framework Team is mainly responsible for software frameworks used in the Avaloq Banking Suite (ABS) for the business process modelling and data management. We enhance and maintain the frameworks and tools that enable other teams to create and process their business specific logic. The application framework team works on the central core of the ABS. Business Data Events is a newly built, high-volume data streaming platform. It streams all relevant business events from the Avaloq core banking system to a series of microservices. The data streaming platform is designed for high throughput (100 million messages per hour) and for low latency (below 20 ms). Our technology stack is based on Java (Spring Boot), Oracle and PL/SQL, Docker, Kubernetes, Apache Kafka, Google Protocol Buffers, Prometheus, Grafana, Angular and more. Your mission Further develop and optimize the data streaming platform Drive and enhance the core frameworks of Avaloq’s current and future products Participate in architectural design Understand Avaloq’s architectural strategy and translate it to scalable and maintainable solutions Support and consult our stakeholders – customers and internal business teams Constant self-development What you need University degree in Computer Science or equivalent experience Strong software engineering background, including understanding of modern software engineering principles and design patterns Strong analytical, abstract thinking and problem-solving skills Knowledge and hands-on experience in Java Solid understanding of relational databases Strong communication abilities and proficient English language skills You will get extra points for the following Experience with concurrent and distributed systems Experience with Spring Boot Experience with PL/SQL Experience with microservice architectures Understanding of agile methodologies Now let’s talk about perks and compensation With our compensation model, we want to share the success of the company with all our employees. We offer competitive base salaries and if you prove yourself as a super-star, you might be entitled to an extraordinary achievement reward. Place of work Zurich Don’t be shy – apply! Avaloq Evolution AG Kristin Stengel, Talent Acquisition Partner 8027 Zürich www.avaloq.com/en/open-positions Please only apply online. Note to Agencies: All unsolicited résumés will be considered direct applicants and no referral fee will be acknowledged.',\n", + " '[\"Writing\", \"Problem Solving\", \"Communications\", \"Positivity\", \"Consulting\"]',\n", + " '[\"PL/SQL\", \"Distributed File Systems\", \"Kubernetes\", \"Tooling\", \"Low Latency\", \"Spring Boot\", \"Protocol Buffers\", \"Computer Science\", \"Analytics\", \"Data Streaming\", \"Application Frameworks\", \"Distributed Design Patterns\", \"Data Driven Instruction\", \"Wealth Management\", \"Event Data Recorder\", \"Talent Acquisition\", \"Component Object Model (COM)\", \"Maintainability\", \"Architectural Design\", \"Translations\", \"Apache Kafka\", \"Microservices\", \"Software Engineering\", \"Docker (Software)\", \"Agile Methodology\", \"Business Process\", \"High Throughput Screening\", \"Library For WWW In Perl\", \"Scalability\", \"Clinical Data Management\", \"Grafana\", \"Angular (Web Framework)\", \"Business Events\", \"Relational Databases\", \"Banking\", \"Software Modernization\", \"Java (Programming Language)\", \"Prometheus (Software)\", \"Abstractions\", \"EN 1993 Building Codes\", \"International Business\"]',\n", + " \"['English']\"],\n", + " ['45',\n", + " 'software integration engineer',\n", + " 'Lausanne',\n", + " 'Investment Banking & Asset Management',\n", + " 'www.evooq.ch',\n", + " '[[-1.68128863e-01 1.47294775e-01 4.35314238e-01 1.03110090e-01\\n5.61902881e-01 -7.97348320e-02 -1.59811065e-01 3.72415334e-01\\n-8.33733752e-03 -3.67878765e-01 -1.52336314e-01 -2.37585738e-01\\n-3.37354131e-02 8.95932764e-02 5.61325066e-02 2.54188120e-01\\n2.37652689e-01 2.88989805e-02 -1.69625893e-01 2.19949186e-01\\n1.11101702e-01 -2.00569499e-02 2.21947238e-01 6.39403701e-01\\n3.54957104e-01 -9.49822739e-03 -5.59865721e-02 8.41386802e-03\\n-1.89814463e-01 -1.63141251e-01 5.26956260e-01 1.57068148e-01\\n-2.09396839e-01 -3.88300061e-01 3.09270211e-02 1.39186993e-01\\n-2.06834257e-01 -1.98661655e-01 -8.47955942e-02 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Active in the market since 2011, Evooq’s portfolio of solutions has been developed to empower advisors - from derivative financial instruments to risk intelligence, investment advisory and monitoring tools and more. To date, clients of leading financial institutions have utilized Evooq’s products in the Swiss, EU and Asian markets. We are a human sized company focused on delivering innovative software products that change how wealth management services are delivered to clients. We are looking for smart, pragmatic, clear communicators who like to solve problems with original thinking, drive features, and are able to work as part of an agile and cross-functional team in order to make us collectively stronger. Software Integration Engineer A Software Integration Engineer at Evooq works to onboard banks onto the platform. He has ease with customer contact (technical and business teams), he adapts to various technical setups and organizations in a solution-oriented state of mind. We are looking to hire people who can collaborate on large projects with discussion, review and knowledge sharing to drive features and make us collectively stronger. We are looking for the following specific skills and experience but are happy to talk to people who are bright and have the ability to learn fast. Banking software : Avaloq, Finnova, T24, S2i, Olympic Knowledge in Banking Languages: Java, JavaScript Tools: TDD, junit, git, maven Datastores: Postgres Orchestration: OpenShift, Docker-Swarm Containers: Dockers Optional but valuable skills and experience include: Domain knowledge: financial products, wealth management Agile delivery experience Cloud: AWS, GCP or Azure We are looking for smart, clear communicators who like to solve problems with original thinking, and are able to work as part of a cross-functional team. Start the conversation by clicking “Apply now”. Candidates must have or be eligible for a work permit in Switzerland. Full-time in Lausanne.',\n", + " '[\"Collaboration\", \"Communications\", \"Innovation\", \"Complex Problem Solving\"]',\n", + " '[\"OpenShift\", \"Tooling\", \"Test-Driven Development (TDD)\", \"Agility\", \"Collections\", \"Docker Container\", \"Junit\", \"Wealth Management\", \"Financial Institution\", \"Business Integration Software\", \"Financial Instrument\", \"Activism\", \"Onboarding\", \"Disciplined Agile Delivery\", \"Docker Swarm\", \"SARS Software Products\", \"Adapters\", \"Investment Advisory\", \"Feature-Driven Development (FDD)\", \"Investments\", \"Apache Maven\", \"JavaScript (Programming Language)\", \"Cross-Functional Team Leadership\", \"Humanism\", \"Banking Software\", \"Asset Management\", \"Google Cloud Platform (GCP)\", \"Banking\", \"Git Flow\", \"Derivatives\", \"Pension Funds\", \"Java Scripting Languages\"]',\n", + " \"['English']\"],\n", + " ['145',\n", + " 'c++ back end software engineer',\n", + " 'Zürich',\n", + " 'Aerospace & Defence',\n", + " 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2.92219132e-01 1.05701797e-02 -2.19366729e-01\\n-2.48113886e-01 2.14953542e-01 -6.39967173e-02 1.99305657e-02\\n2.04844683e-01 6.07056201e-01 -1.01149984e-01 -1.29280359e-01\\n6.67372286e-01 -4.63127270e-02 -3.13079894e-01 -3.09482813e-01\\n-9.77961048e-02 -1.94017991e-01 -1.44472271e-01 -1.38574749e-01\\n1.43630370e-01 -3.68721157e-01 -1.21986322e-01 -3.03417236e-01\\n1.05592251e-01 -2.40879670e-01 -1.33349448e-01 -2.46001985e-02]]',\n", + " \"To complement its growing team, Verity Studios is looking for an experienced and versatile back end software engineer capable of designing and developing high quality software for Verity's indoor drone systems. Designing software back ends for drone systems requires addressing new and challenging problems such as: (a) defining robust and reliable communication protocols to interact with embedded devices (both on wired and wireless connections), (b) implementing components to retrieve, store, and process significant amount of data in an efficient and responsive fashion, and (c) designing algorithms to easily and safely coordinate the operation of hundreds of drones and other system components. Our software team works on a multitude of challenging and interesting tasks, such as implementing drivers for proprietary embedded platform, defining robust and efficient communication protocols, designing algorithms to retrieve, process, and analyze significant amount of data, and implementing graphical user interfaces for control stations. Verity is the global leader in autonomous indoor drone systems and a leading provider of drone failsafe technology. Founded in 2014, Verity's drones have completed more than 150,000 autonomous flights safely above people, in more than 100 facilities in 20 countries worldwide. Its systems also enable the deployment of dynamic sensors and other payloads anywhere in commercial and industrial facilities. Verity's drones have been used by some of the world's biggest names in entertainment, including Cirque du Soleil and Madison Square Garden, and in global tours of major artists including Drake and Metallica. We are entrepreneurs, engineers, artists, professionals, mathematicians, and designers; all working as one. Do you want to join a fast-moving start-up where your contributions will make a difference? Then join us! Responsibilities. Design and develop robust and efficient solutions for advanced robotic systems Participate in all the stages of the development process, including requirements gathering, design, implementation, testing, review, documentation, and deploymentInteract with other engineering teams to define and review design documentsCooperate with control engineers to design protocols to interact with robotic systems in order to send commands and collect feedback dataCooperate with embedded engineers to understand the constraints of embedded platforms and design smart and reliable embedded applicationsInteract with front end engineers to define the interfaces between back ends and front endsDesign general purpose libraries that can be used across Verity's code base Qualifications. University degree in a relevant field Proven track record in designing and developing industrial-grade software Solid knowledge of software engineering principles In-depth understanding of algorithms and data structures Experience with database design and handling large amount of data is a plus Experience with distributed systems is a plusGood written and spoken English language skillsExcellent knowledge of C++ and STLFamiliar with GDB and other debugging and program analysis toolsKnowledge of libraries such as Boost and Qt and is a plusExperience in Python, C and modern C++ is a plusExperience with PCB schematics and digital communication interfaces (e.g. SPI, CAN, I2C) is a plusTeam player and self-drivenCreative approach to problem solving Benefits. Work in an interdisciplinary, highly-skilled teamCreate ground-breaking systems, used by some of the world's most prominent stage productionsShape the culture and have a significant impact in a rapidly growing young company \",\n", + " '[\"Professionalism\", \"Coordinating\", \"Problem Solving\", \"Operations\", \"Reliability\"]',\n", + " '[\"Distributed File Systems\", \"Control Engineering\", \"System Requirements\", \"Interactivity\", \"Boost (C++ Libraries)\", \"Collections\", \"Digital Communications\", \"Repository Protocol Design\", \"Staging\", \"Industrialization\", \"C++ (Programming Language)\", \"Software Quality Management\", \"Python (Programming Language)\", \"Track (Rail Transport)\", \"E (Programming Language)\", \"Library\", \"Embedding\", \"Program Analysis\", \"Process Driven Development\", \"Database Design\", \"Software Engineering\", \"C (Programming Language)\", \"Robotics\", \"Qt (Software)\", \"Sage SAFE X3\", \"Payloads\", \"Autodesk Design Review\", \"Graphical User Interface\", \"Data Structures\", \"Systems Design\", \"Front End (Software Engineering)\", \"Back End (Software Engineering)\", \"Algorithms\", \"Communications Protocols\", \"Gardening\", \"Algorithm Design\", \"Public Address Systems\", \"Commercialization\", \"B (Programming Language)\", \"User Interface\", \"Debugging\", \"Documentation Based Coding\", \"Controllability\"]',\n", + " \"['English', 'Uzbek']\"],\n", + " ['68',\n", + " 'software engineer',\n", + " 'Chiasso',\n", + " 'Film Production & Distribution',\n", + " '',\n", + " '[[-1.10012941e-01 2.50470519e-01 4.47021544e-01 7.62318075e-03\\n4.62903321e-01 -1.23481639e-01 1.25570491e-01 2.44325876e-01\\n3.67624722e-02 -4.38723087e-01 -1.22936435e-01 -2.46223420e-01\\n-9.11628082e-03 -9.29438695e-03 5.71359470e-02 3.63453090e-01\\n2.53457546e-01 -3.03699821e-02 -2.00233787e-01 4.40562785e-01\\n1.52866721e-01 -6.13864996e-02 6.80958107e-02 6.93907142e-01\\n4.41830158e-01 -4.54013608e-03 -2.18034536e-02 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brilliant people, not for a list of skills. While reading key responsibilities of the role, please consider that we value attitude more than your expertise. Are you curious and passionate about working in a constantly evolving and challenging international environment? Even if you dont feel to fit the role 100%, please apply: put your willingness to learn and we will grow together! Key Responsibilities will include Designing, writing and testing clean code using design patterns Create resilient, secure and performant applications able to serve millions of requests per day Contribute in simplifying and improving the infrastructure, always focusing on CI/CD Learn from colleagues and share your knowledge Interact with all stakeholders finding solutions for company evolutions Maintain systems by monitoring, identifying and correcting software defects. Contribute in the R&D of the company stack, proposing effective solutions Constantly updating technical knowledge and skills by attending in-house and/or external courses, reading manuals and accessing new applications Skills and Experience Essential Experience as a Software Engineer programming in Object Oriented languages ( C++, Java, Python etc.) Problem solving capabilities Positive and collaborative attitude Willingness to work inside a team Curiosity and passion for continuous improvement Customer orientation fluency in English What We Offer Working in an international agile environment using eXtreme Programming Bleeding edge technology stack (Docker, Kubernetes, Spring Boot, Vert.x, ReactJS, React Native and more ...) Continuous learning program with internal didactic unit Possibility to join conferences around Europe for continuous improvement Coding Dojo: a weekly training to learn and share coding techniques during office hours Internal technical conference (technical lunch) Flexible working hours Remote working up to 2 days per week Possibility to join the Erasmus program (temporary relocation among our offices) Complimentary fruit, beverages, coffees and a dedicated lounge area Preferential prices reserving through our platform Discounts from external partners Hiring Process Candidates for this position can generally expect a hiring process similar to the following one (please consider that based on location and availability the process can be slightly modified) Qualified candidates receive feedback concerning their application from our Recruiting team Based on role and experience, candidate might be requested to solve a coding exercise to submit on a public repository on Github. Exercise will be assessed by our internal Engineering team Onsite Coding -Techical interview: a coding exercise to solve together pairing with our Engineering team in your favourite programming language, plus a talk about technical stuffs, experiences and analyzing possible production scenarios Youll have the opportunity to meet our technical leaders and understand a little bit more about our continuous learning environment! Follow our technical team! -Blog: https://technology.lastminute.com/ -Twitter: https://twitter.com/lastminute_tech/Qualifications null Additional Information null',\n", + " '[\"Reservations\", \"Writing\", \"Collaboration\", \"Infrastructure\", \"Willingness To Learn\", \"Resilience\", \"Problem Solving\", \"Curiosity\", \"Positivity\"]',\n", + " '[\"Kubernetes\", \"Accessioning\", \"Spring Boot\", \"Programming (Music)\", \"Agility\", \"KM Programming Language\", \"Interactivity\", \"Object Oriented Programming Language\", \"Distributed Design Patterns\", \"Scholastic READ 180\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"React Native\", \"Maintainability\", \"Agile Edge Technologies\", \"Dojo Toolkit\", \"Software Engineering\", \"Object Constraint Language\", \"Docker (Software)\", \"Beverage Products\", \"Blogs\", \"Continuous Improvement Process\", \"Receivables\", \"Virtual Learning Environments\", \"Additives\", \"Code Sharing\", \"Java (Programming Language)\", \"Vert.x\", \"Extreme Programming\"]',\n", + " \"['English', 'Letzeburgesch', 'Chichewa', 'Kazakh']\"],\n", + " ['40',\n", + " 'data analyst',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " 'www.epam.com',\n", + " '[[-8.58022720e-02 3.32712084e-01 4.94108289e-01 -1.77620146e-02\\n5.63087642e-01 2.70984918e-02 1.36530504e-01 3.28442276e-01\\n-3.49113182e-03 -2.92604297e-01 -1.99293733e-01 -2.32322410e-01\\n2.59116888e-02 -2.85414737e-02 7.96415284e-02 3.91459495e-01\\n1.77091986e-01 2.46167872e-02 -1.93204746e-01 2.45982379e-01\\n1.89622715e-01 -2.05481425e-01 1.35971785e-01 7.05018997e-01\\n5.88862717e-01 4.01387997e-02 -4.02101642e-03 -1.66107304e-02\\n-2.98135132e-01 -3.87022644e-01 5.56441963e-01 3.69660407e-02\\n-1.24448605e-01 -2.40263909e-01 1.31573409e-01 2.22700894e-01\\n-2.06793636e-01 -7.78195336e-02 -1.31535664e-01 1.22085422e-01\\n-4.70116496e-01 -6.63011968e-02 -7.62421861e-02 1.13834061e-01\\n-2.89439321e-01 -3.39821339e-01 1.52780816e-01 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Responsibilities Design and prepare customer reports, dashboards and analyses; create prototypes; turn models into results Analyze, validate and visualize business data, create value-added solutions Analyze business questions and deliver business answers; translate technical data findings for non-technical teams and vice versa Become a visualization expert to empower the clients understanding their data Provide insights and recommendations for clients based on the analysis Conduct daily contact with customers, fill the role of a consultant Participate in internal knowledge-sharing forums Requirements Bachelor’s/Master’s Degree in Information technology or Economics with a strong IT attitude Work experience in an international enterprise size/servicing company At least 2-3 years of data analysis experience /Tableau/AML Datahub, Global/Business Objects Oracle/ SQL know-how is required Excellent communication skills, ability to work closely to clients Fluent English is a must, both verbal and written Self-motivated personality and excellent problem-solving skills, can-do attitude Excellent time management skills, ability to work effectively with strict deadlines We offer Competitive compensation depending on skills and experience Knowledge-sharing across EPAM's global Tech Communities Unlimited access to LinkedIn learning solutions Relocation support as per EPAM relocation policies EPAM Community with regular corporate and social events Career growth, performance and compensation reviews Additional Please note that any offers will be subject to appropriate background checks We do not accept CVs from recruiting or staffing agencies Due to the Swiss labour legislation we can only accept applicants who have a valid right to work in Switzerland\",\n", + " '[\"Verbal Communication Skills\", \"Self-Motivation\", \"Time Management\", \"Problem Solving\", \"Communications\", \"Socialization\", \"Information Technology\", \"Consulting\"]',\n", + " '[\"Technical Translation\", \"Validations\", \"Visualization\", \"Economics\", \"Business Objects Framework\", \"Tableau (Business Intelligence Software)\", \"Oracle SQL Developer\", \"Creating Shareholder Value\", \"Accessioning\", \"Prototyping\", \"Value-Added Services\", \"Personalization\", \"Data Analysis\", \"Legislation\", \"Dashboard\"]',\n", + " \"['English', 'Pushto', 'Yiddish', 'Chichewa']\"],\n", + " ['64',\n", + " 'back-end software engineer',\n", + " 'Chiasso',\n", + " '',\n", + " '',\n", + " '[[-3.35816383e-01 6.42856285e-02 6.17190480e-01 -7.22094923e-02\\n6.01747274e-01 -1.70121282e-01 -1.42338872e-01 4.20830846e-01\\n-7.83537850e-02 -5.50096869e-01 -6.17809072e-02 -1.95279032e-01\\n-3.54207829e-02 1.98555112e-01 4.70523201e-02 4.87554282e-01\\n3.15138310e-01 -1.35895789e-01 -5.76310121e-02 1.52816206e-01\\n2.57867668e-02 -6.72990307e-02 -1.52405679e-01 7.77097881e-01\\n8.09336975e-02 6.91256598e-02 1.49383098e-01 1.05123580e-01\\n-2.73855031e-01 -1.59847155e-01 3.74778986e-01 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Principali responsabilità Designing, writing and testing clean code Create resilient, secure and performant applications Simplifying and improving the infrastructure, focusing on CI/CD Interact with all stakeholders Monitoring, identifying and correcting software defects. Contribute in the R&D Principali caratteristiche richieste Experience as a Software Engineer programming in Object Oriented languages ( Java, Python etc.) Willingness to work inside a team Knowledge of Italian and English Customer orientation',\n", + " '[\"Infrastructure\"]',\n", + " '[\"Object-Oriented Database\", \"Software Engineering\", \"Python (Programming Language)\"]',\n", + " \"['English', 'Kwanyama', 'Urdu']\"],\n", + " ['57',\n", + " 'data scientist in tel-aviv',\n", + " 'Switzerland',\n", + " '',\n", + " '',\n", + " '[[-3.18293035e-01 2.87841141e-01 5.12300014e-01 -7.21083768e-03\\n5.24712682e-01 -1.88244194e-01 -1.17877543e-01 2.70312518e-01\\n-5.77173606e-02 -3.23469400e-01 -1.44767746e-01 -2.39758983e-01\\n-1.33455500e-01 1.63746506e-01 2.24244371e-01 3.49083453e-01\\n2.10390851e-01 4.85742167e-02 -2.19078898e-01 3.56796920e-01\\n1.08912639e-01 -2.76170559e-02 3.07881739e-02 8.12087834e-01\\n3.18082333e-01 2.93625891e-03 -8.18525702e-02 -3.55271362e-02\\n-2.17758745e-01 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for an experienced Data Scientist who will take a lead role in designing the next generation of financial engine, based on state-of-the-art deep learning, algorithms and innovative technology. Your role: Lead the development of novel solutions for hard, yet-unsolved problems. Acquire and maintain knowledge of state-of-the-art scientific literature in deep learning and related fields Design and implement scalable ML and DL systems, products, and solutions. Build deep learning-based products on CPUs and GPUs, leveraging latest deep learning and machine learning libraries. Manage, coach, mentor and support less experienced team members as required Your skills: Proven industrial and/or academic machine learning background (e.g., publications in ICCV, CVPR, ECCV, NIPS, ICML) Strong understanding of deep neural networks, machine learning and related fields At least 3 years’ experience Python / C++ Experience working with deep learning frameworks (e.g. Caffe, TensorFlow, etc.) Excel at both individual and team work The following skills are a big plus: Experience building AI systems using one of TensorFlow, PyTorch, MXNet, Theano, Caffe, and other open source frameworks. Solid understanding of underlying techniques in deep learning to build for scalability, and efficiency. Experience building machine learning products. Experience building scalable machine learning and deep learning systems. Your profile: MSc / PhD in related fields from leading universities (graduation with honours is a plus). Expected to be self-driven and motivated, lead and act independently to deliver; support will be provided from an experienced AI Leader as required and requested Ability to quickly understand and pick up new technologies and algorithms',\n", + " '[\"Innovation\"]',\n", + " '[\"Library Management\", \"MSC Software\", \"Apache MXNet\", \"Theano (Software)\", \"Machine Learning\", \"Industrialization\", \"C++ (Programming Language)\", \"Scientific Literature\", \"Python (Programming Language)\", \"Maintainability\", \"Financial Engineering\", \"E (Programming Language)\", \"Machine Learning Methods\", \"Open Source Technology\", \"Caffe\", \"Scalability\", \"TensorFlow\", \"Production Systems\", \"Deep Learning\", \"Recurrent Neural Network (RNN)\", \"Algorithms\", \"PyTorch (Machine Learning Library)\", \"Acceptance and Commitment Therapy (ACT)\"]',\n", + " \"['English', 'Danish', 'Tsonga']\"],\n", + " ['51',\n", + " 'product manager - ai and data products',\n", + " 'Lausanne',\n", + " 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In this position, you will take responsibility for one of our data and AI driven products. We seek an enthusiastic team player with great initiative and a get-it-done attitude. You must be able to handle a fast-paced work environment while juggling several different tasks at the same time. You also must have an eye for detail and high standards, with highly developed critical thinking, interpretive and analytical skills, and the ability to communicate product vision across multiple cross-functional teams. Key responsibilities Drive your products within the agile development teams, specifying business requirements, prioritizing user stories, supporting development, setting KPIs, proactively approaching users and stakeholders, collecting feedback and acting on it; Work together with our Data Architecture teams to ensure data quality, consistency and traceability; Discover, define and drive implementation of new product features, or evolving existing ones through working with our Data Sciences and other internal stakeholders; Sette hypotheses, test assumptions and break down complex problems into small steps; Take responsibility for the user experience and collaborate with designers and users to create the most appropriate solutions of our users; Be an expert in your product field, including technologies, competitors, and usage model trends; Work on multiple products simultaneously in a fast-paced, dynamic, and energetic environment; Act as the spokesperson for your products and drive feature adoption. Requirements Minimum three years of working experience, either as a product manager or similar position, ideally with a focus on data products; Good understanding of data architecture in both structured and unstructured data sources; Good understanding of machine learning concepts in general, more specific recommendation algorithms; Good understanding of web technologies and APIs; Experience in defining technical specifications describing requirements for data transfer, transformation and storage, with attention to big data topics, Comfortable in working with machine lear Strong analytical skills and independent, entrepreneurial approach; Working language is English - solid communication skills in English, both written and verbal are an absolute must. Benefits 25 days' vacation per year and Christmas office closure; Participation into the company's annual bonus scheme; Access to the latest equipment and international working environment; Professional development opportunities; Plenty of social & fun benefits: Christmas party, summer barbecue, monthly happy hour; Fruits & snacks in the kitchen as well as much tea & coffee as you like; In-house well being activities including free weekly yoga; A huge variety of self-organized activities from ski trips and football to French club. How to apply Please submit your application in English. Applicants must be Swiss or EU citizen, or have a valid Swiss work permit.\",\n", + " '[\"Verbal Communication Skills\", \"Complex Problem Solving\", \"Analytical Skills\", \"Sourcing\", \"Energetic\", \"Collaboration\", \"Proactivity\", \"Communications\", \"Critical Thinking\", \"Socialization\", \"Prioritization\", \"Positivity\"]',\n", + " '[\"Data Architecture\", \"Production Management\", \"Data Quality\", \"Accessioning\", \"User Story\", \"Product Management\", \"Acting\", \"Collections\", \"Open Access\", \"Scheme (Programming Language)\", \"Activism\", \"Yoga\", \"Machining\", \"Idealization\", \"Development Support\", \"Hostile Work Environment\", \"Machine Learning Methods\", \"Unstructured Data\", \"Traceability\", \"Data Science\", \"Professional Development Programs\", \"Business Requirements\", \"Storages\", \"Acceptance and Commitment Therapy (ACT)\", \"Data Transformation Services\", \"Big Data\", \"Cross-Functional Team Leadership\", \"Transformation (Genetics)\", \"Data Transfer Object\", \"Statistical Hypothesis Testing\", \"User Experience\", \"Eyes\", \"New Product Development\", \"Agile Product Development\", \"Adoptions\"]',\n", + " \"['English', 'Limburger', 'Western Frisian', 'Navaho', 'Maldivian']\"],\n", + " ['14',\n", + " 'computer vision researcher/engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.17035726e-01 2.98950672e-01 4.69268471e-01 -8.73681381e-02\\n5.13036072e-01 -2.32685223e-01 -9.23216119e-02 4.52893853e-01\\n-1.51256517e-01 -3.85924488e-01 -1.29038885e-01 -2.83279926e-01\\n-1.48410395e-01 2.11731523e-01 1.44315660e-01 5.19022346e-01\\n2.31461331e-01 5.25986701e-02 -4.14509892e-01 4.25563246e-01\\n2.55281657e-01 -1.20303407e-01 -9.82607622e-03 6.96228087e-01\\n4.30570960e-01 -7.75224641e-02 1.63752076e-04 2.52568841e-01\\n-2.30209127e-01 -2.83672243e-01 4.30388540e-01 4.22238410e-02\\n-4.68100235e-02 -2.93774396e-01 2.47980967e-01 1.41149491e-01\\n-1.38741374e-01 1.42635778e-02 -7.47205615e-02 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You have extensive experience in Computer Vision with specialization in at least one of the following areas: Dense Mapping Design and implement advanced algorithms for reconstructing dense 3D models of large-scale indoor environments using depth sensors. 3D Scene Understanding Design and implement 3D scene segmentation algorithms based on depth, motion or texture data. Machine learning Detecting known objects and use priors to complete un-observed parts of the object. Your Qualifications:Expert knowledge in at least one area listed below: Fluent in C/C++ (programming and debugging) Experience working with OpenCV Knowledge of parallel computing, OpenCL, GPGPU is a plus Knowledge software optimization and embedded programming is a plus Your Education: MS in Computer Science or Electrical Engineering Ph.D. is preferred What we offer: Nice environment to deploy your enthusiasm for computer vision challenges and cutting-edge technologies Highly skilled team of researchers, scientists and engineers Flexible working hours Should you have any further questions, feel free to reach out to: hr@astrivis.com',\n", + " '[\"Research\", \"Enthusiasm\"]',\n", + " '[\"Nice (Unix Utility)\", \"Programming (Music)\", \"pH Meters\", \"Computer Science\", \"Texturing\", \"OpenCV\", \"Machine Learning\", \"Scale (Map)\", \"Computer Vision\", \"Component Object Model (COM)\", \"Knowledge Management Software\", \"Optimization Software\", \"Agile Edge Technologies\", \"OpenCL\", \"Embedding\", \"C (Programming Language)\", \"Electrical Engineering\", \"3D Modeling\", \"Parallel Computing\", \"Algorithms\", \"Mapping\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"Software Plus Services\", \"Debugging\"]',\n", + " \"['English', 'Nepali']\"],\n", + " ['9',\n", + " 'software engineer frontend (m/w)',\n", + " 'Switzerland',\n", + " '',\n", + " '',\n", + " '[[-3.29411924e-01 3.69570881e-01 4.05117869e-01 -9.23201814e-02\\n4.00253803e-01 -1.96479231e-01 -3.31471823e-02 4.53161091e-01\\n-8.15106258e-02 -3.87246817e-01 -8.96338522e-02 -2.40364134e-01\\n-1.78286508e-01 5.12044504e-02 1.76763207e-01 3.77947927e-01\\n3.02914709e-01 1.31900102e-01 -2.00987652e-01 3.42699260e-01\\n7.53284618e-02 -8.97139087e-02 -2.94442456e-02 7.02488601e-01\\n3.25351417e-01 1.07417889e-02 -3.31698805e-02 -8.29202756e-02\\n-2.61225253e-01 -2.32835680e-01 3.87040228e-01 1.65966637e-02\\n-9.27388221e-02 -3.60517710e-01 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We design and implement cluster systems, comprehensive virtualization solutions, enterprise hosting and cloud systems as well as complex LDAP solutions for centralized administration and authentication. We offer an unprecedented environment with a team of absolute open source professionals. We also promote community work and actively support the Open Source movement. Your responsibilities: Implementation of customer-specific solutions based on EmberJS, HTML, CSS Collaboration on the development of concepts and requirement specifications Support in customer meetings, assistance in the supervision of existing and new projects Participation in the planning and implementation of the realization Your qualifications: For this job you have knowledge in using well-known Open Source products and Linux/Unix as a working tool. In addition, you shine with us with the following characteristics: Very high degree of independence Profound knowledge of all web technologies (Javascript, HTML, CSS, REST, etc.) Experience in the development of OOP solutions, knowledge of functional programming desired Knowledge of the entire web application stack (Javascript, HTML, CSS; protocols, SQL databases) Security Know-how (SQL Injection, XSS, …) Know-how in User Interaction and User Experience Design Willingness to take on responsibility Familiarity with other programming languages and environments such as C++, Go or Rust are advantageous What we offer: We offer you a working environment with flexible employment conditions and a relaxed working environment with exceptionally talented employees. Short decision-making paths and the opportunity to take on responsibility quickly characterise our company and are an integral part of our philosophy. It is also important to us to make our contribution to Open Source – therefore we contribute to the Open Source movement at various levels, be it through financial support, sponsoring or participation in development. You interested? Then please send your application documents and the next possible starting date by email to Thomas Köchli. We look forward to getting to know you!',\n", + " '[\"Professionalism\", \"Collaboration\", \"Planning\", \"Supervision\", \"Communications\", \"Integration\", \"Decision Making\"]',\n", + " '[\"Web Applications\", \"Tooling\", \"KM Programming Language\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Virtualization\", \"Clustered File Systems\", \"C++ (Programming Language)\", \"Requirements Specifications\", \"Authentications\", \"SQL Injection\", \"Activism\", \"Linux\", \"Levelling\", \"Systems Integration\", \"Cloud Platform System\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"Hosting\", \"Database Security\", \"Open Source Technology\", \"Project-Based Solutions\", \"Ldap Client\", \"JavaScript (Programming Language)\", \"User Experience Design (UX)\", \"Functional Programming\", \"Experience Design\", \"Additives\", \"Rust (Programming Language)\", \"User Experience\", \"Unix\", \"SQL (Programming Language)\", \"Object-Oriented Programming (OOP)\"]',\n", + " \"['English', 'Volapük', 'North Ndebele']\"],\n", + " ['105',\n", + " 'frontend engineer (m/f)',\n", + " 'Zürich',\n", + " 'Internet',\n", + " 'www.smallpdf.com',\n", + " '[[-4.26356867e-02 2.17359364e-01 5.42060494e-01 -5.14482819e-02\\n4.81459022e-01 -2.47155696e-01 7.70751685e-02 3.83561611e-01\\n-7.61580393e-02 -4.18908447e-01 -1.47926528e-02 -3.62792462e-01\\n-9.29435715e-02 1.75257578e-01 5.87201007e-02 3.43884677e-01\\n2.85040706e-01 1.12520024e-01 -2.44654283e-01 3.55138689e-01\\n2.96462566e-01 -1.12063155e-01 4.66714986e-02 6.95091784e-01\\n4.14578646e-01 -9.51050743e-02 -5.16524464e-02 -1.53855786e-01\\n-3.06625158e-01 -2.67285466e-01 4.19684708e-01 -3.26246917e-02\\n-5.62880151e-02 -4.05230820e-01 8.40772465e-02 1.87225621e-02\\n-2.44043529e-01 -2.15876698e-01 1.30531646e-03 2.38969445e-01\\n-4.90683615e-01 -2.87727356e-01 5.78819215e-02 3.12983468e-02\\n-1.71726957e-01 -3.27531070e-01 9.79775041e-02 4.48192917e-02\\n1.39299437e-01 1.00150913e-01 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The 5-year-old company is one of the most recognized and awarded startups in Switzerland and has the ambition to simplify the life of its customers. As a senior team full of passion for design, engineering, and business we create remarkable user experiences. Join our cross-functional team and have a direct impact on how over 20 million users worldwide work with documents. Our team enjoys open-source, adopting the latest technologies and solving tricky frontend challenges to create outstanding user interfaces. As a Frontend Engineer at Smallpdf, you will work closely with the team to improve and extend our product. What you will do: Team up with our designers and developers to create great user experiences and reliable interfaces Work closely with our team to tie the front-end to our back-end infrastructure Implement new features and improve existing ones We use the latest technologies, including: ES6 Webpack React Redux Redux-Saga Check our stack via https://stackshare.io/smallpdf/frontend Requirements 3+ years of experience in developing web-based user interfaces Outstanding skills in Javascript (including some knowledge in Node.js) An obsession for interactions, animations, and visual details CSS, TDD, Git and Linux experience Experience with React is a plus Can excel independently and have a sense of ownership for your own work Fluent English Based in Zurich or willing to relocate Swiss or EU passport holder (or other permits that allow you to work in Switzerland) Benefits The chance to personally impact a successful & rapidly growing startup Opportunity to solve tricky frontend challenges using modern technologies Work in small teams that have direct impact on tools that are used by million of users Become part of a highly motivated and international team that pushes boundaries Fun company events, such as snowshoe hikes in the Swiss Alps, wake-surfing on lake Zurich, after work BBQs and more! Free German language course Regular Hack Days to challenge yourself Nice rooftop office in central Zurich If you like the job apply here please: https://apply.workable.com/smallpdf/j/62E4A9510C/apply/ By sending your application you allow Smallpdf to handle and store your data.',\n", + " '[\"Infrastructure\", \"Reliability\"]',\n", + " '[\"Tooling\", \"Test-Driven Development (TDD)\", \"Nice (Unix Utility)\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Visualization\", \"Component Object Model (COM)\", \"Node.js\", \"Linux\", \"Web Development\", \"React.js\", \"Open Source Technology\", \"IText (Free PDF Software)\", \"React Redux\", \"Webpack\", \"Animations\", \"Personalization\", \"JavaScript (Programming Language)\", \"Cross-Functional Team Leadership\", \"Civil Engineering Design\", \"Front End (Software Engineering)\", \"Back End (Software Engineering)\", \"Language Experience Approach\", \"Git Flow\", \"User Experience\", \"User Interface\", \"Adoptions\"]',\n", + " 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final findings My qualifications Rigorous analytical and conceptual thinking with an entrepreneurial mindset and advanced knowledge of MS-Office, particularly Excel Academic degree in Business Administration, Engineering, Science, or equivalent education (UNI/FH) Consulting or project management background Able to adapt quickly to new topics and stakeholders Able to interact professionally and independently with various internal stakeholders on different hierarchy levels Strong written and verbal communication skills in English and German My benefits Interesting project in an international company About Hays IT specialists hold all the cards: for its customers in industry and the public sector, Hays is looking for motivated employees who like looking at the bigger picture and growing with new challenges. We make sure that you benefit from our many years of experience in IT recruitment and will find you the right role to suit your skills and interests – all completely free of charge to you. Register with us and reap the benefits of job offers that are both interesting and relevant to your skills and experience. My contact at Hays My contact person Nicoletta Marciello Reference number 447367/1 Contact E-Mail: nicoletta.marciello@hays.ch',\n", + " '[\"Verbal Communication Skills\", \"Adaptability\", \"Professionalism\", \"Business Administration\", \"Presentations\", \"Consulting\"]',\n", + " '[\"Data Processing Systems\", \"Estimators\", \"Conceptualization\", \"Employee Motivation\", \"Resourcing\", \"Project Management\", \"Personalization\", \"Interactivity\", \"E (Programming Language)\", \"Levelling\", \"Analytics\", \"Cost Structures\", \"Industrialization\", \"Finalization\"]',\n", + " \"['English', 'Icelandic']\"],\n", + " ['109',\n", + " 'data scientist (analytics)',\n", + " 'Zürich',\n", + " 'Enterprise Software & Network Solutions',\n", + " 'www.starmind.ai',\n", + " '[[-2.10179746e-01 1.94211572e-01 4.47810352e-01 7.11169317e-02\\n4.75101680e-01 -1.05349049e-01 1.71992742e-02 3.98088157e-01\\n-2.30169017e-02 -5.11718750e-01 7.56235421e-02 -2.83988595e-01\\n-1.85230911e-01 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Our platform helps expedite people's advancement by exploring undocumented human intelligence and enabling real-time access to skills, knowledge, and solutions within corporations, communities, and, since we like to think of the bigger picture: the world. We are backed by some of the best VC investors in Europe, becoming one of the fastest growing AI companies in Europe; and are rapidly expanding our team with the crème de la crème from AirBnB, Twitter, SalesForce, Zuora and many more. Do you have what it takes to help us shape the future of AI? Watch this video to find out how Starmind works! What You Will Do You analyse the data generated by our application and generate insights into where and how machine learning algorithms could be applied to improve the user experience. You identify the most important KPIs to measure the performance of our existing algorithms and set up automatic monitoring and reporting for these metrics. You advise our developers on how to log data so that the usage and usefulness of all features can be measured. You work with our DevOps to improve the accessibility and scalability of our logs and databases. Who You Are You are fluent in SQL (e.g. MySQL). Experience with ElasticSearch and/or NoSQL databases is a plus. You can write code for data processing in Python (using data analysis libraries such as pandas). You have experience with data visualization (for example using matplotlib or Grafana). You are always curious to try out new tools and libraries for the analysis and visualization of data. You follow new developments in AI and understand how machine learning algorithms can help to analyse data. You have a sharp eye for irregularities in a dataset and you will leave no stone unturned when looking for the cause of an anomaly. You have a good understanding of statistics, in particular regarding hypothesis tests and statistical significance. You desire to work in a small, agile team environment. You communicate proactively and work independently. The Bounty A dynamic, young company where input is welcomed and acted upon High level of personal responsibility and independence A challenging and exciting mission within an innovative and multi-cultural environment The opportunity to work with some of the smartest and most innovative people in the market If this sounds like you, let’s solve the riddle and apply (written in English or German) - We’re very excited to meet you.\",\n", + " '[\"Communications\", \"Writing\", \"Proactivity\", \"Innovation\"]',\n", + " '[\"MySQL\", \"NoSQL\", \"Matplotlib\", \"Accessioning\", \"Advising\", \"Corporate Communications\", \"Tooling\", \"Agility\", \"Acting\", \"Statistics\", \"Machine Learning\", \"Visualization\", \"New Business Development\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Logging\", \"Library\", \"Levelling\", \"Data Visualization\", \"Machine Learning Methods\", \"Personalization\", \"Machine Learning Algorithms\", \"Scalability\", \"Human Intelligence\", \"Electronic Data Processing\", \"Humanism\", \"Grafana\", \"Statistical Hypothesis Testing\", \"Algorithms\", \"User Experience\", \"Eyes\", \"Pandas (Python Package)\", \"SQL (Programming Language)\", \"Data Analysis\", \"DevOps\"]',\n", + " \"['English', 'Latvian', 'Kikuyu']\"],\n", + " ['75',\n", + " 'software back-end engineer (m/w)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.71552032e-01 2.91270584e-01 3.82932365e-01 -6.69109868e-03\\n3.55228841e-01 -2.36295044e-01 2.26878119e-03 3.73446047e-01\\n-7.57382885e-02 -2.04707831e-01 -3.22159790e-02 -2.29785040e-01\\n-3.30118656e-01 -6.83388487e-02 1.30850390e-01 4.15461659e-01\\n2.63428152e-01 1.37489960e-01 -2.57047325e-01 3.84930313e-01\\n2.22024724e-01 -7.94562511e-03 -2.06433833e-01 6.13091886e-01\\n4.15168166e-01 6.67720009e-03 -1.12058461e-01 7.38009950e-03\\n-3.43387604e-01 -2.87937373e-01 3.34174991e-01 7.63941417e-03\\n-1.57293066e-01 -3.32568496e-01 5.75951636e-02 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with fellow engineers, data scientists, and business people - Contribute your ideas to our product development and system architecture Requirements: - BSc or MSc in Computer Science or equivalent - Proficiency in at least one object-oriented programming language (preferably Python) and at least one scripting language - In-depth understanding of basic data structures and algorithms - Familiarity with software engineering best practices (clean code, code review, test-driven development, ...) and version control systems - Experience with web development, API design, and third-party integration - Advanced knowledge of relational databases - Some experience with the technologies we’re using is a plus: - Python, Django, Flask, SQLAlchemy, Pytest - PostgreSQL, PostGIS - JavaScript, Angular, HTML5, CSS3, Bootstrap - Git, Bitbucket, CircleCI - Worked previously in ‘agile’ team(s) and are looking forward to doing it again, - Are comfortable working in English and German; you have a great read, good spoken command of it. Benötigte Skills Englisch JavaScript Angular HTML5 CSS3 Bootstrap PostgreSQL Python',\n", + " '[\"Collaboration\", \"Integration\"]',\n", + " '[\"Bitbucket\", \"Control Systems\", \"MSC Software\", \"Test-Driven Development (TDD)\", \"Agility\", \"Circleci\", \"API Design\", \"Computer Science\", \"Object Oriented Programming Language\", \"Good Agricultural Practices\", \"Data Engineering\", \"Version Control\", \"PostgreSQL\", \"Python (Programming Language)\", \"HTML5\", \"Systems Architecture\", \"Web Development\", \"Flask (Web Framework)\", \"Software Engineering\", \"Django (Web Framework)\", \"Object-Oriented Programming (OOP)\", \"Bootstrap (Front-End Framework)\", \"JavaScript (Programming Language)\", \"SQLAlchemy\", \"Code Review\", \"Adapter Scripting Language\", \"PostGIS\", \"Data Structures\", \"Front End (Software Engineering)\", \"Angular (Web Framework)\", \"Relational Databases\", \"Algorithms\", \"Git Flow\", \"Application Programming Interface (API)\", \"Agile Product Development\"]',\n", + " \"['English', 'Sindhi', 'Panjabi']\"],\n", + " ['75',\n", + " 'software engineer (m/f)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.31415814e-01 3.55438679e-01 4.90337342e-01 -8.28324631e-02\\n4.08656746e-01 -2.28473857e-01 1.64905354e-01 2.89817214e-01\\n-8.06796551e-02 -2.90651083e-01 -6.01219200e-02 -3.21930230e-01\\n-1.71051055e-01 1.57934474e-03 1.58764392e-01 3.11463714e-01\\n2.03134492e-01 7.47852325e-02 -1.82910338e-01 2.49574170e-01\\n-1.85994953e-02 1.70398671e-02 -2.73172185e-03 4.96231019e-01\\n4.56043839e-01 6.33839443e-02 -4.92315441e-02 1.41917884e-01\\n-2.73578554e-01 -2.19693109e-01 2.76706129e-01 9.42966267e-02\\n-4.16554436e-02 -2.30465025e-01 5.47328517e-02 4.45727445e-02\\n-1.98416874e-01 -6.13118112e-02 1.26664594e-01 1.02333128e-01\\n-2.85203815e-01 -2.79903561e-01 9.85285342e-02 7.73594975e-02\\n-2.62883574e-01 -9.22192484e-02 6.43516183e-02 7.73997903e-02\\n-5.94037436e-02 -5.53218089e-02 -6.20391309e-01 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applications - On top of software design and web trends - Familiar with GitHub work flow - Strong communication skills in English and German Benötigte Skills Englisch PostgreSQL Ruby Support',\n", + " '[\"Verbal Communication Skills\", \"Infrastructure\", \"Professionalism\"]',\n", + " '[\"Scale (Map)\", \"Github\", \"Ruby (Programming Language)\", \"Software Development\", \"Relational Databases\", \"PostgreSQL\", \"Maintainability\", \"Electricity\", \"E (Programming Language)\", \"Web Trends\", \"Ruby On Rails\", \"Technical Support\", \"Customer Requirements Analysis\", \"Software Design\", \"Mobility\"]',\n", + " \"['English', 'Japanese', 'Southern Sotho', 'Hausa', 'Limburgan']\"],\n", + " ['41',\n", + " 'software engineer - javascript/scala/machine learning',\n", + " 'Lausanne',\n", + " 'Colleges & Universities',\n", + " '',\n", + " '[[-3.19342285e-01 1.81136325e-01 4.31088746e-01 -1.60901487e-01\\n4.10918951e-01 -8.67805108e-02 -6.26184195e-02 5.22232115e-01\\n-8.42604712e-02 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-1.30798388e-02 -1.92066714e-01 -2.05476671e-01\\n-1.03885517e-01 -3.33876401e-01 -2.55587772e-02 -1.19787760e-01\\n2.04682708e-01 -3.53458792e-01 -1.34133622e-01 -2.62693256e-01\\n-1.05370209e-01 -1.85946152e-01 4.05000933e-02 1.02388568e-01]]',\n", + " 'The Ecole polytechnique fédérale de Lausanne (EPFL) is one of the most dynamic university campuses in Europe and ranks among the top 20 universities worldwide. The EPFL employs 6,000 people supporting the three main missions of the institutions: education, research and innovation. The EPFL campus offers an exceptional working environment at the heart of a community of 16,000 people, including over 10,000 students and 3,500 researchers from 120 different countries. Software Engineer - Javascript/Scala/Machine LearningYour mission : The IIPP Chair at the College of Management at EPFL Switzerland, is seeking a Software Engineer - Javascript/Scala/Machine Learning to lead the development of a web platform to run the highly-strategic IPRoduct research project http://www.iproduct.io. The IIPP Chair is the Chair of Innovation and Intellectual Property Policy of Prof. de Rassenfosse. The Chair is part of the College of Management at EPFL. Main duties and responsibilities include : Lead the development of a web platform to run the highly-strategic IPRoduct research project http://www.iproduct.io Your profile : Self-motivated and talented software engineer who holds a master’s degree in computer science or related disciplines Two years of experience in web development, including Javascript/HTML5/CSS Two years of experience in back-end development Strong knowledge of object-oriented and functional programming languages (preferably Scala) Keen interest in algorithms and machine learning Some knowledge of MySQL and UNIX Familiar with continuous integrating and delivery (DevOps) We offer : We offer a competitive salary commensurate with skills and experience, and subject to EPFL pay scale. Flexible working conditions in a highly international and stimulating environment. EPFL is a highly international, world-class engineering university. It offers many CS-related events and training and hosts a vibrant entrepreneurial community. EPFL is an equal-opportunity employer. Candidates will be recruited on merit only. If you are a passionate engineer and you fit the above criteria, we want to hear from you! Start date : To be agreed Term of employment : Fixed-term (CDD) Work rate : 70-100% Duration : 1 year, renewable Contact : Remark : Only candidates who applied through EPFL website or our partner Jobup’s website will be considered.',\n", + " '[\"Self-Motivation\", \"Research\", \"Management\", \"Communications\", \"Innovation\"]',\n", + " '[\"MySQL\", \"Cascading Style Sheets (CSS)\", \"Computer Science\", \"JavaScript Engine\", \"Machine Learning\", \"Continuous Integration\", \"Educational Research\", \"Scale (Map)\", \"Scala (Programming Language)\", \"HTML5\", \"Machining\", \"Web Development\", \"Software Engineering\", \"Hosting\", \"Library For WWW In Perl\", \"Equalization\", \"Intellectual Property\", \"JavaScript (Programming Language)\", \"Object-Oriented Design\", \"Functional Programming\", \"Back End (Software Engineering)\", \"Algorithms\", \"Unix\", \"Web Platforms\", \"DevOps\"]',\n", + " \"['English', 'Nyanja', 'Lingala']\"],\n", + " ['84',\n", + " 'data engineer',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-2.59864122e-01 3.01538646e-01 4.92225647e-01 -1.93152279e-02\\n5.17405212e-01 -9.19268429e-02 -6.95516883e-06 1.06248260e-01\\n-6.64190203e-02 -2.92094737e-01 -9.83332768e-02 -3.28181207e-01\\n-2.64743507e-01 -2.58114394e-02 7.53682405e-02 5.12615025e-01\\n1.70055211e-01 7.77240098e-02 -1.87301069e-01 2.80951560e-01\\n1.21073343e-01 -2.74600759e-02 -4.42800447e-02 5.66475034e-01\\n4.12018746e-01 -1.38704136e-01 -1.26830712e-01 2.70555969e-02\\n-3.42648953e-01 -1.78577796e-01 3.81166250e-01 4.25771847e-02\\n-1.17943630e-01 -3.72847646e-01 4.66185845e-02 1.27303079e-01\\n-2.22045049e-01 2.76031308e-02 -3.51983421e-02 1.03873990e-01\\n-4.32303637e-01 -3.11049253e-01 3.57612111e-02 -2.33242828e-02\\n-3.49526763e-01 -2.68202543e-01 -4.19423170e-02 -1.39751239e-02\\n9.03236959e-03 7.79562965e-02 -5.32114685e-01 3.80242199e-01\\n-2.69284278e-01 -9.97092426e-02 2.24697798e-01 6.56659663e-01\\n7.67930076e-02 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Ihr Aufgabenbereich Architect, build and maintain a data infrastructure that is fast and reliable Develop code as part of a wider team, contributing to code review and solution design Deploy and maintain applications in production environments Build data expertise and own data quality for own areas Design, build and launch new data models, data extraction, transformation and loading processes in production Communicate and document solutions and design decisions Source and clean up complicated datasets for answering challenging business questions Work with the Google Analytics Expert to set up and maintain advanced tracking for user behaviour on the platform of our client (specification, implementation and validation) using the right tools for the right job – especially during deployment of new features Work with our engineering team to set up a new backend tracking system based on defined business requirements Ihr Profil Multiple years of experience delivering code in a production environment Experience working with large volumes of data Strong programming skills (Python, Java, C#, Go) Knowledge of relational databases, Structured Query Language (SQL), good understanding of data structures and algorithms Experience with ETL/ELT design, integrating data sets from various environments into centralised database system Analytical skills to understand the business request for which the sourced data are used Good understanding of front end technologies (web & app) and able to read, write and implement code snippets in JavaScript or Java / Swift Experience with integration of data from multiple data sources; ability to investigate and master new data sets quickly Ability to work well across a different teams and be autonomous Experience with Hadoop, MPP DB platform other NoSQL (Mongo, Cassandra) technologies is a plus Experience with Google Analytics 360, Tag Manager and Big Query is a big plus Degree in a technical subject, e.g. data analytics, statistics, maths, computer science or equivalent Ihre Chance Apply now! Ort: Zürich Spezialisierung: JAVA Entwicklung JavaScript C# / C++ / C SQL Sprachen: Deutsch Englisch Job ID: 1849',\n", + " '[\"Analytical Skills\", \"Writing\", \"Decisiveness\", \"Investigation\", \"Communications\", \"Reliability\", \"Integration\"]',\n", + " '[\"Data Quality\", \"Tooling\", \"NoSQL\", \"Query Languages\", \"Apache Cassandra\", \"Programming (Music)\", \"Google Analytics\", \"Computer Science\", \"Analytics\", \"Scholastic READ 180\", \"Integrated Data Viewer (IDV)\", \"Python (Programming Language)\", \"Data Extraction\", \"Maintainability\", \"E (Programming Language)\", \"Source (Game Engine)\", \"Tracking (Commercial Airline Flight)\", \"Dataset\", \"Knowledge-Based Systems\", \"Extract Transform Load (ETL)\", \"Issue Tracking Systems\", \"Building Design\", \"Minimum Data Set\", \"Swift (Programming Language)\", \"Business Requirements\", \"C (Programming Language)\", \"Logical Data Models\", \"C# (Programming Language)\", \"JavaScript (Programming Language)\", 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currently looking on behalf of one of our important clients for an Agile Java Software Engineer. This role is permanent position based in Basel Canton. Your Role: < >nsure high-quality functionality of applications. Independently develop solution variants in coordination with customers. Further develop applications within a Scrum team. Undertake programming with Java8. Implement backend service development with Java EE. Utilize Angular in a digitalized environment Integrate different systems in a high-performance & flexible manner. Your Skills: Several years of software development experience. Skills & experience in Java8, Java EE & Angular. A convincing performance record in successfully completed software projects. Experienced in agile methodologies. Scrum Master experience is considered a plus Ideally experienced in testing. Very interested in software architecture. Your Profile: University degree in computer science. Committed, ambitious & enthusiastic personality. Convincing, strong communication skills & a team-player. Innovative, analytical & both solution & service orientated. Entrepreneurial thinking, goal-driven & a strong willingness to learn. A high affinity for agility & fun in the development of high-quality software. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format to sem@helvetica-partners.com You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " '[\"Verbal Communication Skills\", \"Coordinating\", \"Service-Orientation\", \"Willingness To Learn\", \"Innovation\", \"Positivity\"]',\n", + " '[\"Application Development\", \"Agility\", \"Programming (Music)\", \"Computer Science\", \"Analytics\", \"Integrated Language Environments\", \"High Performance Computing\", \"Service Development Studio\", \"Software Quality Management\", \"Java EE Application\", \"Component Object Model (COM)\", \"Scrum (Software Development)\", \"Idealization\", \"Software Engineering\", \"Agile Methodology\", \"Digitization\", \"Personalization\", \"Software Architecture\", \"Receivables\", \"Angular (Web Framework)\", \"Software Development\", \"Software Project Management\", \"Java (Programming Language)\", \"Custom Backend\"]',\n", + " 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anticipate problems/opportunities and adapt to new challenges. OUR TECHNOLOGY STACK: - git - Python 3 - Django - PostgreSQL - Celery - UNIX - YouTrack YOU: - have experience in data manipulation and software development, particularly Python. - are interested in modern web technologies. Experience with Django is a big plus. - are a strong logical thinker. - interested in data quality management and project management. - have a Swiss work permit. - love to organize, communicate and collaborate. - would like to join a dedicated, technically savvy and enthusiastic team. - enjoy all aspects of a start-up environment. Benötigte Skills UNIX PostgreSQL Python Test Junior Konzeptionell / Analytisch',\n", + " '[\"Collaboration\", \"Communications\", \"Quality Assurance\", \"Adaptability\"]',\n", + " '[\"Django (Web Framework)\", \"Integrated Product Team\", \"Data Quality\", \"Software Development\", \"Project Management\", \"PostgreSQL\", \"Data Manipulation\", \"Python (Programming Language)\", \"Climate Change Mitigation\", \"Git Flow\", \"YouTrack\", \"Community Organizing\", \"Unix\", \"Rapid Prototyping\", \"Agile Product Development\", \"Controllability\", \"Technical Savvy\", \"Quality Management\"]',\n", + " \"['English']\"],\n", + " ['35',\n", + " 'project manager change control - ballaigues, switzerland',\n", + " 'Ballaigues',\n", + " 'Healthcare Product Manufacturing',\n", + " 'www.dentsplysirona.com',\n", + " '[[-1.84645727e-01 3.13790977e-01 4.66458857e-01 -1.53860360e-01\\n4.18055177e-01 3.52161527e-02 1.04506262e-01 3.77356559e-01\\n9.78349149e-03 -5.31103015e-01 -1.05764158e-02 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-9.64845121e-02 -1.33045614e-01\\n-8.98741484e-02 -2.65110999e-01 7.55990222e-02 -8.71447101e-02\\n1.30892575e-01 -1.56703711e-01 -1.29299432e-01 -8.07367489e-02\\n4.53403354e-01 1.15526006e-01 4.27334905e-01 -4.92155440e-02\\n4.78809886e-02 -2.08649397e-01 -1.77427843e-01 1.92755356e-01\\n3.07864368e-01 8.74086693e-02 -6.11137226e-02 2.18013495e-01\\n-1.59278288e-01 -1.31101996e-01 9.48497653e-02 2.70747244e-01\\n-3.56100649e-01 2.97885798e-02 -2.16340512e-01 1.03425667e-01\\n-8.05890486e-02 1.80036634e-01 -1.07496165e-01 -5.97284548e-02\\n-2.78714448e-02 -4.49156046e-01 1.14211038e-01 -4.67937216e-02\\n-2.26788178e-01 -4.96190041e-02 3.44880134e-01 3.66953433e-01\\n-2.88655043e-01 6.78340048e-02 -1.85356438e-01 6.51989728e-02\\n8.85424018e-03 2.12430105e-01 -1.44109547e-01 -3.75173241e-01\\n-3.05662453e-01 1.31517023e-01 -1.56476557e-01 8.38051923e-03\\n3.95061821e-02 3.78402114e-01 8.06892291e-02 3.33392471e-02\\n5.18024445e-01 -1.93984509e-01 -3.49767029e-01 -2.83212781e-01\\n-1.84087560e-01 -8.89592916e-02 -8.09286609e-02 -7.71420002e-02\\n2.23603815e-01 -2.96618849e-01 7.68085346e-02 -2.87756026e-01\\n-8.00041780e-02 -2.13343903e-01 3.38186249e-02 -7.48392045e-02]]',\n", + " 'Dentsply Sirona is the world’s largest manufacturer of professional dental products and technologies, with a 130-year history of innovation and service to the dental industry and patients worldwide. Dentsply Sirona develops, manufactures, and markets a comprehensive solutions offering including dental and oral health products as well as other consumable medical devices under a strong portfolio of world class brands. Dentsply Sirona’s products provide innovative, high-quality and effective solutions to advance patient care and deliver better and safer dentistry. Dentsply Sirona’s global headquarters is located in Charlotte, North Carolina, USA. The company’s shares are listed in the United States on NASDAQ under the symbol XRAY. Bringing out the best in people As advanced as dentistry is today, we are dedicated to making it even better. Our people have a passion for innovation and are committed to applying it to improve dental care. We live and breathe high performance, working as one global team, bringing out the best in each other for the benefit of dental patients, and the professionals who serve them. If you want to grow and develop as a part of a team that is shaping an industry, then we’re looking for the best to join us. Working at Dentsply Sirona you are able to: Develop faster - with our commitment to the best professional development. Perform better - as part of a high-performance, empowering culture. Shape an industry - with a market leader that continues to drive innovation. Make a difference -by helping improve oral health worldwide. MISSION In this new function as Project Manager Change Control, you will be the central point for coordinating all business functions involved in operational Change Control activities. Results-driven, with a proven talent in managing international and cross-functional project teams, you will ensure that all activities necessary to validate and document manufacturing processes and product design modifications are completed on time. You will be a key contributor to the sustaining engineering process and the new product development program. Finally, you will work closely with the QA/RA teams to ensure labels certifications meet new European MDR requirements. MAIN RESPONSIBLITIES Coordinate the operational cycle dedicated to managing Change Control requests (i.e. manufacturing process change and product design modifications) for the Endodontics unit global product portfolio Manage individual project dedicated to each change request and track deliverables assigned to cross-functional project teams (Marketing, R+D, Clinical Affairs, Operations, QA and RA) Owns process to validate Change Control requests into operational cycle, for tracking action plan and for coordination of individual project teams Analyze and report performance of Change Control management process; identify and implement opportunities for process improvement Coordinate project teams in 3 sites (US and Europe) for deployment of improvements to Change Control management process Support PMO leader for any other initiative in support of business performance improvement PROFILE Engineering Masters’ Degree with specialization in medical devices, industrial processes, quality management, supply chain or equivalent experience; PMP certificate preferred 5 years’ experience planning and managing complex technology projects in an international, highly regulated, industrial environment Strong knowledge of Change Control processes for Medical Devices; experience with European MDR requirements an asset Successful track record of managing international, cross-functional teams Excellent communication skills in English (C1/C2 min.) and French (B2 min.) Command of MS Office (Word, Excel, Powerpoint, Visio); Knowledge of MS Project an asset Strong analytical and organizational skills Ability to keep an overview while diving into detail where necessary Strong drive and motivation with the ability to multi-task Ability to work under pressure and to keep tight deadlines #LI-CM1',\n", + " '[\"Professionalism\", \"Coordinating\", \"Planning\", \"Management\", \"Communications\", \"Operations\", \"Organizational Skills\", \"Innovation\"]',\n", + " '[\"Diving\", \"Performance Reporting\", \"Analytics\", \"Consumables\", \"High Performance Computing\", \"Supply Chain\", \"Branding\", \"Health Products\", \"Industrialization\", \"Process Improvements\", \"Manufacturing Processes\", \"Endodontics\", \"Activism\", \"Industrial Processes\", \"Track (Rail Transport)\", \"E (Programming Language)\", \"Tracking (Commercial Airline Flight)\", \"Dental Care\", \"Management Process\", \"Portfolio Management\", \"Professional Development Programs\", \"Project Coordination\", \"Medical Devices\", \"Product Design\", \"Change Control\", \"Cross-Functional Coordination\", \"Project Management Office (PMO)\", \"Change Request\", \"Cross-Functional Team Leadership\", \"Sustaining Engineering\", \"Validations\", \"Dentistry\", \"Change Management\", \"New Product Development\", \"Performance Improvement\", \"Quality Management\"]',\n", + " \"['English', 'Limburgan', 'Punjabi', 'Wolof', 'Korean']\"],\n", + " ['39',\n", + " 'data engineer',\n", + " 'Bern',\n", + " 'IT Services',\n", + " '',\n", + " '[[-4.88080710e-01 2.58449346e-01 5.23118019e-01 -1.80086773e-02\\n4.56478834e-01 -4.98167723e-02 -1.09972715e-01 3.95245016e-01\\n-2.08908230e-01 -3.84887457e-01 -1.69541612e-01 -2.97027439e-01\\n-9.60512832e-02 1.17807850e-01 2.19974980e-01 4.79626954e-01\\n2.54724503e-01 9.28897262e-02 -2.09499031e-01 3.03051829e-01\\n6.45347536e-02 -3.75785641e-02 6.86234757e-02 7.13960111e-01\\n4.04978663e-01 -1.34375021e-01 -8.83488655e-02 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growing Analytics-Team you will take over the following tasks: Advisory on mandates at ELCA, inhouse and on the client side Design and conception of analytics solutions to the integration and analysis of different data files on modern data platforms (Hadoop, Spark, Kafka, Analytics Databases, Cloud) Implementation of performing data processing job by means of BigData technologies including Continuous integration & Delivery (DevOps) Operationalization of complex AI algorithms in collaboration with Data Scientists Accompaniment of projects during the whole cycle (Analysis, Design, Development and Implementation) What we offer A challenging work environment in a dynamic team with extensive expertise An organisation with flat hierarchies and collaborations across business departments Close cooperation with customers from various industries An attractive prospect for your professional and personal development About your profile For this vacancy we expect a candidate with an academic degree of a university, university of applied sciences in computer sciences, mathematics or other scientific disciplines and with several years of experience as a Developer of analytics solutions. Experience within IT- and data architecture, as well as in the area of software development Pleasure working with data- and data processing (Batch und Streaming), as well as strong interest in leading edge technologies Knowledge and practical with technologies like (Hadoop, Hive, Kafka, Spark, SAP Hana, Lucene, Elasticsearch, Splunk), Cluster & Cloud Computing (YARN, Kubernetes, Docker, Azure, AWS) and programming languages like (Java, Scala, Python, SQL) Strong communication skills in German & English Further you should be able to deal with clients on all levels. Further you have strong analytical skills, as well as a pleasant and structured way of working. As a strong team player, you are able to deal with internal and external stakeholders to come up with ideas and solutions.',\n", + " '[\"Verbal Communication Skills\", \"Analytical Skills\", \"Cooperation\", \"Collaboration\", \"Professionalism\", \"Integration\"]',\n", + " '[\"Data Architecture\", \"Kubernetes\", \"Advisories\", \"KM Programming Language\", \"Batch Message Processing\", \"Computer Science\", \"Analytics\", \"SAP HANA\", \"Continuous Integration\", \"Industrialization\", \"Scala (Programming Language)\", \"SQL (Programming Language)\", \"Python (Programming Language)\", \"Agile Edge Technologies\", \"Hybrid Cloud Computing\", \"Levelling\", \"Splunk\", \"Hostile Work Environment\", \"Operationalization\", \"Applied Science\", \"Data Files\", \"Docker (Software)\", \"Apache Hive\", \"Electronic Data Processing\", \"Software Development\", \"Apache Yarn\", \"Algorithms\", \"Personality Development\", \"Java (Programming Language)\", \"Cloud Database\", \"DevOps\", \"Elasticsearch\"]',\n", + " \"['English', 'Mongolian', 'Czech', 'Marathi', 'Norwegian Nynorsk']\"],\n", + " ['82',\n", + " 'big data engineer',\n", + " 'Zürich',\n", + " 'Staffing & Outsourcing',\n", + " 'www.nicollcurtin.com',\n", + " '[[-3.59203309e-01 2.84078747e-01 4.03332740e-01 7.03492612e-02\\n6.18659675e-01 -2.21305519e-01 -3.66830193e-02 4.68001425e-01\\n-9.57974698e-03 -3.22790772e-01 -1.28672332e-01 -1.54692918e-01\\n-7.85306841e-02 1.48028374e-01 1.81689672e-02 2.28859752e-01\\n3.20908666e-01 1.63636461e-01 -3.45691405e-02 3.29709291e-01\\n7.10510910e-02 -1.42218173e-01 1.08264901e-01 6.83549345e-01\\n3.48668456e-01 5.43728704e-03 -8.57399628e-02 3.12719084e-02\\n-3.08920473e-01 -2.14215368e-01 3.86555463e-01 -7.77928308e-02\\n-1.15295649e-01 -3.15231860e-01 1.29168779e-01 -4.51448485e-02\\n-2.34217227e-01 -1.35865480e-01 -1.53281808e-01 1.58915758e-01\\n-4.14469033e-01 -3.05776596e-01 3.41607779e-02 1.62663013e-01\\n-2.46878237e-01 -3.51538807e-01 1.04927398e-01 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This bank has always been at the forefront of technology advancements and development of banking applications, and they currently need a Big Data DevOps Engineer. As the Big Data DevOps Engineer in Zurich, you will have the opportunity to build and maintain a big data platform along with a team of engineers and systems experts. You will be responsible for deploying, automating, maintaining, troubleshooting, and improving the systems that keep the back-end infrastructure running smoothly. Some key skills you will need for this role; Cloudera Hadoop administration/engineering experience, understanding of Linux engineering, Cluster management skills, ability to support incident management skills which means good customer-facing skills as well, and good problem-solving skills. Additionally, skills with Tableau administration, Control-M or Rundeck exposure as well as knowledge of SQL syntax will be very desired. This is for a contract job with an initial duration of six months. To apply for this Big Data DevOps Engineer job within banking in Zurich, please forward your CV to ameya.khare@nicollcurtin.com.',\n", + " '[\"Infrastructure\", \"Troubleshooting (Problem Solving)\", \"Management\", \"Problem Solving\"]',\n", + " '[\"Automation\", \"Syntax\", \"Tableau (Business Intelligence Software)\", \"Back End (Software Engineering)\", \"Banking\", \"Data Management Platforms\", \"Expert Systems\", \"Additives\", \"Component Object Model (COM)\", \"Linux\", \"Maintainability\", \"Control-M (Batch Scheduling Software)\", \"Incident Management\", \"Big Data\", \"SQL (Programming Language)\", \"DevOps\", \"Rundeck\"]',\n", + " \"['English', 'Zulu', 'Swahili']\"],\n", + " ['57',\n", + " 'software engineer .net / c#',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-9.39995795e-02 3.35250646e-01 5.78792751e-01 -1.29941076e-01\\n4.64701653e-01 -3.69766057e-01 1.05191454e-01 3.63712847e-01\\n-5.13378531e-02 -3.42865735e-01 -1.91628918e-01 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The role is permanent position based in Zürich Canton. Your role: Design and develop core components for a PC-based client-server application Develop & implement concepts independently. Carry out feature development of client & / or server: Analysis, conception, design, implementation & unit testing. Perform design & code reviews with team members. Train & support team members in development work when necessary. Work closely with cooperation partners composed of product managers, requirements engineers & development teams for software instruments. Your Skills & Profile: 3 to 5 years of relevant work experience in software engineering environment. Strong practical experience & expertise with the .NET Framework & C#. Solid know-how of phase models & agile methods. Good Knowledge of OOA / OOD, UML & OO implementations. Ideally experienced with WPF, WCF, NHibernate & Autofac. Your Profile: University Degree in Computer Science. Proactive, self-driven & consistently aim to achieve high performance. Fluent English (spoken & written), German language skills are a big plus If you wish to apply, please send us your resume in Word format to sem@helvetica-partners.com You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " '[\"Proactivity\", \"Positivity\", \"Cooperation\"]',\n", + " '[\"Application Development\", \"Production Management\", \"NHibernate\", \"Unit Testing\", \"Computer Science\", \"UML Tool\", \"High Performance Computing\", \"Requirements Management\", \"Autofac\", \".NET Framework\", \"Component Object Model (COM)\", \"Instrumentation\", \"Idealization\", \"Feature-Driven Development (FDD)\", \"Reporting Application Server\", \"Software Engineering\", \"Wcf 4\", \"Requirements Engineering\", \"C# (Programming Language)\", \"Phase (Waves)\", \"Code Review\", \"Receivables\", \"Concept Analysis\"]',\n", + " \"['English', 'Faroese']\"],\n", + " ['121',\n", + " 'frontend engineer',\n", + " 'Zürich',\n", + 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We are looking for a smart and passionate Frontend Engineer to join our Engineering Team in Zurich. About Teralytics Teralytics is on a mission to change how the world moves. Until now, cities and mobility services have been designed based on assumptions of how officials and companies expect people to move. But, they aren't taking everyone's journey into consideration. As a result, for many, mobility is limited. Not just physically, but socially and economically. It's stopping people from reaching their full potential. Teralytics partners with mobile network operators to solve this problem with the most accurate indicator of people's movement – their mobile devices. It's the one thing everyone has with them at all times. And the cell towers receiving their signals don't discriminate based on device model or apps. Due to its complexity and scale, mobile network data has been nearly impossible to understand or utilize. That's why we've pioneered a way to translate it into actionable insights. For the first time we've unlocked truly inclusive data on people's journeys. Teralytics is backed by leading investors in the mobility and transport space, including Robert Bosch Venture Capital and Deutsche Bahn Digital Ventures, as well as high-profile VC funds, such as Atomico and Lakestar, and we are continuing to grow across the world. Whether at our headquarters in Zurich or in our offices in New York and Singapore, our people are at the core of our mission to shape the future of mobility. Your Role The frontend team is one of the engineering pillars in Teralytics. The team is responsible for building interactive web applications and data visualizations that present the insights from our aggregated and anonymized data on human mobility to customers in an easily understandable, visually appealing and engaging manner. Located in our Zurich office, you will play a central role in the development of these applications. More specifically, your responsibilities will include: Taking ownership of our web applications and shaping their future direction and architecture in close collaboration with product managers and designers Developing new features, components and experiences for our web applications in close collaboration with our data visualisation specialists, designers, data scientists and backend engineers Mocking up and prototyping new functionality, visualizations and applications Designing and developing internal applications in close collaboration with data scientists and backend engineers Working with our reliability engineers for efficient deployment of web applications Tech Stack We like working with modern browsers and technologies. Our tech stack includes tools such as: React, TypeScript, Node.js, D3, SVG, Canvas, WebGL, webpack, PostgreSQL, ClickHouse, Docker, Kubernetes. Open Source As strong believers in open-source we contribute to the community by releasing some of our work as open source projects ( https://github.com/teralytics/ ). Your Profile You are a CH/EU/EFTA citizen or in possession of a valid Swiss work permit Must-have qualifications Professional experience in building web applications with great UI/UX using state-of-the-art technologies, with a demonstrable portfolio Extensive knowledge of the technologies that power the web: JavaScript, HTML, CSS Experience with modern frontend development stacks Know-how in scalable frontend development architectures Fluency with data, databases, data preparation and transformations Eye for aesthetics and fluent user experiences Open mind about technologies and ways of approaching a problem Excitement about the fast moving web development world. You enjoy staying up to date and learning new technologies. Strong English communication skills, attention to detail, and ability to deliver finished projects on your own Preferred qualifications Experience with React, TypeScript, D3 and Node.js Experience with geospatial data, web mapping and geographic visualization Experience with 2D/3D graphics in the browser (SVG, Canvas, WebGL) Experience with functional programming concepts Knowledge of SQL databases, especially PostgreSQL What we offer We offer the chance to be part of an exciting and ambitious start-up that puts its people at the heart of its business. Be part of a diverse, international, cross-disciplinary team of highly motivated, hands-on experts that tackle unique challenges with a positive spirit and lots of fun. We offer a flexible work schedule, a central office location as well as a wide range of benefits and perks, including financial childcare support, additional company holidays, and career development programs. What to expect Teralytics is an equal opportunity employer and we value diversity. We do not discriminate on the basis of race, religion, colour, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.\",\n", + " '[\"Verbal Communication Skills\", \"Aesthetics\", \"Collaboration\", \"Mobile Devices\", \"Communications\", \"Scheduling\", \"Enthusiasm\", \"Presentations\", \"Socialization\", \"Positivity\"]',\n", + " '[\"Production Management\", \"Web Applications\", \"Childcare Fundamentals\", \"Disabilities\", \"Kubernetes\", \"Tooling\", \"Hyper SQL Database (HSQLDB)\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Joint Application Design (JAD)\", \"Aggregator\", \"2D Animation\", \"TypeScript\", \"Scale (Map)\", \"Visualization\", \"PostgreSQL\", \"Component Object Model (COM)\", \"Node.js\", \"Venture Capital\", \"Prototyping\", \"D3.js\", \"Translations\", \"Limiter\", \"Web Development\", \"HyperText Markup Language (HTML)\", \"Mobility\", \"Mobile Network Operator\", \"Data Visualization\", \"React.js\", \"Mock Ups\", \"Open Source Technology\", \"Docker (Software)\", \"Github\", \"Programming Concepts\", \"2D Computer Graphics\", \"Webpack\", \"WebGL\", \"Equalization\", \"Digitization\", \"Architectural Development\", \"JavaScript (Programming Language)\", \"Scalability\", \"Unlocker\", \"Receivables\", \"Functional Programming\", \"Humanism\", \"Appeals\", \"Economics\", \"Career Development\", \"Data Direct Networks\", \"Web Mapping\", \"3D Graphic Design\", \"Additives\", \"User Experience\", \"Eyes\", \"Custom Backend\"]',\n", + " \"['English']\"],\n", + " ['118',\n", + " 'big data engineer',\n", + " 'Bern',\n", + " 'IT Services',\n", + " 'www.swisscom.ch',\n", + " '[[-2.37515822e-01 3.27821583e-01 4.20995831e-01 -5.08009791e-02\\n3.81632239e-01 -2.43010327e-01 1.08985091e-02 3.85306656e-01\\n4.62909192e-02 -2.13611737e-01 -6.37277514e-02 -2.93727368e-01\\n-2.90873051e-01 1.49489000e-01 1.54372424e-01 4.23432171e-01\\n2.22828403e-01 9.23545882e-02 -2.44008526e-01 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We are a group of data engineers and data scientists that are passionate about the topics we work on, the methods we apply, and the tools we use. We design and implement end-to-end solutions – all by leveraging domains like distributed systems, data mining, or web development. We create software relying on the Agile approach, and we use state-of-the-art big data technologies such as Kafka, Kafka Streams, or Cassandra. We code mostly in Java, and we are strong supporters of Open Source. Your tasks span from data science (10%) through big data engineering (60%) to DevOps (30%). Thus, you are interacting with data scientists, big data engineers, DevOps as well as product owners and business engineers. Bachelor's degree (ETH/Uni/UAS) with at least 4 years of relevant experience, or Master's degree (ETH/Uni/UAS) with at least 1 year of relevant experience, or PhD in computer science or related field Able to write clean and effective code in Java Solid understanding of data structures and algorithms Experience with Big Data technologies, in particular Kafka, Kafka Streams, and Cassandra is a plus Ability to analyse and visualise data (e.g. with Python, Jupyter) is a plus DevOps know-how: scripting (Unix, Python), Ansible, Prometheus, Grafana, Jenkins is a plus Familiarity with web development technologies such as TypeScript, Angular, HTML, CSS, RESTful APIs is a plus Knowledge in relational databases, relational data modelling, and SQL is a plus Experience with containerization technologies (Docker, Kubernetes) is a plus Very good English, German a plus\",\n", + " '[\"Writing\", \"Sourcing\"]',\n", + " '[\"Distributed File Systems\", \"Kubernetes\", \"Tooling\", \"Accessioning\", \"Agility\", \"Apache Cassandra\", \"Jenkins\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Computer Science\", \"Data Modeling\", \"Data Engineering\", \"TypeScript\", \"Network Engineering\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Web Development\", \"HyperText Markup Language (HTML)\", \"Containerization\", \"Open Source Technology\", \"Data Science\", \"Docker (Software)\", \"Big Data\", \"Java Data Mining\", \"Unmanned Aerial Systems (UAS)\", \"Data Structures\", \"Grafana\", \"Angular (Web Framework)\", \"Relational Databases\", \"Ansible\", \"Algorithms\", \"Scripting\", \"Anomaly Detection\", \"Java (Programming Language)\", \"Data Processing\", \"Unix\", \"Prometheus (Software)\", \"Jupyter\", \"SQL (Programming Language)\", \"DevOps\", \"RESTful API\"]',\n", + " \"['English', 'Nauru', 'Samoan', 'Tatar', 'Venda']\"],\n", + " ['14',\n", + " 'navigation software engineer',\n", + " 'Zürich',\n", + " 'Computer Hardware & Software',\n", + " 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2.35920310e-01 -9.99098197e-02 -4.66228127e-01\\n-2.08232418e-01 2.17423186e-01 -2.13784650e-01 -2.55917069e-02\\n-1.12880068e-02 4.37451690e-01 -5.12176901e-02 1.47198901e-01\\n4.70210016e-01 2.22200004e-04 -2.87581682e-01 -2.79158294e-01\\n-1.23385422e-01 -1.08231202e-01 -1.28792435e-01 1.37119321e-02\\n2.75177598e-01 -3.68385315e-01 -4.78738882e-02 -2.94309109e-01\\n-4.12864201e-02 -3.23515207e-01 -2.97789201e-02 -3.88256982e-02]]',\n", + " 'ANYbotics is a fast-growing tech startup dedicated to shaping the future of mobile robotics across multiple industries. Join our highly talented and motivated team of more than 30 people and work on cutting-edge robot technology. Our quadrupedal robot ANYmal is equipped with state-of-the-art perception sensors (LIDAR, stereo cameras, GPS) to provide autonomous inspection in challenging environments such as industrial sites, power plants, and subterranean systems. We are seeking a Robotics Engineer to join our highly motivated development team to enhance the robot’s ability to navigate in challenging environments autonomously. You are responsible for the navigation software stack including path planning, obstacle negotiation, and high-level mission planning, which enables the robot to execute complete autonomous surveillance tours. Your tasks and responsibilities: Develop and implement state-of-the-art methods, Integrate, test and evaluate third-party solutions, Debug and test the navigation software in the field with the robot, Develop, maintain and support the navigation software stack, Consult on sensor selection for hardware development. Your profile: Extensive knowledge of state-of-the-art planning algorithms and techniques, Must have a fundamental knowledge of modern map representations (pose graph, point cloud, signed distance fields, etc.), Experience with convex and nonconvex optimization solvers, Familiarity with SLAM, An understanding of mechanics and dynamics, Strong competence in object-oriented programming in C++, Experience with C++ libraries like Eigen, PCL, Boost or likewise, Experience with ROS and Linux, Comfortable with unit testing and debugging hardware systems. You have a Master’s or Ph.D. degree with a focus on robotic engineering and a strong track record with practical experience in robot navigation. You are an engaged personality used to work proactively and with precision – on your own and in the team. You enjoy the research environment of ETH Zurich to broaden your horizon, to get to know new technologies and to expand your skills continuously. Your profile is complemented by a good knowledge of English. We offer you a very exciting and dynamic work environment, the opportunity to become part of a young and ambitious team, a chance to leverage your experience and bring in your own ideas, a fair market salary and a job in the city of Zurich.',\n", + " '[\"Negotiation\", \"Research\", \"Proactivity\", \"Planning\", \"Team Motivation\", \"Consulting\"]',\n", + " '[\"Point Clouds\", \"Unit Testing\", \"Steam Power Plant\", \"Boost (C++ Libraries)\", \"pH Meters\", \"Industrialization\", \"Eigen (C++ Library)\", \"C++ (Programming Language)\", \"Integrity Testing\", \"Linux\", \"Maintainability\", \"JUCE C++ Library\", \"Track (Rail Transport)\", \"Executable\", \"Hostile Work Environment\", \"SLAM Algorithms (Simultaneous Localization And Mapping)\", \"Mobility\", \"Printer Command Language (PCL)\", \"Object-Oriented Programming (OOP)\", \"Integrated Test Facility\", \"Pathing\", \"Robotics\", \"Mission Planning\", \"Mobile Robot Navigation\", \"High-Level Architecture\", \"Mechanics\", \"Algorithms\", \"Mapping\", \"Graphing\", \"Dilution Of Precision (GPS)\", \"GPS Navigation Software\", \"Debugging\"]',\n", + " \"['English']\"],\n", + " ['46',\n", + " 'data centre engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-3.20992708e-01 3.24868619e-01 4.44623590e-01 -2.06698015e-01\\n5.61702907e-01 1.67399067e-02 2.03571469e-01 3.12604904e-01\\n1.14555821e-01 -2.30956271e-01 -2.95724452e-01 -1.45734802e-01\\n5.05553670e-02 4.16085795e-02 1.42657623e-01 4.23656821e-01\\n2.54625171e-01 1.47843584e-02 -6.55927509e-02 3.09122294e-01\\n1.01366960e-01 -1.19018257e-01 8.50919113e-02 6.65079415e-01\\n3.42924058e-01 -2.08120011e-02 9.75979790e-02 1.13722198e-02\\n-1.84017792e-01 -3.39858294e-01 4.39586669e-01 -6.86746761e-02\\n-1.32881835e-01 -3.33626121e-01 2.41054073e-01 8.20413232e-02\\n-2.09021419e-01 -1.68739520e-02 -1.91325113e-01 3.92315648e-02\\n-4.56807166e-01 -1.14604466e-01 4.69977669e-02 -1.44372091e-01\\n-3.71216565e-01 -2.73618490e-01 2.98053086e-01 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-4.16724861e-01 4.85487074e-01 -1.93980247e-01\\n-3.74499291e-01 -2.29139552e-01 4.05710548e-01 4.65710521e-01\\n-7.01933727e-02 1.25290185e-01 -1.69794530e-01 8.58192295e-02\\n5.86466826e-02 9.83409062e-02 -2.16114819e-01 -9.97687280e-02\\n-3.41423601e-01 3.04073513e-01 -9.08160135e-02 2.61446118e-01\\n1.22249559e-01 2.20867783e-01 1.15949877e-01 4.79177199e-02\\n3.41100335e-01 -3.07290733e-01 -2.09567770e-01 -2.60127783e-01\\n-3.00317675e-01 -8.11325237e-02 1.12716630e-01 -1.97108611e-01\\n2.32551321e-01 -3.97126079e-01 -1.08622387e-01 -3.00310940e-01\\n-1.48808002e-01 -2.20378175e-01 -1.74243838e-01 -4.26888745e-03]]',\n", + " 'ExcelRedstone designs, installs, supports and enhances IT infrastructure, networks and connectivity for enterprise‐level clients across the UK and EMEA. Our services, processes and tools are built around a unique business vision which emphasizes the life cycle role of IT infrastructure – an understanding that far from being static installations, infrastructures should continually evolve to drive improved business performance. This role will be working as part of the Data Centre Operations team to deliver support activities and input to project related tasks within the Data Centre and ensure that all work carried out complies with agreed standards, providing an operational interface to physical security teams assisting in the proactive management of the site’s security. The DC Engineer will provide an interface to the customer, advising them of any operational issues with the infrastructure and acting as a point of contact to address the customer requirements including being first line of support for incident and recovery duties, contribution to BAU activity to rack, install and decommission devices. Candidates will be fluent in German and English and have worked in a similar role previously. Required Skills / Experience Ideally the candidate will have worked previously in a Data Centre support role.Network patching experience (copper and fibre) install and break/ fixKnowledge of copper termination and previous infrastructure installationsChange management processesUnderstanding of criticality of support in a financial sectorDemonstration of good listening, oral and written communication required.An ability to assimilate technical details required for project delivery in ashort time frame and in pressurised environmentAbility to manage prioritise workload effectivelyTroubleshooting, ability to diagnose potential issues impacting programme and offer resolutionFluent in German and English Job Types: Full-time, Permanent Language: English (Required)German (Required) ',\n", + " '[\"Proactivity\", \"Infrastructure\", \"Management\", \"Operations\", \"Written Communication\"]',\n", + " '[\"Business Performance Management\", \"Logistics Support Activity\", \"Tooling\", \"IT Infrastructure\", \"Installation\", \"Advising\", \"Activism\", \"Acting\", \"Idealization\", \"Physical Security\", \"Life Cycle Assessment\", \"Customer Requirements Analysis\"]',\n", + " \"['English', 'Walloon']\"],\n", + " ['75',\n", + " 'backend sw engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.68256277e-01 2.80966550e-01 3.44677925e-01 5.30506372e-02\\n5.80511034e-01 -2.47638822e-01 7.77832866e-02 2.96363652e-01\\n-1.86372668e-01 -3.81059796e-01 -8.01259801e-02 -1.91526100e-01\\n-1.20249137e-01 4.19630893e-02 6.58501759e-02 2.97487617e-01\\n2.96830416e-01 1.03520900e-01 -2.24871874e-01 3.48558217e-01\\n2.44660843e-02 -2.33520754e-02 -7.16324151e-02 7.10306168e-01\\n3.73393893e-01 7.64411092e-02 -7.30364174e-02 3.10215969e-02\\n-2.69114822e-01 -2.33520836e-01 3.59915376e-01 8.74466226e-02\\n-2.01426968e-02 -2.21706823e-01 8.55944529e-02 1.63908675e-02\\n-2.02809051e-01 3.03395186e-02 -7.03047067e-02 1.84850901e-01\\n-3.49794418e-01 -3.19804043e-01 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You enjoy learning new things and are passionate about developing new features, maintaining existing code, fixing bugs, and contributing to overall system design. You are a great teammate who thrives in a dynamic environment with rapidly changing priorities. Your profile: Bachelor's or higher degree in computer science or equivalent work experience A minimum of three years of software engineering experience Excellent knowledge with Scala or Java Expert knowledge in an enterprise class RDBMS Demonstrated ability in data modeling, ETL development, and data warehousing Experience with big data technologies, such as Kafka, Spark, and Cassandra Excellent troubleshooting and creative problem-solving abilities and analytical skills Excellent written and oral communication and interpersonal skills Advantage: experience with systems for automating deployment, scaling, and management of containerised applications, such as Kubernetes and Mesos experience with machine learning experience with encryption and cryptography standards Benötigte Skills Scala JAVA ETL Datawarehouse Business Intelligence Kryptografie / Verschlüsselung\",\n", + " '[\"Analytical Skills\", \"Management\", \"Problem Solving\", \"Communications\", \"Troubleshooting (Problem Solving)\", \"Creative Problem-Solving\"]',\n", + " '[\"Machine Learning Methods\", \"Data Warehousing\", \"Systems Design\", \"Automation\", \"Kubernetes\", \"Scala (Programming Language)\", \"Apache Mesos\", \"Apache Cassandra\", \"Encryption\", \"Cryptography\", \"Maintainability\", \"Computer Science\", \"Java (Programming Language)\", \"Data Modeling\", \"Big Data\", \"Extract Transform Load (ETL)\", \"Software Engineering\", \"Business Intelligence\"]',\n", + " \"['English', 'Javanese']\"],\n", + " ['94',\n", + " 'saas & open-data development engineers',\n", + " 'Rolle',\n", + " '',\n", + " '',\n", + " '[[-8.84736553e-02 2.41919011e-01 6.12432182e-01 1.17697574e-01\\n6.16215467e-01 -6.42231181e-02 -1.31970704e-01 5.38616717e-01\\n-1.32668704e-01 -3.84660423e-01 3.77689451e-02 -3.60987097e-01\\n-6.04589283e-02 2.30093494e-01 1.72765180e-01 4.34548855e-01\\n1.83192998e-01 3.63055579e-02 -1.65740162e-01 2.67881513e-01\\n1.02243528e-01 -4.69515361e-02 3.48026693e-01 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-3.32336396e-01 6.70754462e-02 -1.82466760e-01]]',\n", + " \"You have hands-on experience developing, deploying or managing operating cloud-based services SAAS applications. You have been exposed to one or several IAAS & PAAS infrastructures such as AWS, GE-Digital Predix, IBM-BlueMix/Watson, VMware... You are experienced in finding and structuring and collecting different data streams (weather, finance, industrial signals, social events). You strongly believe automated machine learning and artificial intelligence coupled with big data can change the game in many industrial sectors. You worked open-data correlations with industrial signals, weather, events, calendar, financial markets, economic indicators. You applied it to real use case in operations and markets, for energy, utilities, industry, retail, transport or freight sectors. You cooperate with leading partners like GE - Digital, IBM-Analytics, Cisco-IOT with Industry leader customers in EU & US & Asia, like Arcelor, EDF, ALPIQ, ELIOR, METRO... Predictive Layer will bring you a unique opportunity to develop, deploy, or operate leading-edge predictive services for different customers worldwide, on different markets: Energy, Industry, retail, Catering, Transport and many more... At Predictive Layer, We cultivate a team-based environment where we strive for personal growth and a substantial contribution from all our team members. If you desire a career where you can drive innovation while working in an dynamic environment where innovative thinking, creativity and motivation are recognized and rewarded, then come and join us! Back to opportunities Send us your resume - Let's meet! careers@predictivelayer.com Position reference: #2017-OOE-003\",\n", + " '[\"Cooperation\", \"Infrastructure\", \"Operations\", \"Creative Thinking\", \"Innovation\", \"Socialization\", \"Positivity\"]',\n", + " '[\"Automation\", \"Collections\", \"Analytics\", \"Data Streaming\", \"Prediction\", \"Industrialization\", \"IBM Bluemix\", \"Energy Market\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Component Object Model (COM)\", \"Layering\", \"Weathering\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Cloud Operations\", \"Predix\", \"Financial Market\", \"Machine Learning Methods\", \"Finance\", \"Digitization\", \"Personalization\", \"Cisco Networking\", \"Location-Based Services\", \"Artificial Intelligence\", \"Big Data\", \"Coupling\", \"Operations Management\", \"Economic Indicators\", \"Cultivator\"]',\n", + " \"['English', 'Kyrgyz', 'Sango', 'Dhivehi']\"],\n", + " ['84',\n", + " 'data scientist',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-3.91686648e-01 2.04061642e-01 4.32900786e-01 5.80541231e-03\\n5.18044472e-01 -4.35516611e-02 6.88831061e-02 3.14570218e-01\\n-2.31416989e-02 -1.06871881e-01 -2.13608995e-01 -3.15169513e-01\\n-2.04013705e-01 4.33192477e-02 2.12641582e-01 4.68771964e-01\\n2.06029788e-01 4.64090845e-03 -2.33336136e-01 3.54226083e-01\\n8.34875479e-02 1.16545513e-01 -8.03779885e-02 6.66175187e-01\\n4.59694654e-01 7.73728266e-02 -9.30137709e-02 -6.06686398e-02\\n-4.31178957e-01 -1.22906849e-01 3.92261207e-01 3.61385271e-02\\n-9.46454480e-02 -3.26138735e-01 2.11242456e-02 1.10569127e-01\\n-2.47097641e-01 -1.50502831e-01 1.68206654e-02 2.04309180e-01\\n-3.79395932e-01 -3.12247723e-01 6.52576089e-02 1.26953319e-01\\n-2.43624642e-01 -2.30153948e-01 -9.27058533e-02 2.55104769e-02\\n-1.03222162e-01 1.84942279e-02 -6.65568054e-01 4.08408523e-01\\n-1.04728453e-02 -2.32192174e-01 2.04855323e-01 5.86999357e-01\\n-3.99021171e-02 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3.90964121e-01\\n2.11893208e-02 3.65439743e-01 -2.65085846e-01 -2.08954737e-01\\n-1.74587041e-01 2.98991859e-01 -1.84180886e-01 3.04837316e-01\\n-1.71879321e-01 2.79030085e-01 1.64251611e-01 -2.80765109e-02\\n1.37629569e-01 3.68232317e-02 -2.77507752e-01 -2.47004271e-01\\n-2.96162635e-01 -3.46491158e-01 1.46319360e-01 4.40414101e-02\\n1.67378008e-01 -3.22934538e-01 -1.03864007e-01 -2.76259840e-01\\n-1.69470996e-01 -3.75530303e-01 -1.91596404e-01 1.57630280e-01]]',\n", + " 'Über unseren Kunden Unser Kunde ist einer der führenden Bankunternehmen der Schweiz Ihr Aufgabenbereich Sourcing and transformation of both structured and unstructured distributed client data coming from relational database systems using SQL or streaming data feeds using APIs; Application of advanced statistical methods, data mining, machine learning, deep learning or reinforcement learning, where applicable, to build and deploy models aiming at an improved client communication and truly personalized client experience / advice; Turning data analysis results into business insights & actions by using effective communication to various business stakeholders. Ihr Profil a degree in a technical field (Computer Science, Statistics, Mathematics, Physics, Engineering or similar) or equivalent practical experience; experience in Machine Learning / Artificial Intelligence, Data Mining, Natural Language Understanding or Algorithmic Foundations of Optimization; experience in processing data from relational databases using SQL; experience in visualizing data analysis results in an effective, applicable manner; programming experience and proficiency in one or more of the following: Python, R, Julia, Scala, Java, C/C++ (preferable, not required: understanding of object oriented design, programming and analysis); (preferable, not required) experience with learning frameworks/tools (TensorFlow, PyTorch, Caffe, MXNet, H2O, Deeplearning4j, Microsoft Cognitive Toolkit, MLlib, CUDA) and/or ‘Big Data’ analyses involving Apache Spark, Hadoop, Mesos or Kubernetes, and/or distributions such as Hortonworks; ability to explain complex models to both technical and non-technical stakeholders; basic knowledge about core banking products (functional, usage, target groups). Ihre Chance Schicken Sie Ihre Bewerbungsunterlagen an jobs@oneagency.ch Ort: Zürich Spezialisierung: JAVA Entwicklung C# / C++ / C SQL Sprachen: Job ID: 7055',\n", + " '[\"Communications\", \"Sourcing\"]',\n", + " '[\"Apache Spark\", \"Julia (Programming Language)\", \"Tooling\", \"Programming (Music)\", \"Apache MXNet\", \"Statistical Methods\", \"Computer Science\", \"Data Streaming\", \"Machine Learning\", \"Nvidia CUDA\", \"Mathematical Statistics\", \"Production Function\", \"Scala (Programming Language)\", \"Python (Programming Language)\", \"Data Feed\", \"Data Visualization\", \"Natural Language Understanding\", \"Mathematical Physics\", \"TARGET 3001!\", \"C (Programming Language)\", \"C# (Programming Language)\", \"Personalization\", \"R (Programming Language)\", \"Caffe\", \"Artificial Intelligence\", \"Object-Oriented Design\", \"Electronic Data Processing\", \"Deep Learning\", \"Survey Data Analysis\", \"Java Data Mining\", \"TensorFlow\", \"Big Data\", \"Database Systems\", \"Transformation (Genetics)\", \"Microsoft Cognitive Toolkit (CNTK)\", \"Banking\", \"Relational Databases\", \"Algorithms\", \"PyTorch (Machine Learning Library)\", \"Java (Programming Language)\", \"Reinforcement Learning\", \"SQL (Programming Language)\", \"Data Analysis\", \"Apache Mesos\"]',\n", + " \"['English']\"],\n", + " ['31',\n", + " 'business analyst for clinical data (structured authoring / data flow mapping)',\n", + " 'Basel',\n", + " '',\n", + " '',\n", + " '[[-1.90058723e-01 2.05467284e-01 3.72426987e-01 -5.80466948e-02\\n5.52426279e-01 -1.35403141e-01 5.06900586e-02 1.17760152e-01\\n-3.51019613e-02 -3.80689293e-01 -3.58271338e-02 -3.32828492e-01\\n9.25450027e-02 1.16106957e-01 7.91445896e-02 5.21173418e-01\\n2.81454057e-01 5.90662435e-02 -6.97103366e-02 2.46027634e-01\\n1.40348732e-01 -1.84725702e-01 1.87619776e-01 7.42999434e-01\\n4.30548191e-01 -2.37730164e-02 -3.94903272e-02 4.01175302e-03\\n-2.58001328e-01 -3.45108211e-01 5.59595764e-01 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a Business Analyst for clinical data- 100% Background : Development Excellence improves efficiency and effectiveness of drug development by leading cross-functional non-molecule projects. In this case the team is supporting an acceleration project in the regulatory space. You should be able to analyze data to establish options to optimize the flow of data and documents through the process. Tasks & Responsibilities: Responsible to support global project Execute process analysis as assigned by lead of process stream Reports to lead of process stream, works with process team and SME's Responsible for documenting and maintaining current and future state process documentation Work on several distinct initiatives at the same time Must Haves: 5 to 7 years of Business Analysis experience of Product Development / Clinical Data with a strong understanding of data controls and cleaning principles Experience in Data Flow Mapping Experience in BPMN 2.0 Experience and understanding of Structured Authoring Experience in Process Mapping Experience in software development and software specification design Data mining and data visualization experience Experience in Documentum Ability to work independently and deliver according agreed timelines Regulatory/Filing knowledge Analytic and able to understand complex structure Good communication skills Team spirit Fluent English Nice to Have: Lean Six Sigma certification Experience and understanding of Structured Authoring Start date : 01/11/2019 End date : 31/12/2019 Location: Basel Are you interested to work in this challenging position? Eda Kraja, Talent Acquisition Consultant, is looking forward to receiving your complete profile. Please send an e-mail to eda.kraja@coopers.ch By sending us your CV per E-Mail you are giving us your consent to the processing of your personal data according to our Data Privacy Policy.\",\n", + " '[\"Communications\", \"Timelines\", \"Positivity\", \"Consulting\"]',\n", + " '[\"Nice (Unix Utility)\", \"Business Process Mapping\", \"Analytics\", \"Global Project Management\", \"Electronic Design Automation (EDA) Software\", \"Talent Acquisition\", \"Software Design Patterns\", \"Maintainability\", \"E (Programming Language)\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Executable\", \"Process Analysis\", \"Data Visualization\", \"Lean Six Sigma\", \"Stream Processing\", \"Regulatory Filings\", \"Cross-Functional Coordination\", \"Document Processing\", \"Personalization\", \"Business Analysis\", \"Data Privacy Laws\", \"Java Data Mining\", \"Clinical Data Warehouse\", \"Receivables\", \"Software Development\", \"Language Experience Approach\", \"Process State\", \"Mapping\", \"Data Control\", \"Drug Development\", \"Data-Flow Analysis\", \"Agile Product Development\", \"Team Processes\"]',\n", + " \"['English']\"],\n", + " ['37',\n", + " 'data engineer ef education first - associate level',\n", + " 'Zürich',\n", + " 'Education Training Services',\n", + " 'www.ef.com',\n", + " '[[-7.13831335e-02 2.68712938e-01 5.48830986e-01 -4.31743711e-02\\n5.21940768e-01 -1.67066246e-01 4.45478074e-02 5.89715421e-01\\n-5.27753942e-02 -4.89541143e-01 -9.27176699e-02 -3.03665847e-01\\n-1.92509759e-02 1.33665353e-01 1.40386775e-01 3.85331780e-01\\n2.08407477e-01 1.43563733e-01 -2.08950177e-01 2.60225773e-01\\n1.23485737e-01 -1.18826583e-01 1.69246092e-01 7.96625495e-01\\n4.88331318e-01 -2.07768544e-03 -1.98247842e-02 -9.05586109e-02\\n-2.09431201e-01 -3.23135942e-01 4.59163219e-01 -5.85045330e-02\\n-1.80026218e-01 -3.68967324e-01 5.66360988e-02 -5.88107714e-03\\n-2.51680404e-01 -9.98953283e-02 -6.86669946e-02 1.97209686e-01\\n-4.87213641e-01 -2.98452914e-01 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2.19157308e-01\\n6.57689795e-02 1.21368185e-01 -1.87020943e-01 1.50549933e-01\\n-2.47281700e-01 -3.92455041e-01 1.66152492e-01 -7.51631558e-02\\n-1.01014964e-01 5.29704690e-02 2.45454937e-01 1.69752434e-01\\n-3.15871954e-01 1.14148818e-01 -6.88738227e-02 1.78047195e-01\\n2.15988066e-02 2.87830561e-01 -2.20087335e-01 -1.90772191e-01\\n-2.95863628e-01 2.28187561e-01 -1.68326214e-01 6.93639368e-02\\n6.39170222e-03 4.02594477e-01 2.28410633e-03 -2.81913187e-02\\n5.03594518e-01 -1.87721044e-01 -2.00153977e-01 -2.87870377e-01\\n-2.18039900e-01 -1.29720658e-01 -7.76425600e-02 -1.31955951e-01\\n2.09464073e-01 -4.49019969e-01 -6.10463805e-02 -1.79197833e-01\\n-1.27301276e-01 -4.15583700e-01 8.53738487e-02 -1.39782622e-01]]',\n", + " 'EF Travel, the flights division of EF Tours, is currently looking for a Data Engineer to join our BI team in Zurich, Switzerland. We are an autonomous and dynamic BI team working on a multitude of technical solutions for EF’s flights department. We provide vital functions in the areas of technical development, business intelligence and innovation and everything we do has a direct impact on our business. We enjoy a fantastic work environment right on the doorstep to the Swiss Alps. As a Data Engineer your main focus will be to provide all the back-end development and architecture for supporting our operational and executive deliveries. We expect you to be forward thinker, innovative and ready for a position where you will get to make an impact from day one. The role Develop and architect new data solution using AWS cloud services Develop and optimize back-end systems and provide support to the front-end developers Maintain current Data Warehousing architecture and processes Implement structured and methodical ways to achieve high quality reporting Requirements Bachelor’s or Master’s degree in Computer Science or similar Minimum 2 years of working experience Good Knowledge in MSSQL, SSIS, SSAS and SSRS is a plus Good understanding of ETL process, dimensional modeling and data warehousing architecture Knowledge of different range of AWS Services and Big Data architecture Knowledge in Python or other scripting language Good analytical and problem solving skills Independent, self-motivated and comfortable in a fast-paced environment Fluent in English About EF Since 1965, we have helped millions of people transform their lives by opening the world through education. Today we are the world’s largest private education company - offering every imaginable way to learn a language, travel abroad, experience another culture, or earn an academic degree. We offer competitive salaries and a multicultural working environment. The position is situated in Zurich, Switzerland and you will be working with people from all over the world. What’s it like to work here? https://vimeo.com/111638911 and https://www.youtube.com/watch?v=fGlnMgNtivw',\n", + " '[\"Self-Motivation\", \"Imagination\", \"Problem Solving\", \"Operations\", \"Innovation\", \"Positivity\"]',\n", + " '[\"Computer Science\", \"Analytics\", \"Data Engineering\", \"Data Warehousing\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Maintainability\", \"AWS Directory Service\", \"Hostile Work Environment\", \"Extract Transform Load (ETL)\", \"Business Intelligence\", \"Cloud Services\", \"Dimensional Modeling\", \"Library For WWW In Perl\", \"SQL Server Integration Services (SSIS)\", \"Big Data\", \"End Systems\", \"Adapter Scripting Language\", \"Front End (Software Engineering)\", \"Technical Solution Design\", \"Back End (Software Engineering)\", \"Vimeo\", \"Business Development\"]',\n", + " \"['English', 'Estonian', 'Quechua', 'Thai', 'Kyrgyz']\"],\n", + " ['78',\n", + " 'data science support (m/f/d) 80%',\n", + " 'Basel',\n", + 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4.24107790e-01 -2.89709508e-01 -1.78466812e-01\\n-2.09643975e-01 2.59959042e-01 -1.39734179e-01 3.53505984e-02\\n-1.43826276e-01 4.34967756e-01 2.37054244e-01 4.38335016e-02\\n3.85028005e-01 -3.62493470e-02 -1.86462611e-01 -1.50911972e-01\\n-2.36064956e-01 -3.10038149e-01 4.92999479e-02 -4.00034413e-02\\n1.33595288e-01 -3.83559704e-01 -8.59049633e-02 -1.85931802e-01\\n-9.34243575e-02 -4.32149053e-01 -1.32399768e-01 1.03199765e-01]]',\n", + " 'For our client, an international pharmaceutical company, we are in search for a Programmer (Data Science Support). What the company offers you: You will support scientists by building and deploying modeling and simulation user-friendly applications through digital tools An international environment Large and diverse infrastructure Competitive salary Contract till 31.07.2020 with a possibility of extension Your responsibilities: Using programming expertise to develop tailor-made software solutions based on various programming languages (e.g. JavaScript, C#, php, python etc.) Supporting and being responsible for defined system administration activities on an allocated/defined system or environment Supporting operational requirements of defined areas of the business e.g. troubleshooting and migration to new versions Writing all required documentation (e.g. user guides, etc.) Tracking, troubleshooting and resolving systems related issues Applying and writing appropriate testing procedures and scripts Your profile: Being proficient in one or more programming language / environment, including HTML, CSS, JavaScript, .NET (C#), SQL, Python, vba macros (MS Office) Being familiar with Frameworks/applications: Svelte, React, Git (gitbucket), VS code Strong interpersonal communication skills and ability to manage in a dynamic, ever-changing working environment Fluent English (oral and written) Welcome to nemensis! We look forward to getting to know you!',\n", + " '[\"Writing\", \"Infrastructure\", \"Friendliness\", \"Interpersonal Communications\", \"Management\", \"Operations\", \"Troubleshooting (Problem Solving)\"]',\n", + " '[\"Tooling\", \"KM Programming Language\", \"Programming (Music)\", \"Cascading Style Sheets (CSS)\", \"Integrated Language Environments\", \"Activism\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Tracking (Commercial Airline Flight)\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"PHP (Scripting Language)\", \"Web Application Frameworks\", \"React.js\", \"Data Science\", \"Project-Based Solutions\", \"C# (Programming Language)\", \"Digitization\", \"JavaScript (Programming Language)\", \"User Guide\", \"Simulations\", \"Pharmaceuticals\", \"Macros\", \"Svelte (Software)\", \"System Administration\", \"Scripting\", \"Git Flow\", \"SQL (Programming Language)\", \"E-Business\"]',\n", + " \"['English', 'Bislama', 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We are a group of data engineers and data scientists that are passionate about the topics we work on, the methods we apply, and the tools we use. We design and implement end-to-end solutions – all by leveraging domains like distributed systems, data mining, or web development. We create software relying on the Agile approach, and we use state-of-the-art big data technologies such as Kafka, Kafka Streams, or Cassandra. We code mostly in Java, and we are strong supporters of Open Source. Your tasks span from data science (10%) through big data engineering (60%) to DevOps (30%). Thus, you are interacting with data scientists, big data engineers, DevOps as well as product owners and business engineers. Bachelor's degree (ETH/Uni/UAS) with at least 4 years of relevant experience, or Master's degree (ETH/Uni/UAS) with at least 1 year of relevant experience, or PhD in computer science or related field Able to write clean and effective code in Java Solid understanding of data structures and algorithms Experience with Big Data technologies, in particular Kafka, Kafka Streams, and Cassandra is a plus Ability to analyse and visualise data (e.g. with Python, Jupyter) is a plus DevOps know-how: scripting (Unix, Python), Ansible, Prometheus, Grafana, Jenkins is a plus Familiarity with web development technologies such as TypeScript, Angular, HTML, CSS, RESTful APIs is a plus Knowledge in relational databases, relational data modelling, and SQL is a plus Experience with containerization technologies (Docker, Kubernetes) is a plus Very good English, German a plus\",\n", + " '[\"Writing\", \"Sourcing\"]',\n", + " '[\"Distributed File Systems\", \"Kubernetes\", \"Tooling\", \"Accessioning\", \"Agility\", \"Apache Cassandra\", \"Jenkins\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Computer Science\", \"Data Modeling\", \"Data Engineering\", \"TypeScript\", \"Network Engineering\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Web Development\", \"HyperText Markup Language (HTML)\", \"Containerization\", \"Open Source Technology\", \"Data Science\", \"Docker (Software)\", \"Big Data\", \"Java Data Mining\", \"Unmanned Aerial Systems (UAS)\", \"Data Structures\", \"Grafana\", \"Angular (Web Framework)\", \"Relational Databases\", \"Ansible\", \"Algorithms\", \"Scripting\", \"Anomaly Detection\", \"Java (Programming Language)\", \"Data Processing\", \"Unix\", \"Prometheus (Software)\", \"Jupyter\", \"SQL (Programming Language)\", \"DevOps\", \"RESTful API\"]',\n", + " \"['English', 'Malagasy', 'Faroese']\"],\n", + " ['27',\n", + " 'software engineer',\n", + " 'Zürich',\n", + " 'Banks & Building Societies',\n", + " '',\n", + " 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-1.00404203e-01\\n-2.80676812e-01 1.80780619e-01 -2.11960450e-02 1.34971946e-01\\n-7.15983436e-02 3.56249154e-01 1.07109055e-01 1.15570664e-01\\n2.51057893e-01 -2.60895379e-02 -2.25229293e-01 -2.30285615e-01\\n-2.43377358e-01 -1.18941270e-01 2.58340891e-02 -6.87678605e-02\\n3.26687604e-01 -2.70393074e-01 -1.15278289e-02 -1.90212190e-01\\n-2.16400623e-01 -4.26365733e-01 -1.54515609e-01 -4.96382965e-03]]',\n", + " 'As a Software Engineer, being a member of the IT Engineering and Development team of Cembra, you will actively participate in all stages of the software development life-cycle mainly focusing on requirements’ engineering, software design and development activities for the Bank’s existing and new applications. You will be responsible for providing the design, development, configuration and maintenance for changes on existing systems and also for introducing new applications and interfaces with other systems. You will be developing highly complex applications with the goal of streamlining business operations and improving overall user and/or customer experience. The ideal candidate is a self-starter with a strong desire to increase efficiency and make an impact while creatively collaborate and execute team goals contributing to the Bank’s vision towards digital transformation. Key responsibilities Work with experienced engineers to design and develop new modules and/or applications Undertake the technical ownership of Cembra Money Bank’s Applications Integrate with the existing applications portfolio as well as third parties’ software Contribute towards the timely completion of development tasks for change initiatives and projects Liaise with production support and operations teams for Troubleshooting of production software and bug fixing (level 3 support) Maintain the highest code quality standards Willing to understand all aspects, functional/business and technical, of the applications on which you work on so that you can be greatly effective Continually learn and apply relevant software development practices, patterns, tools and technologies and actively contribute to the Bank’s technical selections/decisions Your profile Master or Bachelor in Computer Science (or equivalent degree) 5+ years’ of backend or distributed systems Java development knowledge (EE/Spring) Web technologies (SOAP, Rest), experience in Service-Oriented (SOA) and Microservice (MSA) architecture and strong understanding of software design patterns & object oriented principles Knowledge of messaging systems, Java applications servers (WAS, JBoss, Tomcat) and relational databases and also working experience with common networking, infrastructure, operating systems and security fundamentals A solid grasp on software engineering practices (e.g. thorough code reviews, unit tests, deep focus on quality, design documentation) Team player who quickly and easily adapts to changing situations, not afraid to take end-to-end ownership of tasks and responsibilities while displaying genuine commitment Working experience with FE development and javascript frameworks is considered a plus Good communication skills and an open style to provide transparency to management Fluent in English, German is a plus Contact Rahel Züllig HR Manager About Us Cembra Money Bank AG is a leading Swiss provider of consumer finance products and services. Its product range includes personal loans, auto leases and loans, credit cards and insurance sold with those products as well as invoice financing, deposit and savings products. Headquartered in Zurich-Altstetten, the Bank has operations across Switzerland via a network of 16 branches as well as alternative sales channels such as the Internet, credit card partners, independent agents and 4,000 car dealers. Cembra Money Bank AG is an independent Swiss bank and has been listed on the SIX Swiss Exchange since 2013. It has over 880 employees from 37 nations and 911,000 customers. On 1 July 2019 Cembra announced the acquisition of the consumer finance provider cashgate.',\n", + " '[\"Verbal Communication Skills\", \"Business Operations\", \"Collaboration\", \"Self Starter\", \"Management\", \"Operations\", \"Integration\", \"Creativity\", \"Troubleshooting (Problem Solving)\", \"Sales\"]',\n", + " '[\"Distributed File Systems\", \"Tooling\", \"Streamlining\", \"Software Development Life Cycle\", \"Unit Testing\", \"Computer Science\", \"Message Handling Systems\", \"Consumables\", \"Staging\", \"Credit Card Applications\", \"Activism\", \"Alternators\", \"Software Design Patterns\", \"Maintainability\", \"E (Programming Language)\", \"Application Servers\", \"Levelling\", \"Digital Transformation\", \"Common Language Infrastructure\", \"Adapters\", \"Executable\", \"Network Infrastructure\", \"Microservices\", \"Software Engineering\", \"Operating Systems\", \"Java Application Server\", \"Application Portfolio Management\", \"Finance\", \"Personalization\", \"Production Support\", \"Service-Oriented Modeling\", \"Code Review\", \"JavaScript Frameworks\", \"Software Design\", \"Quality By Design (QbD)\", \"Modulation\", \"Productivity Software\", \"Banking\", \"Software Development\", \"Relational Databases\", \"Loans\", \"Customer Experience\", \"Simple Object Access Protocol (SOAP)\", \"Transparency (Projection)\", \"NGBSS (SOA Integration Framework)\", \"Java (Programming Language)\", \"Custom Backend\", \"Apache Tomcat\"]',\n", + " \"['English', 'Dutch', 'Nuosu']\"],\n", + " ['102',\n", + " 'network/communication engineer voice/data/iot cloud (m/f)',\n", + " 'Ebikon',\n", + " 'Architectural & Engineering Services',\n", + " '',\n", + " '[[-3.27513874e-01 3.24660480e-01 5.21371543e-01 -1.62468553e-02\\n5.91535270e-01 -8.14866796e-02 -1.04570977e-01 3.87994260e-01\\n-1.16121575e-01 -5.39816916e-01 -1.18672751e-01 -3.28160822e-01\\n-6.97539747e-02 1.01617917e-01 1.26957491e-01 4.57225680e-01\\n2.86172837e-01 1.27504524e-02 -1.35993049e-01 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-2.13272557e-01\\n-1.13256447e-01 -3.96746129e-01 -6.48873672e-03 -1.11167207e-01]]',\n", + " 'Our success has been built on leadership through Service, constant innovation and our ability to identify with customers and their needs. We invite you to learn more about our company and to consider what we can offer - not a job, but a career - to people who have the skills and passion to move AHEAD with Schindler. Therefore, we need you as part of our dynamic, collaborativ, innovative team. Join us in our mission to digitize elevators and escalators creating additional benefits for customers like uptime, insights, convenience by developing new digital product offerings. In your role as Network/communication engineer Voice/Data/IoT-Cloud you have ownership for the following subjects: providing robust (wired/wireless) Ethernet based network technology in industrial controller system (ICS) network and IoT environment Implementing and maintaining of highly scalable, converged and secured networks voice/data/multimedia in Schindler products Supporting existing processes in project management and product creation cycles Establishing network monitoring in industrial and IoT communication systems Participating the 2/3 level support Mobility needs you As Network/communication engineer Voice/Data/IoT-Cloud you will be responsible for supporting the teams in developing, implementing, monitoring and maintaining highly scaled communication network systems globally. Therefore, Schindler seeks for a flexible and independently working person that is willing to work in a dynamic and agile environment, dealing with IoT (Internet of Things) and communication technologies). Further expectations include: Fluent in English and German Understand state of the art wired/wireless communication technology principles (IPv4/6) Understand IoT/embedded system design principles in end to end communication aspects Understand leading edge security requirements in ICT in heterogenous environment Know cloud technologies and its automation and management aspects Used to participate global projects in virtual teams This role is an excellent opportunity for joining a successful global ambitious company. You will have the opportunity to grow and develop both personally and professionally in a supportive and inclusive environment, working with a great bunch of people. Package includes an attractive salary, flexible working hours and a modern multi-space office, in the center of Switzerland, close to Lucerne.',\n", + " '[\"Leadership\", \"Professionalism\", \"Management\", \"Communications\", \"Virtual Teams\", \"Wireless Communications\", \"Innovation\"]',\n", + " '[\"Automation\", \"Wireless Mesh Networks\", \"Agility\", \"Juniper Network Technologies\", \"IPv4\", \"Ethernet\", \"Communications Systems\", \"Global Project Management\", \"Genesis Communications Networks\", \"Industrialization\", \"Maintainability\", \"Controller Development System (CoDeSys)\", \"Levelling\", \"Uptime\", \"Hostile Work Environment\", \"Mobility\", \"Corporate Governance Of ICT\", \"Multimedia\", \"Industrial Control Systems\", \"Embedded Systems\", \"Digitization\", \"Personalization\", \"Network Communications\", \"Scalability\", \"Network Monitoring\", \"Office Space Planning\", \"Network Security\", \"Security Requirements Analysis\", \"Systems Design\", \"Digital Product Management\", \"Data Direct Networks\", \"Project Management\", \"Additives\", \"Product Support\", \"Centering\", \"Internet Of Things (IoT)\", \"New Product Development\", \"Cloud Technologies\"]',\n", + " \"['English']\"],\n", + " ['75',\n", + " 'software engineer c++',\n", + " 'Basel',\n", + " '',\n", + " '',\n", + " '[[-6.15360327e-02 1.70069948e-01 3.69094670e-01 -4.79845591e-02\\n4.70457852e-01 -2.11933196e-01 -7.08187371e-02 2.78565824e-01\\n2.95023248e-02 -3.25105608e-01 4.88465913e-02 -2.35919148e-01\\n-1.46300763e-01 1.73026562e-01 9.29632112e-02 4.72389370e-01\\n3.19536090e-01 1.15963891e-01 -1.04019299e-01 3.63617152e-01\\n1.43307418e-01 -1.01917334e-01 1.59268215e-01 8.21938634e-01\\n3.83604348e-01 -5.87992370e-02 -6.00261986e-02 -1.12783508e-02\\n-2.19714239e-01 -1.16500683e-01 4.06501740e-01 1.43361226e-01\\n-7.79786855e-02 -4.00314540e-01 1.12267867e-01 9.94002298e-02\\n-3.23229134e-01 -1.82109043e-01 -7.37718642e-02 2.78239369e-01\\n-6.93649173e-01 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discovery and research more efficient. We are an ETH Spin-off company, seeking highly motivated and talented individuals who want to contribute in shaping the future of drug discovery. Our core technology consists of a bio-sensor made out of an application specific integrated circuit (ASIC) chip. Together with an FPGA-based data acquisition platform and with our software suite MaxLab Live, this technology is used for drug discovery and to investigate brain cells at unprecedented detail and resolution. We are now enhancing our software MaxLab Live to perform automated experiment routines by means of a Python API (boost.python). Additionally, we are implementing various data analysis and visualization routines to enhance the user experience of our customers and to help them improve their research and drug discovery applications. For both of these activitieswe are seeking a highly motivated software engineer to help us either on the backend to improve the Python API and/or on the frontend with the user interface for data analysis and visualization. Your Profile Studies in computer science, electrical engineering, biology or related field Experience with C++ (C++11/14) and Linux Enjoy pushing technology to its limits You Get Working with cutting-edge technology Working on a modern C++11 code base Freedom to come up with and work on your own ideas Be part of a fast-paced technology startup at the intersection between biology, engineering and data science Are you motivated, innovative and committed to delivering first-rate performance? Have you ever wanted to work with cutting-edge technology involving both engineering and biology? Do you enjoy working in an international, multidisciplinary, and interactive team? Then we might have a position for you. Join MaxWellBiosystems in innovating the future of electrophysiology for drug discovery and basic research. Jan Müller looks forward to receiving your application documents (cover letter, short CV) by email at jan.mueller@mxwbio.com.',\n", + " '[\"Research\", \"Positivity\", \"Innovation\", \"Investigation\"]',\n", + " '[\"Automation\", \"Live Cell Imaging\", \"Basic Research\", \"Interactivity\", \"Field-Programmable Gate Array (FPGA)\", \"Computer Science\", \"Boost (C++ Libraries)\", \"Documentation Based Coding\", \"Industrialization\", \"Visualization\", \"Software Suite\", \"C++ (Programming Language)\", \"Python (Programming Language)\", \"Push Technology\", \"Component Object Model (COM)\", \"Linux\", \"Agile Edge Technologies\", \"Limiter\", \"Application Specific Integrated Circuits\", \"Software Engineering\", \"Data Science\", \"Electronics\", \"Biology\", \"Electrical Engineering\", \"Electrophysiology\", \"Data Acquisition\", \"Biological Engineering\", \"Receivables\", \"Pharmaceuticals\", \"Drug Discovery\", \"Additives\", \"User Experience\", \"Custom Backend\", \"ASIC Programming Language\", \"Application Programming Interface (API)\", \"Integrated Circuits\", \"User Interface\", \"Data Analysis\", \"Advanced Imaging Technology\"]',\n", + " \"['English', 'Tsonga']\"],\n", + " ['75',\n", + " 'data scientist (m/w)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-3.41230571e-01 3.20579290e-01 3.75774533e-01 -5.87651171e-02\\n4.43441123e-01 -1.29961938e-01 -1.92020759e-02 4.41386491e-01\\n-1.59575537e-01 -4.24713194e-01 -1.46686330e-01 -3.25343221e-01\\n1.14388704e-01 2.04729050e-01 -1.23882887e-03 4.20161128e-01\\n3.73519152e-01 -1.16898101e-02 -2.07619742e-01 1.32103652e-01\\n8.86699557e-02 -3.35102119e-02 4.04846482e-02 7.49066710e-01\\n4.03577298e-01 3.07110511e-02 9.69275273e-03 2.29009271e-01\\n-2.27694642e-02 -3.00659746e-01 4.20081764e-01 6.77612126e-02\\n-9.78656411e-02 -1.45831376e-01 1.00099869e-01 1.93986848e-01\\n-1.76201001e-01 -4.38924991e-02 -4.48319092e-02 1.02736801e-01\\n-4.25482512e-01 -7.39343241e-02 -1.93309754e-01 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As a coordinator you will identify, propose and support solutions for relevant topics such as: - high performance data management documentation, exchange and curation systems - e-lab journals, repository systems, data management plans - identification, architecture and design of new technologies As contact person for data management you will lead a user group consisting of experts out of our research departments and you will organize and partly lead trainings and workshops or working groups and coordinate various activities with external partner. Your profile: You have a university degree (MSc degree) in computational science, or a related scientific discipline. You have already demonstrated experience in research and project management. You are interested to work closely together with our researchers on data science questions. You are a team player and your strengths include taking personal responsibility, high motivation for excellence, flair for elaborating out-of-the-box solutions. Strong interpersonal and communication skills are essential alongside the ability to collaborate with peers and scientific partners. Excellent communication skills in English and German are mandatory. The position is first limited to 2 years. Benötigte Skills Englisch Datawarehouse',\n", + " '[\"Coordinating\", \"Research\", \"Verbal Communication Skills\", \"Collaboration\"]',\n", + " '[\"MSC Software\", \"Compilers\", \"Computer Science\", \"Data Management\", \"Strategic Decision-Making\", \"Instructor-Led Training\", \"Journals\", \"Activism\", \"E (Programming Language)\", \"Data System\", \"Limiter\", \"Data Science\", \"Consolidation\", \"Data Management Plan\", \"Personalization\", \"High Performance Fortran (Concurrent Programming Language)\", \"Clinical Data Management\", \"Group Work\", \"Project Management\", \"Curation\", \"Document Management\"]',\n", + " \"['English', 'Limburger', 'Armenian', 'Burmese', 'Marshallese']\"],\n", + " ['75',\n", + " 'backend engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.93609878e-01 2.38891289e-01 4.06519204e-01 8.61738622e-02\\n4.30715382e-01 -3.36003989e-01 -1.61139861e-01 4.15474802e-01\\n-2.22977281e-01 -4.06614542e-01 3.22800167e-02 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-2.49690548e-01\\n-3.06666374e-01 -1.14471808e-01 1.37831271e-01 7.59873306e-03\\n2.48591796e-01 -3.64565909e-01 -3.83512788e-02 4.01993887e-03\\n1.16353389e-02 -2.40991428e-01 -1.00444414e-01 -7.91347027e-03]]',\n", + " 'Job Informationen ABOUT THE POSITION: As a Senior Backend Engineer at our company, you build scalable, reliable and secure cloud based distributed data processing systems. You are passionate about complex data processing pipelines and keep up to date with best practices and new technology. You like to mentor your colleagues. You do not believe in big rewrites, but in continuous improvements. You will shape and implement our API services at internet scale. Together with your team, you are going to be constantly improving existing features, reliability, flexibility and scalability of our system. REQUIREMENTS: - Extensive experience with data pipelines, service oriented architecture and distributed systems - Experience with web-scale systems handling hundreds of concurrent requests at low latency - Extensive experience with relational and document oriented Databases - Experience with Docker, Kubernetes on GCP and/or AWS - Fluency in Python, C++ and another language - MSc/PhD in computer science or similar Benötigte Skills Senior C++ Python',\n", + " '[\"Reliability\"]',\n", + " '[\"Distributed File Systems\", \"MSC Software\", \"Kubernetes\", \"Low Latency\", \"System Requirements\", \"Web Operating Systems\", \"Computer Science\", \"Service-Oriented Architecture\", \"Good Agricultural Practices\", \"Scale (Map)\", \"C++ (Programming Language)\", \"Python (Programming Language)\", \"Pipelining\", \"Data Processing Systems\", \"Document-Oriented Databases\", \"Docker (Software)\", \"Handle Systems\", \"Scalability\", \"Continuous Improvement Process\", \"Electronic Data Processing\", \"Google Cloud Platform (GCP)\", \"Amazon Data Pipeline\", \"Application Programming Interface (API)\", \"Custom Backend\"]',\n", + " \"['English', 'Oromo']\"],\n", + " ['125',\n", + " 'natural sciences analyst in the data analytics center 80-100%',\n", + " 'Basel',\n", + " 'Colleges & Universities',\n", + " '',\n", + " '[[-3.57026637e-01 2.32859910e-01 4.49538589e-01 2.51548178e-02\\n4.80997980e-01 -1.22811340e-01 -1.84660733e-01 3.95710647e-01\\n-5.45534715e-02 -3.93182874e-01 -1.87619075e-01 -3.27390939e-01\\n-2.68942527e-02 1.70797706e-01 6.34973347e-02 4.91061807e-01\\n4.01009321e-01 -3.90403382e-02 -1.41165122e-01 1.73101842e-01\\n1.14961557e-01 2.94276085e-02 -6.37388974e-03 7.87521958e-01\\n4.24799711e-01 1.53540839e-02 -4.53360938e-02 2.09784389e-01\\n-9.32722986e-02 -2.03079015e-01 5.21673143e-01 1.01629809e-01\\n-1.11199744e-01 -3.08389753e-01 1.08123966e-01 3.45423520e-01\\n-1.89463586e-01 -2.57994652e-01 1.03104617e-02 9.31920558e-02\\n-4.41020846e-01 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It counts over 12'000 students and 4'300 researchers in 7 faculties active in domains from humanities and social sciences to natural sciences. The University of Basel is promoting the growing area of Data Science by establishing a university-wide Data Analytics Center (DAC). The goal of the DAC is the advancement of research and the development of transdisciplinary synergies at the University of Basel and its partners. The service and support activities of the DAC will be provided by the Center for Scientific Computing (sciCORE) and the Digital Humanities Lab (DHLab) in collaboration with the Department of Mathematics and Computer Science (DMI). We invite applications for a data analysis support specialist (80-100%) to support quantitative research in biomedical and natural sciences. Your position The successful candidate will provide consulting and execute data analysis in research projects in various domains of natural sciences (life sciences, physics, chemistry). The primary mandate is to support research groups in need of data analysis by applying appropriate statistical, computational, and visualization methods, helping with experimental design, and making fundamental methodological advances. The position will involve hands-on data analysis and contributions to teaching (postgraduate courses), and will be hosted at sciCORE. Your profile Our ideal candidate has a strong and diversified experience (postdoctoral level) in data analysis, in particular with applications involving analysis of complex data sets (multi-scale data) using machine learning, deep learning, and other advanced statistics. Experience in high-performance computing environments (Linux) and knowledge of R and Python are required. Previous work with imaging data or *omics data, and familiarity with at least one state of the art deep learning framework will be an asset. Given the important service aspect of the position, we expect our candidate to be flexible, proactive, capable of following several projects in parallel and to have a curiosity for natural sciences in general. We offer you At sciCORE, you will be part of a highly efficient and motivated team of diverse data analysts (from biostatistics to astrophysics), data managers, and scientific IT specialists. As a member of the DAC you will also join forces with support scientists at the DHLab and DMI. External collaborations and co-authorship in publications can be expected. We support our team members in their own training, networking and career development. You will have the opportunity to contribute in shaping the organization and development of this data analysis platform. The initial contract is for 2 years, with possibility of renewal into a permanent contract. The University of Basel is an equal opportunity and family friendly employer committed to excellence through diversity. Application / Contact We look forward to receiving your complete application via the university's online application portal (see button below). Applications should include a curriculum vitae, list of publications indicating the five most significant papers, a link to your code repository or portfolio of data analysis projects, and names of three potential referees. Applications by email cannot be considered. For further information, please contact Dr. Geoffrey Fucile scicore@unibas.ch. The position will remain open until filled.\",\n", + " '[\"Research\", \"Collaboration\", \"Proactivity\", \"Friendliness\", \"Team Motivation\", \"Teaching\", \"Curiosity\", \"Positivity\", \"Consulting\"]',\n", + " '[\"Physical Chemistry\", \"Social Sciences\", \"Computer Science\", \"Analytics\", \"Life Sciences\", \"Data Management\", \"High Performance Computing\", \"Machine Learning\", \"Physical Science\", \"Visualization\", \"Natural Sciences\", \"Scale (Map)\", \"Activism\", \"Python (Programming Language)\", \"Levelling\", \"Computational Statistics\", \"Executable\", \"DR-DOS\", \"Hosting\", \"Minimum Data Set\", \"Quantitative Research\", \"Data Science\", \"Scientific Computing\", \"Equalization\", \"R (Programming Language)\", \"Biostatistics\", \"Deep Learning\", \"Survey Data Analysis\", \"Receivables\", \"Humanism\", \"Imaging\", \"Astrophysics\", \"Digital Humanities\", \"Logistics Support Activity\", \"Career Development\", \"Centering\", \"Experimental Design\", \"Data Analysis\"]',\n", + " \"['English', 'Kanuri', 'Malayalam']\"],\n", + " ['84',\n", + " 'data management software engineer (w/m)',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-4.04619247e-01 2.37983733e-01 5.40266812e-01 -1.12129927e-01\\n4.37007159e-01 -1.66741446e-01 9.36558768e-02 1.43781796e-01\\n-5.95327504e-02 -2.85568804e-01 -8.73139426e-02 -3.11490208e-01\\n-1.39583722e-01 3.46547067e-02 1.82638094e-01 5.57610631e-01\\n2.44249985e-01 3.16596553e-02 -2.86290497e-01 2.62290210e-01\\n8.15777108e-02 2.19135615e-03 -1.83395296e-03 7.27779508e-01\\n4.82069224e-01 -1.06577566e-02 -5.05015664e-02 -9.33204442e-02\\n-2.81174451e-01 -2.42011547e-01 4.95320857e-01 8.96196067e-03\\n-1.20651104e-01 -2.40456611e-01 8.06236491e-02 1.22564416e-02\\n-1.48057103e-01 -1.06481209e-01 1.21796452e-01 1.73215896e-01\\n-4.96022940e-01 -2.60411412e-01 2.62095500e-02 1.38251418e-02\\n-3.01295906e-01 -3.48673105e-01 -1.62118301e-01 3.50100663e-03\\n5.86734824e-02 1.94859207e-02 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Ihr Aufgabenbereich Developing and supporting Data Management Framework application(s) ranging from small integration tools to full-blown applications, over time building up an integrated solution suite enabling Data Management to support the enterprise in becoming even more data driven Contributing to overall data management capability development, spanning various topics like data modeling, metadata management, data standardization and master & reference data management Being part of the development team supporting the Risk Modelling Platform generic components underpinning a range of business critical capital modelling applications Supporting incident resolution; working with the BUs to mitigate associated impacts Ihr Profil University level education, e.g. Computer Science, Computer Engineering, or Engineering Discipline 10+ years of experience in enterprise-grade software development 10+ years of experience with C# .NET framework development High degree of customer focus & end-to-end solution delivery attitude Proficiency in C# and object-oriented programming concepts, enjoys writing clear, maintainable code, tests and documentation Familiarity with enterprise application architecture patterns (concurrency models, unit-of-work etc.), transactional processing, domain driven design, REST APIs and service oriented architecture including solid skills in managing complexity with decoupling and dependency injection Knows how to approach a problem statement, steer the requirements engineering and drive the technical solution design Experience in the data management domain (metadata, master & reference, data quality, etc.) are a plus Has excellent communication skills, both written and oral, able to interact with different management levels Fluent in written & spoken English, German is a plus Ihre Chance Haben wir Ihr Interesse geweckt und Sie sind bereit eine neue Herausforderung anzunehmen? Dann schicken Sie Ihre vollständigen Bewerbungsunterlagen an jobs@oneagency.ch Ort: Zürich Spezialisierung: C# / C++ / C .NET Entwicklung Sprachen: Deutsch Englisch Job ID: 7379',\n", + " '[\"Writing\", \"Management\", \"Integration\"]',\n", + " '[\"Code Testing\", \"Reference Data\", \"Mitigation\", \"Tooling\", \"Capitalization\", \"Interactivity\", \"Computer Science\", \"Metadata\", \"Data Management\", \"Data Modeling\", \"Service-Oriented Architecture\", \"Build Time\", \"Branding\", \".NET Framework\", \"Service Level Management\", \"E (Programming Language)\", \"Levelling\", \"Applications Architecture\", \"Concurrency Pattern\", \"Programming Concepts\", \"C (Programming Language)\", \"Domain Driven Design\", \"Application Portfolio Management\", \"C# (Programming Language)\", \"Dependency Injection\", \"Solution Delivery\", \"Requirements Engineering\", \"Clinical Data Management\", \"Capability Development\", \"Computer Engineering\", \"Technical Solution Design\", \"Transaction Processing (Business)\", \"Software Development\", \"Solution Design\", \"Metadata Modeling\", \"Maintaining Code\", \"RESTful API\"]',\n", + " \"['English', 'Welsh', 'Sundanese']\"],\n", + " ['82',\n", + " 'big data engineer',\n", + " 'Zürich',\n", + " 'Staffing & Outsourcing',\n", + " 'www.nicollcurtin.com',\n", + " '[[-3.59203309e-01 2.84078747e-01 4.03332740e-01 7.03492612e-02\\n6.18659675e-01 -2.21305519e-01 -3.66830193e-02 4.68001425e-01\\n-9.57974698e-03 -3.22790772e-01 -1.28672332e-01 -1.54692918e-01\\n-7.85306841e-02 1.48028374e-01 1.81689672e-02 2.28859752e-01\\n3.20908666e-01 1.63636461e-01 -3.45691405e-02 3.29709291e-01\\n7.10510910e-02 -1.42218173e-01 1.08264901e-01 6.83549345e-01\\n3.48668456e-01 5.43728704e-03 -8.57399628e-02 3.12719084e-02\\n-3.08920473e-01 -2.14215368e-01 3.86555463e-01 -7.77928308e-02\\n-1.15295649e-01 -3.15231860e-01 1.29168779e-01 -4.51448485e-02\\n-2.34217227e-01 -1.35865480e-01 -1.53281808e-01 1.58915758e-01\\n-4.14469033e-01 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1.60147250e-01\\n3.30694206e-02 5.78763559e-02 -3.68252397e-01 -4.48840531e-03\\n-2.72487730e-01 -4.67368871e-01 2.16174245e-01 3.19827609e-02\\n-1.90026030e-01 1.30317375e-01 1.72955394e-01 2.10126236e-01\\n-1.95965752e-01 5.92376478e-02 -5.41560240e-02 4.54290360e-02\\n5.41787520e-02 3.50364059e-01 -3.54786068e-01 -3.34287405e-01\\n-2.56021827e-01 2.61949599e-01 -1.31226957e-01 1.49670348e-01\\n-4.87071648e-02 2.62735188e-01 6.12970144e-02 3.24324444e-02\\n4.05226976e-01 -1.57286584e-01 -3.25875372e-01 -3.58657151e-01\\n-4.00641561e-02 -6.63123354e-02 -7.26582184e-02 -1.61522418e-01\\n1.72129512e-01 -3.64370406e-01 -2.11572424e-01 -5.61028495e-02\\n-6.88224286e-02 -2.65122354e-01 -1.11660041e-01 -1.38186261e-01]]',\n", + " 'BIG DATA DEVOPS ENGINEER (HADOOP, CLOUDERA, LINUX, TABLEAU) BANKING BIG DATA JOB IN ZURICH, SWITZERLAND A respected international tier-1 banking client of mine is seeking a Big Data DevOps Engineer for a job opportunity in Zurich. This bank has always been at the forefront of technology advancements and development of banking applications, and they currently need a Big Data DevOps Engineer. As the Big Data DevOps Engineer in Zurich, you will have the opportunity to build and maintain a big data platform along with a team of engineers and systems experts. You will be responsible for deploying, automating, maintaining, troubleshooting, and improving the systems that keep the back-end infrastructure running smoothly. Some key skills you will need for this role; Cloudera Hadoop administration/engineering experience, understanding of Linux engineering, Cluster management skills, ability to support incident management skills which means good customer-facing skills as well, and good problem-solving skills. Additionally, skills with Tableau administration, Control-M or Rundeck exposure as well as knowledge of SQL syntax will be very desired. This is for a contract job with an initial duration of six months. To apply for this Big Data DevOps Engineer job within banking in Zurich, please forward your CV to ameya.khare@nicollcurtin.com.',\n", + " '[\"Infrastructure\", \"Troubleshooting (Problem Solving)\", \"Management\", \"Problem Solving\"]',\n", + " '[\"Automation\", \"Syntax\", \"Tableau (Business Intelligence Software)\", \"Back End (Software Engineering)\", \"Banking\", \"Data Management Platforms\", \"Expert Systems\", \"Additives\", \"Component Object Model (COM)\", \"Linux\", \"Maintainability\", \"Control-M (Batch Scheduling Software)\", \"Incident Management\", \"Big Data\", \"SQL (Programming Language)\", \"DevOps\", \"Rundeck\"]',\n", + " \"['English', 'Sinhalese']\"],\n", + " ['107',\n", + " 'software engineer, full-stack',\n", + " 'Lausanne',\n", + " 'Enterprise Software & Network Solutions',\n", + " 'www.spotme.com',\n", + " '[[-2.40400463e-01 1.97630540e-01 5.63323975e-01 3.51318382e-02\\n5.01096666e-01 -1.70995638e-01 1.30098253e-01 3.23587179e-01\\n5.76776499e-03 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SpotMe has been recognized by G2 Crowd as the leading pure play mobile event app, a growing space that represents more than $1 billion in potential annual revenue. Our ambition is to double down on this opportunity, use events as a springboard and extend our positioning into Digital Experience Platforms (DXP) for employees and customers. Today, SpotMe serves over 220 global brands, including 80 Fortune 500 companies. Some of the world’s largest companies – including Novartis, L’Oréal and Daimler – use SpotMe to connect every event to their greater story. Responsibilities: Develop new features of the SpotMe Backstage, our CMS Optimise user experience, streamline workflows, improve feedback and reporting Perform complete UI/UX re-design with ease of use, contextual aid in mind Work in cross-team projects on new & improving existing features Participate in brainstorming, specification and design sessions Maintain documentation, samples & best practices up to the highest standards Requirements & Skills: Native JavaScript and CSS speaker, proficient in Angular & Node.js Experience with SQL & No-SQL databases is a plus Demonstrated success in designing and building complex web applications Strong analytical, communication and collaboration skills Proactive, independent, completes tasks down to resolution ',\n", + " '[\"Visionary\", \"Collaboration\", \"Proactivity\", \"Brainstorming\", \"Communications\", \"Positivity\"]',\n", + " '[\"Web Applications\", \"Angular (Web Framework)\", \"Streamlines\", \"Springboard\", \"Hyper SQL Database (HSQLDB)\", \"Node.js\", \"Cascading Style Sheets (CSS)\", \"Digitization\", \"User Experience\", \"Maintainability\", \"Workflows\", \"Performance Reporting\", \"JavaScript (Programming Language)\", \"Analytics\", \"SQL (Programming Language)\", \"Branding\", \"Zope (CMS)\", \"Mobility\"]',\n", + " \"['English', 'Tajik', 'Dhivehi']\"],\n", + " ['10',\n", + " 'software engineer',\n", + " 'Zürich',\n", + " 'Computer Hardware & Software',\n", + " 'www.adnovum.ch',\n", + " '[[-1.95624158e-01 3.97409528e-01 5.07171333e-01 -4.06459570e-02\\n5.41350424e-01 -8.11445639e-02 7.53710493e-02 3.58455390e-01\\n-3.10194045e-02 -5.43209136e-01 -1.87547192e-01 -1.59705579e-01\\n7.89334401e-02 1.13280721e-01 1.94852591e-01 3.26767713e-01\\n4.62987572e-01 7.56500736e-02 3.62817454e-03 3.83732766e-01\\n-1.62129730e-01 -9.87617448e-02 1.34480879e-01 6.40779495e-01\\n3.55763644e-01 -6.63058320e-03 4.31952588e-02 1.95201710e-01\\n-1.69206694e-01 -2.27221057e-01 3.46927643e-01 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web applications for our customers. Your main working language with our customers will be German. We look for Software Engineers for our locations in Bern and in Zurich. Depending on your qualifications, past experience and project, you will be involved in the analysis, specification and implementation of technical requirements in one of the following disciplines: Application development You implement the functional requirements of our customers with a broad spectrum of technologies and development processes. Integration Your focus is on quality attributes (non-functional requirements). You get the developed solutions up and running (deployment, technical architecture, etc.) and connect them to the customer's systems. By operating at the interface between customers and highly qualified development teams, you will gain a deeper insight into the broader interrelationships in the software development process and benefit from the extensive experience of our application development, integration and security specialists.\",\n", + " '[\"Operations\", \"Integration\"]',\n", + " '[\"Application Development\", \"Web Applications\", \"Process Development\", \"Software Development\", \"Functional Requirement\", \"Software Engineering\", \"Process Integration\", \"Mobility\"]',\n", + " \"['English', 'Malagasy']\"],\n", + " ['75',\n", + " 'software engineer (m/w)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.32771158e-01 3.23575675e-01 3.22079837e-01 2.11038645e-02\\n4.28447992e-01 -8.46897438e-02 -6.14280589e-02 2.52944112e-01\\n-7.71240592e-02 -4.60035145e-01 7.07489923e-02 -1.96435317e-01\\n-1.78112105e-01 -8.70894343e-02 1.49234504e-01 5.19659817e-01\\n1.30023852e-01 6.24674968e-02 -6.89474419e-02 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-2.02361494e-01\\n-2.63630450e-01 -3.82653534e-01 -1.28160104e-01 2.40338184e-02]]',\n", + " 'Job Informationen Your tasks: Create and deploy production-ready machine learning models, life-cycle management Evaluate and assess model quality through metrics and experiments End-to-end responsibility for socio-demographic predictions, audience expansions and interest inference Writing production code with Spark and Scala and creating advanced pipelines with Luigi Working with git on github, various services on AWS, Jira and Confluence with an agile software development culture Your profile: Deep knowledge in Scala, Java or C++ and strong skills in either Python or Bash Expertise in using Spark, Hadoop, etc. for scalable data processing and machine learning Understanding and experience in various machine learning algorithms Experience in applying machine learning and deep learning for real-world applications In-depth understanding of concepts such as algorithms, networking and internet technology Able to communicate well in English and to thrive in a peer-driven engineering culture Benötigte Skills Scala C++ JAVA Python Python Bash Englisch',\n", + " '[\"Communications\", \"Writing\"]',\n", + " '[\"Python Server Pages\", \"Luigi (Python Package)\", \"Prediction\", \"Machine Learning\", \"Project Management Life Cycle\", \"C++ (Programming Language)\", \"Scala (Programming Language)\", \"Python (Programming Language)\", \"Pipelining\", \"Machine Learning Methods\", \"Github\", \"Agile Software Development\", \"Machine Learning Algorithms\", \"Bash (Scripting Language)\", \"Electronic Data Processing\", \"Deep Learning\", \"Atlassian Confluence\", \"Software Development\", \"Algorithms\", \"Production Code\", \"Git Flow\", \"JIRA Studio\", \"Java (Programming Language)\", \"Data Processing\"]',\n", + " \"['English', 'Corsican', 'Marathi', 'Bulgarian']\"],\n", + " ['48',\n", + " 'front-end software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " 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-2.85801202e-01\\n-1.41614929e-01 1.50194257e-01 -1.92084998e-01 6.92138821e-02\\n1.13935433e-02 3.15719306e-01 -2.49072537e-03 1.09081075e-01\\n4.35756654e-01 -4.84098420e-02 -2.28269339e-01 -2.38923982e-01\\n-3.03419769e-01 -1.15310267e-01 -6.33409321e-02 -1.26942441e-01\\n2.26360664e-01 -2.40976885e-01 -7.41824210e-02 -2.35900879e-02\\n-6.44095391e-02 -2.80245662e-01 7.33688325e-02 -1.03815094e-01]]',\n", + " \"FRONT-END SOFTWARE ENGINEER (TECHNOLOGY) Start: As soon as possible Location: Zürich, 100% THE FELFEL TECHNOLOGY TEAM & YOUR IMPACT FELFEL is a startup based in Zürich, Switzerland. The company has revolutionized how people eat at work with its intelligent technology - the FELFEL fridge. The company is among the fastest growing startups in Switzerland with over 80 employees. Our Technology team - currently consisting of 10 engineers - has built the heart of FELFEL's product and is responsible for our success as a leading European foodtech company. In this role, you will work very directly with the CTO, our founders and other teams at FELFEL (product, growth, sales, support, etc.) to improve the experience for our end customers eating at work every day, as well as the internal users of our technology. YOUR ROLE: Drive the evolution of the front-ends serving consumers and internal users. Build high-quality mockups and design prototypes around customer needs. Coordinate with our backend engineers to evolve the APIs required by the front-ends. Iteratively improve the user experience by incorporating feedback from customers and internal users. Assist with the development of our React Native based mobile apps. Maintain build automation pipelines to ensure efficient & reliable front-end deployment. WHO YOU ARE: You are an experienced front-end engineer with broad programming skills. You are able to build production-ready software that meets the needs of our customers and internal users. You have significant experience in building front-ends with the React framework. You can architect and implement robust software capable of embracing change. You are able to create effective user experiences from product specifications and insight into user psychology. Experience in building mobile apps with React Native is a plus. You possess a degree in Computer Science or related fields. You thrive in a collaborative environment involving different stakeholders and domain experts. Curiosity is key. We like to learn new stuff, fail fast and explore new territories - so do you. Your attitude is positive. ‘The Answer is Yes’. You are fluent in written and spoken English. If you speak German and/or French - even better. Authentic love & passion for good food. Non-smoker during work time: You never smell like cigarettes and don’t smoke during the day: FELFEL is about healthy living. EU/EFTA or Swiss work permit. WHAT WE OFFER: Lots of good (like really good ;)) food. Just steps away from your desk – we make all food dreams come true… Barista: Our office barista makes fresh coffee & tea for the whole team every day: be it Cappuccino, Americano, Espresso, Chai or Matcha – whatever you prefer the most! Holidays: Enjoy 5 weeks of holidays every year Birthday retreat: On top of your 5 weeks off, take a half day off work to enjoy your birthday Transport: We encourage employees to use public transport by financing the half-fare card Family: FELFEL is a family business with strong values and traditions. We support parenting by giving 1 week of holidays for new dads, 16 weeks for new mums, and paying for up to two days per week of child care People: A great international & diverse team (20 different nationalities!) of talented people who turn their passion into a career (English is our company language) Location: We are located in the heart of Zurich - on the top floor in a bright, open office // We are located in the heart of Lausanne - a lovely office with a beautiful view. Every now and then, get the chance to work from your second office and enjoy an evening in a different city ;) Makers. We are looking for people who want to make a difference - Ownership is an important FELFEL credo. Fun. We 'host' various events, including team aperitifs, sleigh rides, breakfast events and the well-known FELFEL summer & winter-outings… In the summer days we offer working outside in the lake beach clubs or similar locations for a refreshing working day :) Modern way of working. We use the latest technologies and offer time flexibility to individual team members (it matters ‘what’ you do, not ‘when’ in the day). Deep & variegated tech stack - we do everything from monitoring fridge temperature to creating management dashboards. Relocation support if you are based outside of Switzerland. We know that moving can be a challenge in terms of housing & documentation – we will do our best to make it as smooth as possible. HOW YOU APPLY: Interested? Please click on the link “APPLY NOW” and introduce your details in the form on careers.felfel.ch. We can only consider applications submitted via the form and we will get back to you latest 72 hours after your submission. What do we need? CV & short cover letter where you explain why you are our new Front-End Software Engineer. WHO WE ARE, THE FELFEL COMPANY FELFEL revolutionizes how people eat at work with smart technology. Our intelligent fridge makes it possible - good food all day long for employees at work, created by the best local chefs. Over 60'000 employees at more than 400 companies in Switzerland already benefit from a FELFEL fridge at work. FELFEL is a family-owned company and supports small, local producers in Switzerland. Sustainability is a core company value. The company has won several prestigious awards, among others the Swiss Economic Forum Award in 2017. The company was founded in 2013 and counts over 80 employees today. Friendship, respect, 'eating good food together' are key elements of our company culture. You can find more insights on the company and the team on LinkedIn, Facebook, Instagramand of course our website.\",\n", + " '[\"Positivity\", \"Coordinating\", \"Collaboration\", \"Management\", \"Reliability\", \"Curiosity\", \"Sales\"]',\n", + " '[\"Mockup\", \"Programming (Music)\", \"Sustainability\", \"Computer Science\", \"Consumables\", \"Psychology\", \"Building Automation\", \"Mobile App\", \"Authentications\", \"Office Open XML\", \"React Native\", \"Prototyping\", \"Maintainability\", \"Iterators\", \"Pipelining\", \"Software Engineering\", \"Dashboard\", \"React.js\", \"Hosting\", \"Espresso (Android Testing Framework)\", \"Finance\", \"User Assistance\", \"Flooring\", \"Foods\", \"Public Transport\", \"Child Care Policy\", \"Front End (Software Engineering)\", \"Economics\", \"Build Automation\", \"User Experience\", \"Custom Backend\"]',\n", + " \"['English', 'Venda', 'Hiri Motu']\"],\n", + " ['40',\n", + " 'java software engineer',\n", + " 'Zürich',\n", + " 'IT 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The team provides server-side solutions for pricing and execution of a wide range of financial instruments including FX Vanilla & Exotic Options. The programme of work has a very high profile and is recognised to be a key part of our business strategy. Responsibilities Design and implement solutions, writing high quality code and adhere to coding standards Work across full delivery cycle to ensure high quality delivery, utilizing automated testing Support the system / team in resolving high-priority defects and deploying fixes to production systems Work as part of an agile development team and collaborate with global business and IT stakeholders Perform level 3 support, assisting production operations team in rollout and support-related matters Requirements Strong server-side Java skills, including expertise in multi-threaded performance critical programming Large-scale enterprise, object-oriented design experience and hands-on experience in building distributed systems Applied solutions to cater for non-functional requirements including stability, manageability, scalability, capacity and performance Strong analytical, problem-solving and synthesizing skills (you know how to figure stuff out) Working experience in agile SDLC and TDD methodology, with Git/GitHub and continuous integration Ability to work closely with business partners, as part of a global team, delivering iteratively Interest in financial industry or FX derivatives business knowledge Exposure to electronic trading platforms and FIX engines is an added advantage Nice to have: some Java Swing knowledge, Apache Kafka Passionate about what you do, you value excellence, learning and integrity, you like a work Environment that places emphasis on teamwork, collaboration and delivering business value while Working at a sustainable pace Someone who is technically excellent and can aspire, and inspire others, to our values and culture Proactive, detail-oriented and comfortable working in dynamic environments with fast paced deliveries and changing requirements Quick learner An excellent communicator, strong written and verbal communication skills in English We offer Large developer community around the world Career development across technologies and domains Competitive compensation Extensive in-house educational opportunities Dynamic teams and creative work environments Corporate and social events Being part of an international organization servicing both local and global clients Unlimited access to LinkedIn learning solutions Additional Please note that any offers will be subject to appropriate background checks We do not accept CVs from recruiting or staffing agencies Due to the Swiss labour legislation we can only accept EU candidates and applicants who have open work permit for Switzerland',\n", + " '[\"Verbal Communication Skills\", \"Writing\", \"Teamwork\", \"Collaboration\", \"Proactivity\", \"Management\", \"Problem Solving\", \"Communications\", \"Operations\", \"Detail Oriented\", \"Integration\", \"Creativity\", \"Socialization\"]',\n", + " '[\"Distributed File Systems\", \"Electronic Trading Platform\", \"Test-Driven Development (TDD)\", \"Nice (Unix Utility)\", \"Agility\", \"Programming (Music)\", \"Sustainability\", \"Analytics\", \"Automated Testing Framework\", \"Business Partnering\", \"Continuous Integration\", \"Business Strategies\", \"Industrialization\", \"Legislation\", \"Scale (Map)\", \"Financial Instrument\", \"Functional Requirement\", \"Financial Information eXchange (FIX) Protocol\", \"Levelling\", \"Apache Kafka\", \"Executable\", \"Server-Side\", \"Iterators\", \"Hostile Work Environment\", \"Software Engineering\", \"Github\", \"AD Model Builder (ADMB)\", \"International Organizations\", \"Electronic Trading\", \"Scalability\", \"Object-Oriented Design\", \"Production Systems\", \"Community Development\", \"Swing (Dance)\", \"Career Development\", \"Quality Cost Delivery\", \"Additives\", \"Git Flow\", \"Derivatives\", \"Java (Programming Language)\", \"Agile Product Development\"]',\n", + " \"['English']\"],\n", + " ['57',\n", + " 'java software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.57583886e-01 2.24278361e-01 6.10608578e-01 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This role is a permanent position based in Zürich or Bern Canton depending on candidate preference. Your role: Develop sophisticated web / JEE applications. Develop software & enterprise architectures. Design technical solutions in collaboration with customers. Making cost estimates. Contribute to the further development of software development within the business. Your Skills: Experienced in the development of solutions based on Java technologies / open source frameworks. Good knowledge in the following areas: JAVA frameworks for dependency injection O / R mapping & access control (Spring, Hibernate) JAVA application server (Tomcat, JBoss, WebSphere or WildFly) Spring & Vaadin JAVA Web technologies (JSF and PrimeFaces ) Client-side JavaScript UI technologies (Angular 2, React) JAVA UI technologies (JavaFX) Cloud technologies (Docker, Openshift, Kubernetes) Database technologies (Oracle, MySQL, Maria DB) Experience in agile software development is advantageous. Your Profile: Higher education in Computer Science. Self-driven, self-motivation, open-minded & solution-oriented. Cooperative, quality-focused & both customer & team-oriented. Analytical, conceptual & in possession of a quick understanding. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " '[\"Self-Motivation\", \"Team Oriented\", \"Cooperation\", \"Collaboration\", \"Positivity\"]',\n", + " '[\"MySQL\", \"OpenShift\", \"Kubernetes\", \"Computer Science\", \"Analytics\", \"Mobile Application Software\", \"Higher Education\", \"Vaadin\", \"Hibernate (Java)\", \"Primefaces\", \"WildFly (JBoss AS)\", \"Application Servers\", \"Software Engineering\", \"React.js\", \"Agile Software Development\", \"Open Source Technology\", \"Docker (Software)\", \"Conceptualization\", \"Enterprise Architecture\", \"Java Application Server\", \"Java Collections Framework\", \"Project-Based Solutions\", \"Access Controls\", \"Dependency Injection\", \"Cost Estimation\", \"R (Programming Language)\", \"JavaScript (Programming Language)\", \"JavaFX\", \"Receivables\", \"Angular (Web Framework)\", \"Technical Solution Design\", \"Java Web Services\", \"Software Development\", \"Mapping\", \"Java (Programming Language)\", \"Apache Tomcat\", \"JSF 2\", \"Cloud Technologies\"]',\n", + " \"['English', 'Marathi', 'Luxembourgish', 'Tatar', 'Amharic']\"],\n", + " ['145',\n", + " 'c++ back end software engineer',\n", + " 'Zürich',\n", + " 'Aerospace & Defence',\n", + " 'www.veritystudios.com',\n", + " '[[-1.94348380e-01 3.86654705e-01 4.00781035e-01 3.70950587e-02\\n5.85618258e-01 -1.16143979e-01 -2.10347958e-02 2.62955159e-01\\n9.63716656e-02 -3.22371721e-01 -3.28790210e-03 -4.09738719e-01\\n-1.03634223e-01 1.12887949e-01 1.03849776e-01 5.52141428e-01\\n1.49206609e-01 8.52243900e-02 -2.57271886e-01 4.74316716e-01\\n4.91118729e-02 -1.25223652e-01 2.05478594e-01 7.69396424e-01\\n3.64225090e-01 3.89648750e-02 -1.39195040e-01 -4.26500700e-02\\n-2.08582491e-01 -1.09238833e-01 4.75828141e-01 5.23496680e-02\\n-9.49341282e-02 -5.54989219e-01 9.54063684e-02 1.13951951e-01\\n-2.43345976e-01 -9.42346230e-02 -1.37205228e-01 1.81399405e-01\\n-6.20150268e-01 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Designing software back ends for drone systems requires addressing new and challenging problems such as: (a) defining robust and reliable communication protocols to interact with embedded devices (both on wired and wireless connections), (b) implementing components to retrieve, store, and process significant amount of data in an efficient and responsive fashion, and (c) designing algorithms to easily and safely coordinate the operation of hundreds of drones and other system components. Our software team works on a multitude of challenging and interesting tasks, such as implementing drivers for proprietary embedded platform, defining robust and efficient communication protocols, designing algorithms to retrieve, process, and analyze significant amount of data, and implementing graphical user interfaces for control stations. Verity is the global leader in autonomous indoor drone systems and a leading provider of drone failsafe technology. Founded in 2014, Verity's drones have completed more than 150,000 autonomous flights safely above people, in more than 100 facilities in 20 countries worldwide. Its systems also enable the deployment of dynamic sensors and other payloads anywhere in commercial and industrial facilities. Verity's drones have been used by some of the world's biggest names in entertainment, including Cirque du Soleil and Madison Square Garden, and in global tours of major artists including Drake and Metallica. We are entrepreneurs, engineers, artists, professionals, mathematicians, and designers; all working as one. Do you want to join a fast-moving start-up where your contributions will make a difference? Then join us! Responsibilities. Design and develop robust and efficient solutions for advanced robotic systems Participate in all the stages of the development process, including requirements gathering, design, implementation, testing, review, documentation, and deployment Interact with other engineering teams to define and review design documents Cooperate with control engineers to design protocols to interact with robotic systems in order to send commands and collect feedback data Cooperate with embedded engineers to understand the constraints of embedded platforms and design smart and reliable embedded applications Interact with front end engineers to define the interfaces between back ends and front ends Design general purpose libraries that can be used across Verity's code base Qualifications. University degree in a relevant field Proven track record in designing and developing industrial-grade software Solid knowledge of software engineering principles In-depth understanding of algorithms and data structures Experience with database design and handling large amount of data is a plus Experience with distributed systems is a plus Good written and spoken English language skills Excellent knowledge of C++ and STL Familiar with GDB and other debugging and program analysis tools Knowledge of libraries such as Boost and Qt and is a plus Experience in Python, C and modern C++ is a plus Experience with PCB schematics and digital communication interfaces (e.g. SPI, CAN, I2C) is a plus Team player and self-driven Creative approach to problem solving Benefits. Work in an interdisciplinary, highly-skilled team Create ground-breaking systems, used by some of the world's most prominent stage productions Shape the culture and have a significant impact in a rapidly growing young company\",\n", + " '[\"Professionalism\", \"Coordinating\", \"Cooperation\", \"Problem Solving\", \"Operations\", \"Reliability\", \"Creativity\"]',\n", + " '[\"Distributed File Systems\", \"Tooling\", \"Control Engineering\", \"System Requirements\", \"Software Design Documents\", \"Interactivity\", \"Boost (C++ Libraries)\", \"Collections\", \"Digital Communications\", \"Repository Protocol Design\", \"Staging\", \"Industrialization\", \"C++ (Programming Language)\", \"Software Quality Management\", \"Python (Programming Language)\", \"Track (Rail Transport)\", \"E (Programming Language)\", \"Library\", \"Embedding\", \"Program Analysis\", \"Process Driven Development\", \"Database Design\", \"Software Engineering\", \"C (Programming Language)\", \"Front End Design\", \"Robotics\", \"Qt (Software)\", \"Standard Template Library (STL)\", \"Sage SAFE X3\", \"Payloads\", \"Autodesk Design Review\", \"Graphical User Interface\", \"Data Structures\", \"Systems Design\", \"Front End (Software Engineering)\", \"Back End (Software Engineering)\", \"Algorithms\", \"Communications Protocols\", \"Gardening\", \"Algorithm Design\", \"Public Address Systems\", \"Commercialization\", \"B (Programming Language)\", \"User Interface\", \"Debugging\", \"Documentation Based Coding\", \"Controllability\"]',\n", + " \"['English', 'Chamorro', 'Amharic', 'Moldavian']\"],\n", + " ['75',\n", + " 'data ingenieur (m/w)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.73539215e-01 2.95446873e-01 3.41366827e-01 3.93180214e-02\\n4.40420538e-01 -1.47717759e-01 -5.48443720e-02 2.30844498e-01\\n-8.91414285e-02 -4.39024776e-01 1.05183357e-02 -9.85265374e-02\\n-2.43622586e-01 -5.89660660e-04 -1.47397863e-02 4.74850059e-01\\n2.80426443e-01 6.34839982e-02 -1.43790379e-01 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-6.06442541e-02\\n1.93256270e-02 -2.59877086e-01 -2.84286719e-02 1.12730607e-01]]',\n", + " 'Job Informationen Responsibilities: You build prototypes, you set up automatic benchmarking procedures and you assess the scalability and robustness of different machine learning methods. You optimise the use of available CPU and GPU resources for training machine learning models on large datasets on platforms such as AWS and Azure. You work with our engineers to ensure that new models can be seamlessly integrated into our applications and reliably deployed on production systems. You actively share your know-how with our other data scientists (which already includes specialists in areas such as natural language processing, recurrent neural networks and mathematics) and in turn you learn from their ideas and expertise. Requirements: You can produce scalable, reliable and easy-to-understand code in Scala, Java and/or Python. You have deployed machine learning models in production, having tested their robustness and scalability in different environments. You are familiar with a wide range of machine learning approaches, in particular deep learning models. You are passionate about the newest neural network architectures, but you also remain pragmatic and recognise that a simpler traditional machine learning model might work just as well for many use cases. You enjoy solving mathematical problems. You desire to work in a small, agile team environment. You communicate proactively and work independently. Benötigte Skills Scala JAVA Python Python',\n", + " '[\"Proactivity\", \"Communications\", \"Reliability\", \"Integration\"]',\n", + " '[\"Python Server Pages\", \"Graphics Processing Unit (GPU)\", \"Agility\", \"Natural Language Processing\", \"Scala (Programming Language)\", \"Activism\", \"Python (Programming Language)\", \"Prototyping\", \"Dataset\", \"Use Case Diagram\", \"Machine Learning Methods\", \"Benchmarking\", \"Scalability\", \"Production Systems\", \"Deep Learning\", \"Recurrent Neural Network (RNN)\", \"Resourcing\", \"Java (Programming Language)\", \"Network Architecture\"]',\n", + " \"['English', 'Gaelic']\"],\n", + " ['13',\n", + " 'c++ software engineer',\n", + " 'Valais',\n", + " 'Architectural & Engineering Services',\n", + " 'www.albelissa.com',\n", + " '[[-1.93023220e-01 2.84971774e-01 5.76747715e-01 8.09191689e-02\\n3.79462004e-01 -1.60719037e-01 -1.95983723e-02 1.81595489e-01\\n-5.43494560e-02 -2.47605875e-01 -1.26799166e-01 -2.36014664e-01\\n-1.87159881e-01 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fluency',\n", + " '[\"Research\", \"Willingness To Learn\"]',\n", + " '[\"C++ (Programming Language)\", \"High Performance Computing\", \"Graphics Processing Unit (GPU)\", \"Programming (Music)\", \"Algorithms\", \"Production Code\", \"Machine Learning Algorithms\", \"Optics\", \"Computer Science\", \"Machine Learning\", \"Open Control Architecture\", \"Profiling (Computer Programming)\", \"Software Engineering\", \"Mobility\"]',\n", + " \"['English', 'Oromo', 'Akan']\"],\n", + " ['47',\n", + " 'ibm db2 database administrator',\n", + " 'Zürich',\n", + " 'Staffing & Outsourcing',\n", + " 'www.experis.com',\n", + " '[[-1.33371219e-01 2.05799371e-01 4.27507818e-01 -8.84635597e-02\\n4.37172949e-01 -3.16156307e-03 -3.06391846e-02 5.13258874e-01\\n-2.95675732e-02 -3.94192606e-01 -2.01171979e-01 -2.67313808e-01\\n1.37568980e-01 1.12885877e-01 1.31004639e-02 3.83273035e-01\\n1.72422290e-01 1.65948167e-01 -1.06670171e-01 2.37314016e-01\\n2.23816603e-01 -1.18073300e-01 2.15529710e-01 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-5.65489605e-02]]',\n", + " 'IBM DB2 Database AdministratorExperis is the global leader in professional resourcing and project-based workforce solutions. Our suite services range from interim and permanent to managed services and consulting, enabling businesses and candidates to achieve their goals. We accelerate organisational growth by attracting, assessing and placing specialised professional talents.On behalf of our client, a global pharmaceutical company, we are looking for an IBM DB2 Database Administrator, who is eager to join an international and dynamic team in Zurich, Switzerland. Duration: 6-8 weeks Start date: ASAPLocation: Zurich, Switzerland Languages: Fluency in English. German and any other languages are considered an asset. Responsibilities: Set-up of UAT Big Data Environment (DB2 / Attunity / HortonWorks) with the help of the Data ArchitectWriting of installation guidelines and operating guidelines for the set-up componentsReproduction of the installation for the production environmentTransfer of knowledge to the client Required Skills & Experience: Senior experience level Are you interested in this opportunity? Kindly send us your CV today via the link in the advert. Should you have any questions, please contact Nina-Beatriz Schröter on: +41 44 229 99 38.If this position is not a perfect fit for you, you may still reach out to us, as we have hundreds of open positions across Switzerland at Experis IT.To view more jobs in Zurich, please visit: https://www.experis.ch/it-jobs-zurich',\n", + " '[\"Consulting\", \"Operations\", \"Positivity\", \"Professionalism\"]',\n", + " '[\"Pharmaceuticals\", \"Attunity\", \"Database Administration\", \"Resourcing\", \"Installation\", \"Project-Based Solutions\", \"Library For WWW In Perl\", \"Big Data\", \"IBM DB2\", \"Levelling\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"Managed Services\", \"DB2 SQL\"]',\n", + " \"['English', 'Maori', 'Marathi', 'Pali', 'Flemish']\"],\n", + " ['115',\n", + " 'backend software engineer for iptiq emea p&c',\n", + " 'Zürich',\n", + " 'Insurance Agencies & Brokerages',\n", + " 'www.swissre.com',\n", + " '[[-1.51607335e-01 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iptiQ EMEA Property & Casualty is a newly built unit within Swiss Re Life Capital, established to deliver digital-native and creative solutions for Property & Casualty (P&C) clients and partners across Europe that engage with consumers in non-traditional ways. About the role As a Backend Software Engineer you will have an unusual and great opportunity to join us: a diverse and motivated team, committed to delivering value and creative services together with our clients and partners in the primary insurance space. Responsibilities You will work closely in multi-functional teams to shape the technology platform that fulfill our business and product vision and ultimately bring value to our customers and partners by disrupting the traditional insurance proposition. This will require seeking complex problems within a high-traffic distributed infrastructure by designing, implementing and testing simple, scalable and reliable solutions. This will include: Design and implement new features and/or components within our platform and develop prototypes quickly to allow an iterative approach Deliver high-quality code, focusing on simplicity, performance, maintainability and scalability End-to-end responsibility on the applications implemented, including monitoring, identifying issues or bottlenecks and delivering improvements of the platform Optimise applications and components to maximize speed and efficiency, ease of development of new features and the ability to scale business processes Create common libraries and frameworks demonstrated across the platform to streamline development of complex applications About the team We put the consumers' needs at the center of what we do, seek to become a digital champion and believe in data based learning. We use the Swiss Re network to access state of the art technologies and capabilities, combine it with local expertise and an innovative mind-set, constantly questioning current ways of offering insurance. Our aim is to drive the digitalization of the P&C insurance business in Europe, combining insurance know-how and e-commerce competencies, as well as the dynamic spirit of a start-up with the backing of Swiss Re. Do you enjoy thinking ahead and identifying new opportunities or anticipate future challenges? Do you like driving complex, multi-functional projects in an agile way? Do you enjoy pushing borders and have a passion for the latest technologies? About you Proven software development capabilities (5+ years hands-on experience) in any modern language (Java/Kotlin/Scala/C++/C#/Go/Python…) ***we are working in Java environment*** Experience with high-traffic micro services architectures and best practices around designing, scaling and monitoring concurrent systems (using different technologies and preferably RESTful APIs and message passing protocols) You carefully evaluate design trade-offs and strive for simple, elegant, algorithmically efficient solutions Your code is easy to read, test and re-use and you constantly improve quality overtime You understand performance metrics, how to collect and use them to continuously improve performance, scalability and efficiency Experience designing data-models for relational and NoSQL data stores Great team player: you collaborate effectively with team members, express technical leadership supporting your views and ideas while keeping open to different opinions, being fearless and always supplying to the overall growth of the team Continuous learner who stays up-to-date with the latest trends and carefully vet with proper pragmatism and long term vision the adoption of new technologies Master’s or PhD degree in computer science, engineering or equivalent working experience Ability to speak and write English fluently We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, or disability status.
Swiss Re\",\n", + " '[\"Complex Problem Solving\", \"Leadership\", \"Collaboration\", \"Infrastructure\", \"Team Motivation\", \"Reliability\", \"Innovation\", \"Creativity\", \"Written English\"]',\n", + " '[\"Disabilities\", \"Performance Improvement\", \"NoSQL\", \"Accessioning\", \"Agility\", \"Capitalization\", \"Computer Science\", \"Collections\", \"Data Modeling\", \"Consumables\", \"Service-Oriented Architecture\", \"Good Agricultural Practices\", \"Scholastic READ 180\", \"Scale (Map)\", \"Activity-Based Learning\", \"Streamlines\", \"C++ (Programming Language)\", \"Scala (Programming Language)\", \"Python (Programming Language)\", \"Prototyping\", \"Maintainability\", \"Library\", \"Iterators\", \"Micro Channel Architecture\", \"Message Passing\", \"Concurrent Versions System (Software)\", \"E-Commerce\", \"Business Process\", \"Equalization\", \"C# (Programming Language)\", \"Digitization\", \"Performance Metric\", \"Scalability\", \"Java Runtime Environment\", \"Experience Design\", \"Software Development\", \"Centering\", \"Operational Data Store\", \"Coloring\", \"Quality Improvement\", \"Kotlin\", \"Adoptions\", \"RESTful API\", \"Java Scripting Languages\"]',\n", + " \"['English', 'Basque', 'Gujarati']\"],\n", + " ['9',\n", + " 'software engineer frontend (m/w)',\n", + " 'Switzerland',\n", + " '',\n", + " '',\n", + " '[[-3.29411924e-01 3.69570881e-01 4.05117869e-01 -9.23201814e-02\\n4.00253803e-01 -1.96479231e-01 -3.31471823e-02 4.53161091e-01\\n-8.15106258e-02 -3.87246817e-01 -8.96338522e-02 -2.40364134e-01\\n-1.78286508e-01 5.12044504e-02 1.76763207e-01 3.77947927e-01\\n3.02914709e-01 1.31900102e-01 -2.00987652e-01 3.42699260e-01\\n7.53284618e-02 -8.97139087e-02 -2.94442456e-02 7.02488601e-01\\n3.25351417e-01 1.07417889e-02 -3.31698805e-02 -8.29202756e-02\\n-2.61225253e-01 -2.32835680e-01 3.87040228e-01 1.65966637e-02\\n-9.27388221e-02 -3.60517710e-01 8.05779919e-02 7.85665810e-02\\n-1.49701387e-01 1.11210449e-02 -2.71107778e-02 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We design and implement cluster systems, comprehensive virtualization solutions, enterprise hosting and cloud systems as well as complex LDAP solutions for centralized administration and authentication. We offer an unprecedented environment with a team of absolute open source professionals. We also promote community work and actively support the Open Source movement. Your responsibilities: Implementation of customer-specific solutions based on EmberJS, HTML, CSS Collaboration on the development of concepts and requirement specifications Support in customer meetings, assistance in the supervision of existing and new projects Participation in the planning and implementation of the realization Your qualifications: For this job you have knowledge in using well-known Open Source products and Linux/Unix as a working tool. In addition, you shine with us with the following characteristics: Very high degree of independence Profound knowledge of all web technologies (Javascript, HTML, CSS, REST, etc.) Experience in the development of OOP solutions, knowledge of functional programming desired Knowledge of the entire web application stack (Javascript, HTML, CSS; protocols, SQL databases) Security Know-how (SQL Injection, XSS, …) Know-how in User Interaction and User Experience Design Willingness to take on responsibility Familiarity with other programming languages and environments such as C++, Go or Rust are advantageous What we offer: We offer you a working environment with flexible employment conditions and a relaxed working environment with exceptionally talented employees. Short decision-making paths and the opportunity to take on responsibility quickly characterise our company and are an integral part of our philosophy. It is also important to us to make our contribution to Open Source – therefore we contribute to the Open Source movement at various levels, be it through financial support, sponsoring or participation in development. You interested? Then please send your application documents and the next possible starting date by email to Thomas Köchli. We look forward to getting to know you!',\n", + " '[\"Professionalism\", \"Collaboration\", \"Planning\", \"Supervision\", \"Communications\", \"Integration\", \"Decision Making\"]',\n", + " '[\"Web Applications\", \"Tooling\", \"KM Programming Language\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Virtualization\", \"Clustered File Systems\", \"C++ (Programming Language)\", \"Requirements Specifications\", \"Authentications\", \"SQL Injection\", \"Activism\", \"Linux\", \"Levelling\", \"Systems Integration\", \"Cloud Platform System\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"Hosting\", \"Database Security\", \"Open Source Technology\", \"Project-Based Solutions\", \"Ldap Client\", \"JavaScript (Programming Language)\", \"User Experience Design (UX)\", \"Functional Programming\", \"Experience Design\", \"Additives\", \"Rust (Programming Language)\", \"User Experience\", \"Unix\", \"SQL (Programming Language)\", \"Object-Oriented Programming (OOP)\"]',\n", + " \"['English']\"],\n", + " ['145',\n", + " 'cloud bi and data warehouse specialist',\n", + " 'Switzerland',\n", + " '',\n", + " '',\n", + " '[[-2.94456601e-01 2.48325408e-01 4.84606385e-01 1.44675300e-01\\n6.30575418e-01 -9.66933519e-02 -7.38720000e-02 1.34106100e-01\\n-4.31993529e-02 -3.80754590e-01 -1.57507971e-01 -1.78477168e-01\\n-3.20349187e-02 5.63224629e-02 9.40698311e-02 3.59987199e-01\\n2.89046407e-01 7.13369474e-02 -5.23303300e-02 2.69134611e-01\\n-1.37218833e-02 -1.50290489e-01 -5.17377481e-02 6.82634473e-01\\n3.94660652e-01 -1.12333372e-02 -4.08147909e-02 3.39767449e-02\\n-2.30431169e-01 -2.32317239e-01 4.26721752e-01 9.46487859e-03\\n-2.21591294e-01 -3.54394317e-01 7.06284419e-02 1.38953894e-01\\n-2.79211313e-01 -6.63644224e-02 -1.56360179e-01 5.59348091e-02\\n-4.64337826e-01 -1.28819913e-01 9.90000293e-02 -1.74332224e-02\\n-3.15286309e-01 -3.27180266e-01 9.41369496e-03 -1.38765678e-01\\n-3.30512822e-02 4.59450670e-02 -4.97947127e-01 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For you to thrive in this environment; you should be dynamic, willing to collaborate with our clients and provide solutions based on the understanding of customer needs. We are looking to fill this position urgently and this position is only open to Swiss and EU citizens or with a valid work permit. Our requirement is for a Cloud Business Intelligence and Data Warehouse Expert with strong analytical and problem-solving skills, along with interpersonal skills to work across the organization and with external partners to drive forward projects and recommendations. Regional travel maybe required for this position. Responsibilities: Ability to provide innovative, performance ready and integrated cloud based BI technical solutions for business problems Understand business requirements and owning technical design and solution and migrating traditional BI setups to the cloud (such as Azure) Responsible for various project requirements, from high level business requirements to detailed functional and non-functional specifications. The individual will also be assisting in mock-up / design of solution, and managing the requirements for any changes and conflicting prioritization The individual will have to serve as the Lead Designer of all ETL activities for projects and work closely with project Business Analyst and Data Modeler to ensure that the end to end designs meet the business and data requirements Coordinating with teams across different functions/platforms and streams for multiple projects Own the roadmap to deliver scalable and robust data infrastructure and BI capabilities across all operations Maintain a strong understanding of evolving data warehouse and provide technical guidance across all operations Mandatory Qualifications and Skills: Master's degree in Computer Science or Information Science, or related field 5+ years’ experience in a data architecture role as leading senior technical staff in demanding customer contexts 5+ years in the areas of Data Quality, Data Governance, data integration (ETL, ELT) and Data Security Experience with Enterprise workload migration to one or more Cloud platforms Experience with Azure, Azure SQL Data Warehouse, BI tools on Azure Advanced knowledge of data architecture principles, methods, and techniques Demonstrated awareness of new systems technologies and how they could be leveraged to benefit customers and new business strategies Experience with BI concepts (i.e metadata and master data management, data standardization, data pipeline, and integration of data silos) and data warehousing methodologies (i.e dimension models, data marts, and normalized repositories) Expert knowledge of OLAP, modeling tools (such as Erwin and/or Rational Rose), business intelligence tools and ETL tools (Informatica, Data Stage, Data Manager, SSIS, or other) Excellent Data Profiling abilities Good knowledge in Reporting tools Expert knowledge of SQL and related query and procedure languages Experience in managing data warehouse project and lifecycle initiatives Strong verbal & written communication skills in English Excellent interpersonal and presentation skills with a proven ability to effectively communicate in both written and verbal formats across various levels of management and peer Able to work with divergent and virtual team with a proven ability to influence Ability to work with resources across the region Action orientated with ability to work quickly and efficiently in a fast-paced environment Possess the qualities, business acumen and discipline to ensure business and systems architecture alignment Preferred Skills: Subject matter expertise in Financial Services Experience with Big Data and NoSQL technologies\",\n", + " '[\"Collaboration\", \"Coordinating\", \"Management\", \"Problem Solving\", \"Communications\", \"Operations\", \"Working Quickly\", \"Virtual Teams\", \"Business Acumen\", \"Integration\", \"Presentations\", \"Innovation\", \"Prioritization\", \"Positivity\", \"Written Communication\", \"Action Oriented\"]',\n", + " '[\"Data Architecture\", \"Data Warehouse Systems\", \"Tooling\", \"NoSQL\", \"Micro Systems Technologies\", \"Business Intelligence Tools\", \"Computer Science\", \"Analytics\", \"Metadata\", \"Data Security\", \"Azure Data Factory\", \"Data Management\", \"Staging\", \"Business Strategies\", \"Data Integration\", \"Financial Services\", \"Data Warehousing\", \"Activism\", \"Apex Data Loader\", \"Maintainability\", \"E (Programming Language)\", \"Azure Web Apps\", \"Systems Architecture\", \"Data Governance\", \"Cloud Platform System\", \"Data Mart\", \"Extract Transform Load (ETL)\", \"Functional Specification\", \"Data Warehouse Appliance\", \"Toad Data Modeler\", \"Business Intelligence\", \"Mock Ups\", \"Patentable Subject Matter\", \"Business Requirements\", \"Information Sciences\", \"SQL Server Integration Services (SSIS)\", \"Front End Design\", \"Logical Data Models\", \"Personalization\", \"Scalability\", \"Big Data\", \"High-Level Architecture\", \"Clinical Data Warehouse\", \"Clinical Data Management\", \"Data Infrastructure\", \"Technical Solution Design\", \"Erwin (Data Modeling Software)\", \"Dimensioning\", \"Language Experience Approach\", \"Resourcing\", \"Amazon Data Pipeline\", \"Informatica\", \"SQL (Programming Language)\", \"Profiling (Computer Programming)\", \"Reporting Tools\"]',\n", + " \"['English', 'Moldavian']\"],\n", + " ['86',\n", + " 'full stack web application engineer',\n", + " 'Zürich',\n", + " 'Security Services',\n", + " 'www.open-systems.com',\n", + " '[[-3.17957133e-01 3.46389115e-01 3.89491558e-01 -3.21595445e-02\\n5.47099888e-01 -2.52057105e-01 1.19775601e-01 4.27356750e-01\\n-2.69577876e-02 -4.45008129e-01 -1.14103749e-01 -2.02499047e-01\\n-8.60764459e-02 6.90063164e-02 1.94518670e-01 3.55485588e-01\\n3.41190726e-01 1.12909868e-01 -1.41569227e-01 4.89856005e-01\\n4.27033752e-02 -1.30995095e-01 4.85031717e-02 7.52265155e-01\\n4.26227689e-01 -3.18181980e-03 -8.98265168e-02 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our team of web application developers and face the challenge of making IT security visible, understandable, and beautiful. As a Web Application Engineer, you will extend and improve the Mission Control Portal and thus help our customers to better manage and understand their global network security setups. Together with service engineers, UI designers, and product owners you discuss, shape, specify, and implement solutions that emphasise the value of strong IT security services, ease the operation of thousands of devices deployed across the planet, and provide intelligent insights into security-relevant data and processes. As part of the Mission Control team, you share operational duties with your colleagues. We expect you to bring the following skills to the table: ETH, university, or FH degree in Computer Science Experience in web application development on the client side (JavaScript, CSS3, HTML5, React) and the server side (Java, Spring) Familiarity with SQL and relational databases Basic knowledge of build and deployment environments (Atlassian Bamboo, Maven, Tomcat) Fluent in English and preferably German Furthermore, we expect basic knowledge and a high motivation to participate a coached training program in these areas: Knowledge of Linux operating systems Understanding networking in general and the major internet protocols Knowledge of network security concepts and practices You will join one of our small development teams that works with agile methods. The team will rely on you to focus on its goals and efforts as a team player while being able to work independently. At Open Systems we are passionate about what we do. We work in an environment in which innovative solutions, rapid development times, creativity and open communication are practiced and continuously fostered. The pursuit of technical advancement is at the center of our attention. You will be based at our office in Zurich (CH) and will get the opportunity to work out of our office in Redwood City (US) for a few months. We look forward to receiving your complete online application (letter of motivation, CV, diplomas/reference letters/transcript of records. Compress your application into two attachments). For further questions and inquiries about applications, please feel free to contact Helena Grimm at +41 58 100 10 10.',\n", + " '[\"Management\", \"Communications\", \"Operations\", \"Innovation\", \"Creativity\"]',\n", + " '[\"Application Development\", \"Web Applications\", \"Agility\", \"Computer Science\", \"Compression\", \"Internet Protocols\", \"Atlassian Bamboo\", \"European Training Programs\", \"Rapid Application Development\", \"Linux\", \"HTML5\", \"Server-Side\", \"React.js\", \"Operating Systems\", \"Apache Maven\", \"JavaScript (Programming Language)\", \"Network Security\", \"Small Business Development\", \"Receivables\", \"Relational Databases\", \"Centering\", \"Network Security Services\", \"Java (Programming Language)\", \"Inquiry\", \"SQL (Programming Language)\", \"Web Application Development\", \"Apache Tomcat\", \"Controllability\", \"Open Systems SnapVault\"]',\n", + " \"['English']\"],\n", + " ['108',\n", + " 'business analyst - application support 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Are you looking for you next challenging position? This opportunity is for you! Your challenges You manage new applications and new functionalities in a manufacturing environment. You are in charge of lifecycle and support in manufacturing and application Level 2. Your skills Experience in a validated environment At least 3-4 years' experience Experience in application development lifecycle (supply chain) ITSM mandatory GxP systems and computer validation system Medical device Labelling systems a plus French and English mandatory Your horizons Do you think you have what it takes to face this challenge ? Don't hesitate to contact me on +41 58 233 27 08 or apply directly on this advert. About Spring Professional Advance your career, find a job that you love or discover a new opportunity for professional growth – we believe in these goals and work every day to help you achieve them. Spring Professional is a subsidiary of The Adecco Group specialising in temporary and permanent placement of qualified professionals. Find out what we can do for you. Apply for this job, or for one of over 500 other vacancies at SpringProfessional.ch Your contact Madame Joanna Fumey, Recruitment Trainee, looks forward to answer your questions by phone +41 58 233 2706. You can apply directly online.\",\n", + " '[\"Positivity\", \"Management\", \"Professionalism\"]',\n", + " '[\"Application Development\", \"Validations\", \"Business Computer Systems\", \"Medical Devices\", \"Computerized System Validation\", \"Supply Chain\", \"Customer Support Analyst\", \"Application-Level Gateway\"]',\n", + " \"['English', 'Hiri Motu', 'Norwegian']\"],\n", + " ['81',\n", + " 'software engineer (front end)',\n", + " 'Lausanne',\n", + " 'Enterprise Software & Network Solutions',\n", + " 'www.nexthink.com',\n", + " '[[-2.18650475e-01 3.10543031e-01 5.08035719e-01 3.03931441e-03\\n4.21418309e-01 -2.14236557e-01 2.91899424e-02 2.95808613e-01\\n5.73431440e-02 -5.24873555e-01 -9.40842833e-03 -2.48995304e-01\\n9.99815203e-03 1.91425860e-01 -7.16918334e-03 3.98366034e-01\\n4.54603791e-01 3.92952859e-02 -1.19716473e-01 3.06733519e-01\\n5.08440584e-02 -9.71822217e-02 7.24048764e-02 6.85338199e-01\\n3.53578418e-01 2.81452313e-02 -7.67235905e-02 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Senior Software Engineer with strong front-end programming skills and with test automation capabilities to play a major role in the company. The candidate should be heavily motivated by the product and experienced in Software development and testing. The position entails a high level of responsibility within the R&D team. Your contribution will have a significant impact on the satisfaction of hundreds of our happy customers. As a Senior Software engineer at Nexthink, your duty is to ensure that the software we deliver fulfil the product requirements by collaborating with our product experts. You will participate in all stages of software development: design, implementation, validation, maintenance and will collaborate with our experts and with the different teams. If you are highly motivated and result driven, you have a high sense of product ownership, constantly learning and enhancing your skills, you are open to feedback and you like being accountable and work within a team, then, do not hesitate to apply. Your main responsibilities will include: Design, implement and validate solutions for new features in our different frontendsMaintain the highest code quality standards by using different metrics and by helping the team to improve its best practices in developmentPut in place the necessary front-end test automation to achieve excellent software qualityHelp us bring high decoupling of the different front components Make sure that web and mobile technological trends are assessed and followedWork with the agile iterative/incremental mindset and best practices and participate actively to the different ceremonialsDocument the solutions and architecture according to our standardsSeniority level: Mid-Senior LevelFunction: Engineering Qualifications 5+ years of experience in Software Engineering with proven front-end expertiseB.S. or Master in Computer Science (or equivalent) Very strong technical background, with clear focus on web technologies. Knowledge of mobile technologies is a plusStrong programming skills and ability to code in JavaScript, TypeScript. Java and Scala highly valuedTeamwork and collaboration is part of your DNA Good leadership and soft skillset (e.g. proactivity, pragmatism, open-minded, excellent communication skills, )Experience with libraries and frameworks. React is a big plus. Others like Angular, jQuery, Ember will be valuedMastery of CSS and design is a big plusExperience with micro-services, containers, API gateway, REST is a plusExperience in an agile environment is a mustStrong motivation for complex challenges and learning new technologiesFluent in English (spoken and written), French is a plus Additional InformationThis is an exceptional opportunity to join a fast-growing, successful and innovative company. Nexthink allows you to thrive in a unique work environment where the emphasis is on excellence, innovation, openness and collaboration.',\n", + " '[\"Verbal Communication Skills\", \"Leadership\", \"Collaboration\", \"Proactivity\", \"Accountability\", \"Innovation\"]',\n", + " '[\"Agility\", \"Programming (Music)\", \"Cascading Style Sheets (CSS)\", \"Computer Science\", \"Good Agricultural Practices\", \"Staging\", \"TypeScript\", \"Scala (Programming Language)\", \"Activism\", \"E (Programming Language)\", \"Test Automation\", \"Levelling\", \"Library\", \"Iterators\", \"Hostile Work Environment\", \"Software Engineering\", \"Mobility\", \"React.js\", \"Senior TeleCommunications Engineer\", \"JQuery\", \"JavaScript (Programming Language)\", \"Decoupling\", \"API Gateway\", \"Validations\", \"Front End (Software Engineering)\", \"Angular (Web Framework)\", \"Software Development\", \"Additives\", \"Java (Programming Language)\", \"Product Requirements\"]',\n", + " \"['English', 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You will develop software under different operating systems using provided Application Programming Interfaces (APIs). In dynamic, multicultural environment of our company, you will be part of a team working on projects in the area of Telecommunications, Wireless, Networked Entertainment and Multimedia. In cooperation with leading European companies, you will be developing cutting-edge technology products. Exciting, challenging tasks are waiting for you! As a successful candidate for this position you must be able to demonstrate the following qualifications: 2+ years of experience in software development Strong knowledge of object-oriented (OO) design principles Extensive programming experience in C++ and multi-threading environments Basic computer engineering knowledge (processor and memory organization, stack, calling conventions, interrupt handling, etc.) Good written and verbal communication skills in English Good analytical and problem-solving skills Any of the following qualifications will be a plus: Experience with real-time operating systems (RTOS) and Linux Software design and development process using UML Understanding of embedded software development principles Hands-on experience with hardware debuggers and device-level programming Practical knowledge of MS VS, GCC, STL, Perl, CVS/Subversion, ADS (RealView), Socket API Familiarity with the ARM architecture and assembler Software analysis, review and re-factoring skills We offer: Exciting carrier and professional opportunities in a dynamically developing company with Swiss quality standards and stability Enjoyable working atmosphere in our engineering offices, conveniently located in 5-minute walking distance from Zug railway station. If you are interested in this position, please, send your resume at jobs@epscom.net We are looking forward to your application!',\n", + " '[\"Verbal Communication Skills\", \"Cooperation\", \"Professionalism\", \"Problem Solving\", \"Positivity\"]',\n", + " '[\"KM Programming Language\", \"Programming (Music)\", \"UML Tool\", \"Analytics\", \"Perl (Programming Language)\", \"C++ (Programming Language)\", \"Linux\", \"Agile Edge Technologies\", \"Process Driven Development\", \"Software Engineering\", \"ARM Architecture\", \"Operating Systems\", \"Multimedia\", \"AD Model Builder (ADMB)\", \"Standard Template Library (STL)\", \"Object-Oriented Design\", \"Wireless Telecommunications\", \"Software Design\", \"Computer Engineering\", \"Wireless Networks\", \"Software Development\", \"Software Business Analysis\", \"Application Programming Interface (API)\", \"Embedded Software\", \"Apache Subversion\", \"Real-Time Operating Systems\", \"Interrupt Handling\", \"Threading (Manufacturing)\"]',\n", + " \"['English', 'Maltes', 'Luxembourgish']\"],\n", + " ['84',\n", + " 'software engineer - .net developer w/m',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-3.01657408e-01 2.30316505e-01 5.26042521e-01 -8.72600079e-02\\n4.53993380e-01 -1.98693052e-01 -4.32159677e-02 4.65722531e-01\\n-1.48710459e-01 -3.88769388e-01 -1.91301897e-01 -3.22442859e-01\\n-7.62060061e-02 1.10869899e-01 2.56091684e-01 3.47763777e-01\\n3.33220124e-01 1.18078180e-01 -2.80989975e-01 2.60545522e-01\\n1.94182679e-01 2.88035795e-02 8.21112022e-02 7.07120717e-01\\n3.54223788e-01 4.11188267e-02 -8.30323398e-02 -8.85845050e-02\\n-2.78669566e-01 -2.18544230e-01 3.54387879e-01 -1.13285892e-01\\n9.43706837e-03 -3.22178423e-01 3.10933106e-02 2.85002198e-02\\n-1.44600525e-01 -4.73411791e-02 5.77373095e-02 7.23253414e-02\\n-5.18574059e-01 -2.85762548e-01 9.77040604e-02 1.04219258e-01\\n-1.26700684e-01 -2.94646025e-01 1.31777346e-01 5.10048755e-02\\n-7.62825226e-03 1.76417325e-02 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In Switzerland, our client employs more than 200 consultants and aims towards large growth. We operate particularly in Life Sciences (Pharma, Biotech, and Medical Devices), Industry (Watches, MEMs), Aerospace, Automotive, Energy, Railways, Finance and Telecoms sectors. Our client deploys activities throughout Switzerland with premises in Zürich, Basel, Lausanne and Geneva. Ihr Aufgabenbereich Detailed requirements analysis, designing, and developing code. Architecture discussion. Coding, testing, debugging, and documenting programs. Revising and updating programs. Integration and deployment scripts. Participating in production support including investigation and fixing bugs. Ihr Profil Education level: Master or Engineering Degree in Software Engineering (EPFL, ETH, HES or equivalent). Requirements: Minimum 7 years of experience in .NET development. Minimum of 4 years of relevant experience with WPF. Proven experience in UI web technologies: HTML, CSS, Javascript. Professional use of programming languages: .NET / C#, ASP.NET, Web Services (WCF), MVC patterns and Web API. Experience with traditional RDBMS databases, such as SQL Server, Oracle SQL, NoSQL. Extensive experience with a common application server (JBoss, IBM Websphere or BEA Weblogic). Microsoft Prism/ MVVM and unity/ IOC grandly appreciated. Experience with Big Data (Hadoop, Teradata) is a plus. Any experience in mobile development (Android, iOS, Xamarin) is a plus. Ability to work with Agile Methodology (Scrum, XP, TFS etc…) Key qualities: You know how to take initiative You like to work in a multidisciplinary team You value knowledge-sharing You must have strong verbal and writing communication capabilities. Ihre Chance Our client offers an exciting tailored career path for your professional and personal development within an international company. You will be accompanied from the beginning with specific coaching and mentoring programs and intensive training on innovation and management in a fast-moving and results driven environment. Interested? Please do not hesitate to find out more about this unique opportunity and send your complete application file to jobs@oneagency.ch. Ort: Zürich Spezialisierung:Sprachen: Job ID: 384',\n", + " '[\"Professionalism\", \"Investigation\", \"Management\", \"Operations\", \"Integration\", \"Innovation\", \"Written Communication\", \"Consulting\"]',\n", + " '[\"Code Testing\", \"NoSQL\", \"ASP.NET\", \"KM Programming Language\", \"Micro Electro-Mechanical Systems (MEMS)\", \"Cascading Style Sheets (CSS)\", \"Life Sciences\", \"Industrialization\", \"IBM WebSphere MQ\", \"Xamarin.ios\", \"Activism\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"High Tech Manufacturing\", \"Scrum (Software Development)\", \"Application Servers\", \"Levelling\", \"HyperText Markup Language (HTML)\", \"Software Engineering\", \"Web Services\", \"Medical Devices\", \"Agile Methodology\", \"Finance\", \"Mobile Application Development\", \"Wcf 4\", \"C# (Programming Language)\", \"Pathing\", \"JavaScript (Programming Language)\", \"Production Support\", \"Revisions\", \"Big Data\", \"Android Software Development\", \"SQL Server Reporting Services\", \"Requirements Analysis\", \"Scripting\", \"Prism\", \"Personality Development\", \"Web UI\", \"Application Programming Interface (API)\", \"Debugging\"]',\n", + " \"['English', 'Kongo', 'Mongolian', 'Arabic']\"],\n", + " ['118',\n", + " 'software engineer java/angular',\n", + " 'Bern',\n", + " 'IT Services',\n", + " 'www.swisscom.ch',\n", + " '[[-4.16965753e-01 1.30104199e-01 4.12405014e-01 6.62759691e-02\\n5.24131119e-01 -1.54747233e-01 -1.10941164e-01 3.15400183e-01\\n5.01498487e-03 -4.59576726e-01 -7.31892511e-02 -2.16326535e-01\\n-7.85968266e-03 6.35129139e-02 2.68234499e-02 2.81249076e-01\\n2.22770005e-01 1.49195611e-01 -5.70747331e-02 2.98343271e-01\\n2.94750719e-03 6.12106640e-04 4.79604304e-02 6.42730057e-01\\n2.36743227e-01 -2.35249307e-02 -1.09836005e-03 1.31894052e-01\\n-2.80982643e-01 -2.08444446e-01 3.20984006e-01 8.68297070e-02\\n-2.55135387e-01 -2.73158967e-01 1.95114147e-02 4.28909529e-03\\n-1.55160323e-01 -1.11353546e-01 -1.64435342e-01 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Our partners and cloud platforms can integrate these into their customer dashboards. This enables customer-specific configuration of the network on demand. You develop backend functions in Java for the orchestration tools and attractive user interfaces in Angular7 for our customers. To implement the requirements of different areas, you always find the technically and economically optimal solution. Degree (ETH/Uni/UAS) in computer science Several years of experience in Java and Spring development (DevOps environment) Good knowledge of web technologies (e.g. Angular7) as well as software architecture and design Know-how in CI/CD and business process modelling, practical experience in developing microservice-oriented software for database systems Several years of experience in developing network orchestration tools is a plus Solution-oriented, assertive, communicative Good German and English',\n", + " '[\"Assertiveness\", \"Communications\", \"Integration\"]',\n", + " '[\"Tooling\", \"Computer Science\", \"E (Programming Language)\", \"Cloud Platform System\", \"Process Modeling\", \"Microservices\", \"Dashboard\", \"Data Centers\", \"Business Process Modeling\", \"Business Process\", \"Software Architecture\", \"Develop Networks\", \"Database Systems\", \"Unmanned Aerial Systems (UAS)\", \"Economics\", \"Java (Programming Language)\", \"User Interface\", \"Custom Backend\", \"DevOps\"]',\n", + " \"['English', 'Shona', 'Sango', 'Gaelic', 'Nauru']\"],\n", + " ['57',\n", + " 'clinical database developer',\n", + " 'Switzerland',\n", + " '',\n", + " '',\n", + " '[[-1.68560281e-01 4.86681968e-01 3.66085529e-01 -2.04478484e-02\\n5.87187111e-01 -2.46527672e-01 -7.28633627e-02 1.55251235e-01\\n-6.58313408e-02 -1.05748273e-01 -2.22682968e-01 -7.55839944e-02\\n9.79829952e-02 1.45604283e-01 1.98571354e-01 4.86466646e-01\\n3.86392385e-01 2.18806863e-02 8.20364133e-02 2.05639333e-01\\n7.26672113e-02 -1.83295324e-01 3.67924459e-02 5.90038359e-01\\n2.74913996e-01 1.06455155e-01 -4.58606444e-02 1.08608514e-01\\n-3.13255429e-01 -3.32061917e-01 4.52678949e-01 -2.18480621e-02\\n-1.81287169e-01 -7.24749416e-02 1.65782809e-01 1.79669544e-01\\n-3.06512296e-01 7.02212229e-02 -1.79152682e-01 8.37668628e-02\\n-4.49693114e-01 -1.81056499e-01 -1.29891872e-01 1.03442214e-01\\n-3.11710626e-01 -3.38022560e-01 1.37747362e-01 -1.88123688e-01\\n8.23829398e-02 1.06810212e-01 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-6.24122545e-02\\n-3.26482773e-01 6.26728963e-03 5.40157378e-01 3.63774359e-01\\n-2.12363480e-03 -1.05618583e-02 -2.70550579e-01 1.97846144e-01\\n-1.16404658e-02 3.94765288e-01 -2.77920783e-01 -1.33807555e-01\\n-4.02474254e-01 3.50736082e-01 -2.11011041e-02 2.46636823e-01\\n-5.01717515e-02 3.80953997e-01 4.14801799e-02 2.18504056e-01\\n2.64451206e-01 -1.68413222e-01 -3.08688372e-01 -4.05884296e-01\\n-1.59014151e-01 -8.22703466e-02 2.47341916e-01 -1.15853280e-01\\n1.46781072e-01 -4.42090958e-01 -1.57109857e-01 -2.94182420e-01\\n-1.51223332e-01 -3.54026049e-01 -2.04641327e-01 1.63526177e-01]]',\n", + " 'We are looking for a Clinical Database Developer who will provide Clinical Data Management support to the Clinical Research Department in all phases of projects related to clinical development programs. Key Responsibilities: Databases setup, testing and maintenance Data system compliance by following guidelines of international regulatory authorities and internal policies Specifications related to data management: data transfers, Data Management Plan (DMP) Data Validation Plan (DVP), internal tools Implementation of edit checks Execution of User Acceptance Tests (UAT) for electronic case report forms (eCRF) and edit checks Review of external data specifications Data transfers with other functions and CRO Design and development of data management tools Development and maintenance of procedures and working instructions necessary to support clinical data management conforming to the function quality standards and regulation in the clinical environment. Education / Qualifications: At least two years of clinical database development experience is required, gained in the pharmaceutical industry, CRO or Life science related industry Some experience working with Oracle and clinical database applications is required Knowledge of SQL, PL-SQL, SAS, VBA, Excel, Access and CDISC Understanding of the research environment and good knowledge of global regulatory requirements such as ICH GCP and CFR 21 part 11 Ability to prioritize multiple tasks and manage time efficiently Detail-oriented with excellent organizational and communication skills Fluency in English is required (oral and written). ',\n", + " '[\"Verbal Communication Skills\", \"Research\", \"Editing\", \"Planning\", \"Time Management\", \"Detail Oriented\", \"Prioritization\"]',\n", + " '[\"PL/SQL\", \"Database Application\", \"Tooling\", \"Accessioning\", \"Clinical Decision Support\", \"Data Validation\", \"Life Sciences\", \"Data Management\", \"SAS (Software)\", \"Regulatory Requirements\", \"Pre-Clinical Development\", \"Database Development\", \"Quality Function Deployment (QFD)\", \"Industrialization\", \"Case Report Forms\", \"External Data Representation\", \"PHP Development Tools\", \"Executable\", \"Data Definition Specification\", \"Professional Development Programs\", \"Data Management Plan\", \"Electronics\", \"Clinical Research\", \"Acceptance Test Procedures\", \"Clinical Data Management\", \"Pharmaceuticals\", \"Instructing\", \"Industrial Relations\", \"Google Cloud Platform (GCP)\", \"Data Transfer Object\", \"Title 47 CFR Part 15\", \"Integrated Maintenance Data System\"]',\n", + " \"['English', 'Ukrainian', 'Tswana']\"],\n", + " ['111',\n", + " 'sr data scientist',\n", + " 'Zürich',\n", + " 'Beauty & Personal Accessories Shops',\n", + " 'www.swarovskigroup.com',\n", + " '[[-2.09799975e-01 2.45371357e-01 6.03603840e-01 6.65826350e-02\\n6.28002167e-01 -5.45458421e-02 -6.58793822e-02 2.91150063e-01\\n-6.86659962e-02 -2.81901330e-01 -1.01180449e-01 -2.93105602e-01\\n-4.69956063e-02 1.10560685e-01 1.52176216e-01 4.46738005e-01\\n1.84649959e-01 6.83167763e-03 -1.40062466e-01 3.86521727e-01\\n1.60238087e-01 -7.46410787e-02 1.35514885e-01 6.91295743e-01\\n4.71817344e-01 -7.00502619e-02 -1.84293017e-01 7.81575888e-02\\n-3.05802584e-01 -2.15384960e-01 4.40561414e-01 1.01593733e-01\\n-2.21173674e-01 -2.81539381e-01 1.46945849e-01 1.27915904e-01\\n-2.39650205e-01 -1.07696213e-01 -4.91712093e-02 2.10452095e-01\\n-4.77263451e-01 -1.86048687e-01 -1.93999968e-02 5.71769997e-02\\n-4.58154023e-01 -3.44038099e-01 -1.64944798e-01 -4.65223044e-02\\n-1.71431303e-02 -3.47411372e-02 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-2.58327603e-01\\n-7.98284635e-02 1.24681711e-01 3.11910391e-01 2.25521237e-01\\n-1.63778022e-01 -1.21444069e-01 -1.08826831e-01 2.40983799e-01\\n1.04229311e-02 2.73642004e-01 -2.20998675e-01 -2.64012426e-01\\n-2.44926214e-01 2.60452509e-01 -8.05139914e-02 1.92846134e-01\\n-3.89664248e-02 3.47567856e-01 6.47892356e-02 2.17252135e-01\\n1.77034318e-01 -4.84667346e-03 -2.26465583e-01 -2.66422719e-01\\n-2.02238947e-01 -2.20473707e-01 1.04610845e-02 -6.55374154e-02\\n1.87096000e-01 -2.73063213e-01 -4.98912148e-02 -2.15667069e-01\\n-2.76900828e-01 -4.73196507e-01 -2.64370814e-02 -7.66175687e-02]]',\n", + " 'Here at Swarovski, our people sparkle just as much as our products. Come and join us as a Senior data Scientist where you will get a chance to work in a growing team in the Zurich area and develop your skills in use cases at global scale. Be part of a truly iconic global brand, learn and grow with us. ABOUT THE JOB Drive the development and implementation of Advanced Analytics use cases for the Consumer Goods Business Partner with relevant departments (e.g. e-Commerce, Omnichannel Management, CRM, Marketing Management) to understand and frame the problem, estimate the business impact, develop the solution & monitor it Identify internal and external data for the question at hand and work with BI/IT to assure data provisioning Develop model prototypes both using latest AI and machine learning techniques like Gradient Boost, Neural Networks or Random Forests as well as classic methods. Test and continuously improve model along AA best in class standards Provide output to target systems like marketing automation or dashboards and assures automation and monitoring of use cases, in alignment with relevant departments Assure reporting of Use Case KPIs and feed them into functional dashboards Monitor the execution of statistical models & performance in use cases and identify improvement / extension opportunities ABOUT YOU We are looking for a motivated talent, who brings along the following background: University degree/ Education, preferably in in Mathematics, Statistics, Computer Science, Physics or similar More than 5-8 years of experience in advanced analytics field Proven track record of creating impact in at least 2 of the following fields (Personalization of e-Mails, Websites & Advertising, Assortment Optimization, Dynamic Pricing & Promotions, Marketing Mix Optimization, Store level forecasting, Social Media/Network analysis) Strong technical experience in the following areas: R and/or Python (min. 5 years), modelling & real time analytics (process parallelization), familiarity to SAS a plus Familiarity with one of the following AI verticals: text mining, image recognition, conversational interface, automatic classification, network analytics, predictive modeling - incl deep learning framework (PyTorch, Keras, Tensorflow, etc.) a plus Database management (SQL & NoSQL, Spark a plus) Robust knowledge on Data management & IT infrastructure management, Proven ability to structure, build & optimize complex data science pipelines, Big data cloud providers (e.g. AWS, Google Cloud, Azure) Tableau skills a plus Substantial prior experience in modelling large scale retail data sets, digital & tracking data & data enrichment (data scraping/crawling a plus) Ability to work in cross-functional teams & agile ways of working Excellent English proficiency ABOUT SWAROVSKI Swarovski is a family-run company, founded more than 120 years ago in Wattens, Austria. We are leading group of global companies committed to stable growth and maintaining our place at the forefront of design, creativity, and technological innovation. Working for Swarovski is more than just a job. You will work for a groundbreaking, modern, premium brand, which is globally known for its quality and creativity. We place people at the heart of our business and offer global pay programs, supported by a range of local benefits. In addition, we provide rich development opportunities which recognize and reward the brilliant contributions of our passionate individuals and teams who contribute to the success of our company – sparkling every day. Whether you are just starting your career or celebrating an existing one, we invite you to make your own mark on Swarovski’s rich history. Grow your own career through our blended learning and development programs. Learning opportunities are everywhere at Swarovski and will help you grow and develop your own career. We are an equal opportunity employer and value diversity at our company.',\n", + " '[\"Social Media\", \"Creativity\", \"Innovation\", \"Management\"]',\n", + " '[\"Real Time Data\", \"E-Learning Development\", \"Automation\", \"Advertisement\", \"Tableau (Business Intelligence Software)\", \"NoSQL\", \"Analytic Hierarchy Process\", \"Agility\", \"Data Scraping\", \"Computer Science\", \"Analytics\", \"Text Mining\", \"Data Management\", \"SAS (Software)\", \"Machine Learning\", \"Customer Relationship Management (CRM) Software\", \"Branding\", \"Business Partnering\", \"Marketing Management\", \"Mathematical Statistics\", \"Scale (Map)\", \"Marketing Automation\", \"Estimators\", \"IT Infrastructure\", \"Blended Learning\", \"Network Analysis\", \"Python (Programming Language)\", \"Parallel Processing\", \"External Data Representation\", \"Prototyping\", \"E (Programming Language)\", \"Random Forest Algorithm\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Track (Rail Transport)\", \"Computational Statistics\", \"Levelling\", \"Tracking (Commercial Airline Flight)\", \"Executable\", \"Keras (Neural Network Library)\", \"Statistical Modeling\", \"SQL Plan Management\", \"Use Case Diagram\", \"Infrastructure Management\", \"Test Method\", \"Dashboard\", \"Pipelining\", \"Minimum Data Set\", \"Marketing Mix\", \"Data Science\", \"Professional Development Programs\", \"TARGET 3001!\", \"E-Commerce\", \"Equalization\", \"Personalization\", \"R (Programming Language)\", \"Digitization\", \"TensorFlow\", \"Google Cloud\", \"Big Data\", \"Deep Learning\", \"Predictive Modeling\", \"Cross-Functional Team Leadership\", \"Physics\", \"Maintainability\", \"Imaging\", \"Consumer Packaged Goods\", \"Predictive Analytics\", \"Recurrent Neural Network (RNN)\", \"Forecasting\", \"Additives\", \"PyTorch (Machine Learning Library)\", \"Amazon Data Pipeline\", \"Gradient Boosting\", \"Assortment Optimization\", \"Conversational User Interface\"]',\n", + " \"['English', 'Pali', 'Croatian', 'Kazakh']\"],\n", + " ['18',\n", + " 'pl/sql developer with avaloq experience and/or certification',\n", + " 'Zug',\n", + " '',\n", + " '',\n", + " '[[-3.13505888e-01 2.25676537e-01 4.94336933e-01 -1.10997431e-01\\n5.00059366e-01 -1.46009773e-01 6.33367477e-03 4.37126428e-01\\n-2.71575595e-03 -2.77291059e-01 -1.92970946e-01 -1.76570728e-01\\n1.08183816e-01 3.01874634e-02 1.26210079e-01 1.70721531e-01\\n3.39352190e-01 1.26081884e-01 -1.65360451e-01 2.77324528e-01\\n2.02321947e-01 -1.03745975e-01 1.53151751e-01 7.31896520e-01\\n3.38048279e-01 6.03996441e-02 -1.08721014e-02 -1.89579763e-02\\n-2.23226696e-01 -2.75348067e-01 3.87274563e-01 -2.01872066e-02\\n-8.11380297e-02 -2.54527539e-01 2.51477927e-01 -2.02515703e-02\\n-2.25338519e-01 2.73438953e-02 -1.74218714e-01 -1.13461185e-02\\n-2.64139205e-01 -8.32525492e-02 9.71880183e-02 1.14277259e-01\\n-2.22081631e-01 -3.70131105e-01 1.43041819e-01 -5.61417677e-02\\n1.08728580e-01 -1.50922006e-02 -4.82406884e-01 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Ayaval offers you a diversified and challenging assignment, exposure to top tier international banks, possibilities to develop multi-disciplinary IT skills, a dynamic atmosphere in terms of colleagues and clients and a good working climate. You get a competitive compensation package and the chance of being part of a growing and dynamic consultancy. Our collaboration is based on a mutual trust and responsibility. Your main responsibilities: Extend and enhance the core business functionality of the AVALOQ core banking system based on Oracle PL/SQL. Analyse, design and develop new functionality, interfaces and enhancements to the product core. Integrate our solutions into the customer environment in close cooperation with our consultants and with the clients business analysts. Your qualifications (for all positions): University degree in computer science or similar. Avaloq parametrisation experience (Avaloq certification is a clear advantage). Strong skills in object oriented and relational data modelling. Good knowledge of and proven practical experience with at least one DBMS. Strong analytical skills and willingness to focus on Database Engineering. Working knowledge of English. Willingness to work remotely at clients premises on short and long-term projects in Switzerland and abroad (i.e. up to 18 months). An asset is: Working knowledge of German, French or Spanish. Experience with PL/SQL optimisation and tuning. Working experience in a bank environment, the financial industry or insurance industry. Experience in data and process modelling, use case oriented requirements engineering and interface development third party systems. Additional qualifications for senior positions: Valid Avaloq Certification and at least 1 year full time experience as Avaloq developer At least 2 years full time experience in software engineering and database development. Experience with Oracle 10/11g. Working experience with PL/SQL development in real-life projects. If you are interested, please send your complete application in English by email to: office@ayaval.com.',\n", + " '[\"Analytical Skills\", \"Cooperation\", \"Collaboration\", \"Integration\", \"Positivity\", \"Consulting\"]',\n", + " '[\"PL/SQL\", \"Computer Science\", \"Data Modeling\", \"Database Development\", \"Industrialization\", \"Component Object Model (COM)\", \"E (Programming Language)\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Process Modeling\", \"Knowledge-Based Systems\", \"Software Engineering\", \"Requirements Engineering\", \"Core Product\", \"Database Engines\", \"Banking\", \"Additives\", \"Atmospheric Dynamics\", \"Long-Term Potentiation\", \"Functional Interface\", \"Integrated Product Team\"]',\n", + " \"['English', 'Shona', 'French', 'Flemish', 'Haitian']\"],\n", + " ['17',\n", + " 'data science manager f/m switzerland',\n", + " 'Switzerland',\n", + " 'Consulting',\n", + " 'www.axxiome.com',\n", + " '[[-2.45921910e-01 3.64944696e-01 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1.41132772e-01 -9.16024297e-02 1.81684241e-01\\n3.55431437e-02 4.12354469e-01 7.65552893e-02 4.04589027e-02\\n3.89421374e-01 -1.51551468e-02 -2.70998240e-01 -2.18103588e-01\\n-2.26548940e-01 -1.72021717e-01 -1.16660625e-01 -9.22714770e-02\\n2.63544202e-01 -2.78902918e-01 -6.21061912e-03 -2.97500670e-01\\n-2.16268674e-01 -5.27362585e-01 1.41717307e-02 -1.07467048e-01]]',\n", + " 'OUR COMPANY Our mission is to deliver solutions to the financial services industry, driving business and technology change through proven global expertise. Axxiome is a name synonymous with quality and value for financial services organizations that are looking to improve or build upon their IT operations. With offices and subsidiaries in many countries across 4 continents, Axxiome excels in transforming legacy banking and insurance platforms to modern solutions and is considered a leader in implementation and integration of digitization initiatives across the globe. In Cooperation with the Business Engineering Institute St.Gallen AG (BEI AG) we are building up a Data Science team for financial services. Innovation based on science and projects will lead us to success. BEI AG is the leading company for turning knowledge gained from research and science into practice-oriented consulting and innovative solutions. Join our team as DATA SCIENCE MANAGER F/M SWITZERLAND JOB DESCRIPTION As Data Science Manager you will manage a team of 3-5 highly educated and experienced data science analysts and developers, collaborate with the BEI AG and be responsible with your team for innovation and accurate data collection, processing, modelling and analysis to drive business. Lead data science projects end to end and coordinate functional teams/developers of 3-5 employees Mine, analyze customer data to drive optimization and improvement of products, marketing techniques and business strategy with your team Develop/use predictive statistics behavioral or other models by machine learning and/or traditional statist. modeling techniques to increase and optimize customer experience and revenue generation Develop data models, algorithms, tools and methods Applied knowledge of the configuration options of modules within or across packages to functional solutions using detailed knowledge of package capabilities to meet business requirements Create showcases how BI data can help to facilitate and drive business decisions focused on Financial Services Industries Connect findings to business initiatives and approach customer at various management levels to create opportunities REQUIREMENTS Master’s degree in engineering, computer science, physics, math or economics Familiar with the principles of modelling 5 years of experience Project Management SQL database management and maintenance skills Several years developing sustainable customer relations Fluent in German and English ADDITIONAL AS A PLUS Machine Learning, AI Python; R and/or SPSS knowledge or equivalent tools WE OFFER Unleash your potential in an international company with flat hierarchies. Enjoy a maximum of personal freedom. A structured onboarding process ensure that our new hires get familiar with Axxiome, receive right tools and feel seen and accountable. An attractive salary model with performance-based bonuses, a generous home office regulation, a company car for private use and other benefits of a modern consulting company round off our offer to you. As a top performer, you also participate directly in the company’s success through an investment model. To ensure that your knowledge is always “state-of-the-art”, you regularly take part in internal and external training courses. An intensive training and a regular coaching enable you to reach your personal goals. YOUR APPLICATION Please apply online with your complete set of documents, including your desired salary and your possible starting date at recruiting.dach@axxiome.com. For any questions please don’t hesitate to contact Hardy Schwarzer, Recruiting Manager Europe at Axxiome (hardy.schwarzer@axxiome.com, +49 151 27 655 588).',\n", + " '[\"Research\", \"Cooperation\", \"Collaboration\", \"Coordinating\", \"Decisiveness\", \"Management\", \"Accountability\", \"Operations\", \"Integration\", \"Innovation\", \"Consulting\"]',\n", + " '[\"Tooling\", \"Computer Science\", \"Statistics\", \"Prediction\", \"Technological Change\", \"Business Strategies\", \"Financial Services\", \"Sustainable Development\", \"Service Level Management\", \"Onboarding\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"M (Programming Language)\", \"Customer Data Integration\", \"Performance Based Contracting\", \"Process Modeling\", \"Statistical Modeling\", \"SQL Plan Management\", \"Investments\", \"Machine Learning Methods\", \"Data Science\", \"Business Requirements\", \"Logical Data Models\", \"Digitization\", \"R (Programming Language)\", \"Personalization\", \"Physics\", \"Receivables\", \"Service Innovation\", \"Modulation\", \"Economics\", \"Product Marketing\", \"Banking\", \"Project Management\", \"Algorithms\", \"Customer Experience\", \"Service Industries\", \"Additives\", \"Data Collection\", \"Job Descriptions\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"New Hire Orientations\"]',\n", + " \"['English', 'Basque']\"],\n", + " ['114',\n", + " 'internship aircraft data analytics (all genders)',\n", + " 'Zürich',\n", + " 'Airlines',\n", + " 'www.swiss.com',\n", + " '[[-2.29393035e-01 4.43029404e-01 4.40452278e-01 -3.24731357e-02\\n5.66313446e-01 -2.51350254e-02 1.98204517e-02 3.56611371e-01\\n1.22777298e-02 -4.18628752e-01 -1.67430475e-01 -2.36365825e-01\\n4.61913869e-02 -1.03002936e-02 1.74019262e-02 4.89437640e-01\\n3.65228653e-01 -6.94839749e-04 -1.41856313e-01 2.21579075e-01\\n1.07669577e-01 -8.39660168e-02 1.62159696e-01 6.96217299e-01\\n3.76103342e-01 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-6.32639080e-02]]',\n", + " 'The SWISS Engineering Department is responsible for the administration and control of Flight Data Monitoring (FDM). Within this department, you give support to Operational Engineering, Flight Safety and Aircraft Systems Engineering with various flight data analyses. Furthermore, the department is in charge of developing and monitoring the Aircraft Data Acquisition System (ADAS). Your Duties Process aircraft recorded data for visualization and analytical purposes of various kinds and scopes. Discover and visualize (e.g. Tableau) data trends and possible aircraft system malfunctions through dedicated data analytics. Translate the technical understanding of an Aircraft Systems Engineer to the developers’ programming language for the development of specific applications in collaboration with the development team. Collaborate with Aircraft Systems Engineers, pilots and data scientists in order to build stable applications, ready for operation and suitable for predictive maintenance. Coordinate and implement, together with data owners, the needed processes and governance procedures to accurately define and ensure the overall data flow. Act as a point of contact within SWISS for questions and / or requests regarding predictive maintenance applications and data analytics in general. Support the knowledge management within the different departments at SWISS and LH Group that is needed to understand and maintain the data environment needed for data analytics. Proactively identify opportunities for new data analytics projects in strong collaboration with Aircraft Systems Engineering and the reliability team. Your profile Finished Bachelor or Master degree in Engineering, Mathematics, Data Science, IT or related Fluent German and English language skills (written and oral) Good knowledge of MS Office applications and programming (experience with Python or R is regarded as an advantage) Tableau knowledge is an asset Stress resistant, able to work under high pressure Strong analytical and presentation skills Distinctive consulting skills, flexibility and communication skills at all levels Objective oriented person Interest in / Fascination for aviation and the airline industry Details Employment level: 100% Work place: Zurich Kloten Starting date: March 15. 2020 Duration: 6 months Salary: CHF 2,500.- gross per month with a Bachelor’s Degree CHF 3,000.- gross per month with a Master’s Degree Contacts Technical Doc. & Data Engineering: Mr. Michael Wolf Recruiting Support: Tel. +41 44 564 22 66, recruiting.services@swiss.com You may apply in English or German. About Swiss International Air Lines AG It’s the little differences that make working at SWISS so appealing. The fact, for example, that we treat every detail with care, see quality in terms of hospitality and view nationality through an international lens. In a similar way, we see variety as richness, a job as an experience and SWISS as a world of inspiration. You, too, will be stimulated in our special working environment – one in which, wherever you are, you’ll always feel: Truly SWISS .... where people matter. www.swiss.com',\n", + " '[\"Verbal Communication Skills\", \"Collaboration\", \"Proactivity\", \"Coordinating\", \"Governance\", \"Hospitality\", \"Operations\", \"Reliability\", \"Presentations\", \"Consulting\"]',\n", + " '[\"Predictive Maintenance\", \"Tableau (Business Intelligence Software)\", \"KM Programming Language\", \"Programming (Music)\", \"Systems Engineering\", \"Analytics\", \"Data Engineering\", \"Industrialization\", \"Visualization\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Chrysler LH Platform\", \"Maintainability\", \"E (Programming Language)\", \"Levelling\", \"Translations\", \"Aircraft Records\", \"Knowledge Management\", \"Data Processing Systems\", \"Data Science\", \"Library For WWW In Perl\", \"Personalization\", \"R (Programming Language)\", \"Service Level Objectives\", \"Quantitative Data Analysis\", \"Appeals\", \"Aviation\", \"Application-Specific Information\", \"Data-Flow Analysis\", \"Acceptance and Commitment Therapy (ACT)\", \"Controllability\", \"General Administrative Support\"]',\n", + " \"['English', 'Welsh']\"],\n", + " ['11',\n", + " 'computer vision & machine learning engineer (m/f) in tech-startup (zh/sg)',\n", + " 'Zürich',\n", + " 'Computer Hardware & Software',\n", + " 'www.advertima.com',\n", + " '[[-7.48125613e-02 2.07835570e-01 4.13504213e-01 2.60667298e-02\\n5.27177691e-01 -1.57908928e-02 4.35426906e-02 5.12840092e-01\\n-4.83831353e-02 -5.26692152e-01 5.49370311e-02 -1.96710870e-01\\n-1.63398251e-01 6.90943524e-02 -2.87500788e-02 4.91514653e-01\\n3.48133087e-01 3.24850567e-02 -2.51344264e-01 4.14437264e-01\\n1.43588513e-01 -7.46505931e-02 1.35740444e-01 8.27436090e-01\\n4.11910862e-01 3.23479883e-02 -9.66688618e-02 6.09110648e-05\\n-1.28485680e-01 -1.53699204e-01 4.46923971e-01 -4.01104465e-02\\n-2.93530434e-01 -4.21549112e-01 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Then keep looking. We've got a mission for you instead. You're the best at what you do. You don't just want a job. You're looking for the ultimate challenge. In a team that knows no limits, because you don't either. Welcome to Advertima. We combine machine learning, computer vision, and smart data to visually interpret human behavior in the physical world. More specifically, we detect people's physical appearance, their full-body motion and the situational context in real-time. In short: We are a Tech-Startup and we develop an AI-driven computer vision technology to enable organizations to better understand their customers and audiences and engage with them in the physical world. Our software is already operational with prominent clients, and now it is time to conquer the world. Do you want to help shape our success story? Join our team as Computer Vision & Machine Learning Engineer: Your role... Participate in cutting edge research in computer vision, artificial intelligence and machine learning applications Develop solutions for real world, large scale problems Your profile... MSc/PhD in Computer Science, Artificial Intelligence, Machine Learning, Math or related technical field Algorithmic background and rock-solid problem solving skills Strong background in computer vision or machine learning Solid coding experience in system components and experience in various software engineering systems Passion for quality, performance and reliability Excellent teamwork and communication skills Ideally you will also have... Experience in deep learning & non linear optimization What we offer... An international, young and highly motivated team of start-up professionals A fast-paced, dynamic and innovative working environment The opportunity to strongly impact on the future of Advertima An organizational model that distributes power across peers A workplace in the modern Y&R Coworking Space (ZH) and/or STARTFELD Innovation Hub (SG) Flexible vacation policy Self-development budget Monthly team brunch Competitive compensation Phantom stock options Ready for the mission? Don't keep us in suspense.\",\n", + " '[\"Verbal Communication Skills\", \"Research\", \"Teamwork\", \"Professionalism\", \"Problem Solving\", \"Operations\", \"Team Motivation\", \"Reliability\", \"Innovation\"]',\n", + " '[\"Real Time Data\", \"Application Development\", \"MSC Software\", \"Computer Science\", \"Machine Learning\", \"Visualization\", \"Scale (Map)\", \"Computer Vision\", \"Limiter\", \"Idealization\", \"Software Engineering\", \"Machine Learning Methods\", \"Artificial Intelligence\", \"Deep Learning\", \"Budget Development\", \"Physics\", \"Humanism\", \"Incentive Stock Option\", \"Algorithms\", \"Power Distribution\", \"Linearization\"]',\n", + " \"['English']\"],\n", + " ['66',\n", + " 'sr. software engineer (jee)',\n", + " 'Sursee',\n", + " 'Computer Hardware & Software',\n", + " '',\n", + " '[[-3.59140545e-01 2.14985952e-01 3.99593562e-01 7.47437701e-02\\n5.97911000e-01 -2.91271418e-01 -1.53353848e-02 2.72424370e-01\\n8.65566544e-03 -3.56101155e-01 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1.04264200e-01 -3.69591087e-01 -3.62218678e-01\\n-1.92903012e-01 -1.87381998e-01 5.12942038e-02 -1.42367920e-02\\n5.29789254e-02 -4.38718796e-01 -5.45011135e-03 -2.13688821e-01\\n5.55509217e-02 -3.55192810e-01 -1.37375101e-01 -3.35964784e-02]]',\n", + " 'Want to work on some of the most in-demand & exciting technologies in the IT industry? Come join us at Ishi Systems. At Ishi, we have built an enduring platform for innovation that pursues excellence to create products, systems and solutions that delight our customers and exceed their expectations. Our engineers solve a variety of complex and challenging business problems with cutting edge technology. We actively explore new and emerging technologies in Big Data No-SQL databases, Middleware Messaging platforms, High Availability Architectures, Advanced Analytics, Machine Learning, and contemporary web and mobile user interface frameworks. Do you take pride in writing quality code and building software that is reliable, testable and maintainable? Do you thrive on creating simple and elegant solutions to complex problems? Are you ready to compete head-to-head with some of the top and most fast-paced and innovative organizations in the industry? Mandatory Skills and Experience 5+ years of experience in application development including analysis, design, coding and implementation of large scale enterprise systems Strong Java language skills – core and advanced Extensive OO knowledge, including design patterns Experience in one or more frameworks such as Spring, Hibernate, JBPM, Drools, Quartz, etc Experience with relational databases and solid SQL skills Solid experience with Unix/Linux, including basic shell scripting Strong communication skills and ability to interface with customers Desired Skills and Experience Experience on user interface frameworks and technologies such as AngularJS, Play, JSF, JQuery, JavaScript, etc. Experience with messaging platforms such as RabbitMQ, HornetQ, Kafka, ActiveMQ Experience developing RESTful services and APIs Experience in No-SQL databases such as MongoDB, Hadoop HBase, Couchbase, etc Experience in application server clustering, performance tuning and scalability design Experience working in agile environments using Scrum, Continuous Integration and TDD/BDD practices Additional languages such as Scala, Clojure, Golang, Python, R',\n", + " '[\"Verbal Communication Skills\", \"Complex Problem Solving\", \"Writing\", \"Reliability\", \"Innovation\"]',\n", + " '[\"Application Development\", \"Test-Driven Development (TDD)\", \"Agility\", \"Hyper SQL Database (HSQLDB)\", \"High Availability Clusters\", \"Shell Script\", \"Analytics\", \"Middleware\", \"Distributed Design Patterns\", \"Continuous Integration\", \"Industrialization\", \"Scale (Map)\", \"Hibernate (Java)\", \"Scala (Programming Language)\", \"Activism\", \"Metal Building Software\", \"Python (Programming Language)\", \"Linux\", \"Maintainability\", \"Drools\", \"Agile Edge Technologies\", \"Application Servers\", \"MongoDB\", \"Scrum (Software Development)\", \"Hornetq\", \"Mobility\", \"Machine Learning Methods\", \"Quartz (Graphics Layer)\", \"RabbitMQ\", \"Clojure\", \"JQuery\", \"Testability\", \"Enterprise Planning Systems\", \"R (Programming Language)\", \"JavaScript (Programming Language)\", \"Apache ActiveMQ\", \"Scalability\", \"Production Systems\", \"Big Data\", \"User Experience Design (UX)\", \"Design Codes\", \"Performance Tuning\", \"Relational Databases\", \"Language Experience Approach\", \"Apache HBase\", \"Additives\", \"Unix\", \"Emerging Technologies\", \"SQL (Programming Language)\", \"User Interface\", \"JSF 2\", \"Java Scripting Languages\"]',\n", + " \"['English']\"],\n", + " ['49',\n", + " 'software engineer (full time\\xa0and internship)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[ 2.70995289e-01 1.54261723e-01 4.81505841e-01 3.79903391e-02\\n4.55764771e-01 -4.02951419e-01 1.70122653e-01 3.39460611e-01\\n2.01764315e-01 -3.46308976e-01 6.77916482e-02 -1.40374705e-01\\n-1.20104678e-01 -8.68354514e-02 -1.96930729e-02 2.35235572e-01\\n2.26132035e-01 -1.16104046e-02 5.89579064e-03 2.93967962e-01\\n4.99906912e-02 -1.06877416e-01 2.36763552e-01 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-4.65167135e-01 -1.08838819e-01 -1.57338381e-01]]',\n", + " 'WHAT YOU DO Extend the function of existing software / coding for cool new features Test and optimize the software running on embedded Linux / make our software fast and stable Navigating a commercial drone via our sensor and have fun REQUIREMENT Proven experience as a software engineer (a must to have for the full time job) Very good C/C++ coding skills Skilled git master, code reviewing, unit_testing, familiar with git pipeline Fluent speaking and writing in English Knowledge of software protection is a plus WHAT WE OFFER Being part of a Startup about to take off A welcoming and driven team Working in the center of Zurich Having fun with drones Good Salary & potentially participation in stock option plan (for the full time job)',\n", + " '[\"Writing\", \"Planning\"]',\n", + " '[\"Commercialization\", \"C++ (Programming Language)\", \"Incentive Stock Option\", \"Linux\", \"Software Protection\", \"Centering\", \"Git (Version Control System)\", \"Software Coding\", \"Code Review\", \"Pipelining\", \"Software Engineering\"]',\n", + " \"['English']\"],\n", + " ['57',\n", + " 'oracle database specialist',\n", + " 'Bern',\n", + " '',\n", + " '',\n", + " '[[-1.50344044e-01 2.99868912e-01 5.50742328e-01 -8.36134702e-02\\n5.68544745e-01 -2.65012980e-01 1.25814363e-01 4.24314201e-01\\n-1.92428425e-01 -1.74037442e-01 -2.41665691e-01 -3.46283823e-01\\n-3.23801525e-02 4.87368219e-02 4.95956279e-02 3.16335648e-01\\n3.56342822e-01 1.39567122e-01 -7.31303692e-02 2.66264588e-01\\n1.69047534e-01 -1.29467577e-01 1.56061396e-01 5.98502934e-01\\n3.61385316e-01 9.83440578e-02 -1.57679245e-01 1.17900304e-01\\n-3.65872294e-01 -3.41019779e-01 3.84579003e-01 4.00338881e-02\\n-1.65814415e-01 -9.72165763e-02 1.31032333e-01 -2.45395675e-03\\n-1.36326745e-01 1.75180323e-02 3.47431637e-02 1.62477508e-01\\n-2.48829797e-01 -2.69782655e-02 1.03121489e-01 8.20975453e-02\\n-3.28827858e-01 -3.65580380e-01 2.20062166e-01 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-4.57355887e-01 3.70146304e-01 -1.73096862e-02\\n-6.28818795e-02 -6.78678304e-02 2.37066865e-01 1.04409143e-01\\n-2.13372022e-01 -1.11256436e-01 -6.49941340e-02 7.16841519e-02\\n2.57636040e-01 2.04123557e-01 -2.49845341e-01 -3.49484921e-01\\n-3.42307717e-01 2.49408156e-01 -2.13888392e-01 4.26927097e-02\\n-6.67438284e-02 3.02733839e-01 1.77777156e-01 1.11881152e-01\\n4.14010465e-01 -1.78985521e-01 -1.79693669e-01 -3.38950247e-01\\n-3.89300317e-01 -2.06772342e-01 8.99277106e-02 -8.23896378e-02\\n2.09541619e-01 -4.81432587e-01 -1.45769671e-01 -5.81401587e-02\\n-1.30580723e-01 -3.64867061e-01 -5.96029386e-02 -1.95593819e-01]]',\n", + " 'We are currently looking on behalf of one of our important clients for an Oracle Database Specialist. This role is permanent position based in Bern Canton. Your Role: Carry out complex tasks in the DB management of our customers covering consulting, planning, designing, installation, configuration, monitoring, tuning, backup / recovery, troubleshooting, replication, high availability & security. Work on interesting problem cases of customers SLAs. Support & advise software development projects on database-specific issues. Your Skills: Several years of experience in the management of Oracle databases on Unix / Linux & MS Windows platforms. Experienced with SQL Server databases (or motivated to gain experience). Good know-how of associated processes corresponding customer orders. Skilled & experienced in a variety of customer platforms & installations. Your Profile: University Degree in Computer Science. Customer-oriented & ready to occasionally work irregular hours & be on-call. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " '[\"Positivity\", \"Planning\", \"Management\", \"Troubleshooting (Problem Solving)\", \"Consulting\"]',\n", + " '[\"Software Development\", \"Advising\", \"Installation\", \"High Availability Clusters\", \"Linux\", \"Computer Science\", \"Unix\", \"Microsoft SQL Servers\", \"Oracle Databases\", \"Receivables\"]',\n", + " \"['English', 'Interlingua', 'Nyanja', 'Aragonese']\"],\n", + " ['57',\n", + " 'software engineer (c++)',\n", + " 'Grisons',\n", + " '',\n", + " '',\n", + " '[[-1.16711386e-01 3.69977802e-01 6.53656304e-01 -1.72255784e-01\\n5.88140547e-01 -3.33259344e-01 9.66208726e-02 4.75413740e-01\\n-2.72345636e-02 -3.65770549e-01 -2.28218153e-01 -2.25554496e-01\\n-7.41186514e-02 6.04369007e-02 1.97732136e-01 3.27083737e-01\\n2.00537607e-01 1.16075017e-01 -2.26755738e-01 4.17729795e-01\\n1.69004664e-01 -9.03910771e-02 1.99338242e-01 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-3.97506915e-02\\n-2.24749312e-01 -3.18071693e-01 -7.72343501e-02 -1.89313531e-01]]',\n", + " 'We are currently looking on behalf of one of our important clients for a Embedded Software Engineer (C++). The role is a permanent position based in Graubünden Canton. Your Role: Specify, analyze (architecture & design), develop & test near-hardware embedded real-time software for the product range. Utilize state-of-the-art methods (Driven Development) & tools (IBM Rhapsody, WindRiver VxWorks & Linux) in C++ programming. Your Skills & Profile: In-depth knowledge in technical computer science. Good level of C ++ / UML knowledge & motivated to use & further develop it. Skills & experience in any of the following are considered advantageous: Programming microcontroller software. Creating & performing software test. GUI development, including Qt Quick, QML. Control engineering. iOS & Android app programming. Communication standards such as Bluetooth & wireless. Completed University Degree in engineering (applications from graduates are welcome). Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " '[\"Positivity\"]',\n", + " '[\"Tooling\", \"Test-Driven Development (TDD)\", \"Control Engineering\", \"Programming (Music)\", \"VxWorks\", \"Computer Science\", \"UML Tool\", \"Windows Software Development\", \"C++ (Programming Language)\", \"Qt Modeling Language (QML)\", \"Android (Operating System)\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Linux\", \"Real Time Systems\", \"QT Quick\", \"Communication Program Generator (Programming Language)\", \"C (Programming Language)\", \"Time Tracking Software\", \"Hazard Communication Standard (HCS)\", \"Receivables\", \"Software Testing\", \"Bluetooth\", \"Embedded Software\"]',\n", + " \"['English', 'Tajik', 'Afrikaans']\"],\n", + " ['122',\n", + " 'application scientist, chemical ionization mass spectrometry',\n", + " 'Thun',\n", + " '',\n", + " '',\n", + " '[[-3.22071165e-01 3.35994661e-01 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1.78947031e-01 -2.66234577e-01 1.12964772e-03\\n6.46589026e-02 4.32083786e-01 -2.48052292e-02 8.70360062e-02\\n4.95590389e-01 -1.95871115e-01 -2.87681282e-01 -4.21056271e-01\\n-1.87379614e-01 -2.11080045e-01 -1.12561956e-01 -5.73445633e-02\\n1.99748904e-01 -3.09953570e-01 -2.45363235e-01 -4.99587715e-01\\n8.14421773e-02 -2.94173717e-01 -3.18146124e-03 -3.42493095e-02]]',\n", + " 'Headquartered in Thun, Switzerland, TOFWERK aims to bring the advantages of our time-of-flight technology to new markets and applications. With team members in Switzerland, Germany, China and the United States, we offer a family of end-user research products and custom instrument designs for OEM partners and research laboratories. TOFWERK is seeking an analytical scientist to develop and demonstrate new applications of our chemical ionization (CI) time-of-flight mass spectrometers (TOFMS), with emphasis on the Vocus PTR-TOF. The scientist will work within our Applications Department in support of our Vocus PTR-TOF and API-TOF product teams. He/she will be independently tasked with increasing the breadth and quality of analyses based on these instruments. The scientist will be active in relevant scientific communities in order to stay updated on trends and advances and to engage potential customers and collaborators. As the company’s expert on CI-TOFMS applications, he/she will communicate the capabilities of TOFWERK technology to prospective customers; lead product demonstrations; represent TOFWERK at international scientific meetings; support the Marketing Department in the production of technical promotional material; and formally present data in conference presentations, research reports, application notes, and peer-reviewed publications. He/she will work with other members of the Applications Department to ensure that all analyses at TOFWERK utilize the best available methods and technology. Based on his/her knowledge of the field and use of TOFWERK technology, the application scientist will provide suggestions and feedback to the Software and R&D Departments regarding potential short- and long-term product improvements and developments. Requirements PhD in Analytical Chemistry or related field 4+ years of experience using mass spectrometry for applied research or sample analysis, including method development Ability to work independently in the laboratory, including: experiment design, sample preparation, operation of scientific equipment, and data interpretation Strong background in data analysis, including statistics and spectral interpretation Interest in interacting with customers and prospective customers Confident and effective communicator Willingness to travel up to 30% per year for scientific conferences and customer site visits at European and international locations Fluency in English Desirable Experience and Expertise Use of any of the following: PTR-MS, chemical ionization MS, TOFMS, real-time trace gas analyzers Expertise in any of the following fields: biogenic VOCs, forensics, fragrances, flavors, breath analysis, atmospheric science Experience running and characterizing prototype scientific equipment Familiarity with any of the following: high vacuum systems, ion optics, ion-molecule reaction chemistry Competence in laboratory electronics and use of diagnostic equipment We Offer Exciting projects in state-of-the-art mass spectrometry An open culture that encourages new ideas A creative international team Flexible work times A bright, spacious workplace on the river in beautiful Thun We look forward to receiving your application at jobs@tofwerk.com. Please send all attachments in pdf format.',\n", + " '[\"Research\", \"Collaboration\", \"Communications\", \"Operations\", \"Presentations\", \"Creativity\"]',\n", + " '[\"Real Time Data\", \"Product Demonstration\", \"Chemical Ionization\", \"Research Reports\", \"Sample Preparation\", \"Data Presentation\", \"Interactivity\", \"Analytics\", \"Statistics\", \"Vienna Development Methods\", \"Prototype (Manufacturing)\", \"Spectrometer\", \"Activism\", \"Mass Spectrometry\", \"Analytical Chemistry\", \"Instrumentation\", \"Vacuum Systems\", \"Productivity Improvement\", \"IText (Free PDF Software)\", \"Atmospheric Sciences\", \"Electronics\", \"Optics\", \"Survey Data Analysis\", \"Applied Research\", \"Receivables\", \"Chemistry\", \"Sample Analysis\", \"Experience Design\", \"Sampling Design\", \"Residual Gas Analyzer\", \"Peer Review\", \"Application Notes\", \"Long-Term Potentiation\", \"User Research\", \"Application Programming Interface (API)\", \"Integrated Product Team\"]',\n", + " \"['English', 'Shona', 'Turkish', 'Nyanja']\"],\n", + " ['75',\n", + " 'business application analyst',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.95008665e-01 3.99013340e-01 4.29643035e-01 6.23621792e-02\\n6.08087063e-01 6.52238876e-02 1.04930684e-01 1.14952393e-01\\n7.00906217e-02 -2.68205762e-01 -1.38870880e-01 -1.20139062e-01\\n-5.62866032e-02 -7.93280452e-02 1.21173106e-01 4.18069065e-01\\n3.15848827e-01 -5.43995164e-02 -3.28657031e-03 2.79873222e-01\\n-5.72428331e-02 8.00456665e-03 2.15325020e-02 5.92675447e-01\\n4.05653894e-01 1.20013863e-01 -3.50275636e-02 1.12025894e-01\\n-2.48493224e-01 -3.62214535e-01 3.75085354e-01 3.69461626e-02\\n-2.33532578e-01 -3.03215653e-01 6.88816160e-02 1.64522588e-01\\n-1.85275301e-01 1.21623948e-02 -1.24451324e-01 3.28230113e-03\\n-4.66755688e-01 -2.48992056e-01 -4.48130071e-02 -1.80105090e-01\\n-3.70480001e-01 -2.55145013e-01 2.06496492e-01 -2.15973467e-01\\n3.28031704e-02 2.48962641e-02 -5.00505447e-01 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(training, coaching, change management) - Supervise end users application’s usage in order to guarantee the efficient use of the software - Coach and Train new comers in the understanding of our processes and a proper usage of the applications related to the function of the employee. - Perform review on application usage and data quality and trigger necessary training or process improvements - Define and Implement Projects for new requirements and/or evolution of the applications - Manage the continuous improvement of our Business processes: - Help in ensuring the defined IS applications matches the business requirements of internal departments - Review Processes supported by IS systems and work in coordination with the functional departments to propose processes/Systems changes. - Specify and implement necessary system changes - Manage the testing phases and ensuring quality performance with the external developers involved in various IS improvement projects - Lead Change Management with the users whilst implementing change - Get user-feedback and trigger necessary tasks or subprojects to reach a balance between Processes, Controls, user satisfaction and capability/cost efficiency of the IS Solution - Follow-up on processes implemented, new and existing, and ensure continuous improvement - Identify user needs for reporting and implement them once specified and approved - With the support and in relation with the Business Process Owners, review the processes defined by each BPO and ensure our Operating Model is updated - Manage specific and ad-hoc IS/IT Projects - Gather Requirements and Objectives of the Project - Manage the different Project Phases from Requirements till post-support implementation - Ensure a proper handover and transition of Project deliverables to the employees (Training, support of employees on requests) Profile required: Educational Background / Qualifications: - Degree in Computer science with experience in project management - Secondary Education in cross functional areas Technical Skills: - CRM Systems (SalesForce, Oracle) - Good knowledge of Reporting systems and Business Intelligence tools (IBM Cognos, Quickview,..) - General understanding of main ERP functionalities (SAP) - Scripting language (SQL, JavaScript, any other scripting languages) - First experience on Mobility and Mobile Apps development Experience required: - Good knowledge and practice in usage of CRM, ERP and Reporting software - Ability to successfully identify strengths and areas of improvement in processes and further lead change management across all functional departments - Experience in project management, as well as implementation and deployment of IS systems - Technical ability in managing directly small evolutions in the current Applications - Ability to perform specific adhoc analysis and queries through systems to assess usage and provide reports, dashboard, KPIs - Proven capabilities in coaching, training and development Competency profile: - Good knowledge and practice in usage of CRM, ERP and Reporting software - Ability to successfully identify strengths and areas of improvement in processes and further lead change management across all functional departments - Good experience in project management, as well as implementation and deployment of IS systems - Technical ability in managing directly small evolutions in Applications - Ability to perform specific adhoc analysis and queries through systems to assess usage and provide reports, dashboard, KPIs Interpersonal competencies / communication - Service-oriented - Communication capability with specialists and non-specialists (oral and written) - Listening skills - Ability to manage diversity and complexity of processes - Negotiation/conflict resolution skills - Reactivity - Time management skills - English professional. Good German. Any other language is a plus Benötigte Skills Englisch Projektleitung Qualitätssicherung CRM ERP Oracle Cognos SAP SQL JavaScript Requirements Engineering Schulung Strategie',\n", + " '[\"Negotiation\", \"Professionalism\", \"Supervision\", \"Management\", \"Listening Skills\", \"Operations\", \"Training And Development\", \"Time Management\"]',\n", + " '[\"Data Quality\", \"QuickView\", \"Business Intelligence Tools\", \"Ad Hoc Testing\", \"Computer Science\", \"Customer Relationship Management (CRM) Software\", \"Asynchronous Serial Communication\", \"Process Automation Systems\", \"Reactivity\", \"Process Improvements\", \"Performance Review\", \"Mobile App\", \"SAP Sybase SQL\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Secondary Education\", \"Dashboard\", \"Business Intelligence\", \"Mobility\", \"Process Control\", \"Business Requirements\", \"MFG/Pro (ERP)\", \"Cross-Functional Coordination\", \"Finance\", \"Business Process\", \"SAP Functional\", \"Specific Performance\", \"Requirements Engineering\", \"JavaScript (Programming Language)\", \"Continuous Improvement Process\", \"Implement Projects\", \"Adapter Scripting Language\", \"User Feedback\", \"Project Management\", \"Scripting\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"Diversity Management\", \"SQL (Programming Language)\", \"Technical Support\", \"International Business\", \"Conflict Resolution\", \"Change Management\"]',\n", + " \"['English', 'Korean', 'Chewa', 'Estonian']\"],\n", + " ['52',\n", + " 'junior software developer internship',\n", + " 'Zug',\n", + " '',\n", + " '',\n", + " '[[-2.45473623e-01 2.19922841e-01 3.95095408e-01 -8.58976841e-02\\n5.51735580e-01 -2.02397883e-01 -7.35367462e-03 5.00029922e-01\\n-1.52281597e-01 -1.19535170e-01 -1.25269637e-01 -2.06219703e-01\\n-3.24371420e-02 -2.62237042e-02 1.49601355e-01 3.16426218e-01\\n4.82166260e-01 5.57406731e-02 -2.89484859e-01 2.85835177e-01\\n9.59658772e-02 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-2.47070983e-01 -1.69569999e-01 -1.25062257e-01]]',\n", + " 'We are an investment and trading firm with offices based in Zug, Zürich and Ziegelbrücke, Switzerland. We are looking for a Junior Software Developer Internship (f / m, 100%) who is motivated to learn in a small but growing team. This position is being offered either as a 6 to 12-month internship or as an entry level role for recent graduates. The successful candidate will work on projects involving futures and cryptocurrencies and gain exposure to financial markets trading. Your Responsibilities: • Developing an automated trading system with the Senior Portfolio Managers. • Building front end framework and GUI. • Managing short-term quantitative strategies and market risk issues. • Directing system testing and validation procedures. Your Profile: • Completed or in the process of completing a quantitative degree in Finance, Business, Economics, Engineering, Political Science, Math or Physics. • Top-notch computer programming skills with excellent command of programming languages such as Python, C#, or JavaScript. • Experience with VUE or other similar front end frameworks. • Effective communicator, fluency in English is a must. • Excellent at multi-tasking and working under pressure. • Highly motivated and interested to learn from experienced professionals. • An interest in finance and cryptocurrencies will be beneficial. Did we raise your interest? Please send your CV and cover letter. Requirements • Completed or in the process of completing a quantitative degree in Finance, Business, Economics, Engineering, Political Science, Math or Physics. • Top-notch computer programming skills with excellent command of programming languages such as Python, C#, or JavaScript. • Experience with VUE or other similar front end frameworks. • Fluency in English. • Excellent at multi-tasking and working under pressure.',\n", + " '[\"Positivity\", \"Management\", \"Professionalism\"]',\n", + " '[\"Market Risk\", \"Automation\", \"KM Programming Language\", \"Vue.js\", \"Notching\", \"Python (Programming Language)\", \"M (Programming Language)\", \"Levelling\", \"Financial Market\", \"Investments\", \"Business Economics\", \"Cryptocurrency\", \"Portfolio Management\", \"Finance\", \"C# (Programming Language)\", \"JavaScript (Programming Language)\", \"Physics\", \"Computer Programming\", \"Validations\", \"Front End (Software Engineering)\", \"Software Development\", \"Political Sciences\", \"System Testing\"]',\n", + " \"['English', 'Armenian', 'Arabic']\"],\n", + " ['82',\n", + " 'big data engineer',\n", + " 'Zürich',\n", + " 'Staffing & Outsourcing',\n", + " 'www.nicollcurtin.com',\n", + " '[[-3.59203309e-01 2.84078747e-01 4.03332740e-01 7.03492612e-02\\n6.18659675e-01 -2.21305519e-01 -3.66830193e-02 4.68001425e-01\\n-9.57974698e-03 -3.22790772e-01 -1.28672332e-01 -1.54692918e-01\\n-7.85306841e-02 1.48028374e-01 1.81689672e-02 2.28859752e-01\\n3.20908666e-01 1.63636461e-01 -3.45691405e-02 3.29709291e-01\\n7.10510910e-02 -1.42218173e-01 1.08264901e-01 6.83549345e-01\\n3.48668456e-01 5.43728704e-03 -8.57399628e-02 3.12719084e-02\\n-3.08920473e-01 -2.14215368e-01 3.86555463e-01 -7.77928308e-02\\n-1.15295649e-01 -3.15231860e-01 1.29168779e-01 -4.51448485e-02\\n-2.34217227e-01 -1.35865480e-01 -1.53281808e-01 1.58915758e-01\\n-4.14469033e-01 -3.05776596e-01 3.41607779e-02 1.62663013e-01\\n-2.46878237e-01 -3.51538807e-01 1.04927398e-01 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-4.67368871e-01 2.16174245e-01 3.19827609e-02\\n-1.90026030e-01 1.30317375e-01 1.72955394e-01 2.10126236e-01\\n-1.95965752e-01 5.92376478e-02 -5.41560240e-02 4.54290360e-02\\n5.41787520e-02 3.50364059e-01 -3.54786068e-01 -3.34287405e-01\\n-2.56021827e-01 2.61949599e-01 -1.31226957e-01 1.49670348e-01\\n-4.87071648e-02 2.62735188e-01 6.12970144e-02 3.24324444e-02\\n4.05226976e-01 -1.57286584e-01 -3.25875372e-01 -3.58657151e-01\\n-4.00641561e-02 -6.63123354e-02 -7.26582184e-02 -1.61522418e-01\\n1.72129512e-01 -3.64370406e-01 -2.11572424e-01 -5.61028495e-02\\n-6.88224286e-02 -2.65122354e-01 -1.11660041e-01 -1.38186261e-01]]',\n", + " 'BIG DATA DEVOPS ENGINEER (HADOOP, CLOUDERA, LINUX, TABLEAU) BANKING BIG DATA JOB IN ZURICH, SWITZERLAND A respected international tier-1 banking client of mine is seeking a Big Data DevOps Engineer for a job opportunity in Zurich. This bank has always been at the forefront of technology advancements and development of banking applications, and they currently need a Big Data DevOps Engineer. As the Big Data DevOps Engineer in Zurich, you will have the opportunity to build and maintain a big data platform along with a team of engineers and systems experts. You will be responsible for deploying, automating, maintaining, troubleshooting, and improving the systems that keep the back-end infrastructure running smoothly. Some key skills you will need for this role; Cloudera Hadoop administration/engineering experience, understanding of Linux engineering, Cluster management skills, ability to support incident management skills which means good customer-facing skills as well, and good problem-solving skills. Additionally, skills with Tableau administration, Control-M or Rundeck exposure as well as knowledge of SQL syntax will be very desired. This is for a contract job with an initial duration of six months. To apply for this Big Data DevOps Engineer job within banking in Zurich, please forward your CV to ameya.khare@nicollcurtin.com.',\n", + " '[\"Infrastructure\", \"Troubleshooting (Problem Solving)\", \"Management\", \"Problem Solving\"]',\n", + " '[\"Automation\", \"Syntax\", \"Tableau (Business Intelligence Software)\", \"Back End (Software Engineering)\", \"Banking\", \"Data Management Platforms\", \"Expert Systems\", \"Additives\", \"Component Object Model (COM)\", \"Linux\", \"Maintainability\", \"Control-M (Batch Scheduling Software)\", \"Incident Management\", \"Big Data\", \"SQL (Programming Language)\", \"DevOps\", \"Rundeck\"]',\n", + " \"['English', 'Chuang', 'Portuguese']\"],\n", + " ['2',\n", + " 'computer scientist internship',\n", + " 'Schlieren',\n", + " '',\n", + " '',\n", + " '[[-1.53602079e-01 2.75295228e-01 4.44754988e-01 -8.74064746e-04\\n4.65142727e-01 -9.00841281e-02 3.52950059e-02 3.23823810e-01\\n-1.11643709e-01 -2.68267572e-01 -1.73975769e-02 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-2.62116760e-01\\n-1.56631842e-01 -2.72377610e-01 7.96584263e-02 -8.69565755e-02\\n1.27506420e-01 -3.95920098e-01 -2.01144278e-01 -2.10773960e-01\\n-9.52333510e-02 -3.58040333e-01 -4.27656509e-02 5.42212911e-02]]',\n", + " 'Job: Expanding and optimizing the existing data pipeline architectures of 3+’s Machine Learning projects aimed at predicting TV viewership Working closely with the Data Science team to collect requirements and use cases for onboarding new data sources Designing the architecture of a Data pipeline suiting use cases, building a data pipeline using your own design choices Supporting the Data Science team in their data gathering and data analysis projects such as - not limited to – analyzing, modeling and predicting TV viewer behavior, analyzing and optimizing TV Advertisement strategies, analyzing and optimizing Social Media exposure Enriching existing datasets such as TV schedule with additional metadata Your Profile: Bachelor or master’s degree in computer science or shortly before graduation Excellent knowledge of at least one of the following programming languages Python, R, or Ruby Good Knowledge of data structures and algorithms Experience with SQL or NoSQL databases Proficiency with Logging Systems such as Graylog or Elasticsearch Familiarity with MVC Frameworks such as Ruby on Rails Knowledge of distributed computing platforms and query interfaces such as MapReduce, Pig or/and Hive Great level of autonomy, self-managed approach to projects Dealing with critical and confidential data which requires high level of confidentiality, integrity and responsibility Written and spoken fluency is mandatory in either German or English This position offers you the chance to prove your analytical and programming skills in a fast-paced environment. The TV and media industry are data driven industries. Your results and contributions will be essential in the decision-making process. We also offer you a modern workplace with an open feedback culture and a competitive salary. Interested? Then, please apply at job(at)3plus.tv. 3 Plus TV Network AG Eva Felsberg Wagistrasse 21 8952 Schlieren Tel. +41 43 336 36 36',\n", + " '[\"Social Media\", \"Management\", \"Scheduling\", \"Integration\", \"Decision Making\", \"Positivity\"]',\n", + " '[\"Advertisement\", \"NoSQL\", \"Elasticsearch\", \"KM Programming Language\", \"Programming (Music)\", \"Computer Science\", \"Collections\", \"Metadata\", \"Prediction\", \"Analytics\", \"Industrialization\", \"Distributed Computing\", \"Ruby (Programming Language)\", \"MapReduce\", \"Onboarding\", \"Python (Programming Language)\", \"Data Pipeline\", \"Levelling\", \"Limiter\", \"Dataset\", \"Graylog\", \"Microsoft Modern Workplace\", \"Logging (Construction)\", \"Use Case Diagram\", \"Computing Platforms\", \"Machine Learning Methods\", \"Data Science\", \"Survey Data Analysis\", \"Ruby On Rails\", \"High-Level Architecture\", \"Data Structures\", \"Algorithms\", \"Additives\", \"Amazon Data Pipeline\", \"SQL (Programming Language)\", \"Source Data\"]',\n", + " \"['English', 'Southern Sotho']\"],\n", + " ['3',\n", + " 'big data engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.25972161e-01 1.82309926e-01 4.60240096e-01 3.88041548e-02\\n5.27822554e-01 -2.00513646e-01 3.07385270e-02 3.83118659e-01\\n8.81233513e-02 -3.35077792e-01 -3.31870243e-02 -3.11059833e-01\\n-1.40460432e-01 1.27683818e-01 -8.64985678e-03 3.43016297e-01\\n3.68590027e-01 1.36323437e-01 -1.77311301e-01 4.07873333e-01\\n1.12691619e-01 -1.01935767e-01 1.18176444e-02 8.02999854e-01\\n5.14983177e-01 1.09390533e-02 -9.28386971e-02 1.86021086e-02\\n-2.69973010e-01 -1.68353513e-01 4.47183996e-01 -4.36146222e-02\\n-1.05818823e-01 -3.45961630e-01 1.67472348e-01 7.74640739e-02\\n-2.25931183e-01 8.37413743e-02 -1.18933901e-01 9.82481018e-02\\n-4.62380052e-01 -2.33057842e-01 -1.11393016e-02 3.71388569e-02\\n-2.39295825e-01 -2.68159091e-01 9.56443623e-02 4.43644859e-02\\n8.14447030e-02 9.37325507e-02 -4.83117551e-01 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We offer a full suite of products and services for App Market Data and Mobile App Intelligence. Bringing a unique combination of technical and business skills together, we provide our customers with a thorough analysis of the latest developments on the app stores and mobile industry. We are a truly international team, with an innovative and fast-paced company culture. As a Data Engineer, you are someone who is passionate about processing large data sets. You will be responsible for building and maintaining data pipelines to support our products and our Data Science team. You will contribute to the entire stack, working with DevOps on maintenance and tuning, alongside collaborating with Data Scientists to build applications and algorithms. To thrive as a member of team 42matters, you must embrace our exciting work-hard, play-hard environment. We're not afraid to move fast and break things as we release, launch, iterate, update and announce; sometimes all in the same day. We're a closely-knit team and, especially at the end of a long day over beers, we feel like we're inventing the future together. Job type: Full-time Location: Zurich Starting date: As soon as possible RESPONSIBILITIES Write data pipelines to extract, transform and load (ETL) data automatically, using a variety of traditional as well as large-scale distributed technologies. Extend and optimize the current system by making the enormous amounts of data accessible for both our data scientists and our products. Help to build a reliable, sustainable and scalable data infrastructure. Requirements 3+ years of work experience as a Data Engineer. Strong experience with big data technologies on Amazon Web Services (e.g. Redshift, EC2, MapReduce, Spark). Strong knowledge of Python programming language. Familiar working with relational data stores (e.g. PostgreSQL, Redshift). Good abilities in DevOps. Fluent English. Ability to work autonomously but also be a strong team player. Self-motivated, team player comfortable in a small, intense and high-growth start-up environment. PREFERRED QUALIFICATIONS Strong educational background: Bachelor/Master degree in CS or other technical/science/math field Proficiency in more than one programming language (Java, Python, Bash). Strong SQL skills and the ability to write and analyze complex SQL queries. Experience designing data models and data warehouses. Ability to identify and resolve performance issues. \",\n", + " '[\"Self-Motivation\", \"Writing\", \"Collaboration\", \"Operations\", \"Team Motivation\", \"Reliability\", \"Innovation\"]',\n", + " '[\"Accessioning\", \"KM Programming Language\", \"Sustainability\", \"Data Modeling\", \"Data Engineering\", \"Industrialization\", \"Scale (Map)\", \"Mobile App\", \"MapReduce\", \"PostgreSQL\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Maintainability\", \"E (Programming Language)\", \"Data Pipeline\", \"Iterators\", \"Extract Transform Load (ETL)\", \"Mobility\", \"Minimum Data Set\", \"App Store (IOS)\", \"Data Science\", \"Web Services\", \"Bash (Scripting Language)\", \"Big Data\", \"Amazon Web Services\", \"Data Store\", \"Clinical Data Warehouse\", \"Data Infrastructure\", \"Experience Design\", \"Algorithms\", \"Amazon Data Pipeline\", \"Market Data\", \"Amazon Redshift\", \"SQL (Programming Language)\", \"DevOps\"]',\n", + " \"['English', 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-0.18241107\\n-0.27678344 -0.04288498 -0.08565736 -0.15285426 0.18129054 -0.36927295\\n-0.1356483 -0.233388 -0.0831958 -0.41842946 -0.08858338 -0.03124702]]',\n", + " 'About iptiQ

Become a part of a growing and dynamic entrepreneurial team within the established Swiss Re Group. iptiQ is a start-up unit, established to provide innovative protection solutions directly to consumers. Our team delivers the coordination, infrastructure and competences that are key to driving forward this new business; working closely with our partners and clients. Our mission is to reduce the protection gap by simplifying life insurance and making it more accessible to people. Our motto is \"now life is easier for everyone\". For us this means making life insurance easier to sell, to buy and to trust. About the Role You will join a team of software engineers for the technology platform within the iptiQ EMEA Technology & Operations department. This is a rare opportunity to join a new business unit within an established company; combining the dynamic spirit of a startup with the backing of Swiss Re\\'s strong organisation. As a software engineer, you will work closely in multi-functional teams to shape the technology platform that fulfill our business and product vision and ultimately bring value to our customers and partners by disrupting the traditional insurance proposition. This will require seeking complex problems within a distributed infrastructure by designing, implementing and testing simple, scalable, reliable and configurable solutions. Your responsibilities include: Design and implement new features and/or components within our platform and develop prototypes quickly to allow an iterative approach Deliver high-quality code, focusing on simplicity, performance, maintainability and scalability Optimise applications and components to maximize configurability, speed and efficiency, ease of development of new features and the ability to scale business processes Create common libraries and frameworks demonstrated across the platform to streamline development of complex applications End-to-end responsibility on the applications implemented, including automated testing, monitoring, identifying issues or bottlenecks and delivering improvements of the platform We are looking forward to working with you as a software engineer. You will report directly to the Head of Digital Innovation of iptiQ EMEA. About the Team iptiQ is a unit within the newly built Swiss Re Life Capital; established to deliver white-label life insurance solutions to be sold through partners, directly to consumers. iptiQ is young, motivated and technology driven team, organised to provide creative solutions for life insurance distributors across Europe that engage with consumers in non-traditional ways. Through our strong operational infrastructure, creative thinking, insurance know-how and ecommerce competences we want to drive the digitalization of the life insurance business in Europe. About you Qualifications: Proven software development capabilities, i.e. 5+ years hands-on experience as a full-stack developer. Experienced in the following languages and frameworks: Mandatory: Enterprise Java Desirable: JavaScript, TypeScript, Docker, React Optional: Camunda, Kafka, RestAssured, WireMock, OpenShift, AWS Experience with high-traffic micro services architectures and best practices around designing, scaling and monitoring concurrent systems (using different technologies and preferably RESTful APIs and message passing protocols) You carefully evaluate design trade-offs and strive for simple, elegant, algorithmically efficient solutions Your code is easy to read, test and re-use and you constantly improve quality over time You understand performance metrics, how to collect and use them to continuously improve performance, scalability and efficiency Experience in the design of data-models for relational and NoSQL data stores Experience in test-drive-development (TDD) and in the automated testing of APIs and user interfaces About you: Great team player: you collaborate effectively with team members, express technical leadership supporting your views and ideas while keeping open to different opinions, being fearless and always supplying to the overall growth of the team Open to pair programming and XP techniques Continuous learner who stays up-to-date with the latest trends and carefully vet with proper pragmatism and long-term vision the adoption of new technologies Master’s degree in computer science, engineering or equivalent working experience Ability to speak and write English fluently We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, or disability status.
Swiss Re',\n", + " '[\"Complex Problem Solving\", \"Leadership\", \"Coordinating\", \"Collaboration\", \"Infrastructure\", \"Operations\", \"Creative Thinking\", \"Reliability\", \"Innovation\", \"Creativity\", \"Written English\"]',\n", + " '[\"Disabilities\", \"Camunda\", \"Performance Improvement\", \"OpenShift\", \"NoSQL\", \"Test-Driven Development (TDD)\", \"Accessioning\", \"Computer Science\", \"Data Modeling\", \"Consumables\", \"Service-Oriented Architecture\", \"Automated Testing Framework\", \"Good Agricultural Practices\", \"Scholastic READ 180\", \"TypeScript\", \"Scale (Map)\", \"New Business Development\", \"Wiremock\", \"Prototyping\", \"Maintainability\", \"E (Programming Language)\", \"Test Automation\", \"Library\", \"Iterators\", \"Software Engineering\", \"Micro Channel Architecture\", \"React.js\", \"Message Passing\", \"Docker (Software)\", \"Concurrent Versions System (Software)\", \"Business Process\", \"Life Insurance Sales\", \"Equalization\", \"Digitization\", \"JavaScript (Programming Language)\", \"Performance Metric\", \"Scalability\", \"Information Technology Operations\", \"White Labelling\", \"Software Development\", \"Algorithms\", \"Java Enterprise Edition\", \"Operational Data Store\", \"Coloring\", \"Quality Improvement\", \"Pair Programming\", \"User Interface\", \"RESTful API\"]',\n", + " \"['English']\"],\n", + " ['97',\n", + " 'paid internship in information technology - data scientist -switzerland, 6 months (m/f)',\n", + " 'Geneva',\n", + " '',\n", + " 'www.pg.com',\n", + " '[[-1.46625876e-01 2.97089696e-01 5.98815024e-01 5.52584045e-02\\n6.63380027e-01 5.05736098e-03 4.31522243e-02 2.83696324e-01\\n5.46164811e-05 -3.58041972e-01 1.07462779e-02 -2.28334308e-01\\n-3.17019373e-02 2.05632702e-01 1.95266500e-01 5.14388084e-01\\n2.72215247e-01 6.76571280e-02 -1.62535056e-01 4.03577745e-01\\n8.36891234e-02 -1.76670998e-01 1.46190464e-01 7.74135113e-01\\n5.82006931e-01 1.19468421e-02 -1.48957238e-01 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have passion to transform P&G\\'s brand building while enabling better decision-making through advanced analytics and machine learning; enhance business results and improving consumer\\'s lives every single day? We are looking for Data Scientist Interns (Female or Male) 6-months - Based in Geneva CompensatedYour responsibilities will be:Get into the details on Marketing and Data Science, using artificial intelligence, data visualization and analytic engines, release business building insights, generating plans from our data to serve consumers worldwide in better way. You will learn through from data we generate from 1.5TB individual consumer touchpoints daily, and information on 500MM consumers\\' behaviors. You will answer business questions and propose solution for business problems by applying machine learning techniques and automatize analysis of consumer touch point information or other deep learning data, explore their patterns and recommend marketing activities.You will discover and invent next-generation business analytic tools for our category analysts and business partners, own our new applications from design-thinking up to user adoption.Full-stack development of innovative and creative tailor-made algorithms that will drive real-life business recommendation and activation, using your favorite tools or environment.Team up with technology partners to translate your innovations into robust, scaled, analytic solutions Collaborate actively and effectively with the data science team, other function\\'s partners and senior management to achieve your project\\'s objectives.Participate to P&G\\'s analytic capability program at different levels of skill and seniority To qualify for this role you should possess the following: Doing a Master Degree in a quantitative field (Operation Research, Computer Science, Engineering, Applied Math, Statistics, Analytics, Data Science, Life-science etc)Passion to try new things, learn quickly and work well with diverse backgrounds.Excellent interpersonal skills, self-motivated, dynamic and can-do attitudeEnthusiasm and curiosity about the intersection of business, technology and data.Very good English (written and oral) and you should have knowledge of Business Intelligence Tools such as KNIME, Tableau, SpotfireBig Data Ecosystem: Hadoop, Spark, MapReduce, SQL, HiveScientific Computing: R, Python, C++, Java, ScalaAdvanced Analytical models (Bayesian, Optimization (global, local, stochastic methods), Uncertainty Quantification, etc.) We offer: Competitive compensationOwn your responsibilities and project leadership as of day 1Dynamic, Diverse, Multi-cultural and Flexible working environment\\'Vibrant Living\\' offering on-site: Gym / Yoga / Sports-teams, Hair-Salon, Canteen, Agile workspace design, Flex-work arrangements possible and \"new-hire network activities\"Help with housing, subsidized meals, free public transport in Geneva and access to our company store, are some examples of our benefits.Equal Opportunities for everybody #WeSeeEqual #LikeAGirl #GABLE #P&GJob Location: Geneva, Petit-Lancy Due to legal restrictions, immigration sponsorship is available only for EU/EFTA nationalities. All candidate with non EU/EFTA nationalities are encouraged to check out opportunities in countries where they can obtain a work permit.Further helpful information to make the application process smooth: Just apply via clicking the button belowHave your CV in English ready to attachPlease note individual attachments cannot be larger than 500 KB ',\n", + " '[\"Self-Motivation\", \"Leadership\", \"Collaboration\", \"Planning\", \"Management\", \"Decision Making\", \"Innovation\", \"Creativity\", \"Curiosity\"]',\n", + " '[\"Business Analytics\", \"Tableau (Business Intelligence Software)\", \"Tooling\", \"Data Explorers\", \"Agility\", \"Accessioning\", \"Business Intelligence Tools\", \"Computer Science\", \"Life Sciences\", \"Analytics\", \"Consumables\", \"Statistics\", \"Bayesian Modeling\", \"Branding\", \"Business Partnering\", \"KNIME\", \"Activism\", \"MapReduce\", \"Python (Programming Language)\", \"Yoga\", \"Operations Research\", \"Levelling\", \"Translations\", \"Hostile Work Environment\", \"Business Intelligence\", \"Data Visualization\", \"Machine Learning Methods\", \"Data Science\", \"Uncertainty Quantification\", \"Release Engineering\", \"Equalization\", \"R (Programming Language)\", \"Artificial Intelligence\", \"Deep Learning\", \"Design Thinking\", \"Adoptions\", \"Public Transport\", \"Subsidized Housing\", \"Algorithms\", \"Business Technologies\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Touchpoint\", \"New Hire Orientations\"]',\n", + " \"['English', 'Haitian Creole', 'Yoruba']\"],\n", + " ['4',\n", + " 'business analyst - application support analyst',\n", + " 'Neuchâtel',\n", + " '',\n", + " '',\n", + " '[[-1.66816726e-01 2.85162449e-01 4.95247245e-01 -7.54986182e-02\\n5.17806172e-01 -1.34886459e-01 7.60038346e-02 4.32544142e-01\\n-8.29061940e-02 -4.25131202e-01 -2.95873592e-03 -1.83584690e-01\\n9.61176306e-02 2.15909109e-01 1.05633009e-02 3.52613240e-01\\n2.66447812e-01 1.37014166e-01 -1.48201928e-01 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Are you looking for you next challenging position? This opportunity is for you!Your challengesYou manage new applications and new functionalities in a manufacturing environment. You are in charge of lifecycle and support in manufacturing and application Level 2.Your skillsExperience in a validated environmentAt least 3-4 years' experienceExperience in application development lifecycle (supply chain)ITSM mandatoryGxP systems and computer validation systemMedical deviceLabelling systems a plusFrench and English mandatoryYour horizonsDo you think you have what it takes to face this challenge ? Don't hesitate to contact me on +41 58 233 27 08 or apply directly on this advert.About Spring ProfessionalAdvance your career, find a job that you love or discover a new opportunity for professional growth – we believe in these goals and work every day to help you achieve them. Spring Professional is a subsidiary of The Adecco Group specialising in temporary and permanent placement of qualified professionals.Find out what we can do for you. Apply for this job, or for one of over 500 other vacancies at SpringProfessional.chYour contactMadame Joanna Fumey, Recruitment Trainee, looks forward to answer your questions by phone +41 58 233 2706.You can apply directly online.JN -072019-296587\",\n", + " '[\"Positivity\", \"Management\", \"Professionalism\"]',\n", + " '[\"Application Development\", \"Validations\", \"Supply Chain\", \"Customer Support Analyst\", \"Application-Level Gateway\"]',\n", + " \"['English', 'Shona']\"],\n", + " ['75',\n", + " 'software security engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.36230105e-01 3.40883940e-01 2.81349361e-01 -5.84128685e-02\\n5.47161996e-01 -2.54661232e-01 1.41434878e-01 3.16309333e-01\\n4.87177633e-02 -3.90651971e-01 -1.82920620e-01 -1.13990486e-01\\n-1.21490248e-01 -7.10763875e-03 1.15474664e-01 3.96341264e-01\\n3.46896559e-01 4.84734140e-02 -1.74251467e-01 4.21952516e-01\\n7.64683634e-02 -1.49408370e-01 -8.72187540e-02 7.74587631e-01\\n3.13406676e-01 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-2.49246821e-01 -1.43534496e-01 5.95390126e-02]]',\n", + " 'Job Informationen You will work with other engineers to ensure that new features are designed, implemented and operated to the highest possible security standard. You will review designs, code, perform in-depth assessments and closely work with the engineers to resolve issues at a very detailed level. Further responsibilities include the engineering, implementation and monitoring of security tooling for automated monitoring, code review, security tests, scanning and much more - all to ensure the day-to-day operational security tasks are as automated as possible, enabling a deeper product security focus. You should be as comfortable reviewing code across multiple platforms as you are handling a security incident. Your passion for the field should see you keeping yourself up-to-date about the latest vulnerabilities, exploits and trends, as well as the latest countermeasures. Requirements University degree in Computer Science or Engineering, or equivalent experience A minimum 8 years of work experience Proficient in at least one of the top languages, particularly Go, Java or Python and be willing to learn more. You have experience with performing application code reviews, design reviews and penetration testing. Strong communication skills in verbal and written English and German (optional) Experience working with distributed systems Experience in penetration testing web-based apps, mobile apps and back-end infrastructure Experience implementing modern-day cryptosystems Problem solving skills and ability to work under pressure Benötigte Skills JAVA Go Python Security',\n", + " '[\"Verbal Communication Skills\", \"Infrastructure\", \"Problem Solving\", \"Operations\", \"Written English\"]',\n", + " '[\"Distributed File Systems\", \"Automation\", \"Tooling\", \"Cryptosystem\", \"Security Testing\", \"Computer Science\", \"Automated Code Review\", \"Mobile App\", \"Python (Programming Language)\", \"Levelling\", \"Code Review\", \"Penetration Testing\", \"Operations Security\", \"Design Codes\", \"Design Review\", \"Exploitation\", \"Vulnerability\", \"Back End (Software Engineering)\", \"Cyber Security Standards\", \"Java (Programming Language)\"]',\n", + " \"['English', 'Zhuang', 'Kanuri', 'Aragonese', 'Sundanese']\"],\n", + " ['16',\n", + " 'software engineer (position keeping)',\n", + " 'Zürich',\n", + " 'Enterprise Software & Network Solutions',\n", + " 'www.avaloq.com',\n", + " '[[-2.00253054e-01 2.56725699e-01 5.41780770e-01 1.75821991e-03\\n6.37378335e-01 -1.04170382e-01 -1.41443953e-01 3.36291552e-01\\n4.73299511e-02 -3.86223912e-01 -9.24882665e-02 -2.22091779e-01\\n-5.11610657e-02 8.25501010e-02 5.00927716e-02 2.74111688e-01\\n3.84074479e-01 9.62766334e-02 -1.62377097e-02 3.53015929e-01\\n-9.56607461e-02 -7.12777674e-02 2.28637919e-01 7.16766953e-01\\n2.95270681e-01 1.58153847e-02 -2.89820302e-02 9.78332385e-02\\n-1.86303765e-01 -2.61680901e-01 4.63883519e-01 1.39251798e-01\\n-1.14017770e-01 -4.11439210e-01 1.05947703e-01 1.25802327e-02\\n-1.97914332e-01 -5.92882782e-02 -1.81843191e-01 7.56517053e-02\\n-3.72939497e-01 -1.64551973e-01 -5.02287298e-02 2.99674440e-02\\n-3.19385767e-01 -3.25118363e-01 4.09052595e-02 -1.09895587e-01\\n1.43684015e-01 6.73452020e-03 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Together. Avaloq is a value-driven fast-paced fintech company and we are committed to develop the banking technology of tomorrow. Leading banks and wealth managers in all major financial centres rely on our software and services, and this unique community grows every day. Your team When you buy shares, take out a loan, withdraw money from an ATM or perform some other financial transaction, there is a good chance that you have used our software. We implement the technical banking framework which manages how financial systems keep track of financial transactions and positions. We are looking for a motivated software engineer who is interested in the banking business and challenging technical problems. We want you to join us to build on the best banking software product on the market. As a member of the development team Subledger and Position Keeping, you will be part of a group of highly skilled, motivated and dynamic people that are responsible for very central parts, such as the whole position keeping for varied financial products, within the Avaloq Banking Suite. We will place a large amount of trust in you and give you the freedom to help us shape the core banking technical framework on which the rest of the company is based. The company’s non-hierarchical structure will put you in contact with a wide range of industry experts. Along with these experts, external partners and customers will constantly help and challenge you to improve your knowledge of how to create great software and of the business which it serves. Together with our software professionals you analyse customer requirements and drive the design of new functionalities or the enhancement of existing features. The Avaloq Banking Suite is one of the largest PL/SQL applications in the world. Development takes place in our integrated development environment - a customized Eclipse platform, which is tightly integrated with a build automation and delivery system, allowing a standardised and automated process to be followed. Your mission Drive the design of new products and functionality in collaboration with the business analysts, product owners, software architects and fellow developer Analyse and implement customer requirements Maintenance of existing functionality Work in an Agile environment, helping us to improve our processes Provide support to other development teams (some in other international locations) that need to modify/use the software that is under your care Technical support of customer projects (new implementation of the Avaloq Banking Suite or upgrades) Work on interdisciplinary innovation projects Extension of Avaloq’s standard product configuration (Avaloq Banking Reference). Development of automated tests) What you need A university degree in computer science, business informatics, computer/electronic engineering or equivalent experience Open minded, team oriented and communicative Eager to learn and take on new challenges Solid knowledge of software engineering Experience in development of complex applications Interested in the banking business Strong written and spoken English language skills You will get extra points for the following Strong analytical and problem-solving skills and the ability to think abstractly is a strong plus Knowledge of SQL/relational database systems Experience with PL/SQL Basic understanding of double entry bookkeeping German language Now let’s talk about perks and compensation With our compensation model, we want to share the success of the company with all our employees. We offer competitive base salaries and if you prove yourself as a super-star, you might be entitled to an extraordinary achievement reward. Place of work Zürich Don’t be shy – apply! Avaloq Evolution AG Alina Tauscher, Talent Acquisition Professional Allmendstrasse 140 - 8027 Zürich - Switzerland www.avaloq.com/en/open-positions Please only apply online. Note to Agencies: All unsolicited résumés will be considered direct applicants and no referral fee will be acknowledged.',\n", + " '[\"Writing\", \"Team Oriented\", \"Professionalism\", \"Motivational Skills\", \"Management\", \"Problem Solving\", \"Communications\", \"Integration\", \"Innovation\", \"Positivity\"]',\n", + " '[\"PL/SQL\", \"Automation\", \"EN 1993 Building Codes\", \"Agility\", \"Development Environment\", \"Computer Science\", \"Analytics\", \"Building Automation\", \"Industrialization\", \"Wealth Management\", \"Product Configuration\", \"Electronic Engineering\", \"Talent Acquisition\", \"Component Object Model (COM)\", \"Track (Rail Transport)\", \"Bookkeeping\", \"Eclipse (Software)\", \"Business Informatics\", \"Software Engineering\", \"Technical Support\", \"Software Product Management\", \"Library For WWW In Perl\", \"Database Systems\", \"Banking Software\", \"Build Automation\", \"Financial Transaction Tax\", \"Banking\", \"Relational Databases\", \"Loans\", \"New Product Development\", \"SQL (Programming Language)\", \"Financial Systems\", \"Integrated Delivery Systems\", \"Customer Requirements Analysis\"]',\n", + " \"['English', 'Sundanese', 'Zhuang', 'Church Slavonic', 'Inuktitut']\"],\n", + " ['57',\n", + " 'data scientist',\n", + " 'Basel',\n", + " '',\n", + " '',\n", + " '[[-1.74159169e-01 3.37610811e-01 6.32986605e-01 -1.04096882e-01\\n5.10776281e-01 -1.76928371e-01 1.23440638e-01 3.22047621e-01\\n-2.33702168e-01 -3.37552518e-01 -1.90123260e-01 -2.75692314e-01\\n7.80085241e-03 7.53872395e-02 1.09145135e-01 3.93530756e-01\\n3.25709432e-01 6.66375384e-02 -1.34673268e-01 2.74409086e-01\\n1.91011846e-01 -4.79138009e-02 1.01544745e-01 6.11031294e-01\\n5.03775716e-01 -2.43258756e-02 -1.26253977e-01 1.90617010e-01\\n-2.13395208e-01 -2.97951698e-01 4.78870898e-01 7.68620595e-02\\n-1.54280111e-01 -8.58569890e-02 1.20153680e-01 1.32139876e-01\\n-1.98134676e-01 -1.18758297e-02 -1.84955318e-02 8.06215107e-02\\n-3.25358719e-01 -6.90306362e-04 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This role is permanent position based in Basel Canton. Your Role: Design & implement Predictive Analytics & Data Science applications. Look for solutions for the analysis & visualization of data for different problems. Act as a business enabler & advise departments on technology, methodology & operationalization. Partake in the development of new ideas & areas of application. Your Skills: Several years of professional experience as a Data Analyst or Data Scientist. Experience in the application & communication of machine learning algorithms or deep learning (e.g. GLMs, Random Forests, Support Vector Machines, Neural Networks). Sound experience in dealing with complex data structures. Good knowledge of relevant tools (R or R Studio, SQL, Python) & common BI tools (SAS VA, SAS EG, DataRobot). Your Profile: Completed University Degree with quantitative orientation (mathematics, statistics, business informatics). Very good understanding of overall corporate relationships. Strong analytical & conceptual skills & highly team & customer-oriented. Open, creative & innovative with a high level of self-initiative. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers',\n", + " '[\"Communications\", \"Creativity\", \"Innovation\", \"Positivity\"]',\n", + " '[\"E-Learning Development\", \"Tooling\", \"Advising\", \"Analytics\", \"SAS (Software)\", \"Business Statistics\", \"Mathematical Statistics\", \"Visualization\", \"Python (Programming Language)\", \"Random Forest Algorithm\", \"Business Informatics\", \"Machine Learning Methods\", \"Data Science\", \"Operationalization\", \"Conceptualization\", \"Machine Learning Algorithms\", \"R (Programming Language)\", \"Deep Learning\", \"Receivables\", \"Data Structures\", \"Predictive Analytics\", \"Algorithms\", \"Support Vector Machine\", \"SQL (Programming Language)\", \"Acceptance and Commitment Therapy (ACT)\"]',\n", + " \"['English', 'Afar']\"],\n", + " ['87',\n", + " 'data scientist',\n", + " 'Geneva',\n", + " '',\n", + " '',\n", + " '[[-1.59030765e-01 3.05771738e-01 5.39892972e-01 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6.66301772e-02\\n-3.27497721e-02 3.94575268e-01 9.35088024e-02 6.05378747e-02\\n3.99799466e-01 -1.10708326e-02 -2.55383015e-01 -2.16320395e-01\\n-2.32584447e-01 -1.71583980e-01 -7.31828436e-03 -5.69336824e-02\\n2.30353102e-01 -3.11911047e-01 -1.28770679e-01 -1.94872081e-01\\n-9.02821422e-02 -4.46041435e-01 -3.26940343e-02 -9.28692371e-02]]',\n", + " \"Open Web Technology is a technology and strategy consulting firm. We help our clients leverage new technologies to reshape their business, invent new products or transform their organization. With a large growth every year and now over 150 employees, we're a fast growing and highly connected team. Beginning of 2016, we created together with Swisscom Entreprise the joint venture Swisscom Digital Technology SA. Operating under the Open Web Technology brand, it is our goal to become a leading provider of digital transformation consulting services for large companies in Switzerland in the Telecommunications, Banks, Insurances, Media, Healthcare and Consumer Goods industries. Learn more about us at https://www.openwt.com/ Open Web Technology has an opening for a Data Scientist that will join our Team in Geneva. You bring value out of data. You enthusiastically fetch information from various sources and analyze it for better understanding about how the business performs and build AI tools that automate certain processes within the company. You help discover the information hidden in vast amounts of data, and help making smarter decisions. The main focus will be in applying machine learning and data mining techniques, doing statistical analysis, and building high quality prediction systems integrated with our clients products or processes. What responsibilities we can offer you Select features and data to build and optimize classifiers using i) machine learning techniques ii) data mining methods Extend the project’s data with third party sources of information when needed Enhance data collection procedures to include information that is relevant for building analytic systems; Automate and integrate work-/data-flow from diverse systems. Process, cleanse, and verify the integrity of data used for analysis Apply state-of-the-art neural network/deep learning algorithms if suitable in a project context Contribute to the creation of an AI value proposition at Open Web Technology and to the acquisition of new clients thanks to a clear value proposition definition Requirements What you bring At least three years experience working as a Data Scientist in a similar environment Master degree (or ongoing Master/PhD) in one of Europe’s leading universities in one of the following fields: Statistics, Mathematics, Data Mining, Computer Science, Computational Linguistics or related Ability to learn fast, take initiative, lead oneself and work independently with minimal management direction. Able and willing to acquire new skills Above-average communication and analytical skills. Independent resolution of complex tasks Dynamic, dedicated and a demanding team player Solid understanding of the main machine learning methods (supervised and unsupervised learning), and optimization techniques. Experience with data visualisation tools, such as ggplot, tableau, etc... Proficiency in using SQL databases such as MySQL, Microsoft SQL, MariaDB, etc… Experience with NoSQL databases such as MongoDB, Cassandra, etc… Experience in text analytics and Natural Language Processing (text classification, NER, topics mining, sentiment analysis) Understanding of state-of-the-art deep learning techniques. Experience working with one or more frameworks such as TensorFlow, Torch, Caffe, Theano, Keras etc. Fluency in English; French and German a plus Benefits Why join Open Web Technology? From your first day, you will actively contribute to the digitalization of Switzerland by serving local and global companies. From digital strategy to complex software engineering, you will help our clients reshape their business, invent new products and transform their organization using the latest technologies. You will take part in every step of our clients' digital journey and work for industries including finance, healthcare, telecommunication, media and many others. More than the diverse projects you will be part of, becoming an Openwebber will make you feel valued, stimulated and encouraged in a passionate, focused and creative team. Can we spark your interest? We look forward to receiving your application!\",\n", + " '[\"Analytical Skills\", \"Decisiveness\", \"Management\", \"Supervision\", \"Communications\", \"Operations\", \"Integration\", \"Creativity\", \"Sourcing\", \"Consulting\"]',\n", + " '[\"Automation\", \"MySQL\", \"Sentiment Analysis\", \"Tooling\", \"Tableau (Business Intelligence Software)\", \"NoSQL\", \"Apache Cassandra\", \"Hyper SQL Database (HSQLDB)\", \"Natural Language Processing\", \"Theano (Software)\", \"Computer Science\", \"Analytics\", \"Statistics\", \"Machine Learning\", \"Branding\", \"Process Automation Systems\", \"Industrialization\", \"Mathematical Statistics\", \"Value Propositions\", \"Activism\", \"Open Web\", \"Component Object Model (COM)\", \"Digital Transformation\", \"Systems Integration\", \"MariaDB\", \"Keras (Neural Network Library)\", \"Quality Management Systems\", \"Software Engineering\", \"Data-Flow Analysis\", \"Machine Learning Methods\", \"Computational Linguistics\", \"Digital Technology\", \"Library For WWW In Perl\", \"Finance\", \"Digitization\", \"Bank Insurance Model (BIM)\", \"TensorFlow\", \"Deep Learning\", \"Data Mining\", \"Java Data Mining\", \"Receivables\", \"Consumer Packaged Goods\", \"Recurrent Neural Network (RNN)\", \"Text Classification\", \"Algorithms\", \"Data Collection\", \"Microsoft SQL Servers\", \"New Product Development\", \"Telecommunications\", \"Unsupervised Learning\", \"Feature Selection\", \"Joint Ventures\", \"Text Processing\", \"Integrated Delivery Systems\"]',\n", + " \"['English', 'Maori', 'Swati', 'Panjabi']\"],\n", + " ['39',\n", + " 'junior software engineer (java/.net)',\n", + " 'Bern',\n", + " 'IT Services',\n", + " '',\n", + " '[[-1.58827543e-01 2.78695405e-01 4.78867859e-01 -1.40555575e-01\\n4.73880589e-01 -2.29799300e-01 1.18673015e-02 5.41712344e-01\\n-1.29821241e-01 -4.76364672e-01 -1.58624187e-01 -1.81938067e-01\\n4.80378605e-02 7.95653313e-02 2.17752740e-01 3.67459863e-01\\n4.41360325e-01 7.91803077e-02 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In this role Develop innovative web and mobile applications, using state-of-the-art tools and agile methodologies. Work closely with a multidisciplinary team of business analysts, architects and developers. Be involved in the complete project lifecycle, from requirements analysis to final delivery. What we offer A dynamic work environment with a young and highly motivated team. Ample opportunities to expand your knowledge and experience by working on a broad range of exciting projects, customers and technologies. Attractive prospects for career and personal development through training and coaching. A flat hierarchy and a culture of collaboration across all disciplines. The chance to make a difference in peoples’ life by building great software. About your profile You hold a MSc or BSc from a leading university or institute of technology. You already have some experience in developing Java or .Net applications from internships or course-related activities. You are passionate about technology and software engineering. You are familiar with the fundamentals of underlying technologies such as web-based user interfaces, relational and non-relational databases, application security, and communication protocols. You have a good command of English and either French or German (depending on working location). For Zurich and Bern you have very good language skills in German and English. For Lausanne and Geneva you have very good language skills in French and English. For Granada you have very good language skills in English.',\n", + " '[\"Collaboration\", \"Innovation\", \"Team Motivation\"]',\n", + " '[\"MSC Software\", \"Database Application\", \"Tooling\", \"Hostile Work Environment\", \"Relational Databases\", \"Requirements Analysis\", \"Agile Methodology\", \"Application Security\", \"Personality Development\", \"Communications Protocols\", \"Java (Programming Language)\", \"Mobile Application Software\", \"User Interface\", \"Software Engineering\", \"Finalization\"]',\n", + " \"['English', 'Arabic']\"],\n", + " ['75',\n", + " 'database engineer (m/f)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.70764947e-01 3.80482614e-01 4.18749332e-01 9.27205384e-02\\n5.02905071e-01 -1.98723689e-01 4.03951481e-03 2.72517890e-01\\n-7.10982308e-02 -2.41693258e-01 -6.16132170e-02 -4.16763760e-02\\n-6.36384077e-03 8.13919604e-02 1.72464192e-01 4.24755275e-01\\n3.09276372e-01 5.89461923e-02 1.49260964e-02 2.67620534e-01\\n1.34396106e-01 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-2.14440331e-01\\n-1.69417113e-01 -2.58702189e-01 -2.00911481e-02 -1.78634003e-02]]',\n", + " 'Job Informationen In this role you will be performing the following activities: - Develop and implement Oracle database related solutions - Database Performance-analysis, -tuning and problem monitoring - Keeping the Patch-Level of Databases, Oracle- Cluster ware and Database Machines up to date. - Maintain the availability of our database HA solutions in Dataguard and RAC configurations - rman backup/recovery configuration, execution and monitoring - Administer Linux machines Our requirements: - At least 5 years’ experience in Oracle Database administration and -tuning - Experience in Linux administration - Expert skills in several of these technologies: Oracle RAC, Data Guard, Golden Gate, RMAN, OEM - Work-experience with Oracle ODA - Good communication and documentation skills - Customer Orientation, capability of working independently and flexibility - English and German are mandatory Benötigte Skills Englisch Oracle Linux',\n", + " '[\"Communications\"]',\n", + " '[\"Oracle Autonomous Database\", \"Oracle Linux\", \"Executable\", \"Database Administration\", \"Linux Administration\", \"Activism\", \"Linux\", \"Maintainability\", \"Machining\", \"Performance Analysis\", \"Oracle Databases\", \"Oracle Rac\", \"Recovery Manager (RMAN)\", \"Guarding\"]',\n", + " \"['English', 'Malay', 'Tagalog', 'Scottish Gaelic']\"],\n", + " ['38',\n", + " 'data scientist',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.03343868e-01 2.30763748e-01 5.38993478e-01 4.34119478e-02\\n5.34979820e-01 -3.87130156e-02 -4.73924242e-02 2.99967110e-01\\n5.45151979e-02 -4.72891748e-01 -3.38513441e-02 -2.34363019e-01\\n-3.71357948e-02 1.22097448e-01 2.06475183e-01 5.27176976e-01\\n2.40563542e-01 1.57984551e-02 -9.60903391e-02 4.04276520e-01\\n1.24177679e-01 -1.25039771e-01 1.65932745e-01 7.62462139e-01\\n5.29685259e-01 -8.97750445e-03 -1.24191806e-01 -4.64070216e-02\\n-2.87370294e-01 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new data platform from start? Furthermore, do you want to work with world’s biggest Language Company in the world? Then please read on! We are looking for a Data Scientist to be based in our headquarters in Zurich, Switzerland. EF International Language Campuses is building a new data platform and is looking for new T-profiles, combining general and in-depth technology skills, to join the team to build the future of data processing at EF. The role Work with large complex data sets to solve difficult, non-routine analysis problems applying advanced analytical methods as needed Conduct end-to-end analysis including data gathering and requirements specification, processing, analysis, ongoing deliverables and presentations Make business recommendations with effective presentations of findings at multiple levels of stakeholders through use of visual displays of quantitative information Collaborate with business customers to understand needs, recommend strategy enhancements and deploy predictive analytics across multiple platforms Develop, consult on, deploy and analyse testing strategies to leverage learnings for future business endeavours Present technical issues to non-technical audiences You will work in a highly international company with development offices in Zurich, London, Shanghai, Boston and Bangalore Your profile You are curious and want to stay on top of new technologies You have an entrepreneurial drive and focus on progress and results You are a team-player and have an agile mind-set You are hands-on with an attention to details and quality Requirements Bachelor / Master / PhD degree in Math, Statistics, Physics, CS, or other quantitative disciplines Experience articulating business questions, using mathematical techniques to arrive at an answer using available data, and translating technical/analysis results into business recommendations Extensive experience with programming/analytical tools (Python, R, Julia, etc.) Experience cleaning and processing data (structured, unstructured) Experience with data visualization tools (Qlik, PowerBI, D3, etc.) Experience with data querying tools (SQL, DB2, Hive, Pig etc.) Excellent communication (written and verbal), presentation, and facilitation skills Ability to manage multiple goals and deadlines Fluency English About Us EF Education First is a global education company focusing on language, academic, cultural exchange, and educational travel programs. We are 52,000 staff, faculty and teachers, working in over 612 offices and schools across 52 countries, and having a global presence in 116 countries. While we continue to grow, we strive to stay small so as to ensure agility, smart thinking and a fun place to work. For the past 53 years, EF has grown to include a range of programs that give students of all ages the freedom and confidence to explore the world through language, travel and education. EF is committed to safeguarding and promoting the welfare of children and young adults and expects all staff and volunteers to share this commitment. References will be followed up and will ask specifically whether there is any reason that the applicant should not be engaged in situations where they have responsibility for, or substantial access to, persons under 18. Upon interview all gaps in CVs must be explained satisfactorily and proof of identity and, where applicable, qualifications will be required. Appropriate suitability checks and Garda Vetting will be conducted prior to confirmation of appointment.',\n", + " '[\"Collaboration\", \"Management\", \"Articulation\", \"Presentations\", \"Written Communication\", \"Consulting\"]',\n", + " '[\"Julia (Programming Language)\", \"Tooling\", \"Agility\", \"Programming (Music)\", \"Analytics\", \"Scholastic READ 180\", \"Visualization\", \"Requirements Specifications\", \"Python (Programming Language)\", \"Levelling\", \"D3.js\", \"Test Strategy\", \"Process Analysis\", \"DB2 SQL\", \"Technical Translation\", \"Data Visualization\", \"Apache Hive\", \"Personalization\", \"Cultural Exchange\", \"R (Programming Language)\", \"Young Adult Literature\", \"Electronic Data Processing\", \"Statistical Physics\", \"Technical Analysis\", \"Data Structures\", \"Predictive Analytics\", \"Data Management Platforms\", \"Data Processing\"]',\n", + " \"['English', 'Assamese', 'Amharic']\"],\n", + " ['78',\n", + " 'data science support (m/f/d) 80%',\n", 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4.24107790e-01 -2.89709508e-01 -1.78466812e-01\\n-2.09643975e-01 2.59959042e-01 -1.39734179e-01 3.53505984e-02\\n-1.43826276e-01 4.34967756e-01 2.37054244e-01 4.38335016e-02\\n3.85028005e-01 -3.62493470e-02 -1.86462611e-01 -1.50911972e-01\\n-2.36064956e-01 -3.10038149e-01 4.92999479e-02 -4.00034413e-02\\n1.33595288e-01 -3.83559704e-01 -8.59049633e-02 -1.85931802e-01\\n-9.34243575e-02 -4.32149053e-01 -1.32399768e-01 1.03199765e-01]]',\n", + " 'For our client, an international pharmaceutical company, we are in search for a Programmer (Data Science Support). What the company offers you: You will support scientists by building and deploying modeling and simulation user-friendly applications through digital tools An international environment Large and diverse infrastructure Competitive salary Contract till 31.07.2020 with a possibility of extension Your responsibilities: Using programming expertise to develop tailor-made software solutions based on various programming languages (e.g. JavaScript, C#, php, python etc.) Supporting and being responsible for defined system administration activities on an allocated/defined system or environment Supporting operational requirements of defined areas of the business e.g. troubleshooting and migration to new versions Writing all required documentation (e.g. user guides, etc.) Tracking, troubleshooting and resolving systems related issues Applying and writing appropriate testing procedures and scripts Your profile: Being proficient in one or more programming language / environment, including HTML, CSS, JavaScript, .NET (C#), SQL, Python, vba macros (MS Office) Being familiar with Frameworks/applications: Svelte, React, Git (gitbucket), VS code Strong interpersonal communication skills and ability to manage in a dynamic, ever-changing working environment Fluent English (oral and written) Welcome to nemensis! We look forward to getting to know you!',\n", + " '[\"Writing\", \"Infrastructure\", \"Friendliness\", \"Interpersonal Communications\", \"Management\", \"Operations\", \"Troubleshooting (Problem Solving)\"]',\n", + " '[\"Tooling\", \"KM Programming Language\", \"Programming (Music)\", \"Cascading Style Sheets (CSS)\", \"Integrated Language Environments\", \"Activism\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Tracking (Commercial Airline Flight)\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"PHP (Scripting Language)\", \"Web Application Frameworks\", \"React.js\", \"Data Science\", \"Project-Based Solutions\", \"C# (Programming Language)\", \"Digitization\", \"JavaScript (Programming Language)\", \"User Guide\", \"Simulations\", \"Pharmaceuticals\", \"Macros\", \"Svelte (Software)\", \"System Administration\", \"Scripting\", \"Git Flow\", \"SQL (Programming Language)\", \"E-Business\"]',\n", + " \"['English', 'Kikuyu', 'Esperanto']\"],\n", + " ['84',\n", + " 'data management software engineer',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-3.70292574e-01 2.81326264e-01 5.57755888e-01 -1.05053246e-01\\n4.39890504e-01 -1.87018290e-01 -2.12570298e-02 1.82688296e-01\\n-1.11956023e-01 -2.71211058e-01 -6.09315820e-02 -2.72902936e-01\\n-1.56906664e-01 4.73471079e-03 2.16479912e-01 5.41969240e-01\\n2.12923542e-01 6.95028827e-02 -2.96415985e-01 3.37609589e-01\\n1.24483429e-01 -7.90992752e-02 1.05031012e-02 6.93491995e-01\\n4.42851573e-01 -5.01158126e-02 -9.53608975e-02 -1.98568478e-02\\n-3.66580039e-01 -2.78387070e-01 4.37171996e-01 3.30377854e-02\\n-1.42621577e-01 -2.60440350e-01 9.61181894e-02 3.09303794e-02\\n-1.77142277e-01 -7.05773458e-02 3.99670117e-02 1.64713264e-01\\n-4.21976060e-01 -2.00841635e-01 2.26881467e-02 1.26410648e-02\\n-2.82974273e-01 -3.59689742e-01 -1.15469299e-01 -8.91362950e-02\\n6.67788535e-02 2.01953575e-02 -5.58817029e-01 3.60430270e-01\\n-3.72531027e-01 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modeling, metadata management, data standardization and master & reference data management Being part of the development team supporting the Risk Modelling Platform generic components underpinning a range of business critical capital modelling applications Supporting incident resolution; working with the BUs to mitigate associated impacts Ihr Profil University level education, e.g. Computer Science, Computer Engineering, or Engineering Discipline 10+ years of experience in enterprise-grade software development 10+ years of experience with C# .NET framework development High degree of customer focus & end-to-end solution delivery attitude Proficiency in C# and object-oriented programming concepts, enjoys writing clear, maintainable code, tests and documentation Familiarity with enterprise application architecture patterns (concurrency models, unit-of-work etc.), transactional processing, domain driven design, REST APIs and service oriented architecture including solid skills in managing complexity with decoupling and dependency injection Knows how to approach a problem statement, steer the requirements engineering and drive the technical solution design Experience in the data management domain (metadata, master & reference, data quality, etc.) are a plus Has excellent communication skills, both written and oral, able to interact with different management levels Fluent in written & spoken English, German is a plus Ihre Chance Did you get your attention and you are looking for a new challenge? Then send your complete application documents to jobs@oneagency.ch Ort: Zürich Spezialisierung: C# / C++ / C .NET Entwicklung Sprachen: Deutsch Englisch Job ID: 7357',\n", + " '[\"Writing\", \"Management\", \"Integration\"]',\n", + " '[\"Code Testing\", \"Reference Data\", \"Mitigation\", \"Tooling\", \"Capitalization\", \"Interactivity\", \"Computer Science\", \"Metadata\", \"Data Management\", \"Data Modeling\", \"Service-Oriented Architecture\", \"Build Time\", \"World Wide Web\", \".NET Framework\", \"Service Level Management\", \"E (Programming Language)\", \"Levelling\", \"Applications Architecture\", \"Concurrency Pattern\", \"Programming Concepts\", \"C (Programming Language)\", \"Domain Driven Design\", \"Application Portfolio Management\", \"C# (Programming Language)\", \"Dependency Injection\", \"Solution Delivery\", \"Requirements Engineering\", \"Clinical Data Management\", \"Capability Development\", \"Computer Engineering\", \"Technical Solution Design\", \"Transaction Processing (Business)\", \"Software Development\", \"Solution Design\", \"Metadata Modeling\", \"Maintaining Code\", \"RESTful API\"]',\n", + " \"['English', 'Mongolian', 'Armenian', 'South Ndebele', 'Maltes']\"],\n", + " ['117',\n", + " 'data scientist',\n", + " 'Lausanne',\n", + " '',\n", + " '',\n", + " '[[-1.98490053e-01 1.68447852e-01 5.34035742e-01 1.06047787e-01\\n5.86748719e-01 -1.64473459e-01 -1.20681524e-02 3.75144809e-01\\n3.11087854e-02 -4.82621431e-01 1.08029217e-01 -2.64965594e-01\\n-4.24936302e-02 1.79403901e-01 4.39701453e-02 4.36141640e-01\\n1.80472717e-01 8.43676999e-02 -1.63410068e-01 3.29295218e-01\\n1.13052651e-01 -1.84331536e-01 1.54782996e-01 8.92038584e-01\\n4.35893834e-01 2.22152937e-02 -1.08888783e-01 -5.51389158e-03\\n-1.97020054e-01 -1.57019198e-01 5.22132397e-01 2.31429040e-02\\n-2.02051908e-01 -4.68408644e-01 1.68216944e-01 1.09614417e-01\\n-2.70741880e-01 -9.14032832e-02 -5.62994629e-02 2.48039246e-01\\n-6.21851087e-01 -1.67824715e-01 -4.63125668e-02 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2.95824349e-01 -1.54211283e-01 -2.94568222e-02\\n-1.61088258e-01 -4.97217685e-01 1.97504610e-01 -1.72420919e-01\\n-2.45600611e-01 5.09801134e-02 2.04261571e-01 1.16024092e-01\\n-2.94619024e-01 8.77607614e-03 -1.22478306e-01 1.52068555e-01\\n-1.43381581e-01 2.22774521e-01 -3.56514901e-02 -2.75545478e-01\\n-2.92736769e-01 1.29977956e-01 -1.19818397e-01 2.06783414e-01\\n8.01312923e-02 3.69586587e-01 5.04262745e-02 4.83560152e-02\\n5.57063341e-01 -4.65005934e-02 -2.53236681e-01 -2.53618389e-01\\n-1.51917458e-01 -1.08010136e-01 -1.65727615e-01 -5.30804787e-03\\n2.03608751e-01 -4.56284881e-01 2.78644115e-02 -1.29650235e-01\\n-6.48330152e-02 -4.08598959e-01 2.67550573e-02 -1.88246176e-01]]',\n", + " 'Headquartered in Switzerland with additional offices in Toronto and London, SwissBorg aims to fundamentally change the way individuals manage their wealth. As a product obsessed team, we believe that advanced technology combined with an intuitive user experience will empower people to invest with more freedom, confidence, and belief. In 2018, we successfully raised funds from over 23,800 global participants who share our vision of a wealth management industry with more community-centric values. We are now working towards the next phase of disruption. In Q4 of 2019, individuals across the globe will have the opportunity to purchase digital assets such as Bitcoin at the best prices, and become members of our ecosystem to unlock first of its kind investment features. Your Mission: Data sits at the heart of what we do, and you’ll play a crucial role in helping our teams to build personalized customer experiences, track metrics, optimize processes, enhance our products, and everything in-between. As a data scientist, you will be one of the first members of our growing world-class data team with an impact across all business lines. We’ll give you the tools and autonomy to build the data structures & solutions that will fundamentally underpin all operations at SwissBorg. If you’re looking to explore uncharted territory in the digital assets space with a team that thinks long term, has an agile mindset, and wants to challenge the old-school money managers let’s chat! What You’ll Be Doing Develop statistical analysis, and models and apply them to solve real problems Build and deploy algorithms for anomaly detection, forecasting and churn prediction based on users behavior Work with our product & marketing teams to guide product & marketing decisions through data-based recommendations Define and report on metrics and KPIs Automate analysis and data pipelines while ensuring our data infrastructure is set up for scale What You Might Look Like Masters or PhD degree in math, statistics, physics, computer science, or related fields Expertise in a variety of data manipulation tools and programming languages (Python, SQL) Strong experience and theoretical knowledge in machine learning, prediction algorithms for classification and study of time series Track record in product analytics and experience to make decisions autonomously Outstanding communications and collaboration skills working cross-functionally Past experience building and working with AWS as well as building and maintaining databases Knowledge of Keras, Tensorflow library, SageMaker, and SDK a plus Benefits Being part of the lifetime opportunity to launch a product at scale Get in on the ground floor as a pioneer in the fast paced fintech/blockchain space Salary and competitive bonus based on our meritocratic system Continuous opportunities to learn, grow fast, and create alongside an experienced team of financial experts, engineers, scientists, designers, and marketing gurus Excellent benefits (health, etc…) Standard 5 weeks vacation Centrally located office in a beautiful historic building.',\n", + " '[\"Decisiveness\", \"Collaboration\", \"Management\", \"Communications\", \"Operations\"]',\n", + " '[\"AWS SageMaker\", \"Automation\", \"Tooling\", \"Agility\", \"KM Programming Language\", \"Health Care Benefits\", \"Blockchain\", \"Computer Science\", \"Analytics\", \"Prediction\", \"Industrialization\", \"Wealth Management\", \"Scale (Map)\", \"Data Manipulation\", \"Python (Programming Language)\", \"Bitcoin\", \"Track (Rail Transport)\", \"Maintainability\", \"Data Pipeline\", \"Library\", \"Money Management\", \"Keras (Neural Network Library)\", \"Investments\", \"Process Optimization\", \"Machine Learning Methods\", \"Purchasing\", \"Physical Computing\", \"Time Series\", \"Personalization\", \"Digital Assets\", \"TensorFlow\", \"Statistical Physics\", \"Phase (Waves)\", \"Flooring\", \"Unlocker\", \"Data Infrastructure\", \"Data Structures\", \"Data Class\", \"Forecasting\", \"Algorithms\", \"Customer Experience\", \"Additives\", \"User Experience\", \"Anomaly Detection\", \"Long-Term Potentiation\", \"Advanced Imaging Technology\"]',\n", + " \"['English', 'Telugu', 'Norwegian', 'Valencian']\"],\n", + " ['74',\n", + " 'junior software engineer',\n", + " 'Münchenstein',\n", + " 'Enterprise Software & Network Solutions',\n", + " 'www.magnolia-cms.com',\n", + " '[[-1.60679221e-01 3.68930846e-01 4.16745067e-01 -3.88244018e-02\\n4.15491134e-01 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You’ll develop on the heart of the Magnolia core in a group of awesome colleagues and help shape the future of it. Working closely together with all other developers as well as product management, user experience, and support is key. If you're ready to strive to create value in newer ways and to really think outside of the box you're the perfect match for us. Your Responsibilities Develop new features for Magnolia and assure they comply with our quality standards Maintain the core content management functionality: from the user interface to rendered content including the template system, resources, and integration with front-end technologies. Facilitate collaboration with other engineers, product owner, and designers to solve interesting and challenging problems Deal with and improve dependency management, source control, issue tracking tools, and testing frameworks we use Spread and develop YOUR ideas What you ideally offer Bachelor degree in Computer Science or equivalent Smart, knowledgeable, curious and enthusiastic Experience with newest Java technologies User interface development experience using languages such as CSS, HTML/HTML5, JavaScript or JSON Angular/React Js Excitement about working within an agile team Must be independent, responsible, self-motivated, with the ability to learn and achieve superior results Experience with Vaadin/GWT is a bonus Fluent in English Does this description sound attractive to you? Then hit the button below and apply now!\",\n", + " '[\"Collaboration\", \"Complex Problem Solving\", \"Integration\"]',\n", + " '[\"Tooling\", \"Agility\", \"Cascading Style Sheets (CSS)\", \"Product Management\", \"Rendering\", \"Computer Science\", \"Automated Testing Framework\", \"Resource Management Systems\", \"Content Management\", \"Vaadin\", \"Creating Shareholder Value\", \"Maintainability\", \"HTML5\", \"Source (Game Engine)\", \"HyperText Markup Language (HTML)\", \"Issue Tracking Systems\", \"React.js\", \"Product Engineering\", \"JavaScript (Programming Language)\", \"Web Template Systems\", \"Angular (Web Framework)\", \"Front End (Software Engineering)\", \"User Experience\", \"Java (Programming Language)\", \"JSON\", \"Dependency Management\", \"User Interface\"]',\n", + " \"['English', 'Bislama']\"],\n", + " ['75',\n", + " 'software engineer (data science) m/w',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.29078621e-01 2.86381602e-01 3.87263089e-01 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These challenges need to be thoroughly analyzed together with experts from the related field, solutions proposed and implemented. We are looking for a person, who is able to take initiative and work independently on research topics while considering and incorporating the ideas and proposals from the rest of our international team. Your profile: Strong mathematical skills (statistics, numerical analysis, optimization) Data science Good programming skills C++, Python Self-starter Analytical thinking and problem solving Computer vision & geometry processing Benötigte Skills Mathematik C++ Python Python Englisch',\n", + " '[\"Self Starter\", \"Research\", \"Problem Solving\"]',\n", + " '[\"C++ (Programming Language)\", \"Python Server Pages\", \"Data Science\", \"Numerical Analysis\", \"Programming (Music)\", \"Computer Vision\", \"Python (Programming Language)\", \"Personalization\", \"Statistics\", \"Geometry\", \"Analytical Thinking\"]',\n", + " \"['English', 'German', 'Tsonga', 'Tsonga']\"],\n", + " ['92',\n", + " 'beamline scientist',\n", + " 'Villigen',\n", + " 'Research & Development',\n", + " '',\n", + " '[[-3.45809698e-01 2.40760267e-01 3.86761814e-01 -1.41333997e-01\\n4.54120249e-01 -1.82031512e-01 -2.59941280e-01 3.03020418e-01\\n-5.06130755e-02 -3.54118764e-01 -1.63982719e-01 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-3.36037695e-01\\n-4.47054625e-01 -1.85329109e-01 -2.57674083e-02 1.00367386e-02\\n1.79492719e-02 -1.65376797e-01 1.99737221e-01 -1.09691340e-02\\n5.77859521e-01 -2.67868102e-01 -1.38407469e-01 -2.31462479e-01\\n5.25919437e-01 2.30033308e-01 5.42341113e-01 -1.27677575e-01\\n1.08313262e-02 -4.23326880e-01 -1.79315448e-01 2.51365993e-02\\n9.70965400e-02 1.51231304e-01 4.65523824e-02 4.40123379e-01\\n-2.04064324e-01 -3.36268768e-02 3.16305682e-02 3.20813358e-01\\n-2.78688788e-01 3.01793609e-02 -7.19959140e-02 -5.04226759e-02\\n-9.13985148e-02 8.77118781e-02 -3.10290396e-01 2.50814915e-01\\n-5.91894500e-02 -6.35081768e-01 2.48365790e-01 -1.56630874e-02\\n-2.68759251e-01 -1.31524116e-01 5.77500701e-01 2.05051094e-01\\n-3.08491439e-02 -1.47888869e-01 9.37148333e-02 2.59473115e-01\\n1.02441013e-01 2.75669992e-01 -3.93415213e-01 -2.91762561e-01\\n-3.83897066e-01 9.31471959e-02 -2.82130897e-01 7.43618328e-03\\n6.20297529e-02 5.94205499e-01 1.50216296e-02 4.52903770e-02\\n6.08782291e-01 -1.96345031e-01 -1.72456682e-01 -4.11166191e-01\\n-1.57634676e-01 -2.51504600e-01 -1.23404920e-01 6.95163012e-03\\n1.29820973e-01 -1.68730915e-01 -2.03990757e-01 -4.34988976e-01\\n2.73905694e-02 -2.02042356e-01 7.43188858e-02 -1.08718477e-01]]',\n", + " 'The Paul Scherrer Institute PSI is the largest research institute for natural and engineering sciences within Switzerland. We perform cutting-edge research in the fields of matter and materials, energy and environment and human health. By performing fundamental and applied research, we work on sustainable solutions for major challenges facing society, science and economy. PSI is committed to the training of future generations. Therefore, about one quarter of our staff are post-docs, post-graduates or apprentices. Altogether, PSI employs 2100 people. The Swiss Light Source (SLS) is one of the most advanced radiation sources worldwide. The SLS Macromolecular Crystallography team operates two high performance undulator beamlines as well as a state-of-the-art superbending magnet beamline for Macromolecular Crystallography. The focus is on methods development in Macromolecular Crystallography including advanced beamline instrumentations, novel data collection methods for experimental phasing, in situ serial crystallography, and time-resolved crystallography. The team is also involved in the development and user operation of serial femtosecond crystallography (SFX) instruments at the Swiss X-Ray free-electron laser facility Swiss X-Ray free-electron laser facility (SwissFEL) Alvra and Bernina end stations, and in the design of the new SFX Cristallina end station. We are looking for a Beamline Scientist Serial Femtosecond Crystallography Your tasks You will lead the development and user operation of the SFX instruments at the SwissFEL. In addition, you will contribute to time-resolved serial crystallography development at the macromolecular crystallography beamlines of the SLS and SLS 2.0 Your main tasks are: Lead the design, implementation and commissioning of the SFX instrument in the Cristallina-MX end station at the SwissFEL Further develop and commission the current SFX instruments at the Alvra and Bernina end stations of the SwissFEL Develop new concepts and implement advanced methods focused on experimental control and online data analysis Support academic and industrial users Publish in peer-reviewed scientific journals and present your results at international conferences Supervise assigned personnel, and mentor PhD students and postdoctoral fellows Your profile You hold a PhD degree in biology, chemistry or physics and have substantial experience in macromolecular crystallography and beamline instrumentation at storage rings or XFELs Experience in experimental control and data analysis, especially in high throughput applications You are a good team player with fine communication skills, sense of responsibility, and very good command in spoken and written English; knowledge of German is an advantage We offer Our institution is based on an interdisciplinary, innovative and dynamic collaboration. You will profit from a systematic training on the job, in addition to personal development possibilities and our pronounced vocational training culture. If you wish to optimally combine work and family life or other personal interests, we are able to support you with our modern employment conditions and the on-site infrastructure. This is a Tenure Track position. The employment contract will initially be limited to 3 years. For further information please contact Dr Meitian Wang, phone +41 56 310 41 75 or Dr Bill Pedrini, phone +41 56 310 33 71. Please submit your application online by 30 November 2019 (including list of publications and addresses of referees) for the position as a Beamline Scientist (index no. 6121-00). Paul Scherrer Institut, Human Resources Management, Elke Baumann, 5232 Villigen PSI, Switzerland',\n", + " '[\"Verbal Communication Skills\", \"Research\", \"Positivity\", \"Collaboration\", \"Infrastructure\", \"Supervision\", \"Written English\", \"Operations\", \"Presentations\", \"Innovation\", \"Sourcing\"]',\n", + " '[\"Economy\", \"Resource Management\", \"Sustainability\", \"Indexer\", \"Employment Contracts\", \"Institutional Research\", \"Commissioning\", \"High Performance Computing\", \"Vienna Development Methods\", \"Laser\", \"Journals\", \"X-Rays\", \"Industrialization\", \"Survey Data Collection\", \"Naturalization\", \"Track (Rail Transport)\", \"Instrumentation\", \"Source (Game Engine)\", \"Limiter\", \"Experimentation\", \"DR-DOS\", \"Academic Support Services\", \"Crystallography\", \"Human Resource Management\", \"Storages\", \"Electronics\", \"Biology\", \"High Throughput Screening\", \"Personalization\", \"Survey Data Analysis\", \"Applied Research\", \"Physics\", \"Humanism\", \"Serializer\", \"Chemistry\", \"Peer Review\", \"Additives\", \"Personality Development\", \"S/SL Programming Language\", \"Data Analysis\", \"Controllability\"]',\n", + " \"['English']\"],\n", + " ['102',\n", + " 'data engineer (m/f)',\n", + " 'Zürich',\n", + " 'Staffing & Outsourcing',\n", + " 'www.robertwalters.com',\n", + " '[[-3.69240314e-01 8.25279877e-02 4.91174340e-01 -8.14468637e-02\\n4.39075351e-01 -2.59894431e-01 1.08117752e-01 4.42793339e-01\\n-1.29006039e-02 -2.21820161e-01 -1.11764878e-01 -3.46410513e-01\\n3.82579044e-02 1.88376933e-01 1.42550454e-01 3.87582600e-01\\n3.24492037e-01 8.68002847e-02 -2.41615415e-01 3.03820312e-01\\n7.33862519e-02 -1.92458019e-01 1.04501899e-02 5.67554653e-01\\n5.09980440e-01 3.85048613e-02 -5.28866909e-02 4.88218740e-02\\n-2.86617905e-01 -2.13553339e-01 4.07707930e-01 -7.75738806e-03\\n-1.74949616e-01 -2.43239209e-01 -2.87563782e-02 3.63004394e-02\\n-9.17406008e-02 -5.80493137e-02 -2.32187226e-01 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Data Engineer (m/f) Zurich Key Responsibilities: Drive and develop a new Data platform, and the future of Data processing for the firm Ensure delivery is meeting the highest quality and standards With a strong track record in Data engineering / Science you have: Profile: Experience designing and implementing Data technologies Strong in Java, Python and SQL programming languages Skilled in Docker and Kubernetes, AWS, Shell scripting Strong team player and leader with excellent interpersonal skills Fluency in English required, other languages are a plus Apply for the Data Engineer (m/f) position if you believe this is your next challenge. A very rewarding Data Engineer (m/f) in-house role has become available at a leading firm creating their new data platform.',\n", + " '[\"Positivity\"]',\n", + " '[\"Docker (Software)\", \"Kubernetes\", \"Experience Design\", \"KM Programming Language\", \"Python (Programming Language)\", \"Shell Script\", \"M (Programming Language)\", \"Track (Rail Transport)\", \"Data Storage Technologies\", \"Java (Programming Language)\", \"Electronic Data Processing\", \"SQL (Programming Language)\", \"Data Engineering\"]',\n", + " \"['English', 'Maori', 'Nuosu']\"],\n", + " ['84',\n", + " 'performance and capacity software engineer',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-3.30073804e-01 1.82333335e-01 3.54817897e-01 -5.20979427e-02\\n5.10860205e-01 -1.22414924e-01 2.82488745e-02 2.72785813e-01\\n-1.15607768e-01 -3.26799512e-01 -1.11309655e-01 -2.12444499e-01\\n-8.61595422e-02 -1.48624741e-02 4.88055050e-02 3.60669583e-01\\n2.52864659e-01 8.21797773e-02 -1.60429567e-01 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-8.43011364e-02\\n-1.86920613e-01 -4.58354652e-01 -5.21401502e-02 1.21805631e-02]]',\n", + " 'About our client Our client is one of the international leading providers of secure communication platforms and solutions for the next generation of mobile communication. Your responsibilities Regular execution of performance tests Automation of performance testing environments Analysis and presentation of test results, suggestions for improvements Bottleneck analysis, database queries optimization, etc. Full cooperation with the development team to improve the overall product performance Dimensioning and capacity planning for the solution Your profile Master university degree in computer science or equivalent work experience At least 3 years of experience with performance testing Excellent analytic thinking and preciseness Advanced Java knowledge with code profiling, JVM monitoring and tuning Working experience with MySQL/Percona/MariaDB and good knowledge of their internals (e.g., InnoDB engine, Galera replication, etc.) Working knowledge of Linux OS and its monitoring tools Experience with infrastructure deployment automation (e.g. monitoring and deployment using Puppet/Chef/Ansible and Graphite) Knowledge of statistics Fluent in English Your chance Are you interested? Then apply now! Ort: Zürich Spezialisierung: JAVA Entwicklung SQL Sprachen: Deutsch Englisch Job ID: 1297',\n", + " '[\"Presentations\", \"Communications\", \"Infrastructure\", \"Cooperation\"]',\n", + " '[\"Galera\", \"MySQL\", \"Automation\", \"Tooling\", \"Puppet (Configuration Management Tool)\", \"Capacity Planning\", \"Computer Science\", \"Statistics\", \"Database Queries\", \"Linux\", \"E (Programming Language)\", \"Test Automation\", \"MariaDB\", \"Executable\", \"Chef (Configuration Management Tool)\", \"Analytical Thinking\", \"InnoDB\", \"Performance Testing\", \"Java Virtual Machine (JVM)\", \"Ansible\", \"Secure Network Communications\", \"Dimensioning\", \"Graphite (Software)\", \"Java (Programming Language)\", \"Bottleneck Analysis\", \"SQL (Programming Language)\", \"Profiling (Computer Programming)\", \"Query Optimization\"]',\n", + " \"['English', 'Central Khmer', 'Latin']\"],\n", + " ['125',\n", + " 'big data/spark engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " 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-2.82858133e-01\\n-3.26080024e-01 2.29760721e-01 -6.99198544e-02 1.74302936e-01\\n-9.48989391e-03 3.76675904e-01 -4.39033583e-02 1.23578668e-01\\n3.59761894e-01 4.43524159e-02 -2.57656753e-01 -2.76704818e-01\\n-2.25956440e-01 -6.30828291e-02 -3.47759835e-02 -2.65054926e-02\\n1.74919456e-01 -3.04374039e-01 -1.42208651e-01 -1.03374600e-01\\n-1.42178416e-01 -3.70490432e-01 2.73623429e-02 -1.37706369e-01]]',\n", + " 'Unit8 is looking for Big Data/Spark Engineer to join our team. You will use Spark (pyspark) and a full set of other Big Data tools to understand the data and drive the development of ETL pipelines in the financial sector in Zurich. Our perfect candidate has already a background in working with financial data and data modelling or is willing to pick up financial domain knowledge. He/she is capable of translating complex technical and business requirements into readable, maintainable and efficient Spark pipelines that fit in the bigger picture of complete data platform. RequirementsWhat You’ll Do Design, build, maintain, and troubleshoot data pipelines that are relied on for both production and analytics applications using modern tools like Spark/Cloudera. Use your skills in Big Data and basic Data Science to harness the heterogenous financial data and enable other teams to use it Use software best practices in continuous integration and delivery, supervise code and data evolution (code reviews, versioning) Drive optimization, testing and tooling to improve data quality. Closely collaborate with other software engineers, data scientists and business owners, learning from them but also driving the discussions to analyze the nature of current problems in order to propose, implement and test proper solutions Work in multi-functional agile teams to continuously experiment, iterate and deliver on new product objectives. Who You Are You know how to work with high volume heterogeneous data, preferably with distributed systems such as Hadoop You know how to write distributed services in Python/jvm based languages You are happy to work with more junior developers - code reviewing, mentoring You are happy to work with business stakeholders - requirement gathering, prioritization You are knowledgeable about data modeling, data access, and data storage techniques. You appreciate agile software processes, data-driven development, reliability, and responsible experimentation You understand the value of teamwork. BenefitsWhat We Offer Competitive salary Sharing our profit - we offer equity Yearly bonus depending on performance of the company Work with state-of-the-art technology on projects with impact Challenging work close to a customer inside an experienced 10x engineering team Tailor-made mentorship program Dedicated budget for training 10% of the time for self-development Who We AreUnit8 is a Swiss-based startup focused on solving problems of big industries like chemical, pharma, automotive and finance. Our team comprised of world-class experts in ML and Software Engineering who previously worked for Sillicon Valley companies like Google, Amazon, Palantir or Microsoft. We work with some of the biggest companies in the world to solve the problems that directly affect their business. Apart from that, Unit8 dedicates a part of resources and time on things that deeply matter to us - that includes collaboration on pro-bono and engineering for good cases.',\n", + " '[\"Complex Problem Solving\", \"Writing\", \"Teamwork\", \"Collaboration\", \"Mentorship\", \"Supervision\", \"Reliability\", \"Prioritization\"]',\n", + " '[\"Distributed File Systems\", \"Data Quality\", \"Tooling\", \"Test-Driven Development (TDD)\", \"Agility\", \"Stakeholder Requirements\", \"Data Modeling\", \"Analytic Applications\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Industrialization\", \"Pyspark\", \"Naturalization\", \"Python (Programming Language)\", \"Maintainability\", \"Data Pipeline\", \"Translations\", \"Experimentation\", \"Iterators\", \"Pipelining\", \"Software Engineering\", \"Extract Transform Load (ETL)\", \"Building Design\", \"NetApp Data Storage\", \"Data Science\", \"Budgeting\", \"Business Requirements\", \"Financial Data\", \"Finance\", \"Logical Data Models\", \"Readability\", \"Close Work Orders\", \"Big Data\", \"Code Review\", \"Equities\", \"Java Virtual Machine (JVM)\", \"Data Management Platforms\", \"Resourcing\", \"Agile Model Driven Development\", \"New Product Development\", \"Process Driven Development\", \"Agile Unified Process\"]',\n", + " \"['English']\"],\n", + " ['68',\n", + " 'data analyst',\n", + " 'Chiasso',\n", + " 'Film Production & Distribution',\n", + " '',\n", + " '[[-3.38149607e-01 2.12852880e-01 5.54565072e-01 7.74446726e-02\\n5.90422690e-01 -5.07920608e-02 -1.11888032e-02 1.51384220e-01\\n-8.76617357e-02 -3.32557529e-01 -6.27142489e-02 -1.80280969e-01\\n6.76233880e-03 1.01418659e-01 4.53740098e-02 4.77790743e-01\\n2.11669892e-01 -8.31534807e-03 -1.46940216e-01 3.01756352e-01\\n2.34398499e-01 1.00015663e-02 2.94445455e-03 6.40289307e-01\\n4.87266839e-01 -4.11698371e-02 -1.35547474e-01 -1.15632471e-02\\n-2.72088438e-01 -2.69771934e-01 4.78497654e-01 2.26774830e-02\\n-2.30391636e-01 -2.26873815e-01 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The candidate will act within Data & Analytics department perimeters supporting, inspiring and delivering data integrations, data models, analysis, reports and dashboards to help the business look data in a comprehensive way, take proper decisions and steer directions of the units. Key Responsibilities Understand stakeholders business areas and take ownership of their data need, collect/support business requirement definition - be able to influence and partner with them leveraging on an in-depth cross-functional data knowledgePerforming analysis with the aim of providing insights and summaries to direct manager, the rest of the team and other functionsData model creation, design of ETL activities and use of data exploration and reporting tools to create report, analysis and testsWriting documents for mapping of data flows according to business rules Skills and Experience Essential 1-2 years of experience in a similar role in a fast-paced environmentKnowledge of statistical analysis techniquesDemonstrable ability to work creatively and analytically with a strong attitude for problem solvingStrong knowledge in SQL like languagesFluent in English both written and verbalGood interpersonal, communication and presentation skillsGood knowledge of Google Work Suite Desirable Bachelor or master degree in Statistics, Mathematics,, Engineering or Physics or PhysicsExpertise with BI tools (e.g:. Tibco Spotfire, QlikView, Business Objects, Tableau, Power BI, Cognos Analytics, SAS Visual Analytics)Expertise with workflow management tools (e.g.: Talend, Data Stage, Informatica, Rundeck)Expertise with analytical databases (e.g.: Vertica) and NoSQL DBsGood knowledge in analytics and web analytics techniques, enabling to support the business, guiding company growth efforts and key business outcomesKnowledge and application of a programming language (e.g: Python, R, JAVA)Previous experience in the travel industry Abilities/qualities Analytical and data driven mindset: improve the business providing insights coming from dataPassionate about digital world, ambitious and motivated with a can-do attitudeOpen minded and proactiveness in problem solvingStrong communication skills with willingness to challenge existing processes and applicationsStrong team player and excellent communicator Qualifications null Additional Information null',\n", + " '[\"Verbal Communication Skills\", \"Decisiveness\", \"Proactivity\", \"Interpersonal Communications\", \"Management\", \"Communications\", \"Presentations\", \"Creativity\"]',\n", + " '[\"Tableau (Business Intelligence Software)\", \"Vertica\", \"NoSQL\", \"Data Explorers\", \"KM Programming Language\", \"Collections\", \"Analytics\", \"SAS (Software)\", \"TIBCO Designer\", \"Staging\", \"Industrialization\", \"Statistical Coupling Analysis\", \"Mathematical Statistics\", \"Activism\", \"Python (Programming Language)\", \"Talend\", \"E (Programming Language)\", \"Visual Analytics\", \"Extract Transform Load (ETL)\", \"Rundeck\", \"Dashboard\", \"Power BI\", \"Business Objects Framework\", \"QlikView (Data Analytics Software)\", \"Business Requirements\", \"Cross-Functional Coordination\", \"Spotfire (Data Analytics Software)\", \"Logical Data Models\", \"Digitization\", \"R (Programming Language)\", \"Physics\", \"Perimeter\", \"E-Tools\", \"Web Analytics\", \"Workflow Management\", \"Mapping\", \"Additives\", \"Java (Programming Language)\", \"Informatica\", \"SQL (Programming Language)\", \"Acceptance and Commitment Therapy (ACT)\", \"Reporting Tools\"]',\n", + " \"['English', 'South Ndebele', 'Venda', 'Central Khmer']\"],\n", + " ['55',\n", + " 'software engineer – infrastructure',\n", + " 'Lugano',\n", + " '',\n", + " '',\n", + " '[[-3.00879031e-01 2.93186873e-01 3.91317397e-01 -1.03268325e-01\\n4.78794605e-01 -1.63716614e-01 -1.24025993e-01 2.78238416e-01\\n-6.44701272e-02 -3.18700671e-01 -7.58499131e-02 -1.74116194e-01\\n-1.89848706e-01 1.01615131e-01 1.67488351e-01 3.75592083e-01\\n7.28601813e-02 1.78860985e-02 -1.73786789e-01 4.24716145e-01\\n2.16276094e-01 2.71240622e-02 -1.07081458e-01 6.44125879e-01\\n3.15437347e-01 5.05755246e-02 -5.42306490e-02 -5.84535860e-02\\n-3.49566609e-01 -1.99953839e-01 2.56783605e-01 6.70977086e-02\\n1.96225531e-02 -3.30467224e-01 1.08449347e-01 2.42889076e-02\\n-2.29073167e-01 -5.94328903e-02 -3.90555374e-02 2.29642987e-01\\n-3.40409666e-01 -4.15655464e-01 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Contribute to the our proprietary code base Minimum Qualifications Masters in computer science 2 years in the industry, experience with IT systems Experience with parallel computing architectures “DevOps” Command of C/C++ and Python Knowledge of Unix environment, GNU/Linux Engineering mindset Large data management skills Fluent in written and spoken English Plusses Theoretical knowledge of machine learning methods (deep learning, reinforcement learning, evolutionary computation) Experience of machine learning frameworks (TensorFlow, PyTorch) Experience with containers and orchestration (Docker, Kubernetes, OpenStack) Experience with cluster environments (e.g. SGE, Condor) Experience with GPU programming (Cuda, OpenCL, Metal) Contact E-mail: jobs@nnaisense.com start subject with: [infrastructure engineer] submit both your cover letter and resume in English, PDF format',\n", + " '[\"Research\", \"Infrastructure\", \"Integration\"]',\n", + " '[\"Kubernetes\", \"Tooling\", \"Graphics Processing Unit (GPU)\", \"Programming (Music)\", \"Computer Science\", \"Data Management\", \"Machine Learning\", \"Nvidia CUDA\", \"OpenStack\", \"Industrialization\", \"Component Object Model (COM)\", \"Association Rule Learning\", \"E (Programming Language)\", \"OpenCL\", \"Minimum Data Set\", \"Machine Learning Methods\", \"Open Source Technology\", \"IText (Free PDF Software)\", \"Docker (Software)\", \"Condor\", \"C (Programming Language)\", \"Metallization\", \"TensorFlow\", \"Deep Learning\", \"Parallel Computing\", \"Clinical Data Management\", \"SliTaz GNU/Linux\", \"PyTorch (Machine Learning Library)\", \"Unix\", \"Documentation Based Coding\"]',\n", + " \"['English', 'Maldivian', 'Cree', 'Uzbek']\"],\n", + " ['84',\n", + " 'software engineer – full stack java developer (m/f)',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-2.38020450e-01 2.89252847e-01 5.50936282e-01 -1.30269632e-01\\n6.12978935e-01 -8.19544271e-02 5.71732745e-02 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Ihr Aufgabenbereich Understand and prioritize product requirements and end-user needs and drivers Elicit and analyze all requirements, including business rules Design, develop and support application solutions to meet client requirements Ihr Profil A degree in Computer Science (IT apprenticeship graduates, higher education in IT, bachelor) Demonstrated work experience and knowledge of Web Development using Java, JavaScript, Python Experience in one or more of the following (AngularJS, NodeJS, Django / Flask, Bootstrap, Knockout, AureliaJS or similar. Build Chain: SVN Git, Ant, Maven) Knowledge of databases (SQL) Experience on agile development methodologies Excited to explore new technologies and able to quickly learn An ability to pro-actively take ownership of and analytical problem solving skills Good knowledge of the German & English languages (written & spoken) Swiss nationality or valid Swiss work permit / EU passport Ihre Chance Apply now: jobs@oneagency.ch! Ort: Zürich Spezialisierung: JAVA Entwicklung JavaScript Web SQL Sprachen: Deutsch Englisch Job ID: 2064',\n", + " '[\"Prioritization\", \"Consulting\", \"Operations\", \"Problem Solving\"]',\n", + " '[\"Knockout.js\", \"Hyper SQL Database (HSQLDB)\", \"Product Requirements\", \"Computer Science\", \"Analytics\", \"Web SQL Databases\", \"Higher Education\", \"Technology Integration\", \"Activism\", \"Python (Programming Language)\", \"Web Development\", \"Flask (Web Framework)\", \"Business Card Design\", \"Django (Web Framework)\", \"Apache Ant\", \"Bootstrap (Front-End Framework)\", \"Apache Maven\", \"JavaScript (Programming Language)\", \"Software Development Methodologies\", \"Git Flow\", \"Java (Programming Language)\", \"Agile Product Development\"]',\n", + " \"['English', 'Chuang', 'Chewa']\"],\n", + " ['84',\n", + " '.net consultant / software engineer',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-2.61061400e-01 2.82405615e-01 4.39843953e-01 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9.50233117e-02\\n-4.86731194e-02 4.19884473e-01 5.19586727e-02 7.03756213e-02\\n3.32891434e-01 3.86182740e-02 -2.57498175e-01 -2.73904592e-01\\n-1.58494756e-01 -2.86519676e-01 4.40173931e-02 2.00525895e-02\\n2.43188187e-01 -4.20273751e-01 -1.18139595e-01 -2.74821341e-01\\n-1.39369920e-01 -3.49531591e-01 -3.17811519e-02 -6.11166731e-02]]',\n", + " 'About our client Our Client is a growing Swiss consulting and technology firm with more than 20 employees. He primarily serves banks, insurers, investment firms and e-commerce companies. Both global and local players belong to his clients. Our Client offers products and services in quantitative finance, predictive analytics, machine learning, software engineering and business consulting. Your responsibilities In this role, you will primarily be working with his clients but also with his internal development team and contribute to the design and implementation of the next generation of financial industry applications. You will work in a challenging and varying environment with both national as well as international clients. Your profile Master or Bachelor in computer science or electrical engineering Multiple years of experience in C#/.Net development including Asp.Net and Entity Framework Solid knowledge in JavaScript including state of the art frameworks like AngularJS Experience in SQL, C/C++, Python and Java is a plus Broad knowledge of software development processes, principles and practices (like Scrum, Kanban, extreme programming, SOLID, TDD, continuous integration etc.) Interested in new technologies and methods and able to incorporate them into projects and products Team player with a reliable and customer-oriented working attitude with the ability to understand and approach complex problems Fluent in English, German is an advantage Your chance Challenging and interesting projects in the fintech domain Work with new technologies Work within an interdisciplinary team of experts Modern and flexible collaboration methods and a flat hierarchy Interested? Please do not hesitate to find out more about this unique opportunity and send your complete application file to jobs@oneagency.ch. Ort: Zürich Spezialisierung: JAVA Entwicklung Scrum (Methode) JavaScript C# / C++ / C .NET Entwicklung SQL Sprachen: Deutsch Englisch Job ID: 1140',\n", + " '[\"Collaboration\", \"Complex Problem Solving\", \"Reliability\", \"Consulting\"]',\n", + " '[\"ASP.NET\", \"Test-Driven Development (TDD)\", \"Computer Science\", \"Machine Learning\", \"Continuous Integration\", \"Industrialization\", \"Python (Programming Language)\", \"Scrum (Software Development)\", \"Entity Framework\", \"Software Engineering\", \"Investments\", \"C (Programming Language)\", \"Finance\", \"E-Commerce\", \"Electrical Engineering\", \"C# (Programming Language)\", \"JavaScript (Programming Language)\", \"Predictive Analytics\", \"Banking\", \"Software Development\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Extreme Programming\", \"Integrated Product Team\"]',\n", + " \"['English', 'Javanese']\"],\n", + " ['75',\n", + " 'backend sw engineer (m/w)',\n", + " 'Zürich',\n", + " '',\n", + " 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You enjoy learning new things and are passionate about developing new features, maintaining existing code, fixing bugs, and contributing to overall system design. You are a great teammate who thrives in a dynamic environment with rapidly changing priorities. Your profile: Bachelor's or higher degree in computer science or equivalent work experience A minimum of three years of software engineering experience Excellent knowledge with Scala or Java Expert knowledge in an enterprise class RDBMS Demonstrated ability in data modeling, ETL development, and data warehousing Experience with big data technologies, such as Kafka, Spark, and Cassandra Excellent troubleshooting and creative problem-solving abilities and analytical skills Excellent written and oral communication and interpersonal skills Advantage: experience with systems for automating deployment, scaling, and management of containerised applications, such as Kubernetes and Mesos experience with machine learning experience with encryption and cryptography standards Benötigte Skills Scala JAVA ETL Datawarehouse Business Intelligence Kryptografie / Verschlüsselung\",\n", + " '[\"Analytical Skills\", \"Management\", \"Problem Solving\", \"Communications\", \"Troubleshooting (Problem Solving)\", \"Creative Problem-Solving\"]',\n", + " '[\"Machine Learning Methods\", \"Data Warehousing\", \"Systems Design\", \"Automation\", \"Kubernetes\", \"Scala (Programming Language)\", \"Apache Mesos\", \"Apache Cassandra\", \"Encryption\", \"Cryptography\", \"Maintainability\", \"Computer Science\", \"Java (Programming Language)\", \"Data Modeling\", \"Big Data\", \"Extract Transform Load (ETL)\", \"Software Engineering\", \"Business Intelligence\"]',\n", + " \"['English', 'Polish', 'Sinhala']\"],\n", + " ['57',\n", + " 'c++ software development engineer',\n", + " 'Unterentfelden',\n", + " 'Computer Hardware & Software',\n", + " 'www.hexagon.com',\n", + " '[[-1.54618099e-01 3.89143944e-01 5.09049058e-01 -9.65741798e-02\\n5.67536414e-01 -1.22960091e-01 3.81881520e-02 2.98756510e-01\\n1.69447549e-02 -3.23508859e-01 -2.24941477e-01 -2.90438056e-01\\n-3.86461541e-02 -5.35851857e-03 8.62632096e-02 5.29451251e-01\\n2.92639971e-01 1.63329821e-02 -1.65439174e-01 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-2.05758408e-01\\n-2.26247638e-01 -4.50070679e-01 -3.18310373e-02 4.15710136e-02]]',\n", + " 'Hexagon Manufacturing Intelligence offers a comprehensive range of products and services for all industrial metrology applications in sectors such as automotive, aerospace, energy and medical. By empowering our customers to fully control their manufacturing processes, we enhance the quality of products and increase efficiency in manufacturing plants around the world. To strengthen our R&D Team in Unterentfelden (Switzerland) we are looking for a C++ Software Development Engineer Develop innovative Windows software in a team for our Portable industrial measurement instruments, contribute to entirely new interdisciplinary technology developments for industry automation and production intelligence! Main responsibilities Design and develop software for highest precision Portable Arms, Scanners and Laser Trackers in a team Analyse customer needs in cooperation with requirements engineering team and form functional software specifications Develop prototypes of the technical solution for validation of requirements Define, plan and implement technical as well as functional testing of the software in cooperation with test team Analyse the technical and functional quality, propose fixes and put in technical compliance Edit technical documents and media for developers, users, IT services and further relevant stakeholders Required skills Programming language C ++, Visual Studio 2012 or greater Windows System Programming Mandatory (Multi-threading environment and good knowledge of communication protocols based on USB, TCP/IP) University degree (ETH, EPFL, FH, Haute école) in Electrical Engineering, Computer Science or other relevant education At least 5 years experiences in a similar working environment Application Architecture experience SQL language skills appreciated C# and C++/CLI experience appreciated Knowledge of DevExpress recommended Knowledge of algorithms and maths Reliable analysis and synthesis skills Very good English and German skills are mandatory, French is an advantage Willingness to travel (10-20%) between Unterentfelden (CH) and Montoire (F) If you are ready to work within a culture of high-performance and feel at home in a high-tech environment and you are ready to take the challenge at Hexagon Manufacturing Intelligence, join our team. E-mail',\n", + " '[\"Editing\", \"Innovation\", \"Planning\", \"Cooperation\"]',\n", + " '[\"Common Technical Document\", \"KM Programming Language\", \"Stakeholder Requirements\", \"Computer Science\", \"High Performance Computing\", \"System Programming\", \"Industrialization\", \"C++ (Programming Language)\", \"Windows System Administration\", \"Prototyping\", \"Industrial Automation\", \"Instrumentation\", \"E (Programming Language)\", \"TCP/IP\", \"Medic\", \"C++/CLI\", \"Microsoft Visual Studio\", \"Applications Architecture\", \"ARM Architecture\", \"Functional Testing\", \"USB\", \"Electrical Engineering\", \"C# (Programming Language)\", \"Windows Software\", \"Requirements Engineering\", \"Laser Tracker\", \"Application Environments\", \"Validations\", \"DevExpress\", \"Software Requirements Specification\", \"Technical Solution Design\", \"Software Development\", \"Language Experience Approach\", \"Algorithms\", \"Communications Protocols\", \"SQL (Programming Language)\", \"Controllability\", \"Threading (Manufacturing)\", \"Manufacturing Processes\"]',\n", + " \"['English', 'Lingala']\"],\n", + " ['84',\n", + " 'software engineer - full stack java developer (m/f)',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-1.52013659e-01 3.14987391e-01 4.98675883e-01 -1.49462566e-01\\n6.19377375e-01 -6.78769723e-02 9.46942419e-02 3.59441549e-01\\n-5.46060055e-02 -3.28247279e-01 -8.47038850e-02 -2.60736674e-01\\n-3.26999873e-02 4.30207029e-02 2.16524333e-01 3.62203747e-01\\n1.75307781e-01 1.38287872e-01 -1.98144704e-01 2.09692672e-01\\n2.24972352e-01 1.75803062e-02 1.10203400e-02 6.03493869e-01\\n4.49026883e-01 5.54661714e-02 -1.17764167e-01 -9.89851262e-03\\n-3.59952360e-01 -3.18271458e-01 2.86048055e-01 -2.20888034e-02\\n-6.49549812e-02 -3.34450632e-01 6.64654234e-03 3.99620943e-02\\n-1.93437636e-01 -1.25377804e-01 8.67926478e-02 2.43884459e-01\\n-4.46313620e-01 -2.93730140e-01 2.08373979e-01 -1.08789410e-02\\n-2.32537538e-01 -2.71868497e-01 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Your responsibilities Understand and prioritize product requirements and end-user needs and drivers Elicit and analyze all requirements, including business rules Design, develop and support application solutions to meet client requirements Your profile A degree in Computer Science (IT apprenticeship graduates, higher education in IT, bachelor) Demonstrated work experience and knowledge of Web Development using Java, JavaScript, Python Experience on one or more of the following (AngularJS, NodeJS, Django / Flask, Bootstrap, Knockout, AureliaJS or similar. Build Chain: SVN Git, Ant, Maven) Knowledge of databases (SQL) Experience on Agile development methodologies Excited to explore new technologies and able to quickly learn An ability to pro-actively take ownership of and analytical problem solving skills Good knowledge of the German & English language (written & spoken) Swiss nationality or valid Swiss work permit / EU passport Your chance Apply now: jobs@oneagency.ch! Ort: Zürich Spezialisierung: JAVA Entwicklung JavaScript SQL Sprachen: Deutsch Englisch Job ID: 2411',\n", + " '[\"Prioritization\", \"Problem Solving\"]',\n", + " '[\"Knockout.js\", \"Hyper SQL Database (HSQLDB)\", \"Computer Science\", \"Analytics\", \"Higher Education\", \"Activism\", \"Python (Programming Language)\", \"Web Development\", \"Flask (Web Framework)\", \"Business Card Design\", \"Django (Web Framework)\", \"Apache Ant\", \"Bootstrap (Front-End Framework)\", \"Agile Software Development\", \"Apache Maven\", \"Git (Version Control System)\", \"JavaScript (Programming Language)\", \"Software Development Methodologies\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Product Requirements\"]',\n", + " \"['English', 'Bambara']\"],\n", + " ['106',\n", + " 'software development engineer i (software test intern)',\n", + " 'Lausanne',\n", + " 'Biotech & Pharmaceuticals',\n", + " 'www.sophiagenetics.com',\n", + " '[[-1.45040169e-01 2.43918747e-01 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1.97863638e-01 -1.81492120e-01 1.30396970e-02\\n-3.28934938e-02 2.86172211e-01 1.51159555e-01 1.45528644e-01\\n3.45906913e-01 2.50907242e-02 -1.38750181e-01 -1.58663154e-01\\n-2.79851574e-02 -2.20315740e-01 8.45866799e-02 4.18383069e-03\\n5.55489510e-02 -5.17130911e-01 -1.15104608e-01 -9.28531215e-02\\n-1.51568115e-01 -1.93232164e-01 -3.25193144e-02 -3.88728194e-02]]',\n", + " 'The Integration & Release (IR) Team is looking for a Test Engineer Intern. You will contribute to the testing and continuous integration of the SOPHiA platform by: Scripted and exploratory (manual) testing of the SOPHiA platform Documenting and reporting on test results Bug reporting and verification You will work alongside a team of project managers, developers and test engineers giving you an insight into the world of agile development. Who are you? You are currently enrolled at University (or just finished your studies) in or near Lausanne studying Computer Science, Natural Sciences, Engineering or a related field. You: Are reliable and show attention to detail You have an interest in software development and ideally have a basic understanding of the role of QA in software development You are thorough and enthusiastic, able to grasp complex scenarios and work independently Location : Lausanne – Switzerland If you think you fit this position, please send a CV and a cover letter in English. Please note that incomplete applications will not be considered. Apply',\n", + " '[\"Reliability\", \"Integration\"]',\n", + " '[\"Document Enterprise Platform\", \"Natural Sciences\", \"Manual Testing\", \"Agile Software Development\", \"Bug Reporting\", \"Software Development\", \"Test Engineering\", \"Scripting\", \"Computer Science\", \"Idealization\", \"Management Development\", \"Continuous Integration\"]',\n", + " \"['English', 'Arabic']\"],\n", + " ['73',\n", + " 'computer vision engineer/researcher',\n", + " 'Lausanne',\n", + " 'Computer Hardware & Software',\n", + " 'www.magicleap.com',\n", + " '[[-1.70618728e-01 1.67502195e-01 3.97089243e-01 1.50855575e-02\\n3.99008274e-01 -5.12205064e-02 -8.26455951e-02 3.30113530e-01\\n-6.83513731e-02 -2.62684971e-01 3.93931717e-02 -5.75845718e-01\\n-3.31154257e-01 4.92468998e-02 2.72632867e-01 6.10013485e-01\\n4.12173718e-01 -7.06573576e-02 -1.83186620e-01 4.23021257e-01\\n2.57290244e-01 -1.79152369e-01 2.63028502e-01 6.75490081e-01\\n5.30646145e-01 -3.45708169e-02 -5.05066477e-02 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Description -------------- Qualified candidates will use their experience in Computer Vision with specialization in at least one of the following areas: ---------------------------------------------------------------------------------------------------------------------------------- SLAM: Design and implement algorithms for creating consistent maps of the environment that enable accurate tracking in real-time. Visual-Inertial Pose Tracking: Design and implement advanced algorithms for estimating the 3D pose of a head-mounted device by optimally fusing visual and inertial measurements collected from multiple cameras and IMUs. Sensor Calibration: Design and implement algorithms for online and offline calibration of complex devices composed of several sensors, cameras, IMUs, depth sensors, and images. Collaborate with other engineers on the design and deployment of a fully automatic robotics-aided calibration process targeted for factory production. 3D Scene Understanding: Design and implement 3D scene segmentation algorithms based on depth, motion or texture data. 3D Object Tracking: Design and implement robust algorithms for detecting and tracking the 6 DOF pose of known moving objects from multiple cameras in presence of clutter and occlusions. Machine Learning: Use collected data to design and implement algorithms that can be superior over traditional algorithms or that can be used for behavior detection Qualifications: -------------- Fluent in C/C++ (programming and debugging) Knowledge software optimization and embedded programming is a plus Experience working with Computer Vision libraries such as OpenCV is a plus Knowledge of parallel computing, OpenCL, GPGPU is a plus Education: --------------------- Ph.D. or MSc in Computer Science or related areas of study Additional Information --------------------- All your information will be kept confidential according to Equal Employment Opportunities guidelines. ',\n", + " '[\"Collaboration\"]',\n", + " '[\"Real Time Data\", \"MSC Software\", \"Programming (Music)\", \"pH Meters\", \"Computer Science\", \"Collections\", \"Texturing\", \"OpenCV\", \"Machine Learning\", \"Visualization\", \"Estimators\", \"Debugging\", \"Computer Vision\", \"Knowledge Management Software\", \"Optimization Software\", \"Tracking (Commercial Airline Flight)\", \"Library\", \"OpenCL\", \"Embedding\", \"SLAM Algorithms (Simultaneous Localization And Mapping)\", \"TARGET 3001!\", \"C (Programming Language)\", \"Equalization\", \"Robotics\", \"Object-Oriented Design\", \"Parallel Computing\", \"Imaging\", \"Factorials\", \"Algorithms\", \"Additives\", \"Mapping\", \"Data Collection\", \"Job Descriptions\", \"Calibration\", \"Fuses\"]',\n", + " \"['English', 'Danish', 'Persian']\"],\n", + " ['36',\n", + " 'ibm cloud software engineer',\n", + " 'Lausanne',\n", + " '',\n", + " '',\n", + " '[[-3.72165710e-01 2.52090961e-01 4.62761223e-01 5.80096543e-02\\n5.32154024e-01 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4.16895956e-01 -6.84328675e-02 4.50011678e-02\\n1.49650335e-01 2.95631457e-02 -2.29219407e-01 -3.03037673e-01\\n-2.95177370e-01 -1.97104678e-01 2.18565777e-01 -2.86840405e-02\\n1.99898750e-01 -4.43882376e-01 -9.71251801e-02 -1.02621987e-01\\n-3.71873081e-02 -4.33594972e-01 -8.47087502e-02 4.78878021e-02]]',\n", + " 'We are looking for an IBM Cloud Software Engineer to join the team involved in the development of the next intelligent big data platform. This position will consist in creating, optimizing, evolving and developing with the IBM Watson Platform ( Cognitives APIs) all relying on IBM Cloud Platform. Description To design and implement the Backend BigData and Cognitives platform (APIs). Integrate applications by designing database architecture and server scripting Participate in designing a highly scalable web architecture. Support and maintain the web architecture and infrastructure. Scale the resources (nodes, clusters) according to the user growth. Target for high availability for mass consuming. Define specs and communicate clearly with the rest of the team and management. Identify new state of the art web patterns, frameworks, environments and adopt them. Work in a cross-functional team, including external partners to design the integration with other API’s, mobile apps or big data software. Profile Advanced degree in Computer Science or significant experience working with highly scalable and available web projects. Understanding fundamental design principles behind a scalable application. Integration of multiple data sources and databases into one system. Software quality: experience with GIT and Continuous Integration, deployment in multiple environments & automation. Backend architecture & infrastructure: experience in scaling & maintaining large web infrastructures Experience in Machine Learning and Cognitives Approach Experience in BigData and DataScience Culture Experience in developing applications running in cloud environments such as SoftLayer, Bluemix, Amazon Web Services, Azure or other cloud providers and prior experience in designing and building components in a cloud environment Experience with databases like DB2, MySQL, PostgresSQL or Cassandra. Experience with Search like Elastic Search, Solr, Lucene, Experience in processing data in formats such as XML, HTML, or JSON in a large scale environment Experience in Agile/Test-driven development methodologies 5+ years of web engineering / architecture. Ability to take ownership of projects with minimal supervision. Good level of English / French with good verbal and written communication. Swiss working permit or EU citizen.',\n", + " '[\"Infrastructure\", \"Management\", \"Communications\", \"Integration\", \"Written Communication\"]',\n", + " '[\"Application Development\", \"Automation\", \"MySQL\", \"Test-Driven Development (TDD)\", \"Enterprise Application Integration\", \"Apache Cassandra\", \"High Availability Clusters\", \"Web Engineering\", \"Computer Science\", \"Consumables\", \"Continuous Integration\", \"System Software\", \"Scale (Map)\", \"Mobile App\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Node.js\", \"Maintainability\", \"SoftLayer\", \"Levelling\", \"Azure Web Apps\", \"Cloud Platform System\", \"HyperText Markup Language (HTML)\", \"Database Design\", \"Software Engineering\", \"DB2 SQL\", \"Machine Learning Methods\", \"Web Project\", \"Web Services\", \"TARGET 3001!\", \"Software Quality (SQA/SQC)\", \"Data Recovery Software\", \"Scalability\", \"Big Data\", \"Amazon Web Services\", \"Cross-Functional Team Leadership\", \"Apache Solr\", \"Agile Testing\", \"Resourcing\", \"Language Experience Approach\", \"Scripting\", \"Git Flow\", \"Extensible Markup Language (XML)\", \"Application Programming Interface (API)\", \"Data Processing\", \"JSON\", \"Custom Backend\", \"Adoptions\", \"Source Data\"]',\n", + " \"['English', 'Moldovan', 'Czech']\"],\n", + " ['84',\n", + " 'application engineer - java',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-2.55808532e-01 3.37073445e-01 4.68456328e-01 5.96076213e-02\\n5.44890523e-01 -1.30339459e-01 -6.62898943e-02 3.29940349e-01\\n-1.33533999e-01 -4.37654316e-01 -9.55163836e-02 -9.86115709e-02\\n-2.44956892e-02 8.97528455e-02 1.91370547e-01 4.12870944e-01\\n3.98574650e-01 4.05492671e-02 -1.95302904e-01 3.74782205e-01\\n4.89123389e-02 -1.11160949e-01 5.33090308e-02 7.80794084e-01\\n4.13207948e-01 1.13232441e-01 -6.04151897e-02 6.60173744e-02\\n-2.10499361e-01 -3.23715150e-01 4.23470140e-01 -2.09919382e-02\\n-1.34444311e-01 -2.64349818e-01 9.52050239e-02 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Your responsibilities Our client is hiring an application engineer to work in a team with IT specialists and business analysts to design and develop solutions for global IT projects. The role is focused on maintaining and developing reporting applications for the Finance division. Maintaining, analyzing, designing, documenting, implementing, testing and deploying high-quality applications is within the responsibility of the team and you. You are interested to find out how you can apply your software engineering skills in the area of object-oriented design and analysis. Knowledge in surrounding technologies like J2EE, HTML5, JavaScript and WebSphere Liberty will help you by understanding the bigger picture. You are not afraid to learn other technologies like z/OS mainframe (i.e. JCL, JES, DB2) In addition, providing Level 3 support for ongoing operations is an integral part of the job. You enjoy solving challenging problems and you are equipped with good analytical skills and are highly motivated. You are willing to constantly develop your knowledge of IT methods and tools. You bring in an interest for reinsurance, financial topics, business requirements engineering and solution design. You will cooperate closely with the team lead, team members and internal clients, promoting teamwork within the project and the department across the globe. Your profile Graduates in computer science are preferred. Graduates in mathematics, technical studies, or natural sciences with software engineering experience are also considered. Persons with multiple years with professional experience in software engineering and projects are preferred. Knowledge in all of the following areas is required: Object Oriented Design & Analysis Java (programming language and libraries), J2EE Web services technologies (RESTful) and WebSphere liberty profile SQL and relational database design Creation and maintenance of technical documentation Strong command of German and English The ideal candidate also offers: Experience with data- and compute-intensive applications (batch processing, scheduling) Know-how in HTML5/JavaScript web-application development, Spring, Hibernate, IBM WebSphere Application Server Good analytical skills Cooperative, team-oriented work-style Experience with agile and test-driven and/or test-oriented software development (JUnit/bamboo/Jira) Above average quality awareness Passion to deliver innovative technical solutions which focus on business requirements and system stability Curiosity and open-mindedness; willingness to learn and develop skills on requirements engineering, test case engineering and solution definition and design Innovative, showing a high degree of own initiative Ability to work under pressure Ability to express him-/herself effectively in one-to-one conversations and small groups Your chance Apply now: jobs@oneagency.ch! Ort: Zürich Spezialisierung: JAVA Entwicklung HTML JavaScript Web JEE/J2EE Agile Hibernate (Framework) Spring (Framework) SQL Sprachen: Deutsch Englisch Job ID: 2085',\n", + " '[\"Analytical Skills\", \"Team Oriented\", \"Teamwork\", \"Cooperation\", \"Willingness To Learn\", \"Integration\", \"Innovation\", \"Curiosity\"]',\n", + " '[\"Application Development\", \"Web Applications\", \"Risk-Based Testing\", \"Test Case\", \"Tooling\", \"KM Programming Language\", \"Software Design Documents\", \"Agility\", \"Computer Science\", \"Junit\", \"Atlassian Bamboo\", \"Natural Sciences\", \"Hibernate (Java)\", \"SQL (Programming Language)\", \"Maintainability\", \"z/OS\", \"HTML5\", \"Application Servers\", \"E (Programming Language)\", \"Levelling\", \"Library\", \"HyperText Markup Language (HTML)\", \"Database Design\", \"Software Engineering\", \"Reinsurance\", \"DB2 SQL\", \"Web Services\", \"Business Requirements\", \"Finance\", \"Requirements Engineering\", \"Personalization\", \"JavaScript (Programming Language)\", \"Object-Oriented Design\", \"Job Control Language (JCL)\", \"Technical Documentation\", \"IBM Websphere Application Server\", \"Technical Solution Design\", \"Batch Processing\", \"Relational Databases\", \"Software Development\", \"Solution Design\", \"Additives\", \"JIRA Studio\", \"Java (Programming Language)\", \"Spring Framework\", \"Web Application Development\"]',\n", + " \"['English', 'Chuang', 'Turkmen']\"],\n", + " ['22',\n", + " 'software engineer',\n", + " 'Bergdietikon',\n", + " 'Consulting',\n", + " 'www.behind-digital.com',\n", + " '[[-5.90697229e-02 1.92498304e-02 3.87356907e-01 -7.15880617e-02\\n3.22084755e-01 -2.15501979e-01 -6.63695857e-02 3.97634625e-01\\n2.09165141e-02 -4.51799512e-01 3.30017544e-02 -3.08219016e-01\\n6.15430474e-02 2.43660837e-01 -1.32951746e-02 2.38168046e-01\\n1.30762652e-01 6.25353456e-02 -1.15504324e-01 3.06345403e-01\\n8.64320099e-02 -1.85176179e-01 9.84735712e-02 7.57409096e-01\\n4.93705899e-01 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DIADEM project will use blockchain technology to solve real problems in the mobile telecoms billing and contract space. It’s an ambitious project with huge potential to both transform the mobile telecoms sector, and to generate substantial revenue. The project is in the startup phase and we need to expand the core team to help transform the vision into a robust project. These will be your tasks We are seeking blockchain developers with the following skills Experience developing blockchain software and smart contracts Knowledge of HyperLedger and Ethereum development Experience with developing software more broadly You're offering these qualifications Full-stack development HyperLedger Fabric Blockchain We're offering these benefits The project is not funded at this time so initially you will need to be prepared to devote time to the project in return for an eventual share of token equity. Once the project is funded a salary will be provided. This is a great opportunity to get in at the start with a project with real-world tangible application and massive scope for development, so please get in touch if you like to come on-board.\",\n", + " '[\"\"]',\n", + " '[\"Equities\", \"MASSIVE (Software)\", \"Hyperledger\", \"Billing\", \"Software Development\", \"Blockchain\", \"Ethereum\", \"Phase (Waves)\", \"Mobility\"]',\n", + " \"['English', 'Tigrinya', 'Southern Sotho']\"],\n", + " ['75',\n", + " 'data scientist (m/w)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-3.11555862e-01 2.90439308e-01 2.43743166e-01 -6.73134923e-02\\n5.26016116e-01 -1.71804175e-01 -1.54827498e-02 3.27446796e-02\\n-2.04832897e-01 -3.60443443e-01 -5.93928993e-02 -1.11598141e-01\\n-9.30588394e-02 -9.82516408e-02 1.18764192e-01 6.31380558e-01\\n1.98650539e-01 1.30750062e-02 -2.13116661e-01 2.35080779e-01\\n5.07640541e-02 5.95810125e-03 5.48583828e-02 5.70251405e-01\\n3.36387813e-01 -4.28584293e-02 -1.89078376e-01 1.25269055e-01\\n-2.11285919e-01 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for pattern recognition in magnetic resonance applications New development and implementation of methods for curve fitting routines in the automated analysis and interpretation of magnetic resonance spectra Numerical simulations and optimizations with restrained computing time and power Development of algorithms and programs to analyze NMR spectra Maintenance and further development of existing algorithms and program code Your profile: Experience in the development of numerical algorithms for scientific questions Background in natural sciences, preferably chemistry Favorably experience in machine learning and possibly pattern recognition Extensive programming experience in Java or other object oriented language Very good English and German skills Project experience and team spirit Benötigte Skills OO-Design / Analyse JAVA Englisch',\n", + " '[\"\"]',\n", + " '[\"Magnetic Resonance Imaging\", \"Machine Learning Methods\", \"Application Development Languages\", \"Natural Sciences\", \"Automation\", \"Chemistry\", \"Programming (Music)\", \"New Business Development\", \"Algorithms\", \"Java (Programming Language)\", \"NMR Spectra Database\", \"Object Oriented Programming Language\", \"Simulations\", \"Curve Fitting\", \"Pattern Recognition\"]',\n", + " \"['English', 'Breton', 'Burmese', 'Breton']\"],\n", + " ['47',\n", + " 'professional business analyst for clinical data',\n", + " 'Basel',\n", + " 'Staffing & Outsourcing',\n", + " 'www.experis.com',\n", + " '[[-2.03268051e-01 1.92566589e-01 5.46450555e-01 -6.85060397e-02\\n4.90139514e-01 -1.12623818e-01 1.10257626e-01 3.02090555e-01\\n-7.07901269e-02 -3.51043582e-01 -4.00437266e-02 -3.11868668e-01\\n2.02759281e-02 1.17219932e-01 1.05032353e-02 4.42456365e-01\\n2.24403203e-01 7.70653933e-02 -1.03095055e-01 2.08658218e-01\\n1.30311251e-01 -6.38914555e-02 1.68224022e-01 6.81208670e-01\\n3.75938326e-01 -3.00612841e-02 -1.60918981e-01 -1.80058405e-01\\n-2.58042604e-01 -1.97706223e-01 3.66205543e-01 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We are dedicated to connecting talented individuals with Business opportunities across a number of professional sectors, with IT being at the heart of our operations.For one of our clients, specialized in the pharmaceutical area with HQ in Basel, we are looking for a Business Analyst for Clinical Data.This is a challenging contracting position starting in November until the end of the year with extension possibilities. Tasks & Responsibilities: Responsible to support global projectExecute process analysis as assigned by lead of process streamReports to lead of process stream, works with process team and SME'sResponsible for documenting and maintaining current and future state process documentationWork on several distinct initiatives at the same timeRequirements: 7+ years of Business Analysis experience of Product Development / Clinical Data with a strong understanding of data controls and cleaning principlesLean Six Sigma certificationExperience in Data Flow Mapping Experience in BPMN 2.0 Experience and understanding of Structured AuthoringExperience in Process MappingExperience in software development and software specification designData mining and data visualization experienceExperience in DocumentumAbility to work independently and deliver according agreed timelinesRegulatory/Filing knowledgeAnalytic and able to understand complex structuresStrong communication skills in EnglishExperience and understanding of Structured Authoring Location: BaselStart Date: 01.11.2019End date: 31.12.2019Extension: possibleWorkload: 100% If you are a result-oriented Business Analyst currently looking for a challenging new position that applies to your skills, then we look forward to receiving your application! Not the right job for you? Since new jobs are coming in every day just give us a call +41 (0)61 282 22 17. Experis, the leading IT recruitment agency in Switzerland has many open jobs, just browse our website now to find interesting professional opportunities!\",\n", + " '[\"Verbal Communication Skills\", \"Filing\", \"Professionalism\", \"Operations\", \"Positivity\"]',\n", + " '[\"Data Visualization\", \"Pharmaceuticals\", \"Stream Processing\", \"Software Requirements Specification\", \"Software Development\", \"Process Analysis\", \"Process State\", \"Maintainability\", \"Data Control\", \"Business Analysis\", \"Agile Product Development\", \"Data-Flow Analysis\", \"Clinical Data Warehouse\", \"Receivables\", \"Team Processes\"]',\n", + " \"['English', 'Navaho', 'Somali', 'Pashto', 'Javanese']\"],\n", + " ['110',\n", + " 'web frontend engineer',\n", + " 'Zürich',\n", + " 'Security Services',\n", + " 'www.sunflower-labs.com',\n", + " '[[-1.97345108e-01 3.24228615e-01 2.84632653e-01 -5.53627126e-03\\n6.07294440e-01 -1.85925871e-01 9.37802903e-03 2.42352486e-01\\n7.33421445e-02 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-1.07463986e-01\\n-2.42538691e-01 -1.71708670e-02 -4.53299023e-02 -4.92444960e-03\\n-1.07836574e-01 -3.73808652e-01 -2.57636905e-01 -1.99864935e-02\\n4.26751375e-01 -1.94708496e-01 -8.79315212e-02 -1.67949796e-01\\n2.13966712e-01 3.14000905e-01 7.15817988e-01 1.64747294e-02\\n1.79704800e-01 -2.97372371e-01 -2.29922906e-01 1.30629167e-01\\n1.14051640e-01 1.80160075e-01 1.69001520e-01 5.32293975e-01\\n-3.36938351e-01 -7.42170364e-02 8.11318830e-02 4.57631886e-01\\n-4.10823613e-01 -2.41111249e-01 -8.13343078e-02 1.60042733e-01\\n1.59551516e-01 1.15756638e-01 -1.88469499e-01 7.20787272e-02\\n-2.49831319e-01 -5.68957806e-01 3.85371357e-01 -8.65364894e-02\\n-1.58999577e-01 7.04628676e-02 3.29713613e-01 1.68037787e-01\\n-1.52517617e-01 3.09096202e-02 -1.88164990e-02 2.42127374e-01\\n3.14752455e-03 4.64181393e-01 -2.24343076e-01 -1.92967057e-01\\n-3.13223720e-01 3.55042636e-01 -1.22983024e-01 1.85472220e-01\\n-6.58114403e-02 3.18399280e-01 -7.14983493e-02 5.02421968e-02\\n3.15712363e-01 -2.00780090e-02 -2.69879311e-01 -3.80563587e-01\\n-1.32891893e-01 -2.17865333e-01 4.70931679e-02 -1.51026443e-01\\n1.56056434e-01 -3.91724020e-01 -1.38768613e-01 -7.69705921e-02\\n-1.49306014e-01 -2.63549328e-01 -2.15849355e-01 3.44449654e-02]]',\n", + " '(Zurich, Switzerland) Experienced, hands-on web frontend developer with excellent software engineering skills who is motivated to work in a local drone startup. Responsibilities include design and development of web frontend interfaces for a drone-based home security system. You will work with backend and firmware engineers in the development of data storage and retrieval schemas, remote system access and authentication, and cloud data processing and analysis. Responsibilities Development of a web frontend interface capable of real-time controls and video streaming Work on Amazon AWS and/or Google Cloud Understanding of serverless architecture Write unit test procedures, run tests, and evaluate test results Design and develop testing tools Formulate requirements, design descriptions, and test procedures Work hands-on with firmware and backend engineers to integrate system components Skills and Qualifications Strong programming skills in Javascript (Python, or Go are a plus). Knowledge and experience with various Javascript frameworks, i.e. jQuery, etc. In-depth understanding of CSS5, HTML5, LESS and SASS. Knowledge of C/C++ is desired. Experience with Amazon AWS and/or Google Cloud A strong understanding of system security, encryption, and authentication Experience with relational and/or non-relational databases. Experience with back-end technologies for web applications/APIs. Experience with distributed systems Good oral and written skills in English Ability to prioritize tasks and work independently Must be flexible and be able to work in a multicultural environment Must have experience in related engineering fields 3+ years of experience preferred but not a must Willing to work full-time in Zurich at our R&D lab Work permit in Switzerland required If you are interested in this position, please send your resume or CV to: jobs@sunflower-labs.com',\n", + " '[\"Writing\", \"Prioritization\", \"Positivity\"]',\n", + " '[\"Real Time Data\", \"Web Applications\", \"Development Testing\", \"Distributed File Systems\", \"Design Verification Test\", \"Programming (Music)\", \"Unit Testing\", \"Authentications\", \"Optical Data Storage\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"HTML5\", \"E (Programming Language)\", \"Systems Integration\", \"Software Engineering\", \"SASS\", \"Remote Access Service\", \"Security Systems\", \"C (Programming Language)\", \"Encryption\", \"Serverless Computing\", \"JQuery\", \"JavaScript (Programming Language)\", \"Firmware\", \"Google Cloud\", \"Electronic Data Processing\", \"Acceptance Test Procedures\", \"JavaScript Frameworks\", \"GUI Testing Tools\", \"Software Design Description\", \"Back End (Software Engineering)\", \"Relational Databases\", \"Information Systems Security\", \"Custom Backend\", \"Controllability\", \"Integrated Delivery Systems\"]',\n", + " \"['English', 'Kannada', 'Dhivehi']\"],\n", + " ['84',\n", + " 'data engineer',\n", + " 'Bern',\n", + " 'IT Services',\n", + " '',\n", + " '[[-3.34095418e-01 2.73776919e-01 4.29008782e-01 -1.45812035e-01\\n4.26754355e-01 -1.04837127e-01 5.60075492e-02 2.76683807e-01\\n1.74667817e-02 -2.96783775e-01 -1.03320286e-01 -3.36444616e-01\\n-1.25498727e-01 -6.30288851e-03 4.91948910e-02 5.38937986e-01\\n2.65689790e-01 9.48986411e-02 -1.56839013e-01 3.40051681e-01\\n1.06237948e-01 -3.86243104e-03 -7.10057542e-02 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-2.15218980e-02]]',\n", + " 'Über unseren Kunden Our client operates in the telecommunication business. Ihr Aufgabenbereich Collaboration with data scientists, data engineers, devops, product owners and business partners to design end-to-end solutions Designing, coding and documenting data products Architecture, optimization and automation of your entire work environment Cooperation with your team to define the technical roadmap for the product Your tasks vary from data science (20%) through data engineering (60%) to devops (20%) Ihr Profil Master or PhD in Computer Science or similar qualification Very good knowledge of FP (Scala) and good knowledge of OOP (Java) Hands-on experience in end to end projects: from requirements engineering to deploying products into production Thorough know-how of Hadoop, Spark, Kafka, SQL & NoSQL Solid understanding of data structures and algorithms and experience in agile/lean development of scalable solutions Good abstraction and conceptual skills are combined with a self-reliant, team-minded, communicative, proactive personality Good English and good German Ihre Chance Apply now! Ort: Bern Spezialisierung: JAVA Entwicklung JavaScript Agile SQL Sprachen: Deutsch Englisch Job ID: 1809',\n", + " '[\"Cooperation\", \"Collaboration\", \"Proactivity\", \"Communications\", \"Operations\"]',\n", + " '[\"Automation\", \"NoSQL\", \"Agility\", \"Computer Science\", \"Business Partnering\", \"Data Engineering\", \"Scala (Programming Language)\", \"Product Data Management\", \"Hostile Work Environment\", \"Lean Product Development\", \"Data Science\", \"Conceptualization\", \"Front End Design\", \"Requirements Engineering\", \"Personalization\", \"JavaScript (Programming Language)\", \"Scalability\", \"Design Codes\", \"Data Structures\", \"Solution Design\", \"Algorithms\", \"Java (Programming Language)\", \"Telecommunications\", \"Abstractions\", \"SQL (Programming Language)\", \"Object-Oriented Programming (OOP)\", \"DevOps\"]',\n", + " \"['English']\"],\n", + " ['75',\n", + " 'data scientist (m/w) 100%',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " 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Your profile: MSc. (with 2-3 years of experience) or PhD in fields like computational science, life sciences, statistics, maths or physics Experience in working with complex numerical challenges/ tasks Fluency in Python, R, and/or Matlab Benötigte Skills Python Python R MATLAB',\n", + " '[\"\"]',\n", + " '[\"MSC Software\", \"Python Server Pages\", \"Data Explorers\", \"Computer Science\", \"Life Sciences\", \"Statistics\", \"MATLAB\", \"Integrated Data Viewer (IDV)\", \"Python (Programming Language)\", \"Medical Insurance Claims\", \"Medic\", \"Dataset\", \"Mobility\", \"Minimum Data Set\", \"Medical Devices\", \"R (Programming Language)\", \"Clinical Data Warehouse\", \"Physics\", \"Algorithms\", \"Performance Improvement\"]',\n", + " \"['English', 'Tibetan', 'Serbian', 'Yiddish']\"],\n", + " ['29',\n", + " 'data engineer',\n", + " 'Mendrisio',\n", + " 'Internet',\n", + " 'www.cloudacademy.com',\n", + " '[[-2.00082242e-01 2.25635409e-01 6.63298070e-01 1.74696892e-01\\n6.88305974e-01 -1.10866912e-01 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Mendrisio is easily commutable from Milan, Como, Varese or Lugano and Cloud Academy provides the train ticket for you! Cloud Academy is the leading digital skills development platform that enables every enterprise to become a tech company through guided Learning Paths, Hands-on Labs, and Skill Assessment. Cloud Academy delivers role-specific training on leading clouds (AWS, Azure, Google Cloud Platform), essential methodologies needed to operate on and between clouds (DevOps, security, containers), and capabilities that are unlocked by the cloud (big data, machine learning). Companies like Turner, Cognizant, SAS, and ThermoFisher customize Cloud Academy to contextualize learning and leverage the platform to assign, manage, and measure cloud enablement at scale. Role Description As a Data Engineer, you will design, build and improve our Data Warehouse. You will explore our data to find actionable insights from it. Data is the greatest accelerator for our business and you will be responsible for the full data stack. You will design, build and manage scalable data pipelines that provide reports to multiple business stakeholders. You will analyze data to find key insights and make product recommendations through funnels, cohort analyses, long-term trends, user segmentation, regression models, and more This role will enable you to work on the latest Cloud technologies and Cloud data warehouse to develop state of the art data analytics systems. Main responsibilities: Develop and manage our cloud data warehousing platform supporting the needs of critical BI reporting and analytical requirements Build data pipelines and own data quality for our data flows Identify, translate, and answer important product questions with data Create dashboards to track key product and business metrics Launch and support new data models and tools that provide intuitive analytics to internal customers Experience building and maintaining an AWS RedShift DWH. S3 Datalake design. Familiarity with Apache Parquet or other column-oriented data storage format a plus. SQL and NoSQL schema design expertise. Monitoring and alert management. Charting and graphing with ChartIO or similar. ETL design. Benefits Competitive salary with an annual bonus Train ticket paid for by the company Budget for professional development 4 weeks paid vacation per year 15 paid holidays per year Great company culture and work environment! Highly-skilled teammates and lots of opportunities for growth and development',\n", + " '[\"Operations\", \"Management\"]',\n", + " '[\"Data Warehouse Systems\", \"Data Quality\", \"Tooling\", \"NoSQL\", \"KM Programming Language\", \"Funnels\", \"Analytics\", \"Data Modeling\", \"SAS (Software)\", \"Machine Learning\", \"Apache Parquet\", \"Data Engineering\", \"Scale (Map)\", \"Data Warehousing\", \"Container Security\", \"SQL (Programming Language)\", \"Optical Data Storage\", \"Track (Rail Transport)\", \"Maintainability\", \"Censored Regression Model\", \"Data Pipeline\", \"Translations\", \"Hostile Work Environment\", \"Extract Transform Load (ETL)\", \"Building Design\", \"Dashboard\", \"Professional Development Programs\", \"Budgeting\", \"Pathing\", \"Column-Oriented DBMS\", \"Google Cloud\", \"Big Data\", \"Unlocker\", \"Clinical Data Warehouse\", \"Google Cloud Platform (GCP)\", \"Customer Experience\", \"Graphing\", \"Amazon Data Pipeline\", \"Digital Skills\", \"Long-Term Potentiation\", \"Amazon Redshift\", \"Data-Flow Analysis\", \"DevOps\", \"Cloud Technologies\"]',\n", + " \"['English', 'Tahitian', 'Dutch']\"],\n", + " ['22',\n", + " 'data analyst - reward - careerplus ag',\n", + " 'Vaud',\n", + " 'Consulting',\n", + " 'www.careerplus.ch/career',\n", + " '[[-2.92807728e-01 2.49484152e-01 5.17897129e-01 -2.04964243e-02\\n5.03775358e-01 4.79193330e-02 -4.91306558e-03 2.22196281e-01\\n-9.57313478e-02 -2.94222355e-01 -5.14931567e-02 -1.89331293e-01\\n2.17424572e-01 3.47227976e-02 1.17391795e-01 5.40095329e-01\\n2.23624900e-01 -4.39064167e-02 -1.78647742e-01 1.24300145e-01\\n1.74209356e-01 -1.31224871e-01 1.35293141e-01 5.82972527e-01\\n4.79634225e-01 1.45123020e-01 5.55340424e-02 -6.74915314e-02\\n-1.62668422e-01 -3.79930794e-01 4.87149775e-01 5.43474741e-02\\n-2.52798885e-01 -1.68198258e-01 1.46908700e-01 1.57194003e-01\\n-2.18937084e-01 -5.19923009e-02 7.88300531e-05 1.01035371e-01\\n-3.54064494e-01 -2.37514034e-01 -2.33541995e-01 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We look forward to receiving your application ! We are looking for a Data Analyst - Reward for an international service company based in the canton of Vaud. You will be in charge of the following tasks : Participate in the highest quality data and survey products and service across Europe through: Analysis, and implementation of the annual survey cycle / Managing client relationships, and sitting on Steering Committee meetings-callsPrepare/ review materials and lead round table and conference meetings, including annual conference/ results delivery meetingsSupport clients with data submission training, collect data, analysis of client compensation levels, recommendations of appropriate survey products, interpretation of compensation surveys and survey access supportUnderstand complexities of data gathering and handling, data nuances and caveats, and best practicesLiaise with local/regional/global colleagues to manage client relationshipsMarket research and competitor analysisInterpret trends and market data patterns, implications for client compensation programmes and HR strategies identify insights in the data Requirements : Maturity, university degree in Economics, Human Resources or equivalent1-4 years experience with Compensation & Benefit, Data Analysis, ReportingExperience in using compensation/benefits surveysExperience in data analysis, surveys/surveys data and reportingExperience in producing and presenting reports, in a clear and concise manor, to a variety of audiencesExcellent MS Excel skillsGood knowledge of French and English (minimum C1 level)Teamwork, analytical skill, stress management, versatility and rigorous ',\n", + " '[\"Analytical Skills\", \"Research\", \"Concision\", \"Teamwork\", \"Stress Management\", \"Presentations\"]',\n", + " '[\"Economics\", \"Data Quality\", \"Human Resource Management\", \"Surveys\", \"Accessioning\", \"Intelligence Data Handling\", \"Market Data\", \"Levelling\", \"Data Collection\", \"Managing Client Expectations\", \"Survey Data Analysis\", \"Data Analysis\", \"Receivables\"]',\n", + " \"['English', 'Navajo']\"],\n", + " ['41',\n", + " 'software engineer (100%) – 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-7.37166107e-02 -5.72709739e-03 1.91942930e-01\\n1.08315811e-01 3.56584936e-01 -2.70975500e-01 -3.18293184e-01\\n-2.75185645e-01 2.19380870e-01 -2.39802092e-01 7.16267228e-02\\n-7.55953044e-02 4.12379742e-01 2.35632937e-02 1.06797941e-01\\n3.06158900e-01 -2.49416716e-02 -1.43308297e-01 -2.47206077e-01\\n-1.26511961e-01 -2.64839530e-01 4.24703807e-02 -3.16180363e-02\\n1.42942041e-01 -3.56728315e-01 -1.51308179e-01 -2.08909661e-01\\n-9.97731909e-02 -2.28749037e-01 8.07694867e-02 4.54790238e-03]]',\n", + " 'The Ecole polytechnique fédérale de Lausanne (EPFL) is one of the most dynamic university campuses in Europe and ranks among the top 20 universities worldwide. The EPFL employs 6,000 people supporting the three main missions of the institutions: education, research and innovation. The EPFL campus offers an exceptional working environment at the heart of a community of 16,000 people, including over 10,000 students and 3,500 researchers from 120 different countries. Software Engineer (100%) – Web and Data ScienceYour mission : The Distributed Information Systems Laboratory (LSIR) headed by Prof. Karl Aberer at EPFL in Lausanne is currently looking for a software engineer with experience in Web development and Data Science. If you are interested in being at the crossroad of Web technologies, Machine learning and Computational Journalism, this job is for you. You will join our research team. Our goal is to develop a web platform to collect news articles from all around the world and to analyze the media landscape in real-time. You will be in charge of the Web platform development and will help us integrating some of the algorithms developed by our researchers. Interest in the field of journalism is a plus. Main duties and responsibilities include : Participate in the development and optimization of the platform in close collaboration with research staff. Support research staff to the transition of research prototypes into production-grade software tools. Implement best practices for sustainable and maintainable software development. Your profile : Master’s degree in computer science or equivalent. Ideally, at least 2 years of experience in software development. Fluent English in speech and writing Skills required Experience in web application development (Full-stack). Expertise in Python. Experience in managing and processing large-scale datasets. Effective team player. Skills preferred Experience in front-end and with at least one Javascript framework (e.g., Node.js, React, or Angular). Experience with at least one Machine/Deep Learning framework (e.g., scikit-learn, PyTorch, or Tensorflow). Experience with at least one Natural Language Processing framework (e.g., SpaCy, NLTK). We offer : A young, dynamic and interdisciplinary team Collaboration with strategic external partners and with advanced scientists Start date : Immediatly Term of employment : Fixed-term (CDD) Duration : 1 year, renewable Contact : For additional information, please contact J. Rappaz: jeremie.rappaz@epfl.ch Remark : Only candidates who applied through EPFL website or our partner Jobup’s website will be considered.',\n", + " '[\"Research\", \"Writing\", \"Team Effectiveness\", \"Collaboration\", \"Management\", \"Communications\", \"Integration\", \"Innovation\"]',\n", + " '[\"Application Development\", \"Web Applications\", \"Real Time Data\", \"Tooling\", \"Natural Language Processing\", \"Sustainability\", \"Computer Science\", \"Collections\", \"Good Agricultural Practices\", \"Web Application Development\", \"Scikit-learn (Machine Learning Library)\", \"Educational Research\", \"Scale (Map)\", \"Landscaping\", \"Python (Programming Language)\", \"Node.js\", \"Prototyping\", \"Maintainability\", \"E (Programming Language)\", \"Machining\", \"Web Development\", \"Dataset\", \"Software Engineering\", \"React.js\", \"Data Science\", \"SpaCy (NLP Software)\", \"Therapeutic Support Staff\", \"TensorFlow\", \"Deep Learning\", \"JavaScript Frameworks\", \"NLTK (NLP Analysis)\", \"Angular (Web Framework)\", \"Front End (Software Engineering)\", \"Digital Learning Technology\", \"Software Development\", \"Algorithms\", \"Additives\", \"PyTorch (Machine Learning Library)\", \"Journalism\", \"Web Platforms\", \"Information Systems\"]',\n", + " \"['English', 'Volapük', 'Southern Sotho']\"],\n", + " ['92',\n", + " 'beamline scientist',\n", + " 'Villigen',\n", + " 'Research & Development',\n", + " '',\n", + " '[[-3.45809698e-01 2.40760267e-01 3.86761814e-01 -1.41333997e-01\\n4.54120249e-01 -1.82031512e-01 -2.59941280e-01 3.03020418e-01\\n-5.06130755e-02 -3.54118764e-01 -1.63982719e-01 -4.68991011e-01\\n-2.05224663e-01 2.58927822e-01 1.64388344e-02 7.08726466e-01\\n3.99915755e-01 -6.20405376e-02 -1.15255043e-01 2.97411680e-01\\n1.85923219e-01 1.92877464e-02 2.04463810e-01 8.37673247e-01\\n2.70993084e-01 -6.91604614e-02 -1.41646788e-02 7.16641396e-02\\n4.87585040e-03 -7.52151459e-02 5.64723074e-01 1.62882075e-01\\n-2.03815117e-01 -2.86213338e-01 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4.40123379e-01\\n-2.04064324e-01 -3.36268768e-02 3.16305682e-02 3.20813358e-01\\n-2.78688788e-01 3.01793609e-02 -7.19959140e-02 -5.04226759e-02\\n-9.13985148e-02 8.77118781e-02 -3.10290396e-01 2.50814915e-01\\n-5.91894500e-02 -6.35081768e-01 2.48365790e-01 -1.56630874e-02\\n-2.68759251e-01 -1.31524116e-01 5.77500701e-01 2.05051094e-01\\n-3.08491439e-02 -1.47888869e-01 9.37148333e-02 2.59473115e-01\\n1.02441013e-01 2.75669992e-01 -3.93415213e-01 -2.91762561e-01\\n-3.83897066e-01 9.31471959e-02 -2.82130897e-01 7.43618328e-03\\n6.20297529e-02 5.94205499e-01 1.50216296e-02 4.52903770e-02\\n6.08782291e-01 -1.96345031e-01 -1.72456682e-01 -4.11166191e-01\\n-1.57634676e-01 -2.51504600e-01 -1.23404920e-01 6.95163012e-03\\n1.29820973e-01 -1.68730915e-01 -2.03990757e-01 -4.34988976e-01\\n2.73905694e-02 -2.02042356e-01 7.43188858e-02 -1.08718477e-01]]',\n", + " 'The Paul Scherrer Institute PSI is the largest research institute for natural and engineering sciences within Switzerland. We perform cutting-edge research in the fields of matter and materials, energy and environment and human health. By performing fundamental and applied research, we work on sustainable solutions for major challenges facing society, science and economy. PSI is committed to the training of future generations. Therefore, about one quarter of our staff are post-docs, post-graduates or apprentices. Altogether, PSI employs 2100 people. The Swiss Light Source (SLS) is one of the most advanced radiation sources worldwide. The SLS Macromolecular Crystallography team operates two high performance undulator beamlines as well as a state-of-the-art superbending magnet beamline for Macromolecular Crystallography. The focus is on methods development in Macromolecular Crystallography including advanced beamline instrumentations, novel data collection methods for experimental phasing, in situ serial crystallography, and time-resolved crystallography. The team is also involved in the development and user operation of serial femtosecond crystallography (SFX) instruments at the Swiss X-Ray free-electron laser facility Swiss X-Ray free-electron laser facility (SwissFEL) Alvra and Bernina end stations, and in the design of the new SFX Cristallina end station. We are looking for a Beamline Scientist Serial Femtosecond Crystallography Your tasks You will lead the development and user operation of the SFX instruments at the SwissFEL. In addition, you will contribute to time-resolved serial crystallography development at the macromolecular crystallography beamlines of the SLS and SLS 2.0 Your main tasks are: Lead the design, implementation and commissioning of the SFX instrument in the Cristallina-MX end station at the SwissFEL Further develop and commission the current SFX instruments at the Alvra and Bernina end stations of the SwissFEL Develop new concepts and implement advanced methods focused on experimental control and online data analysis Support academic and industrial users Publish in peer-reviewed scientific journals and present your results at international conferences Supervise assigned personnel, and mentor PhD students and postdoctoral fellows Your profile You hold a PhD degree in biology, chemistry or physics and have substantial experience in macromolecular crystallography and beamline instrumentation at storage rings or XFELs Experience in experimental control and data analysis, especially in high throughput applications You are a good team player with fine communication skills, sense of responsibility, and very good command in spoken and written English; knowledge of German is an advantage We offer Our institution is based on an interdisciplinary, innovative and dynamic collaboration. You will profit from a systematic training on the job, in addition to personal development possibilities and our pronounced vocational training culture. If you wish to optimally combine work and family life or other personal interests, we are able to support you with our modern employment conditions and the on-site infrastructure. This is a Tenure Track position. The employment contract will initially be limited to 3 years. For further information please contact Dr Meitian Wang, phone +41 56 310 41 75 or Dr Bill Pedrini, phone +41 56 310 33 71. Please submit your application online by 30 November 2019 (including list of publications and addresses of referees) for the position as a Beamline Scientist (index no. 6121-00). Paul Scherrer Institut, Human Resources Management, Elke Baumann, 5232 Villigen PSI, Switzerland',\n", + " '[\"Verbal Communication Skills\", \"Research\", \"Positivity\", \"Collaboration\", \"Infrastructure\", \"Supervision\", \"Written English\", \"Operations\", \"Presentations\", \"Innovation\", \"Sourcing\"]',\n", + " '[\"Economy\", \"Resource Management\", \"Sustainability\", \"Indexer\", \"Employment Contracts\", \"Institutional Research\", \"Commissioning\", \"High Performance Computing\", \"Vienna Development Methods\", \"Laser\", \"Journals\", \"X-Rays\", \"Industrialization\", \"Survey Data Collection\", \"Naturalization\", \"Track (Rail Transport)\", \"Instrumentation\", \"Source (Game Engine)\", \"Limiter\", \"Experimentation\", \"DR-DOS\", \"Academic Support Services\", \"Crystallography\", \"Human Resource Management\", \"Storages\", \"Electronics\", \"Biology\", \"High Throughput Screening\", \"Personalization\", \"Survey Data Analysis\", \"Applied Research\", \"Physics\", \"Humanism\", \"Serializer\", \"Chemistry\", \"Peer Review\", \"Additives\", \"Personality Development\", \"S/SL Programming Language\", \"Data Analysis\", \"Controllability\"]',\n", + " \"['English', 'Amharic', 'Slovak', 'Welsh', 'Pashto']\"],\n", + " ['78',\n", + " 'python software engineer',\n", + " 'Ecublens',\n", + " '',\n", + " '',\n", + " '[[-1.83854505e-01 3.13536018e-01 4.22254711e-01 3.44365053e-02\\n4.65702027e-01 -2.22730830e-01 5.41637130e-02 3.56434554e-01\\n-4.34068441e-02 -4.36030000e-01 -1.64858475e-02 -1.34045780e-01\\n5.05928732e-02 8.50647688e-02 1.05993062e-01 3.68707150e-01\\n2.89231479e-01 1.16412111e-01 -1.73810720e-01 3.55999857e-01\\n1.94137946e-01 -2.04991162e-01 1.48378909e-01 6.91550195e-01\\n4.17710066e-01 4.06444147e-02 -7.38515556e-02 -9.26300585e-02\\n-2.40960449e-01 -2.58311301e-01 2.96355516e-01 -8.26480985e-02\\n1.37014529e-02 -2.94709831e-01 1.00075617e-01 4.72450033e-02\\n-2.92439312e-01 6.23716004e-02 -1.22555047e-01 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Engineer. Mission and activities Implement advanced statistical tools related to Nanolive Core Technology and Quantitative biology applicationsPrepare test protocols, run tests and analyse resultsDocument work results with Python notebooks or similar reports Required Master’s degree in Computer Science, Mathematics, Engineering or related area.Experience in Python scientific coding & djangoExperience in big data managementExperience in software industrialization and deploymentExperience with CI/CD, source management An Asset Experienceof unit testingKnowledge of hdf5, java programming, image analysis Key asset of the candidate Have a team player spirit, a quick perception, and a resourceful and fast-learning mindsetHave a strong sense of commitment and responsibility to respect planning and qualityHave a high analytical capacity and an adaptable, autonomous, rigorous and service-oriented mindsetHave effective communication in English (both written & oral – including technical documentation) What we offer You will get the opportunity to work in a fast-growing scale-up environment with highly motivated, competent and experienced individuals, and make a real difference for our customers. You will be working with a cutting-edge technology and facing the exclusive challenge of making it accessible to a wide audience by implementing creative solutions. Interested? Please visit our website, then click on “Apply Now” and fill your application including your cover letter and CV. We do not accept any recruitment agencies. Job Types: Full-time, Permanent Experience: Python: 1 year (Preferred) Education: Master's (Preferred) \",\n", + " '[\"Self-Motivation\", \"Adaptability\", \"Resourcefulness\", \"Planning\", \"Communications\", \"Creativity\"]',\n", + " '[\"Scale (Map)\", \"Tooling\", \"Accessioning\", \"Activism\", \"Industrial Software\", \"Programming (Music)\", \"Python (Programming Language)\", \"Biology\", \"Service-Oriented Modeling\", \"Agile Edge Technologies\", \"Computer Science\", \"Image Analysis\", \"Statistics\", \"Source (Game Engine)\", \"Analytics\", \"Big Data\", \"Technical Documentation\", \"Software Engineering\"]',\n", + " \"['English', 'Malayalam', 'Ossetian', 'Urdu']\"],\n", + " ['92',\n", + " 'product specialist - preclinical software',\n", + " 'Pratteln',\n", + " '',\n", + " '',\n", + " '[[-2.41236180e-01 2.90319145e-01 4.68818903e-01 -9.23457518e-02\\n5.66722870e-01 -4.17652465e-02 -3.56336087e-02 3.46196562e-01\\n3.00159715e-02 -3.08371961e-01 -3.29736546e-02 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Our unique products and outsourced services accelerate the development and regulatory submission of biopharma products. For more than 30 years, we have developed software by scientists, for scientists - a hallmark that is unrivaled in our field. For that reason, eight of the world’s top 10 pharma companies have relied on PDS software, as do industry-leading CROs, chemical companies, universities and regulatory agencies. Over the past several years, PDS has undergone many changes and is now competing in new fast-growth segments of our markets. We are still nimble with a rewarding start-up culture that allows you to make an immediate impact on the business. With business offices in New Jersey, Switzerland and Tokyo, we think globally, but act locally and now we have an exciting opportunity for a Product Specialist located in our Pratteln Basel office. PDS Life Sciences is searching for a motivated person to join a global leader in Preclinical LIMS Software Solutions as a Preclinical Product Specialist. Are you looking for an exciting new opportunity to become a key subject matter expert in the development of preclinical software? Join our team of scientists and software development experts in this unique opportunity. PDS prides itself on its reputation to create solutions For Scientists By Scientists. Job Description: Responsible for a full range of activities which ensure operational effectiveness and excellence in product implementation and optimization with customers.Responsible for creating/maintaining training materialsResponsible for providing first level support to existing customers as requiredResponsible for providing consulting services to customers as requiredAssists the Validation team during the customer’s OQ ProcessAssists with internal acceptance testing (OQ) Assisting with writing Test Scripts Assists with functional specifications development Assists with writing user stories and test specifications Assisting with updates to user manuals and release notes Provides suggestions for product improvement Some domestic travel and infrequent international travel needed Duties as directed by manager(s) Requirements: Degree in life sciences, Biology, Toxicology, Pathology, Animal Science or other related field 1-3 years’ laboratory experience in a preclinical research facility (CRO, pharmaceutical industry)Knowledge of Laboratory Information Management System(s) (LIMS) a plusGxP knowledge a plusHigh level of communication, organization and intercultural skillsGood knowledge of IT technology and IT methodologyMust be fluent in EnglishExcellent writing skillsStrong attention to detailAbility to work in a team and independentlyCustomer service orientation skills a plusAble to travel (approximately 10%... domestic and international) Job Type: Full-time Salary: CHF70,000.00 to CHF80,000.00 /year Experience: Biological Lab: 1 year (Preferred) Education: Bachelor's (Preferred) \",\n", + " '[\"Research\", \"Writing\", \"Service-Orientation\", \"Management\", \"Operations\", \"Consulting\"]',\n", + " '[\"User Story\", \"Life Sciences\", \"PD 5500 Standard\", \"Outsourcing\", \"Animal Science\", \"Industrialization\", \"Activism\", \"Maintainability\", \"Levelling\", \"Business Office Procedures\", \"Toxicology\", \"Productivity Improvement\", \"Localization\", \"Functional Specification\", \"Patentable Subject Matter\", \"Release Notes\", \"Biology\", \"Management Systems\", \"Personalization\", \"Information Management\", \"Laboratory Information Management Systems\", \"Validations\", \"Pharmaceuticals\", \"Pathology\", \"Software Development\", \"Community Organizing\", \"Test Script\", \"Job Descriptions\", \"Acceptance and Commitment Therapy (ACT)\", \"Acceptance Testing\"]',\n", + " \"['English', 'Dutch', 'Luba-Katanga']\"],\n", + " ['51',\n", + " 'data scientist',\n", + " 'Lausanne',\n", + " 'Publishing',\n", + " 'www.frontiersin.org',\n", + " '[[-3.23620260e-01 1.65432483e-01 5.47806978e-01 -9.65909287e-03\\n5.04691005e-01 -1.45443231e-01 -1.68182068e-02 3.73564124e-01\\n-1.41375095e-01 -2.55717307e-01 -1.63371891e-01 -3.02160978e-01\\n-3.07451673e-02 1.00709498e-01 7.07954466e-02 3.89789879e-01\\n2.98010319e-01 7.77123943e-02 -1.99934587e-01 3.57004225e-01\\n2.15718716e-01 1.70266069e-02 4.30273786e-02 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-3.51709485e-01 3.80060077e-03 7.93921202e-03]]',\n", + " \"Frontiers is a fast-growing open-access academic publisher with headquarters in Lausanne Switzerland, employing over 500 people. In the last 3 years, Frontiers has massively invested in data acquisition and modeling, leading to the deployment of sophisticated data products to further accelerate its business. We are looking for a Data Scientist to join our data science team in Lausanne. Your main focus will be developing state-of-the-art machine learning algorithms for a variety of applications (e.g. computer vision, NLP, recommendations systems) to improve our editorial workflow. You will contribute to the “full-stack” of data science, from experimentation to deployment in production. You will work together with product owners, machine-learning engineers and data engineers in order to build machine learning products that can advance Frontiers’ business. We are a diverse team of people from over 30 different countries with offices in Lausanne, Madrid, London, Seattle and Beijing. We are smart, hungry, and fast moving; operating in small teams, with freedom for independent work and fast decision making. Responsibilities Development, optimization and evaluation of machine learning models and pipelines Technological review of data science solutions and communication to management Proactive identification of opportunities for potential products within Frontiers Requirements Degree in Computer Science, Statistics or similar Demonstrable experience in data modeling and machine learning prototype development Proficiency in Python, including its scientific/statistical/NLP/Computer vision packages (e.g. NumPy, SciPy, scikit-learn, spaCy, OpenCV) Experience with SQL Experience with deep learning frameworks (e.g. PyTorch, Keras, Tensorflow) Willingness to share and adopt best work practices on a common codebase Fluency in English and strong communication skills Familiarity with big data platforms (e.g. Spark, Azure Databricks) is a plus Familiarity with deployment tools (e.g. Docker, Flask) is a plus Expertise in the field of scientometrics is a plus Benefits: 25 days' vacation per year and Christmas office closure; Participation into the company's annual bonus scheme; Professional development opportunities; Plenty of social & fun benefits: Christmas party, summer barbecue, monthly happy hour; Fruits & snacks in the kitchen as well as much tea & coffee as you like; In-house well being activities including free weekly yoga; A huge variety of self-organized activities from ski trips and football to French club. How to apply Please submit your application in English. Applicants must be Swiss or EU citizen, or have a valid Swiss work permit.\",\n", + " '[\"Verbal Communication Skills\", \"Proactivity\", \"Management\", \"Communications\", \"Operations\", \"Decision Making\", \"Socialization\"]',\n", + " '[\"Codebase\", \"Computer Science\", \"Data Modeling\", \"Statistics\", \"OpenCV\", \"Machine Learning\", \"Open Access\", \"Scikit-learn (Machine Learning Library)\", \"Recommender Systems\", \"Data Engineering\", \"Prototype (Manufacturing)\", \"NumPy\", \"Scheme (Programming Language)\", \"Activism\", \"Computer Vision\", \"Python (Programming Language)\", \"Yoga\", \"E (Programming Language)\", \"Experimentation\", \"Flask (Web Framework)\", \"Keras (Neural Network Library)\", \"Pipelining\", \"Investments\", \"Machine Learning Methods\", \"Professional Development Programs\", \"Data Science\", \"SpaCy (NLP Software)\", \"Docker (Software)\", \"Machine Learning Algorithms\", \"TensorFlow\", \"Deep Learning\", \"Big Data\", \"Data Acquisition\", \"Azure Databricks\", \"E-Tools\", \"Data Management Platforms\", \"SciPy\", \"PyTorch (Machine Learning Library)\", \"Workflows\", \"SQL (Programming Language)\", \"Adoptions\"]',\n", + " \"['English', 'Marshallese', 'Flemish', 'Malay']\"],\n", + " ['75',\n", + " 'software back-end engineer (m/w)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.71552032e-01 2.91270584e-01 3.82932365e-01 -6.69109868e-03\\n3.55228841e-01 -2.36295044e-01 2.26878119e-03 3.73446047e-01\\n-7.57382885e-02 -2.04707831e-01 -3.22159790e-02 -2.29785040e-01\\n-3.30118656e-01 -6.83388487e-02 1.30850390e-01 4.15461659e-01\\n2.63428152e-01 1.37489960e-01 -2.57047325e-01 3.84930313e-01\\n2.22024724e-01 -7.94562511e-03 -2.06433833e-01 6.13091886e-01\\n4.15168166e-01 6.67720009e-03 -1.12058461e-01 7.38009950e-03\\n-3.43387604e-01 -2.87937373e-01 3.34174991e-01 7.63941417e-03\\n-1.57293066e-01 -3.32568496e-01 5.75951636e-02 9.28215086e-02\\n-1.49799198e-01 8.00929070e-02 1.27713457e-01 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Contribute your ideas to our product development and system architecture Requirements: - BSc or MSc in Computer Science or equivalent - Proficiency in at least one object-oriented programming language (preferably Python) and at least one scripting language - In-depth understanding of basic data structures and algorithms - Familiarity with software engineering best practices (clean code, code review, test-driven development, ...) and version control systems - Experience with web development, API design, and third-party integration - Advanced knowledge of relational databases - Some experience with the technologies we’re using is a plus: - Python, Django, Flask, SQLAlchemy, Pytest - PostgreSQL, PostGIS - JavaScript, Angular, HTML5, CSS3, Bootstrap - Git, Bitbucket, CircleCI - Worked previously in ‘agile’ team(s) and are looking forward to doing it again, - Are comfortable working in English and German; you have a great read, good spoken command of it. Benötigte Skills Englisch JavaScript Angular HTML5 CSS3 Bootstrap PostgreSQL Python',\n", + " '[\"Collaboration\", \"Integration\"]',\n", + " '[\"Bitbucket\", \"Control Systems\", \"MSC Software\", \"Test-Driven Development (TDD)\", \"Agility\", \"Circleci\", \"API Design\", \"Computer Science\", \"Object Oriented Programming Language\", \"Good Agricultural Practices\", \"Data Engineering\", \"Version Control\", \"PostgreSQL\", \"Python (Programming Language)\", \"HTML5\", \"Systems Architecture\", \"Web Development\", \"Flask (Web Framework)\", \"Software Engineering\", \"Django (Web Framework)\", \"Object-Oriented Programming (OOP)\", \"Bootstrap (Front-End Framework)\", \"JavaScript (Programming Language)\", \"SQLAlchemy\", \"Code Review\", \"Adapter Scripting Language\", \"PostGIS\", \"Data Structures\", \"Front End (Software Engineering)\", \"Angular (Web Framework)\", \"Relational Databases\", \"Algorithms\", \"Git Flow\", \"Application Programming Interface (API)\", \"Agile Product Development\"]',\n", + " \"['English']\"],\n", + " ['57',\n", + " 'java software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.57583886e-01 2.24278361e-01 6.10608578e-01 -1.32473692e-01\\n5.40641129e-01 -2.66387910e-01 8.89475271e-03 4.58861977e-01\\n-1.72101825e-01 -3.97874653e-01 -8.91604796e-02 -2.91676521e-01\\n-8.50128308e-02 1.08348310e-01 1.90760925e-01 3.06241989e-01\\n2.47287810e-01 1.53054461e-01 -1.96567520e-01 3.35067272e-01\\n1.45332381e-01 -1.12508059e-01 -7.27547472e-03 7.02277780e-01\\n4.61279154e-01 2.71470379e-02 -1.81327716e-01 8.36401954e-02\\n-2.35679656e-01 -3.43126655e-01 4.10136104e-01 5.15991859e-02\\n-1.31657824e-01 -2.32896119e-01 1.05538338e-01 6.84699789e-02\\n-2.18084857e-01 -3.67332511e-02 -2.30334215e-02 2.25426018e-01\\n-5.01278996e-01 -1.63770318e-01 1.30645633e-01 6.71180561e-02\\n-1.26623824e-01 -2.61265814e-01 6.97741583e-02 -1.47142988e-02\\n1.72037661e-01 -2.97129825e-02 -6.49174213e-01 3.30680430e-01\\n-1.55511528e-01 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1.59141764e-01\\n-1.88917920e-01 -1.03359103e-01 1.25873491e-01 2.11416766e-01\\n1.26016781e-01 3.47677231e-01 -2.63669252e-01 -2.25019798e-01\\n-2.77623743e-01 2.68201560e-01 -3.32442760e-01 1.74849391e-01\\n-1.55298963e-01 3.42802942e-01 1.53565735e-01 1.28540710e-01\\n1.73937172e-01 -4.52347361e-02 -1.25829980e-01 -2.02888966e-01\\n-3.53951782e-01 -2.95110673e-01 8.25848579e-02 -2.93367654e-02\\n1.67923048e-01 -4.18692261e-01 -4.70832735e-02 -6.47504330e-02\\n-2.66997725e-01 -2.90285826e-01 -9.46866497e-02 -1.43150270e-01]]',\n", + " 'We are currently looking on behalf of one of our important clients for a Java Software Engineer. This role is a permanent position based in Zürich or Bern Canton depending on candidate preference. Your role: Develop sophisticated web / JEE applications. Develop software & enterprise architectures. Design technical solutions in collaboration with customers. Making cost estimates. Contribute to the further development of software development within the business. Your Skills: Experienced in the development of solutions based on Java technologies / open source frameworks. Good knowledge in the following areas: JAVA frameworks for dependency injection O / R mapping & access control (Spring, Hibernate) JAVA application server (Tomcat, JBoss, WebSphere or WildFly) Spring & Vaadin JAVA Web technologies (JSF and PrimeFaces ) Client-side JavaScript UI technologies (Angular 2, React) JAVA UI technologies (JavaFX) Cloud technologies (Docker, Openshift, Kubernetes) Database technologies (Oracle, MySQL, Maria DB) Experience in agile software development is advantageous. Your Profile: Higher education in Computer Science. Self-driven, self-motivation, open-minded & solution-oriented. Cooperative, quality-focused & both customer & team-oriented. Analytical, conceptual & in possession of a quick understanding. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " '[\"Self-Motivation\", \"Team Oriented\", \"Cooperation\", \"Collaboration\", \"Positivity\"]',\n", + " '[\"MySQL\", \"OpenShift\", \"Kubernetes\", \"Computer Science\", \"Analytics\", \"Mobile Application Software\", \"Higher Education\", \"Vaadin\", \"Hibernate (Java)\", \"Primefaces\", \"WildFly (JBoss AS)\", \"Application Servers\", \"Software Engineering\", \"React.js\", \"Agile Software Development\", \"Open Source Technology\", \"Docker (Software)\", \"Conceptualization\", \"Enterprise Architecture\", \"Java Application Server\", \"Java Collections Framework\", \"Project-Based Solutions\", \"Access Controls\", \"Dependency Injection\", \"Cost Estimation\", \"R (Programming Language)\", \"JavaScript (Programming Language)\", \"JavaFX\", \"Receivables\", \"Angular (Web Framework)\", \"Technical Solution Design\", \"Java Web Services\", \"Software Development\", \"Mapping\", \"Java (Programming Language)\", \"Apache Tomcat\", \"JSF 2\", \"Cloud Technologies\"]',\n", + " \"['English', 'Slovak', 'Cree', 'Telugu']\"],\n", + " ['75',\n", + " 'business application analyst (m/f)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.95008665e-01 3.99013340e-01 4.29643035e-01 6.23621792e-02\\n6.08087063e-01 6.52238876e-02 1.04930684e-01 1.14952393e-01\\n7.00906217e-02 -2.68205762e-01 -1.38870880e-01 -1.20139062e-01\\n-5.62866032e-02 -7.93280452e-02 1.21173106e-01 4.18069065e-01\\n3.15848827e-01 -5.43995164e-02 -3.28657031e-03 2.79873222e-01\\n-5.72428331e-02 8.00456665e-03 2.15325020e-02 5.92675447e-01\\n4.05653894e-01 1.20013863e-01 -3.50275636e-02 1.12025894e-01\\n-2.48493224e-01 -3.62214535e-01 3.75085354e-01 3.69461626e-02\\n-2.33532578e-01 -3.03215653e-01 6.88816160e-02 1.64522588e-01\\n-1.85275301e-01 1.21623948e-02 -1.24451324e-01 3.28230113e-03\\n-4.66755688e-01 -2.48992056e-01 -4.48130071e-02 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Finance, Legal, Cross-functions) - Provide support to Trading and Operations team in their usage and ramp-up on the Application (training, coaching, change management) - Supervise end users application’s usage in order to guarantee the efficient use of the software - Coach and Train new comers in the understanding of our processes and a proper usage of the applications related to the function of the employee. - Perform review on application usage and data quality and trigger necessary training or process improvements - Define and Implement Projects for new requirements and/or evolution of the applications - Manage the continuous improvement of our Business processes: - Help in ensuring the defined IS applications matches the business requirements of internal departments - Review Processes supported by IS systems and work in coordination with the functional departments to propose processes/Systems changes. - Specify and implement necessary system changes - Manage the testing phases and ensuring quality performance with the external developers involved in various IS improvement projects - Lead Change Management with the users whilst implementing change - Get user-feedback and trigger necessary tasks or subprojects to reach a balance between Processes, Controls, user satisfaction and capability/cost efficiency of the IS Solution - Follow-up on processes implemented, new and existing, and ensure continuous improvement - Identify user needs for reporting and implement them once specified and approved - With the support and in relation with the Business Process Owners, review the processes defined by each BPO and ensure our Operating Model is updated - Manage specific and ad-hoc IS/IT Projects - Gather Requirements and Objectives of the Project - Manage the different Project Phases from Requirements till post-support implementation - Ensure a proper handover and transition of Project deliverables to the employees (Training, support of employees on requests) Profile required: Educational Background / Qualifications: - Degree in Computer science with experience in project management - Secondary Education in cross functional areas Technical Skills: - CRM Systems (SalesForce, Oracle) - Good knowledge of Reporting systems and Business Intelligence tools (IBM Cognos, Quickview,..) - General understanding of main ERP functionalities (SAP) - Scripting language (SQL, JavaScript, any other scripting languages) - First experience on Mobility and Mobile Apps development Experience required: - Good knowledge and practice in usage of CRM, ERP and Reporting software - Ability to successfully identify strengths and areas of improvement in processes and further lead change management across all functional departments - Experience in project management, as well as implementation and deployment of IS systems - Technical ability in managing directly small evolutions in the current Applications - Ability to perform specific adhoc analysis and queries through systems to assess usage and provide reports, dashboard, KPIs - Proven capabilities in coaching, training and development Competency profile: - Good knowledge and practice in usage of CRM, ERP and Reporting software - Ability to successfully identify strengths and areas of improvement in processes and further lead change management across all functional departments - Good experience in project management, as well as implementation and deployment of IS systems - Technical ability in managing directly small evolutions in Applications - Ability to perform specific adhoc analysis and queries through systems to assess usage and provide reports, dashboard, KPIs Interpersonal competencies / communication - Service-oriented - Communication capability with specialists and non-specialists (oral and written) - Listening skills - Ability to manage diversity and complexity of processes - Negotiation/conflict resolution skills - Reactivity - Time management skills - English professional. Good German. Any other language is a plus Benötigte Skills Englisch Projektleitung Qualitätssicherung CRM ERP Oracle Cognos SAP SQL JavaScript Requirements Engineering Schulung Strategie',\n", + " '[\"Negotiation\", \"Professionalism\", \"Supervision\", \"Management\", \"Listening Skills\", \"Operations\", \"Training And Development\", \"Time Management\"]',\n", + " '[\"Data Quality\", \"QuickView\", \"Business Intelligence Tools\", \"Ad Hoc Testing\", \"Computer Science\", \"Customer Relationship Management (CRM) Software\", \"Asynchronous Serial Communication\", \"Process Automation Systems\", \"Reactivity\", \"Process Improvements\", \"Performance Review\", \"Mobile App\", \"SAP Sybase SQL\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Secondary Education\", \"Dashboard\", \"Business Intelligence\", \"Mobility\", \"Process Control\", \"Business Requirements\", \"MFG/Pro (ERP)\", \"Cross-Functional Coordination\", \"Finance\", \"Business Process\", \"SAP Functional\", \"Specific Performance\", \"Requirements Engineering\", \"JavaScript (Programming Language)\", \"Continuous Improvement Process\", \"Implement Projects\", \"Adapter Scripting Language\", \"User Feedback\", \"Project Management\", \"Scripting\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"Diversity Management\", \"SQL (Programming Language)\", \"Technical Support\", \"International Business\", \"Conflict Resolution\", \"Change Management\"]',\n", + " \"['English', 'Welsh', 'Swedish']\"],\n", + " ['62',\n", + " 'project manager for training, media and communication in global logistics',\n", + " 'Chuang-li',\n", + " 'Industrial Manufacturing',\n", + " 'www.hilti.com',\n", + " '[[-8.40743482e-02 2.58469582e-01 4.16815966e-01 1.25929350e-02\\n5.25840521e-01 -4.37766649e-02 6.82556182e-02 3.49865973e-01\\n-3.04325055e-02 -5.84392428e-01 6.65341020e-02 -2.43442863e-01\\n6.04313426e-02 1.90676123e-01 9.68776345e-02 4.08527315e-01\\n2.18765289e-01 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You can drive, lead and implement global logistics projects with focus on competencies and trainings. You design and create digital media supported communication materials to strengthen our offering in transfer of knowledge and communication in an effective, target group-oriented approach. Who is Hilti? If you’re new to the industry, you might not have heard of us. We provide leading-edge tools, technologies, software and services for the global construction sector. We have a proud heritage, built over 75 years, and a worldwide reputation for pioneering products and exceptional service. With some 29,000 people in more than 120 countries, which we’re looking to expand, we’re a great place for you to show us your worth, step up to new challenges and grow your career. What does the role involve? You lead and drive project execution within global logistics where design tasks play a key role. You drive the learning experience of your stakeholders through training program and platform design. You ensure proper implementation including hand-over and trainings to the end users. You know which methods contribute to understanding a communicative problem in all its complexity. You formulate precise communication goals and define the working steps necessary to achieve a specific goal. Out of the box thinking and creativity helps to find innovative solutions. You design required film and picture material to serve your stakeholders requirements. After a sound analysis and fact base of the as-is situation you define the required steps to achieve the targeted solution. You manage the change with different stakeholder groups and communicate regularly to our management team. Our department drives overarching, cross-functional initiatives in a global set-up and it’s your opportunity to be part of this. What do we offer? Show us what you’re made of and we’ll offer you opportunities to move around the business – to work abroad, experience different job functions and tackle different markets. It’s a great way to find the right match for your ambitions and achieve the exciting career you’re after. We have a very thorough people review process, unlike any we know of in any other business. We screen everyone in the company in a yearly career performance matching process. It means we can pair talent with opportunities - developing our people in their current roles or challenging them to work in new ways or in new places. It’s how we find the right fit and further our teams personally and professionally. Additionally, we offer you a competitive salary and a wide range of benefits, these may include day care for your kids or a free in-house gym. Why should you apply? Within this role you have a unique chance to connect with many people in a wide variety of roles across our global organisation. Hilti's unique company culture stands for an ambitious but caring working environment. If you are looking to develop your career with a global player and international innovation driver and want to be part of a great, international team, we strongly appreciate your application. What you need is: A University degree ideally in Supply Chain or Media related Arts and Design Excellent networking and interpersonal communication skills Experience in project management, film production, photography and interactive design Ideally functional expertise in logistics and/or communications Fluent in English any other language a clear benefit\",\n", + " '[\"Professionalism\", \"Construction\", \"Interpersonal Communications\", \"Management\", \"Communications\", \"Distributed Team Management\", \"Innovation\", \"Creativity\"]',\n", + " '[\"Tooling\", \"Stakeholder Requirements\", \"Global Logistics\", \"Supply Chain\", \"Industrialization\", \"European Training Programs\", \"Films\", \"Digital Media\", \"Idealization\", \"Executable\", \"Hostile Work Environment\", \"TARGET 3001!\", \"Cross-Functional Coordination\", \"Logistics\", \"Personalization\", \"Product Photography\", \"Project Management\", \"Interactive Design\", \"Additives\", \"Derivatives\", \"Media 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Do you combine an excellent understanding of software engineering with the ability to improve your skills continuously as technology evolves? Imagine what we could achieve together. Join us!Your responsibilitiesYour backgroundMore about usBring your very own sense of pride and purpose as you help us drive forward the Fourth Industrial Revolution – creating a sustainable future for our planet, and your career. Join ABB and harness the power of our diverse global network, as you collaborate with and learn from our world-class teams. Above all, challenge yourself every day. Let’s write the future, together. It is an exciting time to join ABB Power Grids. ABB and Hitachi have signed an agreement to create a joint venture (JV). By combining ABB Power Grids’ with Hitachi’s complementary strengths, we plan to form a new and stronger global leader in the power sector. ABB Power Grids and Hitachi will have more than 230 years of combined heritage and experience. Together, we will be well-positioned to shape the future of energy, with pioneering technologies, as the partner of choice for enabling a stronger, smarter and greener grid. The transaction is expected to be completed by the first half of 2020, subject to regulatory approvals. Join us on this exciting journey. Interested in joining our team? If so, we look forward to receiving your full application (motivation letter, CV, references) only via our online careers tool. A better world begins with you at www.abb.com/careers ABB Switzerland Ltd. Tamara Hofmann Talent Partner Phone: +41 79 627 53 03 www.facebook.com/ABBCareer www.xing.com/companies/abbschweizag www.linkedin.com/company/abb www.instagram.com/abbcareer',\n", + " '[\"Collaboration\", \"Writing\", \"Planning\"]',\n", + " '[\"Automation\", \"Tooling\", \"Imagine (3D Modeling Software)\", \"Receivables\", \"Library For WWW In Perl\", \"Component Object Model (COM)\", \"Sustainability\", \"Embedded Software\", \"Joint Ventures\", \"Software Engineering\", \"Industrialization\"]',\n", + " \"['English', 'Zulu']\"],\n", + " ['75',\n", + " 'data engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.88269430e-01 2.94415712e-01 4.65653837e-01 3.20367999e-02\\n4.92364705e-01 -2.39974439e-01 4.56440225e-02 4.08633798e-01\\n-6.60782233e-02 -3.07340473e-01 -4.99879420e-02 -3.57966393e-01\\n-9.61383581e-02 5.20589724e-02 1.92756921e-01 5.40300012e-01\\n1.87373698e-01 1.09871030e-01 -1.71182752e-01 2.59725928e-01\\n1.42362937e-01 -1.25704765e-01 -1.36242777e-01 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-2.22498905e-02]]',\n", + " 'Job Informationen Your tasks: Develop and architect new data solution using AWS cloud services Develop and optimize back-end systems and provide support to the front-end developers Maintain current Data Warehousing architecture and processes Implement structured and methodical ways to achieve high quality reporting Your profile: Bachelor’s or Master’s degree in Computer Science or similar Minimum 2 years of working experience Good Knowledge in MSSQL, SSIS, SSAS and SSRS is a plus Good understanding of ETL process, dimensional modeling and data warehousing architecture Knowledge of different range of AWS Services and Big Data architecture Knowledge in Python or other scripting language Good analytical and problem solving skills Independent, self-motivated and comfortable in a fast-paced environment Fluent in English and German Benötigte Skills SQL Server ETL Python Python Englisch',\n", + " '[\"Self-Motivation\", \"Problem Solving\"]',\n", + " '[\"Cloud Services\", \"Front End (Software Engineering)\", \"Dimensional Modeling\", \"Data Warehousing\", \"Python Server Pages\", \"Back End (Software Engineering)\", \"SQL Server Integration Services (SSIS)\", \"Python (Programming Language)\", \"Maintainability\", \"Computer Science\", \"AWS Directory Service\", \"Analytics\", \"Microsoft SQL Servers\", \"Big Data\", \"End Systems\", \"Extract Transform Load (ETL)\", \"Adapter Scripting Language\"]',\n", + " \"['English', 'Venda']\"],\n", + " ['50',\n", + " 'software engineer javascript - electron',\n", + " 'Lausanne',\n", + " '',\n", + " '',\n", + " '[[-2.16984361e-01 2.47328326e-01 4.60690200e-01 -3.80829582e-03\\n4.87593353e-01 -2.68072516e-01 8.08769986e-02 2.64659286e-01\\n1.61599770e-01 -3.96945119e-01 6.94409311e-02 -2.25233674e-01\\n-1.61666527e-01 7.16917813e-02 1.57274976e-01 3.59286427e-01\\n2.89349854e-01 7.53144771e-02 -1.98476180e-01 4.11089778e-01\\n9.10920650e-02 -1.32271528e-01 2.36991700e-02 6.71722054e-01\\n3.67895424e-01 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-1.04441129e-01]]',\n", + " 'Software Engineer JavaScript - Electron Starting date: as soon as possible YOUR ROLE: To grow our software engineering team, we are seeking a full stack web developer who will be responsible for defining, designing, implementing, testing and supporting our desktop Electron based application. This application will create added value outputs for our customers. You have a strong knowledge of HTML5/CSS/JavaScript technologies, love TypeScript even more and want to use it to build a cutting edge desktop application. You are familiar with terms like unit tests, integration tests, regression tests and stress tests. You know when good is “good enough” and where to take a closer look. RESPONSIBILITIES: Define, architecture, build, maintain and document our Electron based desktop application Write robust, stable, reliable and maintainable code within committed time frames Develop for testability, ensure software quality, and contribute to test automation/CI infrastructure development and maintenance. Contribute to end-to-end test in typical customer scenarios as well as stress and scale scenarios Deliver fixes for defects and regressions Integrate Flyability low level APIs in the Electron application YOUR PROFILE: 3+ years experienced full stack web developer BS/MS degree in Computer Science or related disciplines Highly Proficient in ES8+ JavaScript, HTML5, CSS You have a passion for building products with great UX Experience with Node.js and Webpack Know how to create a RESTful APIs, including secure authentication Strong knowledge and experience with modern database technologies Familiar with agile methodologies You have excellent communication skills and like challenging the status quo Previous experience of Electron based app development is a major plus Prefer TypeScript over JavaScript is a major plus Experience with one of the following JavaScript frameworks is a plus: Vue.js, React.js, Angular.js or other Experience with other programming language like C++ or Java is a plus Previous experience writing C++/node wrapper is a plus Previous experience with subscription system is a plus 3D graphics (three.js/WebGL/OpenGL) programming experience is a plus In addition to your passion for high tech products, and your motivation to work in a challenging and innovative environment, you can be represented by the following traits: Team player, willing to collaborate with multicultural people from various horizons Passion for web technologies Problem-solving mindset, hands-on, proactive and willing to take ownership Strong commitment to quality, architecture and documentation Flexible and self-motivated with a strong desire to learn Sensitive to the user’s point of view, willing to improve the overall user experience Fluent in English, French would be a plus',\n", + " '[\"Verbal Communication Skills\", \"Self-Motivation\", \"Writing\", \"Collaboration\", \"Proactivity\", \"Infrastructure\", \"Problem Solving\", \"Reliability\", \"Integration\", \"Innovation\"]',\n", + " '[\"Secure Password Authentication\", \"KM Programming Language\", \"Programming (Music)\", \"Cascading Style Sheets (CSS)\", \"Value-Added Services\", \"Unit Testing\", \"Computer Science\", \"Vue.js\", \"JavaScript Engine\", \"TypeScript\", \"Scale (Map)\", \"C++ (Programming Language)\", \"Node.js\", \"Maintainability\", \"HTML5\", \"High Tech Manufacturing\", \"Test Automation\", \"Web Development\", \"Software Engineering\", \"React.js\", \"Software Quality (SQA/SQC)\", \"Webpack\", \"Agile Methodology\", \"Three.js\", \"Electronics\", \"Testability\", \"WebGL\", \"JavaScript (Programming Language)\", \"JavaScript Frameworks\", \"Cardiac Stress Tests\", \"Angular (Web Framework)\", \"3D Graphic Design\", \"Additives\", \"User Experience\", \"Maintaining Code\", \"Java (Programming Language)\", \"Joint Test Action (IEEE Standards)\", \"OpenGL\", \"RESTful API\"]',\n", + " \"['English', 'Assamese']\"],\n", + " ['78',\n", + " 'data scientist',\n", + " 'Ecublens',\n", + " '',\n", + 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3.37293684e-01 -1.13268092e-01 -3.77458513e-01\\n-3.05585086e-01 2.97581404e-01 -1.55567721e-01 1.88475400e-01\\n2.21482329e-02 3.81440490e-01 2.80639566e-02 1.98177546e-01\\n3.36726397e-01 3.79857793e-02 -1.58774555e-01 -2.81602234e-01\\n-1.30580917e-01 -2.01127902e-01 -5.71283454e-04 -6.60051405e-02\\n1.24478027e-01 -3.39486122e-01 -9.33265388e-02 -1.62183732e-01\\n-1.76691249e-01 -3.75046730e-01 -1.39651662e-02 -1.21429220e-01]]',\n", + " \"What we are looking for To accelerate projects and growth, Nanolive is looking for strengthening its development team with a highly self-motivated, enthusiastic, result oriented Python Data Scientist. Mission and activities Implement advanced statistical and data analysis tools related to Nanolive Core Technology and Quantitative biology applicationsImplement environment development and architecture in PythonValidate proofs of concepts through modelling and simulationPrepare test protocols, run tests and analyse resultsDocument work results with Python notebooks or similar reports Required Master’s or PhD degree in Computational Science, Mathematics, Engineering or related area.Experience in Python scientific codingExperience in big data managementStrong background in Mathematics, Physics or Biology An Asset Experience with CI/CD, source management & djangoKnowledge of unit testingKnowledge of hdf5, java programming, image analysis Key asset of the candidate Have a team player spirit, a quick perception, and a resourceful and fast-learning mindsetHave a strong sense of commitment and responsibility to respect planning and qualityHave a high analytical capacity and an adaptable, autonomous, rigorous and service-oriented mindsetHave effective communication in English (both written & oral – including technical documentation) What we offer You will get the opportunity to work in a fast-growing scale-up environment with highly motivated, competent and experienced individuals, and make a real difference for our customers. You will be working with a cutting-edge technology and facing the exclusive challenge of making it accessible to a wide audience by implementing creative solutions. Interested? Please visit our website, then click on “Apply Now” and fill your application including your cover letter and CV. We do not accept any recruitment agencies. Job Types: Full-time, Permanent Experience: python: 1 year (Preferred)Big Data management: 1 year (Preferred) Education: Master's (Required) \",\n", + " '[\"Self-Motivation\", \"Adaptability\", \"Resourcefulness\", \"Planning\", \"Management\", \"Communications\", \"Creativity\"]',\n", + " '[\"Computational Science And Engineering\", \"Integrated Development Environments\", \"Accessioning\", \"Programming (Music)\", \"Computer Science\", \"Analytics\", \"Data Management\", \"Statistics\", \"Mathematical Sciences\", \"Scale (Map)\", \"Activism\", \"Python (Programming Language)\", \"Agile Edge Technologies\", \"Source (Game Engine)\", \"Image Analysis\", \"Mathematical Physics\", \"Biology\", \"Service-Oriented Modeling\", \"Big Data\", \"Technical Documentation\", \"Survey Data Analysis\"]',\n", + " \"['English', 'Navaho', 'Kwanyama', 'Sango', 'Aymara']\"],\n", + " ['57',\n", + " 'clinical data manager basel or geneva',\n", + " 'Basel',\n", + " '',\n", + " '',\n", + " 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2.36916468e-01 -1.28424108e-01 2.55955994e-01\\n7.19210207e-02 3.83944631e-01 -1.55547619e-01 2.18073830e-01\\n3.66450667e-01 -1.65159777e-01 -2.92505741e-01 -4.39564705e-01\\n-1.74445257e-01 -7.92542920e-02 1.46334410e-01 -7.29630142e-02\\n1.74720407e-01 -3.97605479e-01 -1.52007505e-01 -2.94425905e-01\\n-2.23125577e-01 -4.01335359e-01 -5.22471294e-02 2.59413198e-03]]',\n", + " 'For one of our clients, we are lookinf for a Clinical Data Manager Reporting to the Head of Clinical Data Management, the selected candidate will collaborate with the team with the objective of making clinical data, coming from different sites, available for the analysis and decisions of our Clinical Science and Medical professionals. Key responsibilities Lead and coordinate all data management activities from study start up through database lock and perform vendor oversight for outsourced activities. Lead the development and revision of Data Management Documentation, such as Case Report Form (pCRF or eCRF), Study Validation Plan (SVP), Data Management Plan (DMP), Data Validation Plan (DVP), Data Management Report (DMR), EDC specifications, reports, throughout the lifecycle of the project and ensures compliance with established SOPs, GCP and international regulatory guidelines. Develop Data Transfer Agreement (DTA) between XXXXXX and vendors and reconcile data within the Clinical Database. Develop test scripts and execution logs for User Acceptance Testing (UAT), coordinate UAT of eCRF build and validation documents. Provide Clinical Data Management support to Clinical Operations, Project Management, Drug Safety, Clinical Science and Biostatistics team. Provide input and review clinical documents such as Protocols, Clinical Study Reports, Laboratory Analysis Plan and Statistical Analysis Plan. Provide training on study trial tools and create user guides. Assist in definition and design of CDISC compliant data listings, summary table validation, data specifications and/or process data transfers in preparation for statistical review. Coordinate the archiving / filing in TMF of study databases and CDM related documents. Assist in reconciling AE/SAE data in Safety database and/or other Data Collaborate with IT and Clinical Database Developers (DBD) to address Clinical application requests and/or changes to Clinical database systems, support development and implementation of new technologies. Participate in Clinical Trial Meetings, conference calls and/or meetings with vendors. Develop, revise and maintain standard operating procedures and working instructions Coaching and mentoring of other CDM staff and newcomers Skills and competencies Strong Clinical Data Management experience is required, gained in pharmaceutical industry, CRO or Life Science related industry. Ability to coordinate the data management activities with the project team, prioritize multiple tasks and manage time efficiently. Detail oriented, solution oriented with excellent organizational and communication skills. Knowledge of CDISC standards. Knowledge of RDBMS, clinical database applications, SQL, SAS, Excel, Access, VBA. Fluent in English is required. Working knowledge of Good Clinical Practices, Clinical research, Clinical trial process and related regulatory requirements and terminology. Understanding of the research environment and good knowledge of global regulatory requirements such as ICH GCP and CFR 21 part 11',\n", + " '[\"Verbal Communication Skills\", \"Research\", \"Professionalism\", \"Collaboration\", \"Coordinating\", \"Decisiveness\", \"Planning\", \"Time Management\", \"Operations\", \"Detail Oriented\", \"Prioritization\"]',\n", + " '[\"Development Testing\", \"Clinical Document Architecture\", \"Database Application\", \"Tooling\", \"Accessioning\", \"Clinical Laboratory Science\", \"Data Validation\", \"Life Sciences\", \"Data Management\", \"Statistics\", \"SAS (Software)\", \"Clinical Trials\", \"System Support\", \"Standard Operating Procedure\", \"Outsourcing\", \"Database Development\", \"Statistical Coupling Analysis\", \"Industrialization\", \"Case Report Forms\", \"Good Clinical Practices (GCP)\", \"File Archiver\", \"Activism\", \"Maintainability\", \"Executable\", \"Clinical Practices\", \"Validation Master Plan\", \"Data Management Plan\", \"Biostatistics\", \"User Guide\", \"Clinical Research\", \"Activity Manager\", \"Revisions\", \"Clinical Data Warehouse\", \"Clinical Data Management\", \"Database Systems\", \"Validations\", \"Pharmaceuticals\", \"Instructing\", \"Locks\", \"Clinical Study Reports\", \"Google Cloud Platform (GCP)\", \"Data Transfer Object\", \"Project Management\", \"Test Script\", \"Industrial Relations\", \"Title 47 CFR Part 15\", \"Electronic Data Capture (EDC)\", \"Data Processing\", \"SQL (Programming Language)\", \"Regulatory Requirements\", \"Acceptance Testing\"]',\n", + " \"['English', 'Telugu']\"],\n", + " ['17',\n", + " 'data science manager f/m switzerland',\n", + " 'Switzerland',\n", + " 'Consulting',\n", + " 'www.axxiome.com',\n", + " '[[-2.45921910e-01 3.64944696e-01 5.66830039e-01 -4.42552194e-03\\n6.07137740e-01 -3.58532816e-02 -7.13070855e-04 2.29102582e-01\\n-8.79856385e-03 -4.23271626e-01 -1.12019163e-02 -2.79152483e-01\\n1.17464408e-01 1.81373224e-01 2.31768861e-02 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-9.22714770e-02\\n2.63544202e-01 -2.78902918e-01 -6.21061912e-03 -2.97500670e-01\\n-2.16268674e-01 -5.27362585e-01 1.41717307e-02 -1.07467048e-01]]',\n", + " 'OUR COMPANY Our mission is to deliver solutions to the financial services industry, driving business and technology change through proven global expertise. Axxiome is a name synonymous with quality and value for financial services organizations that are looking to improve or build upon their IT operations. With offices and subsidiaries in many countries across 4 continents, Axxiome excels in transforming legacy banking and insurance platforms to modern solutions and is considered a leader in implementation and integration of digitization initiatives across the globe. In Cooperation with the Business Engineering Institute St.Gallen AG (BEI AG) we are building up a Data Science team for financial services. Innovation based on science and projects will lead us to success. BEI AG is the leading company for turning knowledge gained from research and science into practice-oriented consulting and innovative solutions. Join our team as DATA SCIENCE MANAGER F/M SWITZERLAND JOB DESCRIPTION As Data Science Manager you will manage a team of 3-5 highly educated and experienced data science analysts and developers, collaborate with the BEI AG and be responsible with your team for innovation and accurate data collection, processing, modelling and analysis to drive business. Lead data science projects end to end and coordinate functional teams/developers of 3-5 employees Mine, analyze customer data to drive optimization and improvement of products, marketing techniques and business strategy with your team Develop/use predictive statistics behavioral or other models by machine learning and/or traditional statist. modeling techniques to increase and optimize customer experience and revenue generation Develop data models, algorithms, tools and methods Applied knowledge of the configuration options of modules within or across packages to functional solutions using detailed knowledge of package capabilities to meet business requirements Create showcases how BI data can help to facilitate and drive business decisions focused on Financial Services Industries Connect findings to business initiatives and approach customer at various management levels to create opportunities REQUIREMENTS Master’s degree in engineering, computer science, physics, math or economics Familiar with the principles of modelling 5 years of experience Project Management SQL database management and maintenance skills Several years developing sustainable customer relations Fluent in German and English ADDITIONAL AS A PLUS Machine Learning, AI Python; R and/or SPSS knowledge or equivalent tools WE OFFER Unleash your potential in an international company with flat hierarchies. Enjoy a maximum of personal freedom. A structured onboarding process ensure that our new hires get familiar with Axxiome, receive right tools and feel seen and accountable. An attractive salary model with performance-based bonuses, a generous home office regulation, a company car for private use and other benefits of a modern consulting company round off our offer to you. As a top performer, you also participate directly in the company’s success through an investment model. To ensure that your knowledge is always “state-of-the-art”, you regularly take part in internal and external training courses. An intensive training and a regular coaching enable you to reach your personal goals. YOUR APPLICATION Please apply online with your complete set of documents, including your desired salary and your possible starting date at recruiting.dach@axxiome.com. For any questions please don’t hesitate to contact Hardy Schwarzer, Recruiting Manager Europe at Axxiome (hardy.schwarzer@axxiome.com, +49 151 27 655 588).',\n", + " '[\"Research\", \"Cooperation\", \"Collaboration\", \"Coordinating\", \"Decisiveness\", \"Management\", \"Accountability\", \"Operations\", \"Integration\", \"Innovation\", \"Consulting\"]',\n", + " '[\"Tooling\", \"Computer Science\", \"Statistics\", \"Prediction\", \"Technological Change\", \"Business Strategies\", \"Financial Services\", \"Sustainable Development\", \"Service Level Management\", \"Onboarding\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"M (Programming Language)\", \"Customer Data Integration\", \"Performance Based Contracting\", \"Process Modeling\", \"Statistical Modeling\", \"SQL Plan Management\", \"Investments\", \"Machine Learning Methods\", \"Data Science\", \"Business Requirements\", \"Logical Data Models\", \"Digitization\", \"R (Programming Language)\", \"Personalization\", \"Physics\", \"Receivables\", \"Service Innovation\", \"Modulation\", \"Economics\", \"Product Marketing\", \"Banking\", \"Project Management\", \"Algorithms\", \"Customer Experience\", \"Service Industries\", \"Additives\", \"Data Collection\", \"Job Descriptions\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"New Hire Orientations\"]',\n", + " \"['English']\"],\n", + " ['114',\n", + " 'internship aircraft data analytics (all genders)',\n", + " 'Zürich',\n", + " 'Airlines',\n", + " 'www.swiss.com',\n", + " '[[-2.29393035e-01 4.43029404e-01 4.40452278e-01 -3.24731357e-02\\n5.66313446e-01 -2.51350254e-02 1.98204517e-02 3.56611371e-01\\n1.22777298e-02 -4.18628752e-01 -1.67430475e-01 -2.36365825e-01\\n4.61913869e-02 -1.03002936e-02 1.74019262e-02 4.89437640e-01\\n3.65228653e-01 -6.94839749e-04 -1.41856313e-01 2.21579075e-01\\n1.07669577e-01 -8.39660168e-02 1.62159696e-01 6.96217299e-01\\n3.76103342e-01 -5.83171099e-03 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-6.32639080e-02]]',\n", + " 'The SWISS Engineering Department is responsible for the administration and control of Flight Data Monitoring (FDM). Within this department, you give support to Operational Engineering, Flight Safety and Aircraft Systems Engineering with various flight data analyses. Furthermore, the department is in charge of developing and monitoring the Aircraft Data Acquisition System (ADAS). Your Duties Process aircraft recorded data for visualization and analytical purposes of various kinds and scopes. Discover and visualize (e.g. Tableau) data trends and possible aircraft system malfunctions through dedicated data analytics. Translate the technical understanding of an Aircraft Systems Engineer to the developers’ programming language for the development of specific applications in collaboration with the development team. Collaborate with Aircraft Systems Engineers, pilots and data scientists in order to build stable applications, ready for operation and suitable for predictive maintenance. Coordinate and implement, together with data owners, the needed processes and governance procedures to accurately define and ensure the overall data flow. Act as a point of contact within SWISS for questions and / or requests regarding predictive maintenance applications and data analytics in general. Support the knowledge management within the different departments at SWISS and LH Group that is needed to understand and maintain the data environment needed for data analytics. Proactively identify opportunities for new data analytics projects in strong collaboration with Aircraft Systems Engineering and the reliability team. Your profile Finished Bachelor or Master degree in Engineering, Mathematics, Data Science, IT or related Fluent German and English language skills (written and oral) Good knowledge of MS Office applications and programming (experience with Python or R is regarded as an advantage) Tableau knowledge is an asset Stress resistant, able to work under high pressure Strong analytical and presentation skills Distinctive consulting skills, flexibility and communication skills at all levels Objective oriented person Interest in / Fascination for aviation and the airline industry Details Employment level: 100% Work place: Zurich Kloten Starting date: March 15. 2020 Duration: 6 months Salary: CHF 2,500.- gross per month with a Bachelor’s Degree CHF 3,000.- gross per month with a Master’s Degree Contacts Technical Doc. & Data Engineering: Mr. Michael Wolf Recruiting Support: Tel. +41 44 564 22 66, recruiting.services@swiss.com You may apply in English or German. About Swiss International Air Lines AG It’s the little differences that make working at SWISS so appealing. The fact, for example, that we treat every detail with care, see quality in terms of hospitality and view nationality through an international lens. In a similar way, we see variety as richness, a job as an experience and SWISS as a world of inspiration. You, too, will be stimulated in our special working environment – one in which, wherever you are, you’ll always feel: Truly SWISS .... where people matter. www.swiss.com',\n", + " '[\"Verbal Communication Skills\", \"Collaboration\", \"Proactivity\", \"Coordinating\", \"Governance\", \"Hospitality\", \"Operations\", \"Reliability\", \"Presentations\", \"Consulting\"]',\n", + " '[\"Predictive Maintenance\", \"Tableau (Business Intelligence Software)\", \"KM Programming Language\", \"Programming (Music)\", \"Systems Engineering\", \"Analytics\", \"Data Engineering\", \"Industrialization\", \"Visualization\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Chrysler LH Platform\", \"Maintainability\", \"E (Programming Language)\", \"Levelling\", \"Translations\", \"Aircraft Records\", \"Knowledge Management\", \"Data Processing Systems\", \"Data Science\", \"Library For WWW In Perl\", \"Personalization\", \"R (Programming Language)\", \"Service Level Objectives\", \"Quantitative Data Analysis\", \"Appeals\", \"Aviation\", \"Application-Specific Information\", \"Data-Flow Analysis\", \"Acceptance and Commitment Therapy (ACT)\", \"Controllability\", \"General Administrative Support\"]',\n", + " \"['English', 'Swedish', 'Marathi', 'Ganda', 'Sinhalese']\"],\n", + " ['88',\n", + " 'embedded software / firmware engineer',\n", + " 'Novazzano',\n", + " '',\n", + " '',\n", + " '[[-2.13615626e-01 3.17603946e-01 4.27932680e-01 -1.25628533e-02\\n4.90105957e-01 -2.43438557e-01 -1.54078931e-01 2.02477500e-01\\n4.33974117e-02 -3.79182458e-01 -1.06364094e-01 -1.07854694e-01\\n-9.39297900e-02 3.13575529e-02 1.66416869e-01 5.32419205e-01\\n1.97336540e-01 -2.97122821e-02 -1.78777009e-01 3.57035637e-01\\n2.01637655e-01 -6.21538907e-02 1.81951001e-01 7.39068508e-01\\n2.49216363e-01 4.96998876e-02 8.57981592e-02 -5.09540699e-02\\n-1.93515807e-01 -2.18473032e-01 3.70928347e-01 7.80771312e-04\\n-1.92874700e-01 -2.83852786e-01 1.98007628e-01 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low power, RF IoT devices. Main responsibilities Develop low level drivers, protocol stacks and low power applications software for both, RTOS and embedded Linux based platforms Promote new technologies, proactively looking at innovative protocols and solutions Qualifications University degree in Computer Science or Electronics Engineering or equivalent discipline Proven experience in architecture definition and software development in C/C++ for embedded applications Knowledge of IoT technologies and application protocols for embedded systems – such as CoAP, MQTT, LWM2M and data models Good knowledge of microcontrollers, in particular Cortex-M microcontrollers and peripherals Experience with embedded Linux platforms, such as RPI and BBB Experience with radio networking protocols such as 802.15.4, 6LoWPAN, IPv6, TCP-IP, ZigBee, Bluetooth Good knowledge of low power design techniques Experience in debugging and validating complex embedded systems and protocol stacks Ability to read schematics and debug at PCB level using typical lab equipment if needed Knowledge and experience on software engineering methodologies: lifecycle, quality assurance and testing techniques, continuous integration and continuous deployment technologies, Agile scrum methodology Knowledge of RF and IoT platforms Knowledge of embedded OS and embedded Linux platforms Proficient understanding of code versioning tools, such as Git Soft skills Flexibility, ability to prioritise activities and efficiently manage time, meeting deadlines Problem solving approach and ability to manage pressure Able to work cross-functionally in dynamic and international environments Effective communication in English (both written & oral – including technical documentation) If you want to employ your talent with us, have a look at our open positions and apply for the one that best fits your profile by writing to recruitment@pdxeng.ch. All job opportunities are intended for Paradox Engineering’s offices in Novazzano (Ticino, Switzerland). We offer Swiss Labour contracts and remuneration in line with candidates’ experience.',\n", + " '[\"Writing\", \"Proactivity\", \"Problem Solving\", \"Communications\", \"Innovation\", \"Quality Assurance\", \"Time Management\"]',\n", + " '[\"Tooling\", \"Enterprise Application Software\", \"Computer Science\", \"Continuous Integration\", \"Scholastic READ 180\", \"Cortex M\", \"IPv6\", \"Activism\", \"Electronic Engineering\", \"Linux\", \"Message Queuing Telemetry Transport (MQTT)\", \"M (Programming Language)\", \"Wireless Application Protocol (WAP)\", \"Design Specifications\", \"Levelling\", \"Agile Edge Technologies\", \"Scrum (Software Development)\", \"TCP/IP\", \"Embedding\", \"Remuneration\", \"Software Engineering\", \"C (Programming Language)\", \"6LoWPAN\", \"Embedded Systems\", \"Technical Documentation\", \"Power Supply Design\", \"Software Design\", \"Validations\", \"Software Development\", \"Radio Link Protocols\", \"Bluetooth\", \"Git Flow\", \"Embedded Software\", \"Zigbee\", \"Debugging\", \"Protocol Stack\"]',\n", + " \"['English', 'Thai']\"],\n", + " ['12',\n", + " 'software engineer (frontend)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.78922907e-01 3.55448157e-01 4.88102317e-01 -3.51948030e-02\\n4.67797935e-01 -1.70703396e-01 9.27720815e-02 3.92824143e-01\\n-9.62727610e-03 -4.02688235e-01 -1.11521326e-01 -2.64397591e-01\\n-2.05018103e-01 -2.62584928e-02 1.57824904e-01 3.75637710e-01\\n2.70717621e-01 1.05991788e-01 -2.43489340e-01 4.56669450e-01\\n1.17389515e-01 -1.64541304e-01 4.27792780e-02 6.05228186e-01\\n3.81771863e-01 -2.08762567e-02 -8.39423016e-03 -2.77622156e-02\\n-2.54470646e-01 -3.36419642e-01 4.04787600e-01 5.57277426e-02\\n-8.66845772e-02 -3.84343773e-01 1.30399317e-01 1.63941905e-01\\n-1.92733854e-01 6.47729859e-02 -1.13592103e-01 2.38667086e-01\\n-5.13946176e-01 -3.20402056e-01 2.06290632e-01 3.03195193e-02\\n-2.63389856e-01 -3.28499317e-01 7.42018446e-02 -4.36670892e-02\\n1.01065589e-02 1.13035850e-01 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Join our agile engineering team and help us build our new Software as a Service platform for AI, Chatbots and business automation. Your Role Create stunning, highly interactive interfaces without losing focus on accessibility Find and solve user experience problems Design and implement code with a focus on robustness, scalability, reliability and performance Participate in DevOps strategy, including automation efforts and monitoring improvements Challenge our product and user experience designers Ensure high quality of our software products with Unit-, Integration- and End-to-End-Tests Work together in small, highly motivated, interdisciplinary teams and bring Machine Learning, Natural Language Processing and Chatbots to the cloud Turn our customers into fans You're offering these qualifications BS/MS degree in Computer Science, similar technical field of study or equivalent practical experience Very good knowledge of JavaScript, CSS3 and HTML5. Experience with Typescript is a plus. Good knowledge of Browser APIs Experience with one or more modern JavaScript frameworks including but not limited to: Vuejs, React or Angular Good knowledge of REST API architectures. You are feeling confident in working with one of the following languages: Python, Go, Java, Ruby or PHP An interest or understanding of at least one of the following: DevOps, Data Visualization, Software Architecture, User Experience Design or Interaction Design Very good communication (written and spoken) in German and English Valid work permission for Switzerland or Swiss/EU citizenship We're offering these benefits 6 weeks paid holiday Work in an agile environment The chance to solve very interesting challenges with cutting edge technologies Boost your skills and work with a highly skilled team \",\n", + " '[\"Written Communication\", \"Reliability\", \"Integration\"]',\n", + " '[\"Automation\", \"Accessioning\", \"Agility\", \"Natural Language Processing\", \"Interactivity\", \"Boost (C++ Libraries)\", \"Computer Science\", \"Machine Learning\", \"Interaction Design\", \"TypeScript\", \"Ruby (Programming Language)\", \"Python (Programming Language)\", \"Business Process 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Despite employing over 14,000 people worldwide, we have remained a family company, and are proud of our close-knit working environment. There are always two sides to working with us - the professional and the personal. Together they add up to a more rewarding career, day in and day out. Role+Responsibilities Collect, analyze and interpret data from various systems (SAP, Data Warehouse, Transport Management System) for supply chain analytics Define new data collection approaches and improve existing ones Analyze patterns and trends in the data for supply chain improvements Visualize and report your derived findings Maintain supply chain master data and assure data quality Qualification+Profile Degree in Mathematics, Computer Science, Statistics or Economics Experience in data models and reporting packages Ability to analyze large datasets and create comprehensive reports An analytical mind with focus on problem-solving, attention to detail Strong verbal and written communication skills Strong knowledge of English Programming skills and experience with SQL, Oracle, Python, SAP BW, SAP analytics cloud, SAP HANA, Data lakes, Tableau Benefits + Perks You will find the security of working for an international family-owned company You will have a wide range of training opportunities You will get flexible working time You will come across a broad range of options for the reconciliation of family and working life Contact us + Apply If this position sounds appealing to you, we would like to hear from you. Please send your CV to Beatrice Jacob and state your salary expectations and earliest possible start date via our job portal at www.endress.com/career',\n", + " '[\"Professionalism\", \"Written Communication\", \"Problem Solving\"]',\n", + " '[\"Oracle SQL Developer\", \"Data Quality\", \"Tableau (Business Intelligence Software)\", \"Programming (Music)\", \"Computer Science\", \"Collections\", \"Analytics\", \"SAP HANA\", \"Statistics\", \"Supply Chain\", \"Survey Data Collection\", \"Visualization\", \"Computational Mathematics\", \"Industrial Processes\", \"Component Object Model (COM)\", \"M (Programming Language)\", \"Maintainability\", \"Python (Programming Language)\", \"Instrumentation\", \"Transport Management Systems\", \"Dataset\", \"SAP Project System\", \"Library For WWW In Perl\", \"Logical Data Models\", \"Management Systems\", \"Personalization\", \"Reconciliation\", \"Appeals\", \"Economics\", \"Data Lakes\", \"Derivatives\", \"Process Engineering\"]',\n", + " \"['English', 'Igbo']\"],\n", + " ['86',\n", + " 'full stack web application engineer',\n", + " 'Zürich',\n", + " 'Security Services',\n", + " 'www.open-systems.com',\n", + " '[[-3.17957133e-01 3.46389115e-01 3.89491558e-01 -3.21595445e-02\\n5.47099888e-01 -2.52057105e-01 1.19775601e-01 4.27356750e-01\\n-2.69577876e-02 -4.45008129e-01 -1.14103749e-01 -2.02499047e-01\\n-8.60764459e-02 6.90063164e-02 1.94518670e-01 3.55485588e-01\\n3.41190726e-01 1.12909868e-01 -1.41569227e-01 4.89856005e-01\\n4.27033752e-02 -1.30995095e-01 4.85031717e-02 7.52265155e-01\\n4.26227689e-01 -3.18181980e-03 -8.98265168e-02 2.08703224e-02\\n-2.44165137e-01 -2.73249954e-01 3.26298892e-01 -1.04821555e-01\\n-7.59880915e-02 -4.93569523e-01 7.06598237e-02 6.10551722e-02\\n-2.48633206e-01 -9.26238373e-02 -1.26214534e-01 2.20894963e-01\\n-5.46437979e-01 -2.03694150e-01 9.57597792e-02 -4.09916788e-02\\n-1.17594033e-01 -3.00222963e-01 1.58938259e-01 -7.88319390e-03\\n1.69749066e-01 8.69346112e-02 -5.74281931e-01 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As a Web Application Engineer, you will extend and improve the Mission Control Portal and thus help our customers to better manage and understand their global network security setups. Together with service engineers, UI designers, and product owners you discuss, shape, specify, and implement solutions that emphasise the value of strong IT security services, ease the operation of thousands of devices deployed across the planet, and provide intelligent insights into security-relevant data and processes. As part of the Mission Control team, you share operational duties with your colleagues. We expect you to bring the following skills to the table: ETH, university, or FH degree in Computer Science Experience in web application development on the client side (JavaScript, CSS3, HTML5, React) and the server side (Java, Spring) Familiarity with SQL and relational databases Basic knowledge of build and deployment environments (Atlassian Bamboo, Maven, Tomcat) Fluent in English and preferably German Furthermore, we expect basic knowledge and a high motivation to participate a coached training program in these areas: Knowledge of Linux operating systems Understanding networking in general and the major internet protocols Knowledge of network security concepts and practices You will join one of our small development teams that works with agile methods. The team will rely on you to focus on its goals and efforts as a team player while being able to work independently. At Open Systems we are passionate about what we do. We work in an environment in which innovative solutions, rapid development times, creativity and open communication are practiced and continuously fostered. The pursuit of technical advancement is at the center of our attention. You will be based at our office in Zurich (CH) and will get the opportunity to work out of our office in Redwood City (US) for a few months. We look forward to receiving your complete online application (letter of motivation, CV, diplomas/reference letters/transcript of records. Compress your application into two attachments). For further questions and inquiries about applications, please feel free to contact Helena Grimm at +41 58 100 10 10.',\n", + " '[\"Management\", \"Communications\", \"Operations\", \"Innovation\", \"Creativity\"]',\n", + " '[\"Application Development\", \"Web Applications\", \"Agility\", \"Computer Science\", \"Compression\", \"Internet Protocols\", \"Atlassian Bamboo\", \"European Training Programs\", \"Rapid Application Development\", \"Linux\", \"HTML5\", \"Server-Side\", \"React.js\", \"Operating Systems\", \"Apache Maven\", \"JavaScript (Programming Language)\", \"Network Security\", \"Small Business Development\", \"Receivables\", \"Relational Databases\", \"Centering\", \"Network Security Services\", \"Java (Programming Language)\", \"Inquiry\", \"SQL (Programming Language)\", \"Web Application Development\", \"Apache Tomcat\", \"Controllability\", \"Open Systems SnapVault\"]',\n", + " \"['English', 'Polish', 'Nepali']\"],\n", + " ['95',\n", + " 'software engineer python',\n", 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Develop tools for our internal teams (sales, support, operations, finance) to more efficiently run the business, and work closely with our mobile and UI-focused team members to integrate their front-ends with our backend services. Continuously improve and maintain systems to ensure we have high performance, up-time, and strong security in place. WHAT WE OFFER: AI leader: we offer a position at the top of the food chain when it comes to artificial intelligence, especially deep and machine learning in financial services. Modern way of working: we use the latest technologies and offer lots time flexibility to individual team members (it matters ‘what’ you do not ‘when’ in the day). Beautiful office in Zürich, Switzerland: a large open space with a great view on river Limmat to work, interact and socialize with other team members - very close to the train station. International start-up atmosphere: the company languages German and English – our team and Investors are very diversified and work internationally from Switzerland to Germany, from Singapore to Boston. Work with direct impact: Exciting backend challenges to solve that will have very direct impact on our product. Very little red tape. If you like to get things done using the latest in tech rather than talking about it, you'll feel right at home. You work directly with the CTO and other decision makers in the team (very little hierarchy). Great place to work: we are a business with strong values & beliefs - a great, warm-hearted team is waiting for you. Great team: we are very selective – and only hire the best chess players, cyclists or e-sports champions! ;-) WHO YOU ARE: Python is your language: Backend software developer with broad back-end programming skills in Python (Python is really a MUST!) You will also shape the whole architecture of services and data stores that you will eventually own and you have deep and machine learning skills. The ideal degree: Computer Science or related field Innovation: You thrive in a collaborative environment for Innovation involving different stakeholders and subject matter experts. Some financial knowledge would be great. Curiosity is key: We like to learn new, fail fast and explore new territories - so do you? The answer is ‘yes’. Entrepreneurial and Team player: you want to tackle something and write your own story and you have an entrepreneurial team driven mindset - then you'll find a team of like-minded people. HOW YOU APPLY: Interested? Then please send your CV to careers@privatealpha.ch including a short motivation letter /E-mail why you are the person who should take on this role. THE PRIVATE ALPHA TECHNOLOGY TEAM & YOUR IMPACT Private Alpha is a start-up based in Meggen and Zurich, Switzerland. The company revolutionizes how asset management decisions are made. The company is a leader in AI for investments in Switzerland and Germany. As a team member of the technology team, you will work very directly with our CTO and our other teams (product, growth, sales, support, etc.) to improve the experience for our end-customers as well as for our internal users of our technology. WHO WE ARE, THE PRIVATE ALPHA COMPANY: Private Alpha is building the next generation of decision making in asset management based on our AI platform “Caesar”. The technology is a multi-staged combination of financial market indicators for ideal asset allocation while formulating new investment insights through the use of AI. Private Alpha is a founder-owned company with strong investors that has recently won the prestigious award of most innovative FinTech at the Finanzsymposium Alpbach. The company was founded in 2017 and has two mutual funds run under its name. Friendship, respect and ‘radical transparency’ are key elements of the company culture. More insights on our company and our team can be found on LinkedIn and of course on our website.\",\n", + " '[\"Decisiveness\", \"Collaboration\", \"Operations\", \"Integration\", \"Decision Making\", \"Innovation\", \"Socialization\", \"Curiosity\", \"Sales\"]',\n", + " '[\"Python Server Pages\", \"Tooling\", \"Operations Support Systems\", \"Programming (Music)\", \"Interactivity\", \"Computer Science\", \"Machine Learning\", \"High Performance Computing\", \"Staging\", \"Mutual Fund\", \"Financial Services\", \"Open Space Technology\", \"Customer Development\", \"Python (Programming Language)\", \"Maintainability\", \"E (Programming Language)\", \"Investment Strategy\", \"Financial Market\", \"Investments\", \"Mobility\", \"Asset Classes\", \"Personalization\", \"Artificial Intelligence\", \"Transparency (Human-Computer Interaction)\", \"Asset Management\", \"Front End (Software Engineering)\", \"Indicators (Measuring Device)\", \"Back End (Software Engineering)\", \"Software Development\", \"Forecasting\", \"Operational Data Store\", \"Asset Allocation\", \"Custom Backend\", \"Food Chain\", \"Integrated Product Team\"]',\n", + " \"['English']\"],\n", + " ['57',\n", + " 'backend software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.68327808e-01 2.88997918e-01 6.06209219e-01 -1.18065082e-01\\n4.61353898e-01 -2.79566705e-01 7.50198439e-02 4.28451777e-01\\n-1.58580139e-01 -2.87194103e-01 -2.10660934e-01 -2.72109240e-01\\n-1.37108624e-01 9.40895546e-03 1.53204575e-01 2.60017008e-01\\n2.57712096e-01 1.21481925e-01 -1.62172824e-01 4.43335295e-01\\n2.33582944e-01 -1.39597714e-01 1.08493857e-01 6.06525242e-01\\n3.80916178e-01 9.60881822e-03 -1.27347082e-01 9.18973088e-02\\n-2.61318266e-01 -2.73511469e-01 3.99808526e-01 3.77342515e-02\\n-8.78955573e-02 -2.30336711e-01 1.55127779e-01 9.41094980e-02\\n-2.15945572e-01 -2.35115481e-03 4.33648527e-02 1.71556205e-01\\n-3.73487383e-01 -1.12922370e-01 1.63579941e-01 -1.36431656e-03\\n-2.41777763e-01 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The role is a permanent position based in Zürich Canton. Your Role: Design & implement code with focus on robustness, scalability, reliability & performance. Participate in DevOps strategy, including automation efforts, monitoring improvements & transition to microservices. Work together in small & motivated interdisciplinary teams & bring Machine Learning, Natural Language Processing & Chatbots to the cloud. Ensure high quality of software products with Unit, Integration & End-to-End Tests. Your Skills & Experience: Very good experience with one or more general purpose programming languages including but not limited to: Python, JavaScript, Java 8+ (Spring, Hibernate/JPA), Ruby or Go. Sound knowledge of relational databases (SQL). Good knowledge of micro-service & REST API architectures. An interest or understanding of at least one of the following: DevOps, Software Architecture, Machine Learning & Natural Language Processing, Business Intelligence & Data Warehouse- Your Profile: University Degree in Computer Science or equivalent practical experience. Enthusiastic to work within an Agile environment & with cutting edge technologies. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " '[\"Positivity\", \"Reliability\", \"Integration\"]',\n", + " '[\"Data Warehouse Systems\", \"Automation\", \"KM Programming Language\", \"Agility\", \"Natural Language Processing\", \"Computer Science\", \"Machine Learning\", \"Hibernate (Java)\", \"Ruby (Programming Language)\", \"Python (Programming Language)\", \"Agile Edge Technologies\", \"SARS Software Products\", \"Limiter\", \"Microservices\", \"Java 8\", \"Software Engineering\", \"Business Intelligence\", \"Software Architecture\", \"JavaScript (Programming Language)\", \"Scalability\", \"Receivables\", \"Chatbot\", \"Relational Databases\", \"Application Programming Interface (API)\", \"Custom Backend\", \"DevOps\", \"RESTful API\"]',\n", + " \"['English', 'Greek', 'Uzbek']\"],\n", + " ['115',\n", + " 'software engineer iptiq emea l&h',\n", + " 'Zürich',\n", + " 'Insurance Agencies & Brokerages',\n", + 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iptiQ

Become a part of a growing and dynamic entrepreneurial team within the established Swiss Re Group. iptiQ is a start-up unit, established to provide innovative protection solutions directly to consumers. Our team delivers the coordination, infrastructure and competences that are key to driving forward this new business; working closely with our partners and clients. Our mission is to reduce the protection gap by simplifying life insurance and making it more accessible to people. Our motto is \"now life is easier for everyone\". For us this means making life insurance easier to sell, to buy and to trust. About the Role You will join a team of software engineers for the technology platform within the iptiQ EMEA Technology & Operations department. This is a rare opportunity to join a new business unit within an established company; combining the dynamic spirit of a startup with the backing of Swiss Re\\'s strong organisation. As a software engineer, you will work closely in multi-functional teams to shape the technology platform that fulfill our business and product vision and ultimately bring value to our customers and partners by disrupting the traditional insurance proposition. This will require seeking complex problems within a distributed infrastructure by designing, implementing and testing simple, scalable, reliable and configurable solutions. Your responsibilities include: Design and implement new features and/or components within our platform and develop prototypes quickly to allow an iterative approach Deliver high-quality code, focusing on simplicity, performance, maintainability and scalability Optimise applications and components to maximize configurability, speed and efficiency, ease of development of new features and the ability to scale business processes Create common libraries and frameworks demonstrated across the platform to streamline development of complex applications End-to-end responsibility on the applications implemented, including automated testing, monitoring, identifying issues or bottlenecks and delivering improvements of the platform We are looking forward to working with you as a software engineer. You will report directly to the Head of Digital Innovation of iptiQ EMEA. About the Team iptiQ is a unit within the newly built Swiss Re Life Capital; established to deliver white-label life insurance solutions to be sold through partners, directly to consumers. iptiQ is young, motivated and technology driven team, organised to provide creative solutions for life insurance distributors across Europe that engage with consumers in non-traditional ways. Through our strong operational infrastructure, creative thinking, insurance know-how and ecommerce competences we want to drive the digitalization of the life insurance business in Europe. About you Qualifications: Proven software development capabilities, i.e. 5+ years hands-on experience as a full-stack developer. Experienced in the following languages and frameworks: Mandatory: Enterprise Java Desirable: JavaScript, TypeScript, Docker, React Optional: Camunda, Kafka, RestAssured, WireMock, OpenShift, AWS Experience with high-traffic micro services architectures and best practices around designing, scaling and monitoring concurrent systems (using different technologies and preferably RESTful APIs and message passing protocols) You carefully evaluate design trade-offs and strive for simple, elegant, algorithmically efficient solutions Your code is easy to read, test and re-use and you constantly improve quality over time You understand performance metrics, how to collect and use them to continuously improve performance, scalability and efficiency Experience in the design of data-models for relational and NoSQL data stores Experience in test-drive-development (TDD) and in the automated testing of APIs and user interfaces About you: Great team player: you collaborate effectively with team members, express technical leadership supporting your views and ideas while keeping open to different opinions, being fearless and always supplying to the overall growth of the team Open to pair programming and XP techniques Continuous learner who stays up-to-date with the latest trends and carefully vet with proper pragmatism and long-term vision the adoption of new technologies Master’s degree in computer science, engineering or equivalent working experience Ability to speak and write English fluently We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, or disability status.
Swiss Re',\n", + " '[\"Complex Problem Solving\", \"Leadership\", \"Coordinating\", \"Collaboration\", \"Infrastructure\", \"Operations\", \"Creative Thinking\", \"Reliability\", \"Innovation\", \"Creativity\", \"Written English\"]',\n", + " '[\"Disabilities\", \"Camunda\", \"Performance Improvement\", \"OpenShift\", \"NoSQL\", \"Test-Driven Development (TDD)\", \"Accessioning\", \"Computer Science\", \"Data Modeling\", \"Consumables\", \"Service-Oriented Architecture\", \"Automated Testing Framework\", \"Good Agricultural Practices\", \"Scholastic READ 180\", \"TypeScript\", \"Scale (Map)\", \"New Business Development\", \"Wiremock\", \"Prototyping\", \"Maintainability\", \"E (Programming Language)\", \"Test Automation\", \"Library\", \"Iterators\", \"Software Engineering\", \"Micro Channel Architecture\", \"React.js\", \"Message Passing\", \"Docker (Software)\", \"Concurrent Versions System (Software)\", \"Business Process\", \"Life Insurance Sales\", \"Equalization\", 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brilliant people, not for a list of skills. While reading key responsibilities of the role, please consider that we value attitude more than your expertise. Are you curious and passionate about working in a constantly evolving and challenging international environment? Even if you don’t feel to fit the role 100%, please apply: put your willingness to learn and we will grow together! Key Responsibilities will include Designing, writing and testing clean code using design patterns Create resilient, secure and performant applications able to serve millions of requests per day Contribute in simplifying and improving the infrastructure, always focusing on CI/CD Learn from colleagues and share your knowledge Interact with all stakeholders finding solutions for company evolutions Maintain systems by monitoring, identifying and correcting software defects. Contribute in the R&D of the company stack, proposing effective solutions Constantly updating technical knowledge and skills by attending in-house and/or external courses, reading manuals and accessing new applications Skills and Experience Essential Experience as a Software Engineer programming in Object Oriented languages ( C++, Java, Python etc.) Problem solving capabilities Positive and collaborative attitude Willingness to work inside a team Curiosity and passion for continuous improvement Customer orientation fluency in English What We Offer Working in an international agile environment using eXtreme Programming Bleeding edge technology stack (Docker, Kubernetes, Spring Boot, Vert.x, ReactJS, React Native and more ...) Continuous learning program with internal didactic unit Possibility to join conferences around Europe for continuous improvement Coding Dojo: a weekly training to learn and share coding techniques during office hours Internal technical conference (technical lunch) Flexible working hours Remote working up to 2 days per week Possibility to join the Erasmus program (temporary relocation among our offices) Complimentary fruit, beverages, coffees and a dedicated lounge area Preferential prices reserving through our platform Discounts from external partners Hiring Process Candidates for this position can generally expect a hiring process similar to the following one (please consider that based on location and availability the process can be slightly modified) Qualified candidates receive feedback concerning their application from our Recruiting team Based on role and experience, candidate might be requested to solve a coding exercise to submit on a public repository on Github. Exercise will be assessed by our internal Engineering team Onsite Coding -Techical interview: a coding exercise to solve together pairing with our Engineering team in your favourite programming language, plus a talk about technical stuffs, experiences and analyzing possible production scenarios You’ll have the opportunity to meet our technical leaders and understand a little bit more about our continuous learning environment! Follow our technical team! Blog: https://technology.lastminute.com/ Twitter: https://twitter.com/lastminute_tech/ Qualifications null Additional Information null',\n", + " '[\"Reservations\", \"Writing\", \"Collaboration\", \"Infrastructure\", \"Willingness To Learn\", \"Resilience\", \"Problem Solving\", \"Curiosity\", \"Positivity\"]',\n", + " '[\"Kubernetes\", \"Accessioning\", \"Spring Boot\", \"Programming (Music)\", \"Agility\", \"KM Programming Language\", \"Interactivity\", \"Object Oriented Programming Language\", \"Distributed Design Patterns\", \"Scholastic READ 180\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"React Native\", \"Maintainability\", \"Agile Edge Technologies\", \"Dojo Toolkit\", \"Software Engineering\", \"Object Constraint Language\", \"Docker (Software)\", \"Beverage Products\", \"Blogs\", \"Continuous Improvement Process\", \"Receivables\", \"Virtual Learning Environments\", \"Additives\", \"Code Sharing\", \"Java (Programming Language)\", \"Job Descriptions\", \"Vert.x\", \"Extreme Programming\"]',\n", + " \"['English']\"],\n", + " ['70',\n", + " 'blockchain engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.68468460e-01 1.95393801e-01 4.78372335e-01 6.75854832e-02\\n4.87819761e-01 -2.82376140e-01 -2.54423451e-02 3.55114311e-01\\n-4.72318605e-02 -4.13300365e-01 1.08802542e-02 -2.17324018e-01\\n-8.63056108e-02 1.96554944e-01 1.50316522e-01 2.86524832e-01\\n2.80053586e-01 1.19370423e-01 -2.13149682e-01 3.43104661e-01\\n1.08419441e-01 -1.43764347e-01 8.43892172e-02 7.31656373e-01\\n5.02883852e-01 1.18845157e-01 -8.51071849e-02 -6.51941374e-02\\n-2.00312302e-01 -1.17461666e-01 4.12943602e-01 -5.08855991e-02\\n1.39200501e-02 -4.22871172e-01 8.63478854e-02 8.00476968e-02\\n-2.75455445e-01 -3.40935774e-02 -1.72808006e-01 6.71390668e-02\\n-5.16399801e-01 -2.47503713e-01 6.95148483e-02 1.02146737e-01\\n-2.13476911e-01 -3.08765799e-01 -1.20800585e-02 -1.02312997e-01\\n2.01180547e-01 -1.14113867e-01 -5.64438999e-01 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It is an innovative, fair and trusted partner committed to reshaping entire business models with cutting edge blockchain technology. Our teams are busy building the future of identity, financial markets, commerce, security infrastructure and more. Our Leadership team has led some of the most innovative production blockchain implementations in the world. The Role We’re looking for a talented Blockchain Engineer with a strong C# background to join our international distributed team. The successful employee will have at least 2-3 years technical experience, and will be responsible for developing, enhancing and maintaining applications and smart contracts together with other team members. Your tasks: Develop quality applications, components and modules using C# (we're using .NET Core) Develop smart contracts Test applications and smart contracts to ensure that they meet the requirements specified Work under an agile scrum methodology Skills & Requirements: Self-motivation and an ability to work autonomously are a must. To be successful in the role, you should ideally possess the following attributes: Strong understanding of blockchain technologies including Ethereum Strong programming skills, including C#, Solidity and JavaScript Experience with the following frameworks and technologies will be a plus: Truffle OpenZeppelin Node.js SQL Databases (MS SQL, Azure SQL) NO SQL Databases (Azure Storage, MongoDB, CosmosDB) Docker and Kubernetes What awaits you: This is an exciting opportunity for a self-motivated individual who is keen to join the growing blockchain ecosystem. The successful candidate will become part of a highly motivated team and enjoy a friendly environment where remote work and flexible working hours are embraced, and a can-do and enterprising spirit is cultivated. We have big plans, and want you to be a key part of those! If you are someone who thrives in a fast-paced environment where being self-directed, determined, and resilient are requirements, we’re looking forward to receiving your application.\",\n", + " '[\"Self-Motivation\", \"Friendliness\", \"Resilience\", \"Team Motivation\", \"Distributed Team Management\", \"Team Leadership\", \"Innovation\"]',\n", + " '[\"Kubernetes\", \"Agility\", \"Programming (Music)\", \"Hyper SQL Database (HSQLDB)\", \"Blockchain\", \"Infrastructure Security\", \"Application Testing\", \"Node.js\", \"Maintainability\", \"MongoDB\", \"Scrum (Software Development)\", \"Product Innovation\", \"Financial Market\", \"Docker (Software)\", \"C# (Programming Language)\", \"JavaScript (Programming Language)\", \"Azure Blob Storage\", \"Self-Directed Learning\", \"Ethereum\", \"Receivables\", \"Modulation\", \"SQL Azure\", \"Business Model\", \"ASP.NET Core\", \"SQL (Programming Language)\", \"Cultivator\"]',\n", + " \"['English', 'Korean', 'Maltes', 'Limburgish', 'Mongolian']\"],\n", + " ['145',\n", + " 'software engineer',\n", + " 'Argovia',\n", + " 'Biotech & Pharmaceuticals',\n", + " 'www.varian.com',\n", + " '[[-6.19051345e-02 2.23809808e-01 3.77727032e-01 -1.40341846e-02\\n4.36400533e-01 -1.93047285e-01 1.66181818e-01 4.62623447e-01\\n2.18171254e-02 -5.70284069e-01 -5.47202863e-02 -2.18292356e-01\\n-8.23639110e-02 1.07243277e-01 1.33008942e-01 4.45098698e-01\\n2.52567559e-01 1.12891711e-01 -2.07773387e-01 3.88301581e-01\\n6.40700758e-02 -1.59709617e-01 3.82796563e-02 8.18270266e-01\\n4.19291675e-01 -2.83275172e-03 -1.33975565e-01 -7.66897276e-02\\n-1.98966995e-01 -3.73720199e-01 3.97122502e-01 -3.06620430e-02\\n-3.53687815e-02 -3.10346633e-01 1.44295797e-01 2.18290575e-02\\n-2.07458287e-01 2.06766576e-02 -1.28369004e-01 2.46458575e-01\\n-5.09799421e-01 -1.93040997e-01 -3.93022858e-02 -5.77651113e-02\\n-1.98354721e-01 -3.52962524e-01 -4.29547951e-02 -1.25301033e-02\\n1.59999371e-01 1.26293987e-01 -4.56239462e-01 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As a Software Engineer you will be collaborating with a talented, experienced team, providing best-in-class solutions for complex problems. This position involves all software engineering activities from analysis and design through coding and testing of data integration components, as well as maintenance and support during the product life cycle. Specific Responsibilities Analyze, design develop, and maintain connectivity services and the DICOM Import/Export application Investigate escalated customer issues Desired Qualifications Master’s degree in Computer Science / Electrical Engineering or related field 5 years professional work experience in object-oriented programming and test-driven design Cybersecurity skills as a programmer Service API skills (e.g. RESTful) Self-motivated and able to work well in a team environment. Strong problem analysis and solving capability. C# skills welcome DICOM skills welcome SQL skills welcome Excellent communication and teamwork skills, fluency in English You are analytical, communicative and focused. You work structured and have an eye for details. In addition, you can express your ideas and research in written form. You are used to working independently, open to discussing ideas and solutions with your colleagues. You thrive in an international work environment and in cultivating your contacts with partners in Europe and overseas. You’re just one click away from the most impactful work you’ll ever do. Apply now and join our mission to help save lives. Someone, somewhere, will be glad you did. We look forward to receiving your application and CV. www.varian.com/ch/daettwil #LI-OSS1 We're unleashing the power of technology and human ingenuity to achieve new victories in the fight against cancer. Join us and have a global impact.\",\n", + " '[\"Complex Problem Solving\", \"Self-Motivation\", \"Research\", \"Professionalism\", \"Collaboration\", \"Investigation\", \"Communications\"]',\n", + " '[\"Test-Driven Development (TDD)\", \"Computer Science\", \"Analytics\", \"Pentaho Data Integration\", \"Life Cycle Assessment\", \"Activism\", \"Import/Export Logistics\", \"Component Object Model (COM)\", \"Maintainability\", \"E (Programming Language)\", \"Hostile Work Environment\", \"Software Engineering\", \"Library For WWW In Perl\", \"Electrical Engineering\", \"C# (Programming Language)\", \"Structural Work\", \"Receivables\", \"Humanism\", \"Cybersecurity Compliance\", \"Additives\", \"Cancer\", \"Eyes\", \"Application Programming Interface (API)\", \"SQL (Programming Language)\", \"Object-Oriented Programming (OOP)\", \"Cultivator\", \"Dicom\"]',\n", + " \"['English', 'Amharic', 'Northern Sami', 'Albanian']\"],\n", + " ['75',\n", + " 'data systems engineer',\n", + " 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5.12843914e-02 -2.08732858e-01 1.03002563e-01\\n1.93587616e-01 1.69337809e-01 -1.15071006e-01 -3.30473334e-01\\n-2.14798361e-01 2.10309163e-01 -1.20565638e-01 1.71763465e-01\\n4.52692956e-02 2.45327309e-01 6.02112189e-02 -4.87631448e-02\\n5.11050761e-01 -1.26617491e-01 -1.57686576e-01 -2.24531531e-01\\n-1.29754767e-01 -3.22528571e-01 -9.79791358e-02 -1.58760622e-01\\n2.87655175e-01 -4.37817842e-01 -4.03296165e-02 -3.55174094e-01\\n-2.03665599e-01 -3.12948078e-01 -2.16732752e-02 3.60090509e-02]]',\n", + " 'Position Overview We are building cutting-edge software to identify and analyze the exposure to climate change of publicly traded companies. Its our goal to alert investors of the climate risk profiles of companies and to tackle climate change at the roots. Our mission is a big one and were looking for talented people to join us. We are looking for a sharp, energetic and organized person with a positive attitude to extend our existing IT team. Carbon Delta is growing and changing at a fast pace, and as a member of our IT team, you will have a fast learning curve, and will discuss your best fit with the team. Scope of Responsibility configuration and addition of new software services,executing on big data management tasks,enhance and maintain our existing IT infrastructure e.g. for servers or storage,plan and schedule upgrades and maintenance of hardware and software,provide technical support to your co-workers,and develop system monitoring to verify the integrity and availability of all hardware, server resources, systems and key processes Specific Knowledge/Skills Linux and Windows systemsPython, Django, Nginx, Postgres, RedisKVM, Docker, AzureAnsible, git Desired Experience & Qualification Deeply enjoy technical IT challengesFast learnerFlexible to adapt to new challengesHave outstanding communication and interpersonal abilitiesLove to organize and coordinateAre multi-tasker and able to prioritizeHave good written and verbal communication skills in both English and German,Would like to join a dedicated, technically savvy and enthusiastic teamShould have a Swiss work permit Due to the great number of applications we receive for each of our open vacancies, we are unable to respond on an individual basis. To all recruitment agencies: MSCI does not accept unsolicited CVs/Resumes. Please do not forward CVs/Resumes to any MSCI employee, location or website. MSCI is not responsible for any fees related to unsolicited CVs/Resumes. MSCI Inc. is an equal opportunity employer committed to diversifying its workforce. It is the policy of the Firm to ensure equal employment opportunity without discrimination or harassment on the basis of race, color, religion, creed, age, sex, gender, gender identity, sexual orientation, national origin, citizenship, disability, marital and civil partnership/union status, pregnancy (including unlawful discrimination on the basis of a legally protected pregnancy/maternity leave), veteran status, or any other characteristic protected by law',\n", + " '[\"Verbal Communication Skills\", \"Adaptability\", \"Energetic\", \"Planning\", \"Scheduling\", \"Communications\", \"Integration\", \"Positive Mental Attitude\", \"Positivity\"]',\n", + " '[\"Disabilities\", \"Carbonation\", \"Knowledge Process Outsourcing\", \"Data Management\", \"Resource Management Systems\", \"Cardiac Risk Profile\", \"IT Infrastructure\", \"Linux\", \"Climate Change Mitigation\", \"Maintainability\", \"E (Programming Language)\", \"Nginx\", \"Executable\", \"Technical Support\", \"Django (Web Framework)\", \"Docker (Software)\", \"Process Specification\", \"Maternity\", \"Storages\", \"Equalization\", \"Personalization\", \"Big Data\", \"Systems Development\", \"Receivables\", \"Additives\", \"Git Flow\", \"Coloring\", \"Software Plus Services\", \"Patient Monitoring Systems\", \"Technical Savvy\"]',\n", + " \"['English', 'Yoruba', 'Moldovan', 'Albanian', 'Kikuyu']\"],\n", + " ['85',\n", + " 'data architect',\n", + " 'Gland',\n", + " '',\n", + " '',\n", + " '[[-2.26959467e-01 1.85585111e-01 5.45626521e-01 3.39563489e-02\\n6.05104625e-01 -1.55945927e-01 -5.37235290e-02 4.24137056e-01\\n-5.30420169e-02 -5.59546590e-01 -1.57581978e-02 -2.86776245e-01\\n-5.89047931e-02 9.32528079e-02 5.75805977e-02 2.80804247e-01\\n3.88394356e-01 1.43583134e-01 -9.13108140e-02 3.20280671e-01\\n5.94274700e-02 -1.31324381e-01 1.52759761e-01 7.03490376e-01\\n3.10784996e-01 -8.45882148e-02 -7.22268149e-02 5.77587634e-04\\n-2.45001525e-01 -1.74896002e-01 4.48014498e-01 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We are expanding our Data Intelligence Practice in Gland and Zurich and we are looking for dynamic and passionate Data Architects with experience in Large-scale transformation, mass migrations, complex application architectures, multi-cloud Data Lakes, Artificial Intelligence, Data Science and Big Data to name a few. We will be starting very soon our interviews so if you want to be part of our successful story of growth, apply now! Your background: Master Degree in Computer Science or another technical field. 5-10 years in a Data Architect role. Experience as a hands-on technical practitioner/specialist in client facing roles in large enterprises. Demonstrated client facing consulting skills, including building strong client relationships. Excellent verbal, presentation and written communications skills. Strong team skills including the ability to lead and be a team player. Knowledge on Datawarehouse and Big-Data architecture. Knowledge in Advanced Analytics Azure ML, ML Server, BOT framework, Cognitive Services, Azure Databricks, as well as, PowerBI. Learn, learn, and learn by staying up-to-date on all technical developments related to Data Intelligence and Cloud. Fluent English and/or French CH/EU citizenship required What you will do... Are you looking to work with innovative technologies, challenging projects and to join a team of passionate people? Then OSB is where you belong. You will… Architecting and implementing big data solutions that meet customer needs for scalability, reliability, security and performance;; Creating functional design specifications, implementing solutions, and assisting with other project deliverables as required. Keeping abreast of emerging Cloud technology trends and their impact on Cloud solutions.. Why OSB is for you... One Step Beyond is one of the fastest-growing start-up companies in Switzerland. In less than 2 years we have passed the 40 OSBers with an ambition to grow locally and internationally. We are a Native Cloud Consulting company helping organizations embrace Cloud technology that includes Microsoft, AWS, Google, etc. The cloud journey at OSB starts with the Cloud Strategy to then move to the execution that usually covers topics like Modern Workplace, Artificial Intelligence, Machine Learning, SaaS solutions or Blockchain most often multi-cloud. Our approach is to be technology agnostic to always try to find the best solutions comparing various technologies and approaches. We invest part of our time in “Beyond the Cloud” initiatives where our team investigates emerging technologies. Are you looking to grow your career in the Consulting business with the opportunity to work for large organizations but always staying ahead of new technologies? Then let’s discuss as at OSB we are not \"just the usual consulting company\".',\n", + " '[\"Investigation\", \"Reliability\", \"Presentations\", \"Innovation\", \"Written Communication\", \"Consulting\"]',\n", + " '[\"Blockchain\", \"Computer Science\", \"Analytics\", \"Machine Learning\", \"Functional Design\", \"Scale (Map)\", \"Intelligence Data Handling\", \"Azure Cognitive Services\", \"Design Specifications\", \"Executable\", \"Microsoft Modern Workplace\", \"Localization\", \"Investments\", \"Applications Architecture\", \"Data Science\", \"Service Delivery Framework\", \"Artificial Intelligence\", \"Scalability\", \"Learning With Errors\", \"Big Data\", \"Azure Databricks\", \"Transformation (Genetics)\", \"Data Lakes\", \"Emerging Technologies\", \"Cloud-Native Architecture\", \"Cloud Technologies\"]',\n", + " \"['English', 'Vietnamese', 'Uzbek', 'Herero']\"],\n", + " ['105',\n", + " 'backend engineer (golang) (m/f)',\n", + " 'Zürich',\n", + " 'Internet',\n", + " 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The 5-year-old company is one of the most recognized and awarded startups in Switzerland and has the ambition to simplify the life of its customers. As a senior team full of passion for design, engineering, and business we create remarkable user experiences. Join our cross-functional team and have a direct impact on how over 25 million users worldwide work with documents. We love open-source and using the latest technologies to scale our distributed application to process millions of files every day. As a backend engineer at Smallpdf, you will not only contribute to our backend but also to our infrastructure and tooling. You will work in a cross-functional development team that includes experienced frontend engineers and designers. Our Backend Stack: Golang AWS Docker Ansible Terraform Full stack on Stackshare Responsibilities: Develop new features for Smallpdf Manage and automate our infrastructure that spans across more than 100 machines Analyze and monitor our application to spot problems Help designing our architecture Requirements Golang Experience Work independently and take responsibility and ownership of your work Ability to quickly learn new technologies 5+ years of experience with software development Good programming skills Good knowledge of linux Fluent in English (German is useful but not necessary) Full-time position Permanently based in Zurich (or willing to move) Swiss or EU passport holder (or other permit that allows you to work in Switzerland) Nice to Have: Experience with DevOps tools such as Docker Ansible Terraform Experience scaling (micro-) webservices to millions of users Experience with AWS Benefits The chance to personally impact a successful & rapidly growing startup Tricky challenges scaling a high-traffic web application Work in small teams that have direct impact on tools that are used by million of users Become part of a highly motivated and international team that pushes boundaries Fun company events, such as snowshoe hikes in the Swiss Alps, wake-surfing on lake Zurich, after work BBQs and more! Free German language course Regular Hack Days to challenge yourself Nice rooftop office in central Zurich Do you like the job please apply here: https://apply.workable.com/smallpdf/j/A136D70A95/apply/ By sending your application you allow Smallpdf to handle and store your data.',\n", + " '[\"Infrastructure\", \"Positivity\", \"Management\"]',\n", + " '[\"Web Applications\", \"Automation\", \"Tooling\", \"Nice (Unix Utility)\", \"Programming (Music)\", \"Scale (Map)\", \"Component Object Model (COM)\", \"Linux\", \"Machining\", \"Open Source Technology\", \"IText (Free PDF Software)\", \"Docker (Software)\", \"Terraform\", \"Cross-Functional Coordination\", \"Personalization\", \"Web Traffic\", \"Cross-Functional Team Leadership\", \"Civil Engineering Design\", \"Software Development\", \"Ansible\", \"User Experience\", \"Custom Backend\", \"DevOps\"]',\n", + " \"['English']\"],\n", + " ['114',\n", + " 'internship aircraft data analytics (all genders)',\n", + " 'Zürich',\n", + " 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2.77899146e-01 -2.24891305e-01 -1.86252266e-01\\n-2.84121931e-01 1.98352262e-01 -7.48338997e-02 1.63008720e-01\\n-2.31017899e-02 3.14098686e-01 5.13388142e-02 1.08565673e-01\\n3.76814812e-01 -1.35080367e-01 -1.83890715e-01 -2.42334425e-01\\n-1.55569896e-01 -1.19408973e-01 3.10326703e-02 -8.91910270e-02\\n3.24924767e-01 -3.77564788e-01 -1.32263497e-01 -3.38862449e-01\\n-2.69633114e-01 -3.26079309e-01 5.48237152e-02 -6.32639080e-02]]',\n", + " 'The SWISS Engineering Department is responsible for the administration and control of Flight Data Monitoring (FDM). Within this department, you give support to Operational Engineering, Flight Safety and Aircraft Systems Engineering with various flight data analyses. Furthermore, the department is in charge of developing and monitoring the Aircraft Data Acquisition System (ADAS). Your Duties Process aircraft recorded data for visualization and analytical purposes of various kinds and scopes. Discover and visualize (e.g. Tableau) data trends and possible aircraft system malfunctions through dedicated data analytics. Translate the technical understanding of an Aircraft Systems Engineer to the developers’ programming language for the development of specific applications in collaboration with the development team. Collaborate with Aircraft Systems Engineers, pilots and data scientists in order to build stable applications, ready for operation and suitable for predictive maintenance. Coordinate and implement, together with data owners, the needed processes and governance procedures to accurately define and ensure the overall data flow. Act as a point of contact within SWISS for questions and / or requests regarding predictive maintenance applications and data analytics in general. Support the knowledge management within the different departments at SWISS and LH Group that is needed to understand and maintain the data environment needed for data analytics. Proactively identify opportunities for new data analytics projects in strong collaboration with Aircraft Systems Engineering and the reliability team. Your profile Finished Bachelor or Master degree in Engineering, Mathematics, Data Science, IT or related Fluent German and English language skills (written and oral) Good knowledge of MS Office applications and programming (experience with Python or R is regarded as an advantage) Tableau knowledge is an asset Stress resistant, able to work under high pressure Strong analytical and presentation skills Distinctive consulting skills, flexibility and communication skills at all levels Objective oriented person Interest in / Fascination for aviation and the airline industry Details Employment level: 100% Work place: Zurich Kloten Starting date: March 15. 2020 Duration: 6 months Salary: CHF 2,500.- gross per month with a Bachelor’s Degree CHF 3,000.- gross per month with a Master’s Degree Contacts Technical Doc. & Data Engineering: Mr. Michael Wolf Recruiting Support: Tel. +41 44 564 22 66, recruiting.services@swiss.com You may apply in English or German. About Swiss International Air Lines AG It’s the little differences that make working at SWISS so appealing. The fact, for example, that we treat every detail with care, see quality in terms of hospitality and view nationality through an international lens. In a similar way, we see variety as richness, a job as an experience and SWISS as a world of inspiration. You, too, will be stimulated in our special working environment – one in which, wherever you are, you’ll always feel: Truly SWISS .... where people matter. www.swiss.com',\n", + " '[\"Verbal Communication Skills\", \"Collaboration\", \"Proactivity\", \"Coordinating\", \"Governance\", \"Hospitality\", \"Operations\", \"Reliability\", \"Presentations\", \"Consulting\"]',\n", + " '[\"Predictive Maintenance\", \"Tableau (Business Intelligence Software)\", \"KM Programming Language\", \"Programming (Music)\", \"Systems Engineering\", \"Analytics\", \"Data Engineering\", \"Industrialization\", \"Visualization\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Chrysler LH Platform\", \"Maintainability\", \"E (Programming Language)\", \"Levelling\", \"Translations\", \"Aircraft Records\", \"Knowledge Management\", \"Data Processing Systems\", \"Data Science\", \"Library For WWW In Perl\", \"Personalization\", \"R (Programming Language)\", \"Service Level Objectives\", \"Quantitative Data Analysis\", \"Appeals\", \"Aviation\", \"Application-Specific Information\", \"Data-Flow Analysis\", \"Acceptance and Commitment Therapy (ACT)\", \"Controllability\", \"General Administrative Support\"]',\n", + " \"['English']\"],\n", + " ['75',\n", + " 'software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.99787438e-01 3.88680488e-01 5.12711525e-01 3.34221646e-02\\n4.54908907e-01 -2.50785351e-01 1.49808303e-01 3.00734907e-01\\n-2.86636548e-03 -2.15177655e-01 -1.06541082e-01 -8.39200616e-02\\n-2.87547499e-01 -5.84743433e-02 2.21543759e-01 4.31679159e-01\\n3.42504054e-01 1.46747127e-01 -1.75969169e-01 4.20372099e-01\\n4.90603223e-02 -6.73034322e-03 -7.80840367e-02 5.52242875e-01\\n3.49670857e-01 -6.43901201e-03 -1.83283389e-01 -1.80383157e-02\\n-4.25572097e-01 -2.34121859e-01 2.85047859e-01 3.41164581e-02\\n-1.33114725e-01 -3.40724826e-01 2.60876380e-02 1.26151681e-01\\n-1.29233494e-01 1.65084302e-02 8.77343267e-02 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application products, web application frameworks, and/or web UI components - Work on C++/C#/Java/Javascript/JSONiq codebases - Work in Linux/bash or Windows environments - Work on customer projects, but also contribute to our vision - Work on REST API implementation, documentation, or test environments - Support customers - Help create new opportunities and support sales processes Qualifications: - Master's or PhD in Computer Science with a strong track record - Knowledge of the essentials of database systems, such as data warehouses and NoSQL databases (including document stores, column stores, or graph databases—any of those is beneficial) - Excellent command of at least one object-oriented programming language, such as C++, Java, or C# - Good command of at least one functional language, such as Scala, Haskell, F#, CAML, XQuery, or JSONiq - Good degree of familiarity with basic web technologies, such as Javascript, CSS, HTML, XML, JSON, etc. - Knowledge of XBRL is a major asset - Familiarity or experience with software development methodologies such as scrum, continuous integration, test-driven development, etc. - Fluent English, both spoken and written; additional languages are an asset - Good entrepreneurial spirit is essential: openness, motivation, autonomy, communication, team spirit, initiative, respect, courage, honesty, and integrity Benötigte Skills OO-Design / Analyse C++ C# JAVA JSON\",\n", + " '[\"Communications\", \"Integration\"]',\n", + " '[\"Web Applications\", \"Codebase\", \"NoSQL\", \"Test-Driven Development (TDD)\", \"Agility\", \"Development Environment\", \"Cascading Style Sheets (CSS)\", \"Computer Science\", \"Application Frameworks\", \"Object Oriented Programming Language\", \"Continuous Integration\", \"Customer Support Analyst\", \"C++ (Programming Language)\", \"Haskell (Programming Language)\", \"Scala (Programming Language)\", \"Linux\", \"Track (Rail Transport)\", \"Scrum (Software Development)\", \"Sales Process\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"XBRL (Extensible Business Reporting Language)\", \"Web Application Frameworks\", \"Help Desk Support\", \"React.js\", \"Docker (Software)\", \"C# (Programming Language)\", \"JavaScript (Programming Language)\", \"F# (Programming Language)\", \"Software Development Methodologies\", \"Bash (Scripting Language)\", \"Clinical Data Warehouse\", \"Windows Preinstallation Environments\", \"Database Systems\", \"Graph Database\", \"Software Development\", \"Test Environment Management\", \"XQuery\", \"Additives\", \"Java (Programming Language)\", \"Web UI\", \"Application Programming Interface (API)\", \"Extensible Markup Language (XML)\", \"JSON\", \"Object-Oriented Programming (OOP)\", \"RESTful API\"]',\n", + " \"['English']\"],\n", + " ['75',\n", + " 'data analyst (w/m)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.11146176e-01 2.39136994e-01 2.90398657e-01 6.72261640e-02\\n4.67736870e-01 -9.18641686e-02 3.97096761e-02 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You identify the most important KPIs to measure the performance of our existing algorithms and set up automatic monitoring and reporting for these metrics. You advise our developers on how to log data so that the usage and usefulness of all features can be measured. You work with our DevOps to improve the accessibility and scalability of our logs and databases. Our Requirements: You are fluent in SQL (e.g. MySQL). Experience with ElasticSearch and/or NoSQL databases is a plus. You can write code for data processing in Python (using data analysis libraries such as pandas). You have experience with data visualization. You are always curious to try out new tools and libraries for the analysis and visualisation of data. You follow new developments in AI and understand how machine learning algorithms can help to analyse data. You have a sharp eye for irregularities in a dataset and you will leave no stone unturned when looking for the cause of an anomaly. You have a good understanding of statistics, in particular regarding hypothesis tests and statistical significance. You desire to work in a small, agile team environment. You communicate proactively and work independently. Benötigte Skills SQL MySQL NoSQL Python Python',\n", + " '[\"Communications\", \"Writing\", \"Proactivity\"]',\n", + " '[\"MySQL\", \"Python Server Pages\", \"NoSQL\", \"Tooling\", \"Accessioning\", \"Advising\", \"Agility\", \"Statistics\", \"Machine Learning\", \"New Business Development\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Logging\", \"Library\", \"Dataset\", \"Data Visualization\", \"Machine Learning Methods\", \"Machine Learning Algorithms\", \"Scalability\", \"Electronic Data Processing\", \"Statistical Hypothesis Testing\", \"Algorithms\", \"User Experience\", \"Eyes\", \"Pandas (Python Package)\", \"SQL (Programming Language)\", \"Data Analysis\", \"DevOps\", \"Elasticsearch\"]',\n", + " \"['English', 'Corsican', 'Portuguese', 'Javanese']\"],\n", + " ['119',\n", + " 'database engineer',\n", + " 'Zürich',\n", + " 'Staffing & Outsourcing',\n", + " '',\n", + " '[[-1.20975100e-01 3.31103057e-01 4.70755935e-01 -1.95247605e-01\\n5.77714682e-01 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3.86754781e-01 2.12946996e-01 2.05204301e-02\\n4.65153635e-01 -6.73596188e-02 -1.17068507e-01 -3.40481490e-01\\n-2.16703176e-01 -3.91630590e-01 -6.63601309e-02 -1.96817398e-01\\n2.28895754e-01 -4.18754697e-01 -9.66417938e-02 -1.27981782e-01\\n-2.49003112e-01 -3.84074688e-01 -1.55337229e-01 1.33112473e-02]]',\n", + " 'As part of the Database team at an established Swiss investment bank you will be working on internal enterprise platforms. You will join a German speaking cooperative team that is currently looking for an enthusiastic teammate who is proactive and keen to learn. About our client Our client is an established Swiss investment bank. On behalf of our client, Swisslinx is currently looking for a Database Engineer. This is a permanent role based in Zurich. Your mission Operation and maintenance of Microsoft SQL Server and Oracle Database in a highly automated environment Performance tuning and troubleshooting in collaboration with application managers and infrastructure teams Cooperate in the implementation of application projects Automation of processes in the database environment On call work every five weeks for a week Your background Technical degree or training in computer science or other equivalent field woth emphasis on computer science Minimum of 2 years of professional experience working with databases Oracle / Unix and Windows / SQL Server Knowledge of scripting languages (Perl, Power Shell) is an advantage Conceptual and analytical skills as well as willingness to learn and improve¨ Communicative personality with good cooperation skills Proactive and resilient attitude Good German (B1 minimum) and English language skills Whatâs on offer Work for an established Swiss company Modern and pleasant working environment Competitive bonus scheme and benefits If you think of yourself as a highly motivated, ambitious person, please apply via the portal or per email: katia.kosa@swisslinx.com. For further information, do not hesitate to contact us: +41 (0)58 268 10 40.By applying for this position, I consent to the Swisslinx Group of companies: storing my personal information (including name, contact details, Identification and CV information etc.) on their internal or external servers for the purpose of informing me of potential employment opportunities using my personal information or supplying it to third parties upon express consent for the purpose of informing me of potential job opportunities transferring where applicable my personal information to a country outside the EEA/EFTA I also hereby agree to the Swisslinx privacy policy (http://www.swisslinx.com/en/legal/privacy-policy) and Terms of Use (http://www.swisslinx.com/en/legal/disclaimer)',\n", + " '[\"Analytical Skills\", \"Cooperation\", \"Collaboration\", \"Proactivity\", \"Infrastructure\", \"Willingness To Learn\", \"Management\", \"Resilience\", \"Communications\", \"Operations\", \"Troubleshooting (Problem Solving)\"]',\n", + " '[\"Document Enterprise Platform\", \"Automation\", \"Computer Science\", \"Perl (Programming Language)\", \"Oracle Databases\", \"Investment Banking\", \"Scheme (Programming Language)\", \"Component Object Model (COM)\", \"Hostile Work Environment\", \"Conceptualization\", \"Library For WWW In Perl\", \"Personalization\", \"Adapter Scripting Language\", \"Oracle Autonomous Database\", \"Performance Tuning\", \"Database Engines\", \"Unix\", \"Microsoft SQL Servers\", \"EN 1993 Building Codes\"]',\n", + " \"['English', 'Zulu', 'Hausa']\"],\n", + " ['16',\n", + " 'software engineer - taxes',\n", + " 'Zürich',\n", + " 'Enterprise Software & Network Solutions',\n", + " 'www.avaloq.com',\n", + " '[[-3.69951166e-02 3.45655143e-01 5.60230494e-01 -2.01081280e-02\\n5.78713179e-01 -2.12621808e-01 7.13859275e-02 3.79410565e-01\\n-2.42336839e-02 -3.44944984e-01 -5.74245676e-02 -1.59090847e-01\\n5.23505062e-02 4.15152162e-02 1.74907237e-01 3.38404357e-01\\n2.32827455e-01 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Together. Avaloq is a value-driven fast-paced fintech company and we are committed to develop the banking technology of tomorrow. Leading banks and wealth managers in all major financial centres rely on our software and services, and this unique community grows every day. Your team The Taxes & Exchange of Information (TAXI) team is a dynamic team of Business Analysts and Software Developers located in Zurich. We follow an agile process, working closely together as a team but also interact with other related teams and clients to develop new product features and maintain existing ones in live use. The team is the owner of functionality around Swiss Taxes, Withholding Taxes, US QI and FATCA Reporting, Automatic Exchange of Information (CRS), Generic Tax Statements for offshore clients (including capital gain calculation), Anti Money Laundering and other highly flexible Tax Reporting Tools used by our clients. This job represents a unique opportunity to advance your development skills, but also to acquire banking know how on a top level. You are encouraged to acquire more detailed and interdisciplinary knowledge about other areas in our banking system, becoming an expert of our core banking software and the corresponding business processes in the industry. Your mission Analyze, design and develop new features for functionality within the team’s responsibility Analyze and resolve software defects, improve and optimize existing functionality Improve quality of our functionality via automated testing and code reviews What you need University degree in Computer Science, Information Technology, Mathematics, Physics Engineering or similar Strong software engineering skills, understanding of software development processes and best practices Strong analytical and problem-solving skills and high standards of quality Team oriented and good communication skills (English) to closely collaborate with customers and colleagues globally You will get extra points for the following Knowledge in Oracle database architecture and PL/SQL is a plus Experience in working with agile methodologies German language skills are a plus Now let’s talk about perks and compensation With our compensation model, we want to share the success of the company with all our employees. We offer competitive base salaries and if you prove yourself as a super-star, you might be entitled to an extraordinary achievement reward. Place of work Zurich Don’t be shy – apply! Avaloq Evolution AG Michelle Hiestand, Talent Acquisition Professional Allmendstrasse 140 - 8027 Zürich - Switzerland careers@avaloq.com www.avaloq.com/en/open-positions Please only apply online. Note to Agencies: All unsolicited résumés will be considered direct applicants and no referral fee will be acknowledged.',\n", + " '[\"Verbal Communication Skills\", \"Writing\", \"Team Oriented\", \"Professionalism\", \"Collaboration\", \"Problem Solving\", \"Communications\", \"Information Technology\", \"Positivity\"]',\n", + " '[\"PL/SQL\", \"Interactivity\", \"Computer Science\", \"Analytics\", \"Oracle Databases\", \"Automated Testing Framework\", \"Good Agricultural Practices\", \"Anti Money Laundering\", \"Physics Engine\", \"Industrialization\", \"Wealth Management\", \"Offshoring\", \"Calculations\", \"Talent Acquisition\", \"Component Object Model (COM)\", \"Maintainability\", \"Levelling\", \"Software Engineering\", \"Capital Gains\", \"Mathematical Physics\", \"Agile Methodology\", \"Business Process\", \"Library For WWW In Perl\", \"Withholding Tax\", \"Code Review\", \"Business Correspondence\", \"Banking Software\", \"Banking\", \"Software Development\", \"Quality Improvement\", \"New Product Development\", \"EN 1993 Building Codes\", \"Agile Unified Process\", \"Reporting Tools\"]',\n", + " \"['English', 'Tigrinya', 'Ewe', 'Church Slavonic']\"],\n", + " ['113',\n", + " 'database specialist (devops)',\n", + " 'Allschwil',\n", + " 'Airlines',\n", + " 'www.swiss.com',\n", + " '[[-2.21629173e-01 3.51055294e-01 5.05267501e-01 1.18262760e-01\\n6.38019383e-01 -1.01799287e-01 1.33608365e-02 2.76150197e-01\\n-4.03008424e-02 -3.46214682e-01 -8.52028355e-02 -2.40979016e-01\\n-3.00033521e-02 5.81459142e-03 7.81021733e-03 4.60274458e-01\\n3.19128931e-01 4.53145057e-02 -1.34454384e-01 3.56937468e-01\\n6.16429299e-02 -9.24826786e-02 2.27725089e-01 7.43774772e-01\\n3.92673194e-01 4.19839658e-02 -9.49965697e-03 6.26118258e-02\\n-3.00799072e-01 -2.54942685e-01 4.22128409e-01 -2.93480717e-02\\n-1.02659807e-01 -3.71596992e-01 1.07033588e-01 3.63783464e-02\\n-1.77193061e-01 1.35531425e-02 -1.20578311e-01 1.20428458e-01\\n-4.14840460e-01 -1.93503901e-01 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8.43833312e-02\\n1.18863387e-02 1.14998318e-01 -2.24859104e-01 9.62040722e-02\\n-1.84260070e-01 -5.54804564e-01 3.10518622e-01 -2.47360289e-01\\n-1.13714263e-01 -3.35567258e-02 2.20117033e-01 2.01406211e-01\\n-2.55737692e-01 8.83527398e-02 -1.46639079e-01 1.46311060e-01\\n5.25678694e-02 4.28875744e-01 -2.73783475e-01 -1.88229695e-01\\n-2.71586776e-01 2.04715326e-01 -6.02524802e-02 4.89975065e-02\\n-4.30177562e-02 4.41746444e-01 1.40567958e-01 1.19387440e-01\\n4.91982996e-01 4.13853815e-03 -2.72361100e-01 -3.41053933e-01\\n-1.54788256e-01 -1.15021415e-01 2.85966638e-02 -9.95744020e-02\\n3.06358904e-01 -3.30768287e-01 -8.98708254e-02 -2.22869694e-01\\n-2.61587709e-01 -4.23883408e-01 -5.14808781e-02 1.42157506e-02]]',\n", + " 'Swiss AviationSoftware is a 100% subsidiary of Swiss International Air Lines and successfully develops and distributes the software package AMOS which manages the maintenance, engineering and logistics requirements of modern airlines. In order to strengthen our leading market position we are looking for dedicated employees who would like to work in a fascinating international environment with more than 180 customers from all over the world. We are looking for a skilled Database Specialist to be responsible for the further support and development of the interface between our application server and the database systems PostgreSQL, Oracle and SAP ASE. Do you want to be part of a product development team? Do you want to be responsible for optimizing the database access layer and give the development teams tips and tricks about data security, data access, and data modeling? Then help us to continue the success story of AMOS and apply. Tasks Responsible for the communication between the AMOS application server (JDBC) and database system Planning and control of the database usage Definition of the system requirements Support the application development in terms of database design, usage and operation Research new database features and transfer them into development standards Definition of the database maintenance to ensure information accuracy and best performance Comply with the full application life-cycle Work in agile development teams Perform code-reviews and write automated tests Requirements Successfully completed a degree/diploma in software engineering, computer science, or related discipline Strong foundation in DBMS systems (PostgreSQL, Oracle, SAP ASE) and the standard database features Strong foundation in Java and SQL Strong object oriented modelling and analysis skills Significant experience/interest in writing enterprise applications Knowledge of Agile Development principles Excellent organization, communication and interpersonal skills Strong customer orientation, ability to make pragmatic compromises to make progress Fluency in English, German language skills are an advantage What we offer Working in an open and cooperative environment with a motivated and friendly team Good professional and personal development opportunities Active participation in the continuous improvement of processes International work environment with people from around the globe Excellent working conditions in pleasant surroundings: brand new office spaces and ergonomic office furniture, lounge zone, terrace, coffee & break room Ideal work-life balance and different sport possibilities (e.g. squash, soccer, ice skating – partially supported by company) Child allowance and the possibility of home office Fringe benefits: discount on flights, annual TNW abo, discount offers for hotels and hire cars, advantageous credit card conditions, and more',\n", + " '[\"Writing\", \"Cooperation\", \"Professionalism\", \"Planning\", \"Management\", \"Friendliness\", \"Communications\", \"Positivity\"]',\n", + " '[\"Application Development\", \"System Requirements\", \"Computer Science\", \"Data Modeling\", \"Life Cycle Assessment\", \"Branding\", \"Maintenance Engineering\", \"Credit Card Applications\", \"Activism\", \"Apex Data Loader\", \"PostgreSQL\", \"Layering\", \"Operations Research\", \"Application Servers\", \"Test Automation\", \"E (Programming Language)\", \"Hostile Work Environment\", \"Database Design\", \"Software Engineering\", \"JDBC Driver\", \"Ergonomics\", \"Logistics\", \"Continuous Improvement Process\", \"Object-Oriented Design\", \"Transferable Skills Analysis\", \"Office Space Planning\", \"Code Review\", \"Database Systems\", \"Community Organizing\", \"Remote Database Access\", \"New Database Manager (NDBM)\", \"Personality Development\", \"Java (Programming Language)\", \"Database Abstraction Layer\", \"SQL (Programming Language)\", \"Agile Product Development\", \"Controllability\"]',\n", + " \"['English', 'Cornish']\"],\n", + " ['16',\n", + " 'software engineer (perfomance engineering)',\n", + " 'Zürich',\n", + " 'Enterprise Software & Network Solutions',\n", + " 'www.avaloq.com',\n", + " '[[-1.82906210e-01 2.52426744e-01 4.35905248e-01 4.00441661e-02\\n6.18332028e-01 -6.66051209e-02 -5.60500361e-02 3.74677479e-01\\n-2.12279838e-02 -3.41936886e-01 -1.22641459e-01 -1.43844545e-01\\n-4.83607873e-02 3.17012481e-02 1.32659391e-01 3.50069255e-01\\n1.67590097e-01 6.86599836e-02 -9.21582952e-02 2.53600419e-01\\n1.24319188e-01 -5.05499961e-03 1.72717988e-01 6.70853317e-01\\n3.27433825e-01 9.28516164e-02 -7.33415931e-02 -3.40637565e-02\\n-3.21717530e-01 -2.35052809e-01 4.20188397e-01 1.07428022e-01\\n-1.06599212e-01 -3.13745379e-01 1.00218140e-01 8.96744523e-03\\n-2.40329057e-01 -1.03079125e-01 -4.43820842e-02 1.22378163e-01\\n-4.12883431e-01 -1.90165445e-01 1.81480683e-02 8.87348801e-02\\n-2.48983935e-01 -3.52931350e-01 5.14226146e-02 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Together. Avaloq is a value-driven fast-paced fintech company and we are committed to develop the banking technology of tomorrow. Leading banks and wealth managers in all major financial centres rely on our software and services, and this unique community grows every day. Your team As a member of the performance engineering team you will be part of an agile team of Software and Performance Engineers located in Zurich. In your new role you are analysing performance problems, implementing optimisations and developing core features for the Avaloq Banking Suite. You will design new features regarding system performance, optimise existing functionality and write technical documentation. Furthermore, you will analyse and fix problems on database and lower software layers (Oracle and OS). Your mission Development and maintenance of the UNIX/Linux scripting layer, which provides administration and configuration services, support for Oracle RAC and Exadata, cloning and anonymization utilities Development and maintenance of the Background Processes framework which enables the scheduling and execution of asynchronous operations and provides an API to control and monitor external systems connecting to the Avaloq Banking Suite, such as gateways to financial services providers and adapters for E-Banking services What you need BSc/MSc degree in Computer or Nature Science Experience with Oracle Databases, Oracle PL/SQL and UNIX/Linux shell scripting Sound knowledge of relational database technologies Solid understanding of modern software engineering principles and design Strong analytical, abstract thinking and problem-solving skills as well as the ability to work under pressure while performing customer support activities and urgent production issues You will get extra points for the following Oracle Certified Professional German skills Experience in agile processes and events as well as in the financial industry Now let’s talk about perks and compensation With our compensation model, we want to share the success of the company with all our employees. We offer competitive base salaries and if you prove yourself as a super-star, you might be entitled to an extraordinary achievement reward. Place of work Zurich Manegg Don’t be shy – apply! Avaloq Evolution AG Michelle Hiestand, Talent Acquisition Professional Allmendstrasse 140 - 8027 Zürich - Switzerland www.avaloq.com/en/open-positions Please only apply online.',\n", + " '[\"Writing\", \"Professionalism\", \"Problem Solving\", \"Communications\", \"Scheduling\", \"Operations\", \"Positivity\"]',\n", + " '[\"PL/SQL\", \"MSC Software\", \"Customer Support\", \"Agility\", \"Shell Script\", \"Analytics\", \"Oracle Databases\", \"Industrialization\", \"Wealth Management\", \"Financial Services\", \"Natural Sciences\", \"Oracle Exadata\", \"Activism\", \"Technical Writing\", \"Talent Acquisition\", \"Component Object Model (COM)\", \"Layering\", \"Financial Information eXchange (FIX) Protocol\", \"Linux\", \"E (Programming Language)\", \"Background Process\", \"Adapters\", \"Performance Engineering\", \"Executable\", \"Software Engineering\", \"Academic Support Services\", \"Library For WWW In Perl\", \"Cloning (Biology)\", \"Banking Services\", \"Oracle Rac\", \"Technical Documentation\", \"Service Provider\", \"Relational Databases\", \"Banking\", \"Software Modernization\", \"Scripting\", \"Unix\", \"Application Programming Interface (API)\", \"Abstractions\", \"EN 1993 Building Codes\", \"Performance Systems Analysis\", \"Controllability\", \"Agile Unified Process\"]',\n", + " \"['English', 'Slovenian', 'Chinese', 'Maori', 'Sundanese']\"],\n", + " ['40',\n", + " 'director data solutions (data science, analytics, bi)',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " 'www.epam.com',\n", + " '[[-3.63576472e-01 3.57174784e-01 5.07355809e-01 -5.48212882e-03\\n5.64902782e-01 -1.19120434e-01 -2.35726312e-02 9.34738442e-02\\n-6.98652416e-02 -3.91176641e-01 -1.88871220e-01 -2.82527417e-01\\n-3.73633429e-02 1.24194644e-01 1.59064069e-01 5.19433975e-01\\n1.78467378e-01 2.64663640e-02 -1.10854633e-01 4.56562936e-01\\n1.39203668e-03 -2.45336741e-01 -3.10287029e-02 8.10639977e-01\\n4.50094044e-01 -2.30896268e-02 -1.04203254e-01 -1.07893810e-01\\n-2.68140197e-01 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Organizations in the world! With over twenty years’ experience of crafting market leading software, our business has been rapidly evolving and is now a global player in solving business challenges and developing tailor made cutting edge solutions. These challenges require a highly skilled workforce imagining, designing, engineering, and delivering software, through to business consulting services & customer experiences, which are changing the world around us. Within EPAM we establish a consultancy branch to help top-tier clients solve their most complex business and technology issues and to advise them on new technologies. As a Big Data Solution Architect, you will be responsible for conducting activities associated with selling core business consulting capabilities to leading organizations from different branches. Responsibilities Drive European Big Data Projects and provide technical guidance and solutions Develop proposals for implementation and design of scalable big data architecture Participate in customer workshops and presentation of the proposed solutions Design, implement, and deploy high-performance, custom applications at scale on Hadoop Define and develop network infrastructure solutions to enable partners and clients to scale NoSQL and relational database architecture for growing demands and traffic Define common business and development processes, platform and tools usage for data acquisition, storage, transformation, and analysis Develop roadmaps and implementation strategy around data science initiatives including recommendation engines, predictive modeling, and machine learning Review and audit of existing solution, design and system architecture Perform profiling, troubleshooting of existing solutions Create technical documentation Drive new business and get involved in pre-sales activities whilst overseeing and managing Big Data Architects and remote team members who are involved in key projects Requirements Solid experience in a Technical Leadership role Experience of driving large scale Big Data Architecture projects Consultancy background is strongly desired as there is a strong focus of managing senior customer relationships at a technical and business level Hands on technical/architecture experience with major big data technologies and frameworks including but not limited to Hadoop, MapReduce, Pig, Hive, HBase, Oozie, Mahout, Flume, ZooKeeper, MongoDB, and Cassandra Hands on experience of knowledge of programming and scripting languages such as Java, Python, Scala Experience with big data solutions developed in large cloud computing infrastructures such as Amazon Web Services, Elastic MapReduce or Pivotal Cloud Foundry Experience in client-driven large-scale implementation projects Data Science and Analytics experience is a plus (Machine Learning, Recommendation Engines, Search Personalization) Technical team leading and team management experience, deep understanding of Agile (Scrum), RUP programming process Strong experience in applications design, development and maintenance Solid knowledge of design patterns and refactoring concepts Practical expertise in performance tuning and optimization, bottleneck problems analysis Experience in Object-Oriented Analysis and Design Fluent oral and written English We offer Experience exchange with colleagues all around the world Competitive compensation depending on experience and skills Regular assessments and salary reviews Develop integration modules for interacting with new systems and applications Opportunities for self-realization Friendly team and enjoyable working environment Corporate and social events',\n", + " '[\"Leadership\", \"Troubleshooting (Problem Solving)\", \"Infrastructure\", \"Friendliness\", \"Management\", \"Integration\", \"Presentations\", \"Imagination\", \"Team Management\", \"Socialization\", \"Written English\", \"Consulting\"]',\n", + " '[\"NoSQL\", \"Tooling\", \"Apache Cassandra\", \"Advising\", \"Programming (Music)\", \"Performance Profiling\", \"Agility\", \"Apache Zookeeper\", \"Joint Application Design (JAD)\", \"Interactivity\", \"Analytics\", \"Project Architecture\", \"Machine Learning\", \"High Performance Computing\", \"Distributed Design Patterns\", \"Scale (Map)\", \"Application Development Languages\", \"Development Review\", \"Scala (Programming Language)\", \"Activism\", \"MapReduce\", \"New Business Development\", \"Python (Programming Language)\", \"Apache Mahout\", \"MongoDB\", \"Object-Oriented Analysis And Design\", \"Levelling\", \"Scrum (Software Development)\", \"Limiter\", \"Systems Architecture\", \"Apache Oozie\", \"Network Infrastructure\", \"Apache Flume\", \"Software Engineering\", \"Project Implementation\", \"NetApp Data Storage\", \"Recommendation Engine\", \"Data Science\", \"Web Services\", \"Customer Relationship Building\", \"Storages\", \"Apache Hive\", \"Personalization\", \"Cloud Foundry\", \"Develop Networks\", \"Scalability\", \"Big Data\", \"Amazon Web Services\", \"Predictive Modeling\", \"Technical Documentation\", \"Data Acquisition\", \"Adapter Scripting Language\", \"Auditing\", \"Transformation (Genetics)\", \"Civil Engineering Design\", \"Modulation\", \"Pre-Sales Engineering\", \"Performance Tuning\", \"Proposal Development\", \"Relational Databases\", \"Solution Design\", \"Customer Experience\", \"Apache HBase\", \"AWS Elastic MapReduce (EMR)\", \"Java (Programming Language)\", \"Cloud Computing\", \"Process Driven Development\"]',\n", + " \"['English']\"],\n", + " ['115',\n", + " 'backend software engineer for iptiq emea p&c',\n", + " 'Zürich',\n", + " 'Insurance Agencies & Brokerages',\n", + " 'www.swissre.com',\n", + " '[[-1.51607335e-01 2.45700851e-01 5.71299732e-01 4.21508439e-02\\n5.47416329e-01 -1.59287214e-01 -3.46607268e-02 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2.83812545e-02\\n3.43937576e-01 5.49533404e-03 -2.42628515e-01 -1.54690981e-01\\n-3.12048793e-01 -1.30345121e-01 -1.26126364e-01 -6.13558106e-02\\n1.60341278e-01 -2.96005070e-01 -7.62861073e-02 -2.50045031e-01\\n-1.88376456e-01 -3.98542941e-01 -9.68363881e-02 -7.16263428e-02]]',\n", + " \"About iptiQ EMEA P&C

iptiQ EMEA Property & Casualty is a newly built unit within Swiss Re Life Capital, established to deliver digital-native and creative solutions for Property & Casualty (P&C) clients and partners across Europe that engage with consumers in non-traditional ways. About the role As a Backend Software Engineer you will have an unusual and great opportunity to join us: a diverse and motivated team, committed to delivering value and creative services together with our clients and partners in the primary insurance space. Responsibilities You will work closely in multi-functional teams to shape the technology platform that fulfill our business and product vision and ultimately bring value to our customers and partners by disrupting the traditional insurance proposition. This will require seeking complex problems within a high-traffic distributed infrastructure by designing, implementing and testing simple, scalable and reliable solutions. This will include: Design and implement new features and/or components within our platform and develop prototypes quickly to allow an iterative approach Deliver high-quality code, focusing on simplicity, performance, maintainability and scalability End-to-end responsibility on the applications implemented, including monitoring, identifying issues or bottlenecks and delivering improvements of the platform Optimise applications and components to maximize speed and efficiency, ease of development of new features and the ability to scale business processes Create common libraries and frameworks demonstrated across the platform to streamline development of complex applications About the team We put the consumers' needs at the center of what we do, seek to become a digital champion and believe in data based learning. We use the Swiss Re network to access state of the art technologies and capabilities, combine it with local expertise and an innovative mind-set, constantly questioning current ways of offering insurance. Our aim is to drive the digitalization of the P&C insurance business in Europe, combining insurance know-how and e-commerce competencies, as well as the dynamic spirit of a start-up with the backing of Swiss Re. Do you enjoy thinking ahead and identifying new opportunities or anticipate future challenges? Do you like driving complex, multi-functional projects in an agile way? Do you enjoy pushing borders and have a passion for the latest technologies? About you Proven software development capabilities (5+ years hands-on experience) in any modern language (Java/Kotlin/Scala/C++/C#/Go/Python…) ***we are working in Java environment*** Experience with high-traffic micro services architectures and best practices around designing, scaling and monitoring concurrent systems (using different technologies and preferably RESTful APIs and message passing protocols) You carefully evaluate design trade-offs and strive for simple, elegant, algorithmically efficient solutions Your code is easy to read, test and re-use and you constantly improve quality overtime You understand performance metrics, how to collect and use them to continuously improve performance, scalability and efficiency Experience designing data-models for relational and NoSQL data stores Great team player: you collaborate effectively with team members, express technical leadership supporting your views and ideas while keeping open to different opinions, being fearless and always supplying to the overall growth of the team Continuous learner who stays up-to-date with the latest trends and carefully vet with proper pragmatism and long term vision the adoption of new technologies Master’s or PhD degree in computer science, engineering or equivalent working experience Ability to speak and write English fluently We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, or disability status.
Swiss Re\",\n", + " '[\"Complex Problem Solving\", \"Leadership\", \"Collaboration\", \"Infrastructure\", \"Team Motivation\", \"Reliability\", \"Innovation\", \"Creativity\", \"Written English\"]',\n", + " '[\"Disabilities\", \"Performance Improvement\", \"NoSQL\", \"Accessioning\", \"Agility\", \"Capitalization\", \"Computer Science\", \"Collections\", \"Data Modeling\", \"Consumables\", \"Service-Oriented Architecture\", \"Good Agricultural Practices\", \"Scholastic READ 180\", \"Scale (Map)\", \"Activity-Based Learning\", \"Streamlines\", \"C++ (Programming Language)\", \"Scala (Programming Language)\", \"Python (Programming Language)\", \"Prototyping\", \"Maintainability\", \"Library\", \"Iterators\", \"Micro Channel Architecture\", \"Message Passing\", \"Concurrent Versions System (Software)\", \"E-Commerce\", \"Business Process\", \"Equalization\", \"C# (Programming Language)\", \"Digitization\", \"Performance Metric\", \"Scalability\", \"Java Runtime Environment\", \"Experience Design\", \"Software Development\", \"Centering\", \"Operational Data Store\", \"Coloring\", \"Quality Improvement\", \"Kotlin\", \"Adoptions\", \"RESTful API\", \"Java Scripting Languages\"]',\n", + " \"['English', 'Ido', 'Hindi', 'Chamorro', 'Luba-Katanga']\"],\n", + " ['57',\n", + " 'java software engineer (trade & investment industry)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.07997069e-01 2.71493018e-01 5.81448197e-01 -1.59785822e-01\\n5.95430672e-01 -1.83989257e-01 -4.44065556e-02 4.01443958e-01\\n-1.83074832e-01 -2.76829362e-01 -1.98167786e-01 -2.13587329e-01\\n-3.85244712e-02 2.05516014e-02 1.33885384e-01 2.63136685e-01\\n2.72846282e-01 1.42083138e-01 -2.01178864e-01 2.99661219e-01\\n2.13179693e-01 -8.30361471e-02 1.00194871e-01 6.17456794e-01\\n5.13524294e-01 -8.74288162e-05 -1.09176755e-01 1.21137835e-01\\n-2.81737953e-01 -3.02767634e-01 4.92780566e-01 1.52808828e-02\\n-1.14980273e-01 -2.12051153e-01 1.77509665e-01 -1.67227015e-02\\n-2.00571463e-01 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This role is permanent position based in Zurich. Your Role: Further develop a trading infrastructure (e.g. refinement of execution logic, adaptation of risk check tools or implementation of new investment strategies). Continuously adapt automation processes (in the areas of reporting, fund cash management & customer settlements, etc…). Act as an interface for outsourced IT services / providers & counterparties. Provide support in all areas of IT including the website & colleagues in the field of hardware & software. Hold responsibility for Data (including data collection, transfer & backup). Your Skills: At least 3+ years of professional Java Software Engineering experience. Strong experience in Web Application Development & JavaScript. Ideally experienced in the majority of the following technologies: TypeScript, React & Twitter Bootstrap. Kubernetes on the Google Cloud. Matlab & Excel. Maven, Jenkins & Nexus. MySQL, Kafka, Kibana & ElasticSearch. Jira, Confluence & GitHub. Experience within the Trade & Investment Industry is considered a plus. Your Profile: Completed University Degree in Computer Science or similar. Highly motivated, entrepreneurial, & team-oriented. Willing to work within a small team. Fluent German & English (spoken & written), Swiss-German is considered advantageous. If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " '[\"Adaptability\", \"Team Oriented\", \"Positivity\", \"Infrastructure\"]',\n", + " '[\"Application Development\", \"Web Applications\", \"MySQL\", \"Tooling\", \"Jenkins\", \"Kibana\", \"Computer Science\", \"MATLAB\", \"Cash Management\", \"Outsourcing\", \"Document Process Automation\", \"Industrialization\", \"Survey Data Collection\", \"TypeScript\", \"E (Programming Language)\", \"Investment Strategy\", \"Idealization\", \"Refinement\", \"Executable\", \"Software Engineering\", \"Investments\", \"React.js\", \"Github\", \"Apache Maven\", \"JavaScript (Programming Language)\", \"Settlement\", \"Google Cloud\", \"Receivables\", \"Atlassian Confluence\", \"Service Provider\", \"JIRA Studio\", \"Java (Programming Language)\", \"Web Application Development\", \"Acceptance and Commitment Therapy (ACT)\", \"Elasticsearch\"]',\n", + " \"['English', 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Our platform helps expedite people\\'s advancement by exploring undocumented human intelligence and enabling real-time access to skills, knowledge, and solutions within corporations, communities, and, since we like to think of the bigger picture: the world. We are backed by some of the best VC investors in Europe, becoming one of the fastest growing AI companies in Europe; and are rapidly expanding our team with the crème de la crème from Airbnb, Twitter, Salesforce, Zuora and many more. Do you have what it takes to help us shape the future of AI? Watch this video to find out how Starmind works! ( //player.vimeo.com/video/331165939?title=0&byline=0 ) The Mission Our engineering team is looking for passionate collaborative engineers to design, implement and expand the SaaS platform for our self learning AI technology. The teams work across the stack shipping end user-focused products and APIs (https://docs.starmind.com/api/v1 ( https://docs.starmind.com/api/v1 )) following reactive programming principles. We\\'re constantly innovating our growing platform using the latest open source technologies such as Akka / Akka Http / Akka Cluster and Streams, Kafka, Node.js, Docker and Kubernetes. What You Will Do Be part of an agile development team to contribute at the core of our products and services Work closely together with various stakeholders, designers and the AI team to develop and ship new features to help build a great product Continuously stay on top of current trends in tech to incorporate it into product development and to share with your teammates. Drive our development process by contributing innovative ideas and improve our existing stack. Who You Are You are an expert in Scala (preferably) or Java / Kotlin (experience in other OO or functional programming languages such as Haskell is a plus) You keep up to date with the latest developments in your industry and contribute back to your team REST, GraphQL APIs, Streams and Cats are what makes you smile while coding : -) You have good knowledge of relational databases You have a solid understanding of testing, continuous integration and deployment practices You have a strong desire to work with an agile software development process in small teams, supporting and unblocking your teammates You see the benefits developing with isolated Linux Docker environments and feel confident fiddling with the CLI You have a healthy balance between \"get things done\" and technical debt and you\\'re able to communicate this proactively The Bounty A dynamic, young company where input is welcomed and acted upon A challenging and exciting vision within an innovative and multi-cultural environment High level of personal responsibility and independence Flexible working hours, home office and occasional remote work We strongly believe in team chemistry and team work. We prioritize having fun while building up a great company. If this sounds like you, let\\'s solve the riddle and apply (written in English or German) - We are very excited to meet you. -------------------------------------------------------------------------------------------------------------------------------- ',\n", + " '[\"Collaboration\", \"Proactivity\", \"Communications\", \"Innovation\", \"Prioritization\"]',\n", + " '[\"Corporate Communications\", \"Programming (Music)\", \"Acting\", \"Continuous Integration\", \"Industrialization\", \"Reactivity\", \"Continuity Tests\", \"Haskell (Programming Language)\", \"Scala (Programming Language)\", \"Component Object Model (COM)\", \"Node.js\", \"Linux\", \"GraphQL\", \"Technical Debt\", \"Open Source Technology\", \"Agile Software Development\", \"Docker (Software)\", \"Personalization\", \"Human Intelligence\", \"Continuous Production\", \"High-Level Architecture\", \"Akka (Toolkit)\", \"Functional Programming\", \"Humanism\", \"Chemistry\", \"Akka.net\", \"Vimeo\", \"Relational Databases\", \"Software Development\", \"Application Programming Interface (API)\", \"Agile Product Development\", \"Process Driven Development\"]',\n", + " \"['English']\"],\n", + " ['44',\n", + " 'data engineer',\n", + " 'Lucerne',\n", + " 'Staffing & Outsourcing',\n", + " 'www.eteaminc.com',\n", + " '[[-3.22804481e-01 2.70976543e-01 5.50958633e-01 2.08118975e-01\\n6.63675904e-01 -1.04325473e-01 -3.90734226e-02 2.01102018e-01\\n-2.97926329e-02 -3.52422476e-01 -1.16358221e-01 -2.92432159e-01\\n-1.89296216e-01 4.56891619e-02 5.26155755e-02 4.53551114e-01\\n3.78325582e-01 8.00151974e-02 -1.20225444e-01 2.91532665e-01\\n1.27327800e-01 -1.82676867e-01 2.85511911e-02 7.43576407e-01\\n4.29593414e-01 -1.88660808e-03 -8.59136060e-02 5.91424853e-02\\n-2.86721915e-01 -1.22639902e-01 4.36593652e-01 2.15787999e-02\\n-1.49155796e-01 -3.34228009e-01 1.35512143e-01 2.15444610e-01\\n-2.21267879e-01 6.46889135e-02 -1.35110870e-01 1.37845352e-01\\n-4.66008842e-01 -2.03800827e-01 -9.91208106e-03 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9.06267762e-03 -2.28016242e-01 -1.15639865e-01\\n-2.19456658e-01 -5.21588922e-01 3.43620569e-01 -1.93058342e-01\\n-2.59514153e-01 -5.65836579e-02 3.29142928e-01 2.55465329e-01\\n-2.61662543e-01 4.86305505e-02 -8.36994424e-02 1.10155225e-01\\n2.85570212e-02 3.14200878e-01 -5.93752116e-02 -1.88082710e-01\\n-3.93381745e-01 2.36148641e-01 -1.10711314e-01 2.47128949e-01\\n-2.02643536e-02 4.45945323e-01 -8.27778131e-02 -7.90638477e-02\\n4.18869287e-01 6.32362738e-02 -3.04170221e-01 -2.87418842e-01\\n-1.43590540e-01 3.40298750e-02 5.18666506e-02 -1.12994656e-01\\n1.53051019e-01 -3.14471841e-01 -2.14158520e-01 -2.60996372e-01\\n-1.55040268e-02 -3.90009403e-01 -1.52835637e-01 -1.13530040e-01]]',\n", + " \" Duration: 6 months Job Overview A Data Engineer to join our growing team of analytics experts in F1 platform in Finance .The hire will be responsible for expanding and optimizing our data and data pipeline architecture, as well as optimizing data flow and collection for cross functional teams. The ideal candidate is an experienced data pipeline builder and data wrangler who enjoys optimizing data systems and building them from the ground up. The Data Engineer will support our software developers, data architects and data analysts and will ensure optimal data delivery architecture is consistent throughout ongoing projects. They must be self-directed and comfortable supporting the data needs of multiple teams, systems and products. The right candidate will be excited by the prospect of optimizing or even re-designing our company's data architecture to support our next generation of products and data initiatives. This is NOT a leadership role but a hands on role, which is focused on L3 Production Support, solution implementation, following robust governance and assuring best practices are followed in a timely fashion. We are looking for a candidate with 5+ years of experience in a Data Engineer role, who has attained a Graduate degree in Computer Science, Statistics, Informatics, Information Systems or another quantitative field. Experience supporting and working with cross-functional teams in a dynamic environment. Responsibilities for Data Engineer Create and maintain optimal data pipeline architecture, Assemble large, complex data sets that meet functional / non-functional business requirements. Identify, design, and implement internal process improvements: automating manual processes, optimizing data delivery, re-designing infrastructure for greater scalability, etc. Work closely with the infrastructure team for optimal extraction, transformation, and loading of data from a wide variety of data sources using SQL , Sqoop , Rest API . file based and Kafka . Qualifications for Data Engineer Candidate must be from Java background and experienced working in big data platform. Advanced working SQL knowledge and experience working with relational databases, query authoring (SQL) as well as working familiarity with a variety of databases. Experience building and optimizing 'big data' data pipelines, architectures and data sets. Experience performing root cause analysis on internal and external data and processes to answer specific business questions and identify opportunities for improvement. Strong analytic skills related to working with unstructured datasets. Build processes supporting data transformation, data structures, metadata, dependency and workload management. A successful history of manipulating, processing and extracting value from large disconnected datasets. Working knowledge of message queuing, stream processing, and highly scalable 'big data' data stores. Must have experience in operating in an agile and Devops environment. Must have experience setting up Continues Integration and deployment process. Technical Skills Experience with java and big data tools: Hadoop, Spark, Kafka, etc. Experience with relational SQL and NoSQL databases Experience with bash scripting, GIT SVN , Jenkins and deployment tools like Nolio. Experience with object-oriented/object function scripting languages: Python, Java, C++, Scala, etc. \",\n", + " '[\"Analytical Skills\", \"Leadership\", \"Governance\", \"Infrastructure\", \"Management\", \"Operations\"]',\n", + " '[\"Data Architecture\", \"Automation\", \"Tooling\", \"NoSQL\", \"Jenkins\", \"Agility\", \"Computer Science\", \"Analytics\", \"Collections\", \"Statistics\", \"Metadata\", \"Good Agricultural Practices\", \"Informatics\", \"Continuous Integration\", \"Data Engineering\", \"Process Improvements\", \"Scala (Programming Language)\", \"SQL (Programming Language)\", \"Database Queries\", \"Apex Data Loader\", \"Build Process\", \"Python (Programming Language)\", \"Maintainability\", \"External Data Representation\", \"Microsoft Message Queuing\", \"Object Oriented Project Management\", \"Objective Function\", \"Dataset\", \"Root Cause Analysis\", \"Process Optimization\", \"Minimum Data Set\", \"Data Processing Systems\", \"Stream Processing\", \"Business Requirements\", \"Sqoop\", \"Finance\", \"Production Support\", \"Scalability\", \"Evolution-Data Optimized\", \"Self-Directed Learning\", \"Big Data\", \"Bash (Scripting Language)\", \"Cross-Functional Team Leadership\", \"Transformation (Genetics)\", \"Data Structures\", \"Relational Databases\", \"Software Development\", \"Scripting\", \"Git Flow\", \"Operational Data Store\", \"Amazon Data Pipeline\", \"RESTful API\", \"Java (Programming Language)\", \"Application Programming Interface (API)\", \"Data-Flow Analysis\", \"Source Data\", \"DevOps\", \"Information Systems\"]',\n", + " \"['English']\"],\n", + " ['75',\n", + " 'bi data scientist',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-3.53228360e-01 2.70658046e-01 3.72768700e-01 2.32876036e-02\\n4.73175436e-01 -3.48142348e-02 4.43848148e-02 1.15612105e-01\\n-1.16222799e-01 -4.17315096e-01 -8.69316757e-02 -2.73754179e-01\\n1.28849840e-03 -3.55053544e-02 9.30351615e-02 5.92164755e-01\\n2.60430247e-01 -7.29921386e-02 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Lead and/or push the HD needs in the different BI relevant projects (e.g. CCM project) Functional leadership of project members in role of project leader Continuously update analytical and methodical skills Your profile: University degree (Master) in mathematics, information technology, engineering, economics or similar Relevant working experience in commercially applied analytics, econometrical modeling and statistical software (e.g. R, python) Experience in reporting/visualization software, ideally Tableau Experience in data warehousing and in relational as well as unstructured data environments Proven SQL skills High project management skills and profound experience in workshop management Good written and verbal communication skills and ability to work in cross cultural environments Excellent conceptual capabilities, able to analytically break-down and solve complex problems with high focus on implementation Written and spoken fluency in English, and preferably also in German Proven team player as well as ability to work independently and unsupervised Willingness to travel (mostly between the groups Hubs) Benötigte Skills Business Intelligence Python Python R SQL Englisch Reisetaetigkeit Projektleitung',\n", + " '[\"Verbal Communication Skills\", \"Complex Problem Solving\", \"Leadership\", \"Proactivity\", \"Management\", \"Operations\", \"Decision Making\", \"Information Technology\"]',\n", + " '[\"Python Server Pages\", \"Tableau (Business Intelligence Software)\", \"Tooling\", \"Engineering Economics\", \"Analytics\", \"Statistics\", \"Visualization\", \"Data Warehousing\", \"SQL (Programming Language)\", \"Statistical Software\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Idealization\", \"Performance Measurement\", \"Business Intelligence\", \"Unstructured Data\", \"Conceptualization\", \"Budgeting\", \"Layout Optimization\", \"Logical Data Models\", \"R (Programming Language)\", \"Econometric Modeling\", \"Cross-Cultural Studies\", \"Forecasting\", \"Project Management\", \"Commercialization\", \"Business Case\"]',\n", + " \"['English']\"],\n", + " ['16',\n", + " 'software engineer application framework 80-100%',\n", + " 'Zürich',\n", + " 'Enterprise Software & Network Solutions',\n", + " 'www.avaloq.com',\n", + " '[[-1.38273299e-01 2.87755728e-01 5.54463685e-01 -7.89426081e-03\\n5.55581212e-01 -1.15915179e-01 6.84729442e-02 3.51902515e-01\\n-1.10367537e-02 -3.52897584e-01 -4.75258008e-02 -1.86945513e-01\\n-1.89395808e-02 2.88173333e-02 1.01893395e-01 3.15285981e-01\\n2.32014522e-01 1.36371285e-01 -1.30550429e-01 2.88902909e-01\\n1.48151129e-01 -2.29120925e-02 2.24251106e-01 7.00022876e-01\\n4.82816964e-01 3.70246209e-02 -6.05696291e-02 -2.93427296e-02\\n-2.86100626e-01 -2.58671373e-01 5.16586721e-01 8.64480212e-02\\n-1.28873259e-01 -3.64261597e-01 2.68727187e-02 -1.10842856e-02\\n-3.46311390e-01 -1.30607516e-01 -9.63586271e-02 1.73514932e-01\\n-3.64723295e-01 -1.67548582e-01 -1.23065434e-01 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Together. Avaloq is a value-driven fast-paced fintech company and we are committed to develop the banking technology of tomorrow. Leading banks and wealth managers in all major financial centres rely on our software and services, and this unique community grows every day. Your team Application Framework - The Application Framework Team is mainly responsible for the software framework used in the Avaloq Banking Suite (ABS) for the management of static data and technical business process execution. We enhance and maintain the frameworks and tools that enable other teams to create and process their business specific logic. The application framework team works on the central core of the ABS. Our frameworks process several millions of transactions (e.g. payments) each day and maintain all the static data of our customers. Your mission Drive the future architecture of Avaloq’s search engine Drive and enhance the core frameworks of Avaloq’s current and future products Understand the architectural big picture, support and consult our stakeholders – customers as well as internal business teams Constant self-development What you need University degree in Computer Science (ETH/University) or equivalent experience Solid understanding of modern software engineering principles and design patterns Strong analytical, abstract thinking and problem-solving skills Understanding of relational databases Strong communication abilities and customer-centric Proficient English language skills You will get extra points for the following Experience in PL/SQL and Java/JEE Basic understanding of framework development Understanding of agile methodologies Now let’s talk about perks and compensation With our compensation model, we want to share the success of the company with all our employees. We offer competitive base salaries and if you prove yourself as a super-star, you might be entitled to an extraordinary achievement reward. Place of work Zürich Don’t be shy – apply! Avaloq Evolution AG Alina Tauscher, Talent Acquisition Professional Allmendstrasse 140 - 8027 Zürich - Switzerland www.avaloq.com/en/open-positions Please only apply online. Note to Agencies: All unsolicited résumés will be considered direct applicants and no referral fee will be acknowledged.',\n", + " '[\"Writing\", \"Professionalism\", \"Management\", \"Problem Solving\", \"Communications\", \"Positivity\", \"Consulting\"]',\n", + " '[\"PL/SQL\", \"Tooling\", \"Computer Science\", \"Search Engine Submission\", \"Analytics\", \"Application Frameworks\", \"Distributed Design Patterns\", \"Wealth Management\", \"Talent Acquisition\", \"Component Object Model (COM)\", \"Maintainability\", \"E (Programming Language)\", \"Executable\", \"Software Engineering\", \"Static Data\", \"Agile Methodology\", \"Business Process\", \"Eclipse Process Framework\", \"Library For WWW In Perl\", \"Banking\", \"Relational Databases\", \"SQL And Java (SQLJ)\", \"Software Modernization\", \"Abstractions\", \"EN 1993 Building Codes\", \"International Business\"]',\n", + " \"['English', 'Kazakh']\"],\n", + " ['75',\n", + " 'graduate software engineer (f/m/d)',\n", + " 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Backed by a major Swiss venture fund, MIACAR successfully launched in the region of Bern and we are now growing our company at high speed. Join us in becoming the category king in Switzerland and help us giving our customers what they really want: More time for the beautiful things in life. Graduate Software Engineer (f/m/d) As a Software Engineer you will be responsible for developing state-of-the-art mobile and web applications that delight our customers. These will be your tasks Contribute to developing MIACAR\\'s scalable, reliable, and secure grocery delivery platform (this includes web and mobile applications for our customers as well as our logistics operations) Take pride in working on projects to successful completion involving a wide variety of technologies and systems Assure quality via testing, validating data, monitoring and implementing best practices Deliver high quality software and user experience within an Agile development environment You\\'re offering these qualifications Solid understanding of Computer Science concepts, algorithms and data structures 2+ years of experience with a modern statically typed programming language (Typescript, Haskell, C++, Java, Scala, or similar) Knowledge of version control techniques using git Interest in functional programming We\\'re offering these benefits Be a key player in the most ambitious Swiss online food story Highly motivated, dynamic and international team Fame and glory for what you will have built No bulls**t, down to earth, yet high caliber work environment Sounds like you? Submit your application for MIACAR and be a \"Hero of the first hour\"! We are looking forward to hearing from you. Contact: MIACAR AG Helen Krähenbühl MIACAR is backed by the Migros group. For more job offerings, please visit: migros-gruppe.jobs',\n", + " '[\"Typing\", \"Quality Assurance\", \"Operations\", \"Reliability\"]',\n", + " '[\"Web Applications\", \"Agility\", \"KM Programming Language\", \"Development Environment\", \"Data Validation\", \"Computer Science\", \"Good Agricultural Practices\", \"Mobile Application Software\", \"TypeScript\", \"Haskell (Programming Language)\", \"Software Quality Management\", \"Version Control\", \"M (Programming Language)\", \"Hostile Work Environment\", \"Quality Management Systems\", \"Software Engineering\", \"Test Data Generation\", \"Mobility\", \"Logistics\", \"Scalability\", \"Functional Programming\", \"Foods\", \"Data Structures\", \"Algorithms\", \"Git Flow\", \"User Experience\", \"Java (Programming Language)\"]',\n", + " \"['English', 'Hindi']\"],\n", + " ['41',\n", + " 'software engineer (100%) – web and data science',\n", + " 'Lausanne',\n", + " 'Colleges & Universities',\n", + " '',\n", + " '[[-3.65671992e-01 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The EPFL employs 6,000 people supporting the three main missions of the institutions: education, research and innovation. The EPFL campus offers an exceptional working environment at the heart of a community of 16,000 people, including over 10,000 students and 3,500 researchers from 120 different countries. Software Engineer (100%) – Web and Data ScienceYour mission : The Distributed Information Systems Laboratory (LSIR) headed by Prof. Karl Aberer at EPFL in Lausanne is currently looking for a software engineer with experience in Web development and Data Science. If you are interested in being at the crossroad of Web technologies, Machine learning and Computational Journalism, this job is for you. You will join our research team. Our goal is to develop a web platform to collect news articles from all around the world and to analyze the media landscape in real-time. You will be in charge of the Web platform development and will help us integrating some of the algorithms developed by our researchers. Interest in the field of journalism is a plus. Main duties and responsibilities include : Participate in the development and optimization of the platform in close collaboration with research staff. Support research staff to the transition of research prototypes into production-grade software tools. Implement best practices for sustainable and maintainable software development. Your profile : Master’s degree in computer science or equivalent. Ideally, at least 2 years of experience in software development. Fluent English in speech and writing Skills required Experience in web application development (Full-stack). Expertise in Python. Experience in managing and processing large-scale datasets. Effective team player. Skills preferred Experience in front-end and with at least one Javascript framework (e.g., Node.js, React, or Angular). Experience with at least one Machine/Deep Learning framework (e.g., scikit-learn, PyTorch, or Tensorflow). Experience with at least one Natural Language Processing framework (e.g., SpaCy, NLTK). We offer : A young, dynamic and interdisciplinary team Collaboration with strategic external partners and with advanced scientists Start date : Immediatly Term of employment : Fixed-term (CDD) Duration : 1 year, renewable Contact : For additional information, please contact J. Rappaz: jeremie.rappaz@epfl.ch Remark : Only candidates who applied through EPFL website or our partner Jobup’s website will be considered.',\n", + " '[\"Research\", \"Writing\", \"Team Effectiveness\", \"Collaboration\", \"Management\", \"Communications\", \"Integration\", \"Innovation\"]',\n", + " '[\"Application Development\", \"Web Applications\", \"Real Time Data\", \"Tooling\", \"Natural Language Processing\", \"Sustainability\", \"Computer Science\", \"Collections\", \"Good Agricultural Practices\", \"Web Application Development\", \"Scikit-learn (Machine Learning Library)\", \"Educational Research\", \"Scale (Map)\", \"Landscaping\", \"Python (Programming Language)\", \"Node.js\", \"Prototyping\", \"Maintainability\", \"E (Programming Language)\", \"Machining\", \"Web Development\", \"Dataset\", \"Software Engineering\", \"React.js\", \"Data Science\", \"SpaCy (NLP Software)\", \"Therapeutic Support Staff\", \"TensorFlow\", \"Deep Learning\", \"JavaScript Frameworks\", \"NLTK (NLP Analysis)\", \"Angular (Web Framework)\", \"Front End (Software Engineering)\", \"Digital Learning Technology\", \"Software Development\", \"Algorithms\", \"Additives\", \"PyTorch (Machine Learning Library)\", \"Journalism\", \"Web Platforms\", \"Information Systems\"]',\n", + " \"['English', 'Czech', 'Akan', 'Wolof']\"],\n", + " ['42',\n", + " 'data science course developer and instructor',\n", + " 'Lausanne',\n", + " 'Colleges & Universities',\n", + " '',\n", + " '[[-2.31003404e-01 2.87446916e-01 4.94195759e-01 6.79244250e-02\\n5.64721525e-01 -1.02165639e-01 4.63781841e-02 4.17711139e-01\\n-7.86895026e-03 -1.81509703e-01 -1.69008210e-01 -1.56376541e-01\\n3.87024619e-02 9.05360281e-02 1.98915392e-01 4.50523078e-01\\n2.97633052e-01 -7.17932507e-02 -1.61911964e-01 3.28495532e-01\\n-1.14688650e-03 -7.13254437e-02 -6.84413910e-02 6.87404990e-01\\n4.78520870e-01 2.86109541e-02 -3.75124589e-02 1.10322885e-01\\n-1.47137582e-01 -2.81869173e-01 3.99212688e-01 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Here’s what you’ll get to do in this role: Develop data science and advanced analytics activities, including applications of mathematical modeling, statistical analysis and machine learning techniques (through exercises, public posts, capstone project guidance); Guide learners in acquiring hands-on data science experience using Python (NumPy, Pandas, Scipy, Scikit-Learn, Matplotlib, Seaborn); Apply technical expertise and leadership skills to design, develop, manage and grade learner projects using real-world large datasets and relational databases; Design and lead workshops and hackathons, and participate in conferences to promote the EPFL Extension School, data science and digital skills to a wide audience; Collaborate with partners from academia and the private sector to identify opportunities for development of new courses and workshops as well as learner course projects and capstone projects; Manage additional course development and other activities to support the growth of the EPFL Extension School The audience for the EPFL Extension School courses extends to a large, general public and the knowledge level of the learners will range from novice (no prior experience with Python and/or in data science) to intermediate (strong familiarity, possibly but not necessarily university or post-graduate level knowledge) to advanced (practitioners in the field, seeking to learn specific skills). The course developer should be able to adapt his/her approach and output accordingly. We expect a solid, demonstrable and practical background in all domains of data science relevant to beginner- and intermediate-level learners. In particular, we expect you to be have extensive hands-on experience with the most common tools, methods, and applications of all stages of the data science pipeline (i.e. data mining, data cleaning, data analysis, data visualisation), using Python. You will have advanced knowledge of Python and all relevant data science libraries. You will also have a proven ability to explain basic and difficult concepts in data/data science clearly and effectively to a wide audience. The ideal candidate also has experience with a variety of methods / models / tools relevant to data analytics, statistics and/or machine learning. Additional required qualifications: Background in computer science, data science, statistics, the physical sciences or other quantitative field (academic or equivalent professional experience); Previous experience with data science projects; Previous teaching/TA experience; Excellent communications and relationship management / « people » skills; Excellent written verbal presentation skills and the ability to communicate both to business and technical audiences, with a wide variety of skills / skill levels; Strong organisational skills; Good team player; Self-starter, capable of autonomous time management and work; Ability to rapidly and independently acquire new skills Fluent English, both written and spoken; Comfortable with developer tools: git, the command line, code editors, etc.; Previous experience in time series analysis, natural language processing, or advanced statistics a plus; Start-up experience a plus.',\n", + " '[\"Leadership\", \"Adaptability\", \"Professionalism\", \"Collaboration\", \"Self Starter\", \"Management\", \"Communications\", \"Presentations\", \"Teaching\", \"Time Management\", \"Relationship Management\"]',\n", + " '[\"Matplotlib\", \"Tooling\", \"Qualitative Data Analysis\", \"Natural Language Processing\", \"Computer Science\", \"Analytics\", \"Statistics\", \"Machine Learning\", \"Physical Science\", \"Scikit-learn (Machine Learning Library)\", \"Staging\", \"Activism\", \"NumPy\", \"Apex Data Loader\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Levelling\", \"Course Development\", \"Library\", \"Apple Developer Tools\", \"Dataset\", \"Line Coding (Telecommunication)\", \"Pipelining\", \"Alexa Skills Kit\", \"Code Editor\", \"Data Science\", \"Time Series\", \"Cleaned Data\", \"Management Development\", \"Relational Databases\", \"Mathematical Modeling\", \"Additives\", \"Command-Line Interface\", \"Git Flow\", \"SciPy\", \"Digital Skills\", \"Pandas (Python Package)\", \"Seaborn\"]',\n", + " \"['English', 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Furthermore, do you want to work with world’s biggest Language Company in the world? Then please read on! We are looking for a Data Scientist to be based in our headquarters in Zurich, Switzerland. EF International Language Campuses is building a new data platform and is looking for new T-profiles, combining general and in-depth technology skills, to join the team to build the future of data processing at EF. The role Work with large complex data sets to solve difficult, non-routine analysis problems applying advanced analytical methods as needed Conduct end-to-end analysis including data gathering and requirements specification, processing, analysis, ongoing deliverables and presentations Make business recommendations with effective presentations of findings at multiple levels of stakeholders through use of visual displays of quantitative information Collaborate with business customers to understand needs, recommend strategy enhancements and deploy predictive analytics across multiple platforms Develop, consult on, deploy and analyse testing strategies to leverage learnings for future business endeavours Present technical issues to non-technical audiences You will work in a highly international company with development offices in Zurich, London, Shanghai, Boston and Bangalore Your profile You are curious and want to stay on top of new technologies You have an entrepreneurial drive and focus on progress and results You are a team-player and have an agile mind-set You are hands-on with an attention to details and quality Requirements Bachelor / Master / PhD degree in Math, Statistics, Physics, CS, or other quantitative disciplines Experience articulating business questions, using mathematical techniques to arrive at an answer using available data, and translating technical/analysis results into business recommendations Extensive experience with programming/analytical tools (Python, R, Julia, etc.) Experience cleaning and processing data (structured, unstructured) Experience with data visualization tools (Qlik, PowerBI, D3, etc.) Experience with data querying tools (SQL, DB2, Hive, Pig etc.) Excellent communication (written and verbal), presentation, and facilitation skills Ability to manage multiple goals and deadlines Fluency English About Us EF Education First is a global education company focusing on language, academic, cultural exchange, and educational travel programs. We are 52,000 staff, faculty and teachers, working in over 612 offices and schools across 52 countries, and having a global presence in 116 countries. While we continue to grow, we strive to stay small so as to ensure agility, smart thinking and a fun place to work. For the past 53 years, EF has grown to include a range of programs that give students of all ages the freedom and confidence to explore the world through language, travel and education. EF is committed to safeguarding and promoting the welfare of children and young adults and expects all staff and volunteers to share this commitment. References will be followed up and will ask specifically whether there is any reason that the applicant should not be engaged in situations where they have responsibility for, or substantial access to, persons under 18. Upon interview all gaps in CVs must be explained satisfactorily and proof of identity and, where applicable, qualifications will be required. Appropriate suitability checks and Garda Vetting will be conducted prior to confirmation of appointment.',\n", + " '[\"Collaboration\", \"Management\", \"Articulation\", \"Presentations\", \"Written Communication\", \"Consulting\"]',\n", + " '[\"Julia (Programming Language)\", \"Tooling\", \"Agility\", \"Programming (Music)\", \"Analytics\", \"Scholastic READ 180\", \"Visualization\", \"Requirements Specifications\", \"Python (Programming Language)\", \"Levelling\", \"D3.js\", \"Test Strategy\", \"Process Analysis\", \"DB2 SQL\", \"Technical Translation\", \"Data Visualization\", \"Apache Hive\", \"Personalization\", \"Cultural Exchange\", \"R (Programming Language)\", \"Young Adult Literature\", \"Electronic Data Processing\", \"Statistical Physics\", \"Technical Analysis\", \"Data Structures\", \"Predictive Analytics\", \"Data Management Platforms\", \"Data Processing\"]',\n", + " \"['English', 'Tigrinya']\"],\n", + " ['75',\n", + " 'backend software engineer',\n", + " 'Zürich',\n", 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You enjoy learning new things and are passionate about developing new features, maintaining existing code, fixing bugs, and contributing to overall system design. You are a great teammate who thrives in a dynamic environment with rapidly changing priorities. Your profile: a Bachelor's or higher degree in technical field of study or equivalent practical experience hands-on experience with highly concurrent production grade systems knowledge of at least one modern programming language, such as Go, Java, C++ and Scala, etc. excellent troubleshooting and creative problem-solving abilities excellent written and oral communication and interpersonal skills Ideally: experience with systems for automating deployment, scaling and management of containerised applications, such as Kubernetes and Mesos experience with big data technologies, such as Kafka, Spark, Storm, Flink and Cassandra experience with encryption and cryptography standards Benötigte Skills JAVA Python Englisch Scala Kryptografie / Verschlüsselung Go\",\n", + " '[\"Management\", \"Problem Solving\", \"Communications\", \"Troubleshooting (Problem Solving)\", \"Creative Problem-Solving\"]',\n", + " '[\"Distributed File Systems\", \"Scale (Map)\", \"Systems Design\", \"Automation\", \"Kubernetes\", \"Scala (Programming Language)\", \"Apache Flink\", \"Apache Cassandra\", \"KM Programming Language\", \"Encryption\", \"Cryptography\", \"Python (Programming Language)\", \"Maintainability\", \"Location-Based Services\", \"Java (Programming Language)\", \"Idealization\", \"Big Data\", \"Apache Mesos\"]',\n", + " \"['English', 'Bambara']\"],\n", + " ['127',\n", + " 'software developer/devops engineer',\n", + " 'Basel',\n", + " 'Colleges & Universities',\n", + " '',\n", + " '[[-2.79464602e-01 2.83842206e-01 4.32112038e-01 -1.00324735e-01\\n5.33078432e-01 -1.73618779e-01 -1.52223721e-01 4.19416130e-01\\n-1.45017251e-01 -3.03699583e-01 -1.04994282e-01 -2.60173768e-01\\n-1.43293232e-01 1.81950599e-01 7.96944425e-02 4.16553766e-01\\n3.46023202e-01 5.54476380e-02 -1.65452421e-01 3.39596689e-01\\n9.71518457e-02 -7.41897374e-02 -2.95279995e-02 7.51191378e-01\\n3.40693116e-01 3.60643193e-02 -6.12074137e-02 3.74694876e-02\\n-1.72964886e-01 -1.97237477e-01 4.07169700e-01 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life sciences institutes in the world. It consists of 32 groups and 500 employees that research how molecules and cells create life, spanning the scale from atom to organism. Founded in 1971, the Biozentrum has been the birthplace of many fundamental discoveries in biology and medicine, spawning several Nobel Laureates. The Research IT technology platform is the primary contact point for scientific IT projects at the Biozentrum. We support the Biozentrum’s scientists and staff with expertise, services and custom software development to facilitate research data management, analysis and collaboration. Your position We are looking for a Software Developer/DevOps Engineer with experience in web technologies who enjoys both sides of the software lifecycle coin: Developing state of the art applications as well as deploying and operating systems and services in production. In this role, you support the specific needs of the research groups and administrative units at the Biozentrum. Your responsibilities Ensuring reliable operation of our existing services within a heterogeneous service infrastructure (Linux, Windows, Citrix Hypervisor), software (application software, web servers) and databases (MySQL, PostgresSQL, MS-SQL) Software development, with an emphasis on web technologies Planning, design, transition and operation of new services. Active participation in Research IT projects, such as discussing requirements with users, developing scenarios and solutions, as well as occasional training. Your profile We are looking for an enthusiastic person with a Master’s degree in Computer Science, Bioinformatics or equivalent relevant experience. You have not only proven programming skills, but also outstanding analytical and collaborative skills that you enjoy bringing to the table in cross-functional projects. You like to work in an agile academic work environment and embrace a service-oriented approach. Part of your duties is to make sure that our production services run smoothly. Furthermore, you are: Very familiar with operation of Linux/Apache/* stacks, MySQL, PostgreSQL, familiar with other setups (Windows, MS-SQL). Experience with virtualization, containers, orchestration a definite plus. Experienced with web development using at least one of the following: PHP/Zend Framework, Python/Django, other frameworks a plus. Other coding and data management experience highly welcome. Comfortable applying software development best practices (source code versioning, unit testing, continuous integration, etc.) Finally, you are motivated to acquire further skills on the job and believe in continuous improvement. Good communication skills in English are required; knowledge of German is an asset. We offer The Biozentrum offers a cutting-edge research infrastructure, a highly international environment that provides numerous opportunities to learn more, and excellent working conditions. The position is initially for 2 years, with the possibility of permanent employment. Salary and benefits according to University of Basel standards. Application / Contact Please apply online with a CV, letter of motivation, and the name/address of three references: https://biped2.biozentrum.unibas.ch/apply/software-developer_devops-engineer The deadline for receipt of applications is 31 December 2019. Please note that only online applications will be accepted. Further information about Research IT: https://www.biozentrum.unibas.ch/researchit/ For specific questions, feel free to contact Michael Podvinec, PhD, Head of Research IT (michael.podvinec@unibas.ch).',\n", + " '[\"Verbal Communication Skills\", \"Research\", \"Collaboration\", \"Infrastructure\", \"Planning\", \"Operations\", \"Reliability\", \"Positivity\"]',\n", + " '[\"Web Servers\", \"MySQL\", \"Enterprise Application Software\", \"Agility\", \"Programming (Music)\", \"Unit Testing\", \"Computer Science\", \"Zend Framework\", \"Life Sciences\", \"Data Management\", \"Citrix Systems\", \"Spawning\", \"Analytics\", \"Virtualization\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Continuity Tests\", \"Scale (Map)\", \"Activism\", \"Custom Software\", \"PostgreSQL\", \"Linux\", \"Python (Programming Language)\", \"Web Development\", \"Hostile Work Environment\", \"PHP (Scripting Language)\", \"Django (Web Framework)\", \"Operating Systems\", \"Cross-Functional Coordination\", \"Library For WWW In Perl\", \"Biology\", \"Personalization\", \"Quantum Point Contact\", \"Continuous Improvement Process\", \"Service-Oriented Modeling\", \"Clinical Data Management\", \"Finalization\", \"Software Development\", \"Windows Setup\", \"Source Codes\", \"Infrastructure Management Services\", \"Atom (Standard)\", \"Hypervisor\", \"SQL (Programming Language)\", \"DevOps\"]',\n", + " \"['English', 'Dutch']\"],\n", + " ['9',\n", + " 'software engineer backend (m/w)',\n", + " 'Switzerland',\n", + " '',\n", + " '',\n", + " '[[-3.09588939e-01 3.53977472e-01 3.76809657e-01 -7.97372609e-02\\n3.86109412e-01 -2.18868315e-01 -4.56952713e-02 4.92449939e-01\\n-1.11506663e-01 -3.70523840e-01 -6.71701431e-02 -2.23877981e-01\\n-1.67698145e-01 5.79392575e-02 1.56673595e-01 3.58065605e-01\\n2.99305230e-01 1.31248459e-01 -2.14176953e-01 3.80015284e-01\\n8.25560838e-02 -8.59833360e-02 -2.83666942e-02 6.63735986e-01\\n3.03802878e-01 2.84423213e-02 -3.44149023e-02 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systems integrator focusing on Linux-based solutions. We design and implement cluster systems, comprehensive virtualization solutions, enterprise hosting and cloud systems as well as complex LDAP solutions for centralized administration and authentication. We offer an unprecedented environment with a team of absolute open source professionals. We also promote community work and actively support the Open Source movement. Your responsibilities: Implementation of customized solutions based on Python (Django) and/or PHP Collaboration on the development of concepts and requirement specifications Support in customer meetings, assistance in the supervision of existing and new projects Participation in the planning and implementation of the realization Your qualifications: For this job you have knowledge in using well-known Open Source products and Linux/Unix as a working tool. In addition, you shine with us with the following characteristics: Very high degree of independence Profound knowledge of Python or PHP Experience in the development of OOP solutions, knowledge of functional programming desired Knowledge of the entire web application stack (Javascript, HTML, CSS; protocols, SQL databases) Security Know-how (SQL Injection, XSS, …) Modern technologies such as DevOps, Containers, CI/CD are no foreign words. Willingness to assume responsibility Familiarity with other programming languages and environments such as C++, Go or Rust are advantageous What we offer: We offer you a working environment with flexible employment conditions and a relaxed working environment with exceptionally talented employees. Short decision-making paths and the opportunity to take on responsibility quickly characterise our company and are an integral part of our philosophy. It is also important to us to make our contribution to Open Source – therefore we contribute to the Open Source movement at various levels, be it through financial support, sponsoring or participation in development. You interested? Then please send your application documents and the next possible starting date by email to Thomas Köchli. We look forward to getting to know you!',\n", + " '[\"Professionalism\", \"Collaboration\", \"Planning\", \"Supervision\", \"Communications\", \"Integration\", \"Decision Making\"]',\n", + " '[\"Web Applications\", \"Tooling\", \"KM Programming Language\", \"Cascading Style Sheets (CSS)\", \"Virtualization\", \"Clustered File Systems\", \"C++ (Programming Language)\", \"Requirements Specifications\", \"Authentications\", \"SQL Injection\", \"Activism\", \"Python (Programming Language)\", \"Linux\", \"Levelling\", \"Systems Integration\", \"Cloud Platform System\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"PHP (Scripting Language)\", \"Hosting\", \"Django (Web Framework)\", \"Database Security\", \"Open Source Technology\", \"Project-Based Solutions\", \"Ldap Client\", \"JavaScript (Programming Language)\", \"Functional Programming\", \"Additives\", \"Rust (Programming Language)\", \"Unix\", \"SQL (Programming Language)\", \"Object-Oriented Programming (OOP)\", \"DevOps\"]',\n", + " \"['English', 'Gaelic']\"],\n", + " ['125',\n", + " 'data engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.88429624e-01 1.98583737e-01 4.23475713e-01 1.82951957e-01\\n6.04900897e-01 -1.18279234e-01 -2.03081205e-01 3.64629149e-01\\n3.46712098e-02 -4.40724462e-01 -3.31022963e-02 -3.14529419e-01\\n-9.01315287e-02 5.02066910e-02 -5.02935611e-02 3.59344751e-01\\n3.67627680e-01 7.54890665e-02 -1.39250651e-01 3.57062072e-01\\n3.43481824e-02 -6.97322488e-02 1.80957884e-01 7.95656264e-01\\n2.98042953e-01 -1.16255090e-01 -8.54918733e-02 6.87133074e-02\\n-1.80363178e-01 -1.75483465e-01 4.29032385e-01 8.67326707e-02\\n-2.11392596e-01 -4.58809465e-01 6.91199154e-02 1.77373588e-01\\n-1.58668861e-01 -3.34640034e-02 -8.88730586e-02 1.04851618e-01\\n-5.17855048e-01 -2.43672878e-01 -1.94103152e-01 1.63487084e-02\\n-2.56109715e-01 -2.77911812e-01 1.19478285e-01 -4.85466346e-02\\n1.80046245e-01 1.38918266e-01 -5.33979833e-01 2.59514928e-01\\n-1.72233954e-01 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2.73821026e-01\\n-2.61679411e-01 -7.85439368e-03 -4.06198800e-02 1.44031033e-01\\n-5.04076667e-03 2.21064001e-01 -1.31533191e-01 -3.20389599e-01\\n-2.73151636e-01 2.28696525e-01 -1.32139415e-01 9.22981128e-02\\n2.58937012e-02 3.68632615e-01 -6.86414987e-02 4.47538160e-02\\n4.31382239e-01 2.66966987e-02 -2.29474261e-01 -2.61173248e-01\\n-2.45649621e-01 -3.27400006e-02 -7.22273067e-02 -1.51843235e-01\\n2.19008878e-01 -3.26671988e-01 -6.45876229e-02 -5.07754050e-02\\n-7.89334103e-02 -2.83684820e-01 -1.49782058e-02 -1.75832555e-01]]',\n", + " \"Unit8 is looking for Data Engineer to join our team. You will build tools and infrastructure to help our client solve problem that directly impact their business - be it operations, finance, manufacturing or R&D. You will have opportunity to work with world-class experts who previously worked for companies like Google, Amazon, Palantir or Microsoft. We're looking to expand our engineering team in Lausanne, Zurich (Switzerland) and Krakow (Poland). What You’ll Do Design, build, maintain, and troubleshoot data pipelines and processing systems that are relied on for both production and analytics applications, using tools like Spark or Airflow. Use best practices in continuous integration and delivery. Help drive optimization, testing and tooling to improve data quality. Collaborate with other software engineers, ML experts and stakeholders, taking learning and leadership opportunities that will arise every single day. Work in multi-functional agile teams to continuously experiment, iterate and deliver on new product objectives. RequirementsWho You Are You know how to work with high volume heterogeneous data, preferably with distributed systems such as Hadoop. You know how to write distributed services in Python or Java or Scala. You are knowledgeable about data modeling, data access, and data storage techniques. You appreciate agile software processes, data-driven development, reliability, and responsible experimentation. You understand the value of teamwork. You are willing to travel up to 20% of your time. BenefitsWhat We Offer Work with cutting edge technology on projects that matter Challenging work close to a customer inside an experienced 10x engineering team Tailor-made mentorship program Dedicated budget for training 10% of the time for self-development Yearly bonus based on the performance of the company A package of shares Who We AreUnit8 is a Swiss-based startup focused on solving problems of big industries like chemical, pharma, automotive and finance. Our team comprised of world-class experts in ML and Software Engineering who previously worked for silicon companies like Google, Amazon, Palantir or Microsoft. We work with some of the biggest companies in the world to solve the problems that directly affect their business. Apart from that, Unit8 dedicate a part of resources and time on things that deeply matter to us - that includes collaboration on pro-bono and engineering for good cases.\",\n", + " '[\"Complex Problem Solving\", \"Leadership\", \"Writing\", \"Teamwork\", \"Collaboration\", \"Mentorship\", \"Infrastructure\", \"Operations\", \"Reliability\"]',\n", + " '[\"Distributed File Systems\", \"Data Quality\", \"Tooling\", \"Test-Driven Development (TDD)\", \"Agility\", \"Data Modeling\", \"Build Tools\", \"Analytic Applications\", \"Silicone\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Data Engineering\", \"Industrialization\", \"Apache Airflow\", \"Scala (Programming Language)\", \"Python (Programming Language)\", \"Maintainability\", \"Agile Edge Technologies\", \"Data Pipeline\", \"Experimentation\", \"Iterators\", \"Transaction Processing Systems\", \"Software Engineering\", \"Building Design\", \"NetApp Data Storage\", \"Budgeting\", \"Finance\", \"Logical Data Models\", \"Close Work Orders\", \"Resourcing\", \"Agile Model Driven Development\", \"Java (Programming Language)\", \"New Product Development\", \"Process Driven Development\", \"Agile Unified Process\"]',\n", + " \"['English', 'Serbian']\"],\n", + " ['75',\n", + " 'data engineer (m/w)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.51825631e-01 2.60474980e-01 4.06874985e-01 3.90913012e-03\\n4.12762940e-01 -1.23509467e-01 4.15141247e-02 1.99809834e-01\\n-5.73633872e-02 -3.32715869e-01 -8.14895481e-02 -2.22888529e-01\\n-1.08683847e-01 -8.90786946e-02 6.65177479e-02 4.58354712e-01\\n2.12481126e-01 1.29846826e-01 -1.25317678e-01 2.87066758e-01\\n1.07233323e-01 -2.88710091e-02 -3.41112688e-02 6.10245287e-01\\n4.81369436e-01 -2.63749976e-02 -1.07174106e-01 -1.31487604e-02\\n-2.51145959e-01 -2.75283664e-01 4.13886905e-01 6.83189109e-02\\n-1.65120408e-01 -2.11267978e-01 1.40884995e-01 1.06072046e-01\\n-2.27530733e-01 1.44333303e-01 -6.86841607e-02 2.22526193e-01\\n-3.98599684e-01 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Define data management processes and best practices for the full data lifecycle Work with clients to model data landscapes, define data pipelines and curate data for usage in data-driven use cases and services Mentor and educate team members and customers Your profile: Minimum qualifications Master’s degree in Computer Science or equivalent subject Very strong analytical skills with a mindset to make things “as simple as possible, but not simpler” Profound experience with relational databases and very good command of SQL Experience with data pipelines and ETL Experience with BigData platforms (e.g. Spark, Hadoop) Experience with data preparation and data scraping for machine learning models and their deployment to production Programming experience (e.g. Python, R, Java, PL/SQL, etc.) Strong interest in banking and financial services industry Open, curious, team-oriented personality with persistency and tenacity High sense of ownership and quality Excellent communication skills, both towards customers and peers Ability to think ahead, work independently and set priorities Very strong command of English, good command of German (verbal and written) Willingness to travel (mostly within Switzerland, occasionally EU/UK) Benötigte Skills SQL ETL Python Python R JAVA PL/SQL PLSQL Englisch Reisetaetigkeit',\n", + " '[\"Verbal Communication Skills\", \"Analytical Skills\", \"Team Oriented\", \"Infrastructure\", \"Persistence\"]',\n", + " '[\"PL/SQL\", \"Python Server Pages\", \"Tooling\", \"Programming (Music)\", \"Data Scraping\", \"Computer Science\", \"Data Management\", \"Data Modeling\", \"Good Agricultural Practices\", \"Financial Services\", \"Landscaping\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Pipeline\", \"Management Process\", \"Extract Transform Load (ETL)\", \"Use Case Diagram\", \"Machine Learning Methods\", \"Personalization\", \"R (Programming Language)\", \"Data Curation\", \"Banking\", \"Relational Databases\", \"Service Industries\", \"Amazon Data Pipeline\", \"Java (Programming Language)\", \"SQL (Programming Language)\"]',\n", + " \"['English', 'Serbian', 'Sinhalese']\"],\n", + " ['68',\n", + " 'software engineer',\n", + " 'Chiasso',\n", + " 'Film Production & Distribution',\n", + " '',\n", + " '[[-1.10012941e-01 2.50470519e-01 4.47021544e-01 7.62318075e-03\\n4.62903321e-01 -1.23481639e-01 1.25570491e-01 2.44325876e-01\\n3.67624722e-02 -4.38723087e-01 -1.22936435e-01 -2.46223420e-01\\n-9.11628082e-03 -9.29438695e-03 5.71359470e-02 3.63453090e-01\\n2.53457546e-01 -3.03699821e-02 -2.00233787e-01 4.40562785e-01\\n1.52866721e-01 -6.13864996e-02 6.80958107e-02 6.93907142e-01\\n4.41830158e-01 -4.54013608e-03 -2.18034536e-02 -7.38844723e-02\\n-2.11520836e-01 -3.17640036e-01 3.76719534e-01 -3.89324762e-02\\n2.38037594e-02 -3.50452602e-01 4.59056944e-02 1.72284432e-02\\n-1.31245151e-01 3.04484181e-03 1.87065490e-02 1.28031567e-01\\n-3.92087758e-01 -1.23583615e-01 8.59400630e-03 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While reading key responsibilities of the role, please consider that we value attitude more than your expertise. Are you curious and passionate about working in a constantly evolving and challenging international environment? Even if you dont feel to fit the role 100%, please apply: put your willingness to learn and we will grow together! Key Responsibilities will include Designing, writing and testing clean code using design patterns Create resilient, secure and performant applications able to serve millions of requests per day Contribute in simplifying and improving the infrastructure, always focusing on CI/CD Learn from colleagues and share your knowledge Interact with all stakeholders finding solutions for company evolutions Maintain systems by monitoring, identifying and correcting software defects. Contribute in the R&D of the company stack, proposing effective solutions Constantly updating technical knowledge and skills by attending in-house and/or external courses, reading manuals and accessing new applications Skills and Experience Essential Experience as a Software Engineer programming in Object Oriented languages ( C++, Java, Python etc.) Problem solving capabilities Positive and collaborative attitude Willingness to work inside a team Curiosity and passion for continuous improvement Customer orientation fluency in English What We Offer Working in an international agile environment using eXtreme Programming Bleeding edge technology stack (Docker, Kubernetes, Spring Boot, Vert.x, ReactJS, React Native and more ...) Continuous learning program with internal didactic unit Possibility to join conferences around Europe for continuous improvement Coding Dojo: a weekly training to learn and share coding techniques during office hours Internal technical conference (technical lunch) Flexible working hours Remote working up to 2 days per week Possibility to join the Erasmus program (temporary relocation among our offices) Complimentary fruit, beverages, coffees and a dedicated lounge area Preferential prices reserving through our platform Discounts from external partners Hiring Process Candidates for this position can generally expect a hiring process similar to the following one (please consider that based on location and availability the process can be slightly modified) Qualified candidates receive feedback concerning their application from our Recruiting team Based on role and experience, candidate might be requested to solve a coding exercise to submit on a public repository on Github. Exercise will be assessed by our internal Engineering team Onsite Coding -Techical interview: a coding exercise to solve together pairing with our Engineering team in your favourite programming language, plus a talk about technical stuffs, experiences and analyzing possible production scenarios Youll have the opportunity to meet our technical leaders and understand a little bit more about our continuous learning environment! Follow our technical team! -Blog: https://technology.lastminute.com/ -Twitter: https://twitter.com/lastminute_tech/Qualifications null Additional Information null',\n", + " '[\"Reservations\", \"Writing\", \"Collaboration\", \"Infrastructure\", \"Willingness To Learn\", \"Resilience\", \"Problem Solving\", \"Curiosity\", \"Positivity\"]',\n", + " '[\"Kubernetes\", \"Accessioning\", \"Spring Boot\", \"Programming (Music)\", \"Agility\", \"KM Programming Language\", \"Interactivity\", \"Object Oriented Programming Language\", \"Distributed Design Patterns\", \"Scholastic READ 180\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"React Native\", \"Maintainability\", \"Agile Edge Technologies\", \"Dojo Toolkit\", \"Software Engineering\", \"Object Constraint Language\", \"Docker (Software)\", \"Beverage Products\", \"Blogs\", \"Continuous Improvement Process\", \"Receivables\", \"Virtual Learning Environments\", \"Additives\", \"Code Sharing\", \"Java (Programming Language)\", \"Vert.x\", \"Extreme Programming\"]',\n", + " \"['English']\"],\n", + " ['31',\n", + " 'report specialist (data model - data.one / controlling)',\n", + " 'Basel',\n", + " '',\n", + " '',\n", + " '[[-1.25119507e-01 8.17296654e-02 4.75452662e-01 -4.57868166e-02\\n4.19818580e-01 -1.04036637e-01 1.34177998e-01 2.97945648e-01\\n-1.21588849e-01 -3.26886237e-01 4.67494056e-02 -3.42348874e-01\\n5.22543304e-02 1.05158746e-01 -5.45630790e-02 4.21756685e-01\\n2.05081731e-01 1.78786427e-01 -1.47596404e-01 2.74296910e-01\\n2.82686442e-01 -2.65080005e-01 2.36876994e-01 4.95839745e-01\\n4.31182474e-01 2.98775341e-02 -2.05575721e-03 3.25127281e-02\\n-3.16102564e-01 -4.02572900e-01 5.12588620e-01 9.98925641e-02\\n-1.26051903e-01 -1.54986337e-01 1.66265279e-01 8.81956704e-03\\n-1.60408869e-01 -4.30136696e-02 -3.58815701e-03 1.38989374e-01\\n-4.83927667e-01 -1.45400450e-01 -6.59676343e-02 -1.45794556e-01\\n-2.63517767e-01 -4.15705889e-01 7.43594691e-02 -1.41728129e-02\\n7.72370622e-02 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implementation of target status Document and track implementation status in each country Support countries with technical questions Must Haves: Strong knowledge of data model - data.one Follow-up with Controllers having different cultural background (i.e. worldwide) Proficiency with Excel and the use of databases Excellent communication skills Good organizational skills Start date : ASAP Duration: 3 months with exention opportunities Location: Basel Are you interested to work in this challenging position? Florence Wespiser, MSP Consultant, is looking forward to receiving your complete profile. Please send an e-mail to florence.wespiser@coopers.ch By sending us your CV per E-Mail you are giving us your consent to the processing of your personal data according to our Data Privacy Policy.',\n", + " '[\"Verbal Communication Skills\", \"Communications\", \"Organizational Skills\", \"Positivity\", \"Consulting\"]',\n", + " '[\"Health Data Specialists\", \"Cost Control\", \"TARGET 3001!\", \"Medical Affairs\", \"Logical Data Models\", \"Track (Rail Transport)\", \"Personalization\", \"E (Programming Language)\", \"Data Modeling\", \"Data Privacy Laws\", \"Receivables\", \"Controllability\"]',\n", + " \"['English', 'Korean', 'Tibetan', 'Malayalam']\"],\n", + " ['75',\n", + " 'data preparation expert (m/f)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-8.08659196e-02 3.70688587e-01 5.38214862e-01 5.78740872e-02\\n5.34247518e-01 -1.54058203e-01 8.74300972e-02 2.45906383e-01\\n-3.23704742e-02 -2.45659471e-01 -1.19101405e-01 -2.91236341e-01\\n1.19120695e-01 1.40811652e-01 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loves working with a high impact team! Preferred Qualifications: - Affinity to E-Commerce, data processing technology and enterprise software - Experience in ETL software, data transformation pipelines and data warehousing Benötigte Skills Konzeptionell / Analytisch Bash Python Python R Englisch ETL E-commerce',\n", + " '[\"Collaboration\", \"Quality Assurance\", \"Sales\"]',\n", + " '[\"Automation\", \"Python Server Pages\", \"Enterprise Application Software\", \"Data Management\", \"Data Warehousing\", \"Post Processing\", \"Python (Programming Language)\", \"Customer Data Integration\", \"Data Transformation\", \"Extract Transform Load (ETL)\", \"Pipelining\", \"E-Commerce\", \"Office Management Software\", \"R (Programming Language)\", \"Bash (Scripting Language)\", \"Electronic Data Processing\", \"Independent Analyst Platform\", \"Adapter Scripting Language\", \"Suspicious Activity Report\", \"Amazon Data Pipeline\", \"Customer Requirements Analysis\"]',\n", + " \"['English', 'Tagalog', 'Fijian', 'Limburgish']\"],\n", 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You optimise the use of available CPU and GPU resources for training machine learning models on large datasets on platforms such as AWS and Azure. You work with our engineers to ensure that new models can be seamlessly integrated into our applications and reliably deployed on production systems. You actively share your know-how with our other data scientists (which already includes specialists in areas such as natural language processing, recurrent neural networks and mathematics) and in turn you learn from their ideas and expertise. Requirements: You can produce scalable, reliable and easy-to-understand code in Scala, Java and/or Python. You have deployed machine learning models in production, having tested their robustness and scalability in different environments. You are familiar with a wide range of machine learning approaches, in particular deep learning models. You are passionate about the newest neural network architectures, but you also remain pragmatic and recognise that a simpler traditional machine learning model might work just as well for many use cases. You enjoy solving mathematical problems. You desire to work in a small, agile team environment. You communicate proactively and work independently. Benötigte Skills Scala JAVA Python Python',\n", + " '[\"Proactivity\", \"Communications\", \"Reliability\", \"Integration\"]',\n", + " '[\"Python Server Pages\", \"Graphics Processing Unit (GPU)\", \"Agility\", \"Natural Language Processing\", \"Scala (Programming Language)\", \"Activism\", \"Python (Programming Language)\", \"Prototyping\", \"Dataset\", \"Use Case Diagram\", \"Machine Learning Methods\", \"Benchmarking\", \"Scalability\", \"Production Systems\", \"Deep Learning\", \"Recurrent Neural Network (RNN)\", \"Resourcing\", \"Java (Programming Language)\", \"Network Architecture\"]',\n", + " \"['English', 'Kirghiz', 'Zulu']\"],\n", + " ['85',\n", + " 'data architect',\n", + " 'Gland',\n", + " '',\n", + " '',\n", + " '[[-2.26959467e-01 1.85585111e-01 5.45626521e-01 3.39563489e-02\\n6.05104625e-01 -1.55945927e-01 -5.37235290e-02 4.24137056e-01\\n-5.30420169e-02 -5.59546590e-01 -1.57581978e-02 -2.86776245e-01\\n-5.89047931e-02 9.32528079e-02 5.75805977e-02 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We are expanding our Data Intelligence Practice in Gland and Zurich and we are looking for dynamic and passionate Data Architects with experience in Large-scale transformation, mass migrations, complex application architectures, multi-cloud Data Lakes, Artificial Intelligence, Data Science and Big Data to name a few. We will be starting very soon our interviews so if you want to be part of our successful story of growth, apply now! Your background: Master Degree in Computer Science or another technical field. 5-10 years in a Data Architect role. Experience as a hands-on technical practitioner/specialist in client facing roles in large enterprises. Demonstrated client facing consulting skills, including building strong client relationships. Excellent verbal, presentation and written communications skills. Strong team skills including the ability to lead and be a team player. Knowledge on Datawarehouse and Big-Data architecture. Knowledge in Advanced Analytics Azure ML, ML Server, BOT framework, Cognitive Services, Azure Databricks, as well as, PowerBI. Learn, learn, and learn by staying up-to-date on all technical developments related to Data Intelligence and Cloud. Fluent English and/or French CH/EU citizenship required What you will do... Are you looking to work with innovative technologies, challenging projects and to join a team of passionate people? Then OSB is where you belong. You will… Architecting and implementing big data solutions that meet customer needs for scalability, reliability, security and performance;; Creating functional design specifications, implementing solutions, and assisting with other project deliverables as required. Keeping abreast of emerging Cloud technology trends and their impact on Cloud solutions.. Why OSB is for you... One Step Beyond is one of the fastest-growing start-up companies in Switzerland. In less than 2 years we have passed the 40 OSBers with an ambition to grow locally and internationally. We are a Native Cloud Consulting company helping organizations embrace Cloud technology that includes Microsoft, AWS, Google, etc. The cloud journey at OSB starts with the Cloud Strategy to then move to the execution that usually covers topics like Modern Workplace, Artificial Intelligence, Machine Learning, SaaS solutions or Blockchain most often multi-cloud. Our approach is to be technology agnostic to always try to find the best solutions comparing various technologies and approaches. We invest part of our time in “Beyond the Cloud” initiatives where our team investigates emerging technologies. Are you looking to grow your career in the Consulting business with the opportunity to work for large organizations but always staying ahead of new technologies? Then let’s discuss as at OSB we are not \"just the usual consulting company\".',\n", + " '[\"Investigation\", \"Reliability\", \"Presentations\", \"Innovation\", \"Written Communication\", \"Consulting\"]',\n", + " '[\"Blockchain\", \"Computer Science\", \"Analytics\", \"Machine Learning\", \"Functional Design\", \"Scale (Map)\", \"Intelligence Data Handling\", \"Azure Cognitive Services\", \"Design Specifications\", \"Executable\", \"Microsoft Modern Workplace\", \"Localization\", \"Investments\", \"Applications Architecture\", \"Data Science\", \"Service Delivery Framework\", \"Artificial Intelligence\", \"Scalability\", \"Learning With Errors\", \"Big Data\", \"Azure Databricks\", \"Transformation (Genetics)\", \"Data Lakes\", \"Emerging Technologies\", \"Cloud-Native Architecture\", \"Cloud Technologies\"]',\n", + " \"['English']\"],\n", + " ['102',\n", + " 'data engineer (m/f)',\n", + " 'Zürich',\n", + " 'Staffing & Outsourcing',\n", + " 'www.robertwalters.com',\n", + " 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Data Engineer (m/f) Zurich Key Responsibilities: Drive and develop a new Data platform, and the future of Data processing for the firm Ensure delivery is meeting the highest quality and standards With a strong track record in Data engineering / Science you have: Profile: Experience designing and implementing Data technologies Strong in Java, Python and SQL programming languages Skilled in Docker and Kubernetes, AWS, Shell scripting Strong team player and leader with excellent interpersonal skills Fluency in English required, other languages are a plus Apply for the Data Engineer (m/f) position if you believe this is your next challenge. A very rewarding Data Engineer (m/f) in-house role has become available at a leading firm creating their new data platform.',\n", + " '[\"Positivity\"]',\n", + " '[\"Docker (Software)\", \"Kubernetes\", \"Experience Design\", \"KM Programming Language\", \"Python (Programming Language)\", \"Shell Script\", \"M (Programming Language)\", \"Track (Rail Transport)\", \"Data Storage Technologies\", \"Java (Programming Language)\", \"Electronic Data Processing\", \"SQL (Programming Language)\", \"Data Engineering\"]',\n", + " \"['English', 'Indonesian', 'Latin']\"],\n", + " ['39',\n", + " 'junior software engineer (java/.net)',\n", + " 'Bern',\n", + " 'IT Services',\n", + " '',\n", + " '[[-1.58827543e-01 2.78695405e-01 4.78867859e-01 -1.40555575e-01\\n4.73880589e-01 -2.29799300e-01 1.18673015e-02 5.41712344e-01\\n-1.29821241e-01 -4.76364672e-01 -1.58624187e-01 -1.81938067e-01\\n4.80378605e-02 7.95653313e-02 2.17752740e-01 3.67459863e-01\\n4.41360325e-01 7.91803077e-02 -2.36952901e-01 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In this role Develop innovative web and mobile applications, using state-of-the-art tools and agile methodologies. Work closely with a multidisciplinary team of business analysts, architects and developers. Be involved in the complete project lifecycle, from requirements analysis to final delivery. What we offer A dynamic work environment with a young and highly motivated team. Ample opportunities to expand your knowledge and experience by working on a broad range of exciting projects, customers and technologies. Attractive prospects for career and personal development through training and coaching. A flat hierarchy and a culture of collaboration across all disciplines. The chance to make a difference in peoples’ life by building great software. About your profile You hold a MSc or BSc from a leading university or institute of technology. You already have some experience in developing Java or .Net applications from internships or course-related activities. You are passionate about technology and software engineering. You are familiar with the fundamentals of underlying technologies such as web-based user interfaces, relational and non-relational databases, application security, and communication protocols. You have a good command of English and either French or German (depending on working location). For Zurich and Bern you have very good language skills in German and English. For Lausanne and Geneva you have very good language skills in French and English. For Granada you have very good language skills in English.',\n", + " '[\"Collaboration\", \"Innovation\", \"Team Motivation\"]',\n", + " '[\"MSC Software\", \"Database Application\", \"Tooling\", \"Hostile Work Environment\", \"Relational Databases\", \"Requirements Analysis\", \"Agile Methodology\", \"Application Security\", \"Personality Development\", \"Communications Protocols\", \"Java (Programming Language)\", \"Mobile Application Software\", \"User Interface\", \"Software Engineering\", \"Finalization\"]',\n", + " \"['English', 'South Ndebele', 'Welsh', 'Aymara', 'Indonesian']\"],\n", + " ['1',\n", + " 'full stack software engineer',\n", + " 'Neuchâtel',\n", + " '',\n", + " '',\n", + " '[[-2.57387906e-01 2.24195898e-01 4.99606431e-01 7.67015666e-03\\n4.39205438e-01 -1.57651961e-01 1.62919555e-02 2.65592307e-01\\n7.57750422e-02 -5.09545028e-01 -1.28488429e-03 -2.34035105e-01\\n-1.36220977e-01 9.99910831e-02 9.62357596e-02 3.91497105e-01\\n4.33110178e-01 9.11655128e-02 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-3.86286855e-01 -5.02902046e-02 -1.17031999e-01\\n-1.29941404e-01 -2.66808242e-01 -3.83708254e-02 -3.63659114e-02]]',\n", + " 'We are seeking a Full Stack Software Engineer to develop software for our portable medical diagnostics system. The candidate will join a multi-disciplinary team dedicated to developing high-quality products. The ideal candidate is a team player, likes overcoming difficult challenges, enjoys learning new skills, and has a “hands-on” problem solving approach. This is an outstanding opportunity for a self-motivated individual to make a key contribution and increase their responsibilities in a high-growth start-up environment. You will build software used by medical professionals and patients. We have build our platform on a modern stack, including Node.js, React, Redux, GraphQL. As a team, we embrace collaboration and independent responsibility: you’ll be supported in your work, and you’ll have the freedom to make your own decisions. This role is for someone who wants to apply their computer science knowledge to have a meaningful impact on personalised medicine and life sciences. We are looking for someone to grow with the organization as a core member of the team. Job responsibilities: As part of the 1Drop Diagnostics team, the candidate will develop software for a distributed portable medical diagnostics system: Provide architecture and design for the overall application according to the requirements Inspire our users with a beautiful and intuitive UI/UX design Develop new features and functionality in collaboration with team members Maintain best practices relating to design, implementation, documentation, testing, and deployment. Ensure an easy-to-read and robust code base and good test coverage. Monitor and optimize code performance Provide integration with external services Provide technical leadership Assess current development processes and recommend changes as needed Our ideal candidate: Minimum 2 years’ experience working in a team with a modern web stack (Node.js, Django, Rails, React, etc.) building high-performance web applications Proficient in modern JavaScript (especially promises), Python, Ruby/Ruby on Rails Passion for front-end engineering and design Desire to push our stack forward. Currently, we use Angular, Redux, and React, GraphQL on the front end, Node.js, Postgres and Rabbitmq on the back end Deep knowledge of the building blocks of the web: HTTP, headers, cookies, caching Knowledge and experience using dev ops (continuous integration: Maven, Jenkins, Git) Open, objective, opinionated. Having technology preferences but happy to use frameworks and tools that get the job done efficiently and with scale in mind Nice to have skills and experience: Interest in personalised medicine, biology, laboratory science Experience with machine learning and image processing Passion for making in your spare time: electronics, robots, art, bikes, cars, anything! Experience with Android or iOS development Experience working with a quality system in a regulated industry ',\n", + " '[\"Self-Motivation\", \"Leadership\", \"Decisiveness\", \"Collaboration\", \"Professionalism\", \"Problem Solving\", \"Integration\"]',\n", + " '[\"Web Applications\", \"Tooling\", \"Jenkins\", \"Nice (Unix Utility)\", \"Clinical Laboratory Science\", \"Computer Science\", \"Life Sciences\", \"High Performance Computing\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Industrialization\", \"Scholastic READ 180\", \"Scale (Map)\", \"Ruby (Programming Language)\", \"Android (Operating System)\", \"Python (Programming Language)\", \"Node.js\", \"Maintainability\", \"GraphQL\", \"IOS Development\", \"Quality Management Systems\", \"Software Engineering\", \"React.js\", \"Django (Web Framework)\", \"Threading Building Blocks\", \"Machine Learning Methods\", \"Front-End Engineering\", \"Image Processing\", \"RabbitMQ\", \"Product Quality (QA/QC)\", \"React Redux\", \"Apache Maven\", \"Electronics\", \"Biology\", \"JavaScript (Programming Language)\", \"Robotics\", \"Ruby On Rails\", \"Front End (Software Engineering)\", \"Back End (Software Engineering)\", \"Http Headers\", \"Software Development\", \"Service Provider\", \"Diagnostic Medical Sonography\", \"Git Flow\", \"Documentation Based Coding\", \"Process Driven Development\"]',\n", + " \"['English', 'Portuguese', 'Panjabi', 'Chechen']\"],\n", + " ['57',\n", + " 'embedded c++ software engineer',\n", + " 'Argovia',\n", + " '',\n", + " '',\n", + " '[[-1.28433421e-01 2.83800691e-01 6.33915722e-01 -1.78634495e-01\\n5.39020002e-01 -3.36250365e-01 6.18693605e-02 3.50471020e-01\\n-7.10186884e-02 -3.54706466e-01 -1.74907476e-01 -2.11526304e-01\\n-9.95143130e-02 4.14948240e-02 1.44126892e-01 3.07880491e-01\\n2.99018383e-01 8.96476954e-02 -1.44576609e-01 3.54188442e-01\\n2.68983066e-01 -1.06261246e-01 1.31449848e-01 6.80427611e-01\\n3.26738596e-01 4.70369793e-02 -4.60847206e-02 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currently looking on behalf of one of our important clients for an Embedded C++ Software Engineer. This role is permanent position based in Aargau Canton. Your role: Concept, design & develop multitasking real-time / embedded software with C ++ 11 under QNX. Help shape the architecture, specification & implementation of embedded software for a future generations of Laser Tracker systems. Design & implementation unit & system tests. Create development & troubleshooting tools. Collaborate in agile SW development process with various interdisciplinary teams & cooperate closely also with application testers. Your Skills: Strong knowledge in the development of embedded software with C ++ in real-time applications. Experienced with modern real-time operating systems (QNX, RT Linux etc.). Ideally experienced in planning & implementing software tests (unit, integration & system tests). Knowledge of current design methods (design patterns, UML, TDD, etc.) is desirable. Skills & experience in Python is considered advantageous. Your Profile: Completed University Degree in Electrical Engineering or Computer Science. Dynamic, up for big challenges & comfortable in high-tech environments. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format to sem@helvetica-partners.com You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " '[\"Positivity\", \"Cooperation\", \"Planning\", \"Multitasking\", \"Integration\", \"Troubleshooting (Problem Solving)\"]',\n", + " '[\"Real Time Data\", \"Test-Driven Development (TDD)\", \"Agility\", \"Real-Time Application Interface (RTAI)\", \"Unit Testing\", \"Computer Science\", \"UML Tool\", \"Collaboration Tools\", \"Distributed Design Patterns\", \"Embedded C++\", \"QNX (Software)\", \"Web Design Concepts\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Linux\", \"High Tech Manufacturing\", \"Idealization\", \"Software Engineering\", \"Operating Systems\", \"Design Methods\", \"C (Programming Language)\", \"Electrical Engineering\", \"Laser Tracker\", \"Receivables\", \"Systems Design\", \"Software Testing\", \"Embedded Software\", \"Real-Time Operating Systems\", \"System Testing\", \"Process Driven Development\"]',\n", + " \"['English', 'Nyanja', 'Latvian']\"],\n", + " ['75',\n", + " 'big data analytics consultant (m/f)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-3.24657977e-01 2.66480863e-01 4.03708637e-01 5.52951731e-02\\n4.74771887e-01 -1.88399032e-01 -5.48370555e-02 2.70024627e-01\\n-1.03801742e-01 -2.47027114e-01 -6.18684962e-02 -2.31567279e-01\\n-2.09308133e-01 -4.63474020e-02 1.93037182e-01 4.56488281e-01\\n1.97904155e-01 5.74505627e-02 -2.20258549e-01 3.89666051e-01\\n1.63357392e-01 1.68488510e-02 -5.21437824e-02 6.25772059e-01\\n3.44795674e-01 7.12243170e-02 -5.07170185e-02 1.14482321e-01\\n-3.25625151e-01 -2.13749915e-01 3.71888340e-01 1.21615261e-01\\n-1.33393362e-01 -3.26863378e-01 5.64361028e-02 1.36270598e-01\\n-1.32316202e-01 2.17972212e-02 1.11082233e-01 1.48086190e-01\\n-4.13106233e-01 -3.52661520e-01 -2.38295645e-02 4.10655774e-02\\n-2.46083573e-01 -2.19602853e-01 8.51807073e-02 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implement business applications leveraging the cluster resources Your skills: - Minimum of 2 years of Big Data experience and minimum of 3 years of programming experience - Must have a University Degree in Computer Science or Statistics / Mathematical Engineering - Experienced in collecting, tracking and documenting business requirements - Experienced in problem parallelization is a plus - Experienced in data analytics, modelling, mining - Experienced concurrent algorithm design - Experienced in applying supervised and unsupervised machine learning methods - Familiarity with Storage and Network Design for Big Data Analytics Clusters a plus - Background and familiarity with IT infrastructure methodologies, processes, and practices including ITSM and ITIL is a plus Your tools: - Know-how of Python, R, Java, C++ and shell scripting - Know-how of any of the tools matplotlib, pandas, numpy, MongoDB, Hive, ElasticSearch, Cassandra, RapidMiner, OpenMPI, Tableau, Qlik is a plus Benötigte Skills ITIL Python Machine Learning JAVA C++ Shell-Scripts',\n", + " '[\"Supervision\"]',\n", + " '[\"Tableau (Business Intelligence Software)\", \"Tooling\", \"Matplotlib\", \"Apache Cassandra\", \"Advising\", \"Programming (Music)\", \"Shell Script\", \"RapidMiner\", \"Computer Science\", \"Analytics\", \"Collections\", \"Prediction\", \"Machine Learning\", \"Mathematical Statistics\", \"Network Security Design\", \"IT Infrastructure\", \"NumPy\", \"Python (Programming Language)\", \"Maintainability\", \"MongoDB\", \"Tracking (Commercial Airline Flight)\", \"Executable\", \"Statistical Modeling\", \"Machine Learning Methods\", \"Business Requirements\", \"Storages\", \"Apache Hive\", \"R (Programming Language)\", \"Big Data\", \"Resourcing\", \"Algorithm Design\", \"Java (Programming Language)\", \"Pandas (Python Package)\", \"Elasticsearch\"]',\n", + " \"['English']\"],\n", + " ['55',\n", + " 'software engineer – infrastructure',\n", + " 'Lugano',\n", + " '',\n", + " '',\n", + " 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-1.08718514e-01\\n-1.91801056e-01 3.90092880e-01 -6.51417673e-02 1.82144478e-01\\n-1.73569724e-01 3.82095128e-01 1.23801269e-01 1.74502939e-01\\n1.27364665e-01 6.34968802e-02 -5.40365130e-02 -2.22627968e-01\\n-2.57311881e-01 -4.27096128e-01 1.71497643e-01 2.96526961e-02\\n1.64752096e-01 -3.71100157e-01 -1.09345570e-01 1.18856607e-02\\n-1.66199088e-01 -3.77908051e-01 -2.34627366e-01 1.25755101e-01]]',\n", + " 'Lugano, Switzerland / Austin, TX Full Time Description Implement internal machine learning software infrastructure Integrate existing open-source tools in order to facilitate ML research Interface our proprietary platform with large data sets and customer platforms Contribute to the our proprietary code base Minimum Qualifications Masters in computer science 2 years in the industry, experience with IT systems Experience with parallel computing architectures “DevOps” Command of C/C++ and Python Knowledge of Unix environment, GNU/Linux Engineering mindset Large data management skills Fluent in written and spoken English Plusses Theoretical knowledge of machine learning methods (deep learning, reinforcement learning, evolutionary computation) Experience of machine learning frameworks (TensorFlow, PyTorch) Experience with containers and orchestration (Docker, Kubernetes, OpenStack) Experience with cluster environments (e.g. SGE, Condor) Experience with GPU programming (Cuda, OpenCL, Metal) Contact E-mail: jobs@nnaisense.com start subject with: [infrastructure engineer] submit both your cover letter and resume in English, PDF format',\n", + " '[\"Research\", \"Infrastructure\", \"Integration\"]',\n", + " '[\"Kubernetes\", \"Tooling\", \"Graphics Processing Unit (GPU)\", \"Programming (Music)\", \"Computer Science\", \"Data Management\", \"Machine Learning\", \"Nvidia CUDA\", \"OpenStack\", \"Industrialization\", \"Component Object Model (COM)\", \"Association Rule Learning\", \"E (Programming Language)\", \"OpenCL\", \"Minimum Data Set\", \"Machine Learning Methods\", \"Open Source Technology\", \"IText (Free PDF Software)\", \"Docker (Software)\", \"Condor\", \"C (Programming Language)\", \"Metallization\", \"TensorFlow\", \"Deep Learning\", \"Parallel Computing\", \"Clinical Data Management\", \"SliTaz GNU/Linux\", \"PyTorch (Machine Learning Library)\", \"Unix\", \"Documentation Based Coding\"]',\n", + " \"['English']\"],\n", + " ['75',\n", + " 'big data engineer (m/w)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.96860814e-01 3.44887048e-01 4.18311268e-01 6.42987788e-02\\n5.49855947e-01 -1.60632238e-01 -7.60548115e-02 2.33741805e-01\\n3.85293690e-03 -3.85250986e-01 -1.00991771e-01 -2.73914307e-01\\n-8.60051885e-02 5.60852103e-02 1.23740666e-01 4.40712243e-01\\n2.10842565e-01 6.70473510e-03 -7.52684474e-02 3.78748119e-01\\n4.04198393e-02 -1.20572872e-01 -2.10955739e-02 6.54336214e-01\\n3.27865958e-01 -4.52837832e-02 -1.05593726e-01 3.76893021e-02\\n-2.93820888e-01 -1.94786966e-01 3.50330234e-01 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Analytics) field A key position as Big Data Ingenieur, where you are designing and building an analytics platform using state of the art Big Data technologies and provide services to enable Data Scientists to build advanced analytics models You are taking an active part of our transformation into a more data and analytical insights driven bank Within the highly motivated team, you collaborate closely with business teams to understand data and functional requirements You design and build data pipelines to ingest, integrate, standardize, clean and publish data You are responsible for defining and crafting integration patterns with downstream applications You provide input into overall IT architecture of the solution, including technical environment configuration, data modelling, data integration, data presentation, information security and other IT architecture related topics You support Data Scientist in their day-to-day work on a variety of topics, including tools and data analysis methods You operationalize analytical models developed by the Data Scientists to embed them into the bank’s business processes Your profile: A university degree or equivalent education in IT or another technical specialization, ideally with focus on Data Management You have proven work experience of at least two years as a Data Engineer using Big Data technologies Experience with Hadoop based analytical solutions, ideally on Cloudera distribution, as well as practical skills in creating data processing pipelines using Spark, Scala, Python or similar tools Good knowledge of SQL, Hive and Impala databases Ideally experience with Jupyter Notebook, Hue, other end user tools If you already had experience with Tableau, Splunk or an agile work environment you have an advantage You are able to work in a dynamic environment, be comfortable with changing priorities and tight deadlines, manage you own workload with minimum supervision You build strong collaborative relationships with colleagues in IT and business groups Excellent verbal and written communication skills in English and German Benötigte Skills Scala Python Python Englisch Security Datawarehouse',\n", + " '[\"Collaboration\", \"Management\", \"Supervision\", \"Team Motivation\", \"Integration\", \"Positivity\", \"Written Communication\"]',\n", + " '[\"Information Presentation Facility\", \"Python Server Pages\", \"Tableau (Business Intelligence Software)\", \"Tooling\", \"Agility\", \"Analytics\", \"Data Management\", \"Data Modeling\", \"Data Engineering\", \"Scala (Programming Language)\", \"Activism\", \"Apex Data Loader\", \"Functional Requirement\", \"Information Security Management\", \"Jupyter Notebook\", \"Data Pipeline\", \"Idealization\", \"Splunk\", \"Hostile Work Environment\", \"Pipelining\", \"Operationalization\", \"Business Process\", \"Apache Hive\", \"Electronic Data Processing\", \"Big Data\", \"Survey Data Analysis\", \"Transformation (Genetics)\", \"Service Provider\", \"Banking\", \"Amazon Data Pipeline\", \"SQL (Programming Language)\", \"Data Analysis\"]',\n", + " \"['English', 'Icelandic', 'Sardinian', 'Swedish', 'Bambara']\"],\n", + " ['44',\n", + " 'software engineer',\n", + " 'Zug',\n", + " '',\n", + " '',\n", + " '[[-3.12801331e-01 3.16512048e-01 4.18633461e-01 -7.91569278e-02\\n5.23473918e-01 -2.02009022e-01 1.43224448e-02 3.96541834e-01\\n-2.95258015e-02 -3.80351514e-01 -1.71148345e-01 -2.60764986e-01\\n-1.86775640e-01 3.46598998e-02 2.29364529e-01 4.35211420e-01\\n2.13361993e-01 7.31811300e-02 -2.71519899e-01 3.62178653e-01\\n6.76888525e-02 -9.00769681e-02 3.08419261e-02 7.49629259e-01\\n3.51514131e-01 1.39445933e-02 7.99249671e-03 -1.12452928e-03\\n-3.08921933e-01 -2.86021382e-01 2.84034193e-01 -1.54524837e-02\\n-1.17725946e-01 -3.36671174e-01 1.80350006e-01 3.94491404e-02\\n-1.42310113e-01 -6.50811344e-02 -2.96018068e-02 1.36475191e-01\\n-4.86237645e-01 -2.83786476e-01 2.09684446e-01 8.14381912e-02\\n-7.68273175e-02 -3.60551596e-01 1.40205085e-01 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-5.71299553e-01 3.52944851e-01 -1.24262683e-01\\n-1.58385515e-01 1.21032149e-01 3.36867213e-01 1.86535716e-01\\n-2.29159430e-01 9.08462738e-04 4.92382459e-02 1.94130823e-01\\n1.63496256e-01 3.55838865e-01 -3.36899340e-01 -2.02272743e-01\\n-1.60276696e-01 2.56040275e-01 -1.89696684e-01 2.15142649e-02\\n-9.00366232e-02 4.16060656e-01 2.68871486e-02 9.36951786e-02\\n3.94507438e-01 -4.32611518e-02 -1.73853770e-01 -2.69220442e-01\\n-1.61375061e-01 -2.79768169e-01 5.43620624e-02 -1.25683665e-01\\n2.65155464e-01 -3.70299548e-01 -8.55093896e-02 -1.29202113e-01\\n-5.75658605e-02 -3.69844526e-01 -1.52958527e-01 4.67682397e-03]]',\n", + " 'We are looking for young, enthusiastic and talented Software Engineer In this position you will be responsible for embedded software development in C++ and other programming languages. You will develop software under different operating systems using provided Application Programming Interfaces (APIs). In dynamic, multicultural environment of our company, you will be part of a team working on projects in the area of Telecommunications, Wireless, Networked Entertainment and Multimedia. In cooperation with leading European companies, you will be developing cutting-edge technology products. Exciting, challenging tasks are waiting for you! As a successful candidate for this position you must be able to demonstrate the following qualifications: 2+ years of experience in software development Strong knowledge of object-oriented (OO) design principles Extensive programming experience in C++ and multi-threading environments Basic computer engineering knowledge (processor and memory organization, stack, calling conventions, interrupt handling, etc.) Good written and verbal communication skills in English Good analytical and problem-solving skills Any of the following qualifications will be a plus: Experience with real-time operating systems (RTOS) and Linux Software design and development process using UML Understanding of embedded software development principles Hands-on experience with hardware debuggers and device-level programming Practical knowledge of MS VS, GCC, STL, Perl, CVS/Subversion, ADS (RealView), Socket API Familiarity with the ARM architecture and assembler Software analysis, review and re-factoring skills We offer: Exciting carrier and professional opportunities in a dynamically developing company with Swiss quality standards and stability Enjoyable working atmosphere in our engineering offices, conveniently located in 5-minute walking distance from Zug railway station. If you are interested in this position, please, send your resume at jobs@epscom.net We are looking forward to your application!',\n", + " '[\"Verbal Communication Skills\", \"Cooperation\", \"Professionalism\", \"Problem Solving\", \"Positivity\"]',\n", + " '[\"KM Programming Language\", \"Programming (Music)\", \"UML Tool\", \"Analytics\", \"Perl (Programming Language)\", \"C++ (Programming Language)\", \"Linux\", \"Agile Edge Technologies\", \"Process Driven Development\", \"Software Engineering\", \"ARM Architecture\", \"Operating Systems\", \"Multimedia\", \"AD Model Builder (ADMB)\", \"Standard Template Library (STL)\", \"Object-Oriented Design\", \"Wireless Telecommunications\", \"Software Design\", \"Computer Engineering\", \"Wireless Networks\", \"Software Development\", \"Software Business Analysis\", \"Application Programming Interface (API)\", \"Embedded Software\", \"Apache Subversion\", \"Real-Time Operating Systems\", \"Interrupt Handling\", \"Threading (Manufacturing)\"]',\n", + " \"['English', 'Dhivehi', 'Occitan', 'Ossetic']\"],\n", + " ['16',\n", + " 'software engineer application framework 80-100%',\n", + " 'Zürich',\n", + " 'Enterprise Software & Network Solutions',\n", + " 'www.avaloq.com',\n", + " '[[-1.38273299e-01 2.87755728e-01 5.54463685e-01 -7.89426081e-03\\n5.55581212e-01 -1.15915179e-01 6.84729442e-02 3.51902515e-01\\n-1.10367537e-02 -3.52897584e-01 -4.75258008e-02 -1.86945513e-01\\n-1.89395808e-02 2.88173333e-02 1.01893395e-01 3.15285981e-01\\n2.32014522e-01 1.36371285e-01 -1.30550429e-01 2.88902909e-01\\n1.48151129e-01 -2.29120925e-02 2.24251106e-01 7.00022876e-01\\n4.82816964e-01 3.70246209e-02 -6.05696291e-02 -2.93427296e-02\\n-2.86100626e-01 -2.58671373e-01 5.16586721e-01 8.64480212e-02\\n-1.28873259e-01 -3.64261597e-01 2.68727187e-02 -1.10842856e-02\\n-3.46311390e-01 -1.30607516e-01 -9.63586271e-02 1.73514932e-01\\n-3.64723295e-01 -1.67548582e-01 -1.23065434e-01 4.77714837e-02\\n-2.59312600e-01 -3.72619420e-01 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Together. Avaloq is a value-driven fast-paced fintech company and we are committed to develop the banking technology of tomorrow. Leading banks and wealth managers in all major financial centres rely on our software and services, and this unique community grows every day. Your team Application Framework - The Application Framework Team is mainly responsible for the software framework used in the Avaloq Banking Suite (ABS) for the management of static data and technical business process execution. We enhance and maintain the frameworks and tools that enable other teams to create and process their business specific logic. The application framework team works on the central core of the ABS. Our frameworks process several millions of transactions (e.g. payments) each day and maintain all the static data of our customers. Your mission Drive the future architecture of Avaloq’s search engine Drive and enhance the core frameworks of Avaloq’s current and future products Understand the architectural big picture, support and consult our stakeholders – customers as well as internal business teams Constant self-development What you need University degree in Computer Science (ETH/University) or equivalent experience Solid understanding of modern software engineering principles and design patterns Strong analytical, abstract thinking and problem-solving skills Understanding of relational databases Strong communication abilities and customer-centric Proficient English language skills You will get extra points for the following Experience in PL/SQL and Java/JEE Basic understanding of framework development Understanding of agile methodologies Now let’s talk about perks and compensation With our compensation model, we want to share the success of the company with all our employees. We offer competitive base salaries and if you prove yourself as a super-star, you might be entitled to an extraordinary achievement reward. Place of work Zürich Don’t be shy – apply! Avaloq Evolution AG Alina Tauscher, Talent Acquisition Professional Allmendstrasse 140 - 8027 Zürich - Switzerland www.avaloq.com/en/open-positions Please only apply online. Note to Agencies: All unsolicited résumés will be considered direct applicants and no referral fee will be acknowledged.',\n", + " '[\"Writing\", \"Professionalism\", \"Management\", \"Problem Solving\", \"Communications\", \"Positivity\", \"Consulting\"]',\n", + " '[\"PL/SQL\", \"Tooling\", \"Computer Science\", \"Search Engine Submission\", \"Analytics\", \"Application Frameworks\", \"Distributed Design Patterns\", \"Wealth Management\", \"Talent Acquisition\", \"Component Object Model (COM)\", \"Maintainability\", \"E (Programming Language)\", \"Executable\", \"Software Engineering\", \"Static Data\", \"Agile Methodology\", \"Business Process\", \"Eclipse Process Framework\", \"Library For WWW In Perl\", \"Banking\", \"Relational Databases\", \"SQL And Java (SQLJ)\", \"Software Modernization\", \"Abstractions\", \"EN 1993 Building Codes\", \"International Business\"]',\n", + " \"['English', 'Nuosu']\"],\n", + " ['14',\n", + " 'computer vision researcher/engineer',\n", + " 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You have extensive experience in Computer Vision with specialization in at least one of the following areas: Dense Mapping Design and implement advanced algorithms for reconstructing dense 3D models of large-scale indoor environments using depth sensors. 3D Scene Understanding Design and implement 3D scene segmentation algorithms based on depth, motion or texture data. Machine learning Detecting known objects and use priors to complete un-observed parts of the object. Your Qualifications:Expert knowledge in at least one area listed below: Fluent in C/C++ (programming and debugging) Experience working with OpenCV Knowledge of parallel computing, OpenCL, GPGPU is a plus Knowledge software optimization and embedded programming is a plus Your Education: MS in Computer Science or Electrical Engineering Ph.D. is preferred What we offer: Nice environment to deploy your enthusiasm for computer vision challenges and cutting-edge technologies Highly skilled team of researchers, scientists and engineers Flexible working hours Should you have any further questions, feel free to reach out to: hr@astrivis.com',\n", + " '[\"Research\", \"Enthusiasm\"]',\n", + " '[\"Nice (Unix Utility)\", \"Programming (Music)\", \"pH Meters\", \"Computer Science\", \"Texturing\", \"OpenCV\", \"Machine Learning\", \"Scale (Map)\", \"Computer Vision\", \"Component Object Model (COM)\", \"Knowledge Management Software\", \"Optimization Software\", \"Agile Edge Technologies\", \"OpenCL\", \"Embedding\", \"C (Programming Language)\", \"Electrical Engineering\", \"3D Modeling\", \"Parallel Computing\", \"Algorithms\", \"Mapping\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"Software Plus Services\", \"Debugging\"]',\n", + " \"['English', 'Chuvash', 'Georgian', 'Azerbaijani']\"],\n", + " ['75',\n", + " 'sw engineer (agile mainframe ) m/f',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-3.26636463e-01 2.10628957e-01 2.84465164e-01 6.37625158e-02\\n5.39467454e-01 -1.21392220e-01 1.15199395e-01 3.36812019e-01\\n-5.75976707e-02 -2.83170789e-01 -9.42050070e-02 -9.40503404e-02\\n-1.01417877e-01 1.34217784e-01 7.30456933e-02 3.74632955e-01\\n1.59113988e-01 9.21894833e-02 3.80891971e-02 3.94355148e-01\\n8.58565569e-02 -4.12746193e-03 -1.67904630e-01 5.46193182e-01\\n3.73073459e-01 9.93920341e-02 -1.68208197e-01 5.40298559e-02\\n-2.41515607e-01 -2.29340911e-01 2.32184663e-01 8.98251683e-02\\n-1.37367249e-01 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interpersonal skills; - Able to understand our partners’ requirements and quickly resolve any potential issue both in the project as well as in the productive environment; - Able to communicate to and influence stakeholders; - Work with teams to influence the way they work; - Experience working in an Agile environment; - Expert in the following core technologies: - Operating System: Mainframe-ZOS; - Languages: COBOL, JCL, SQL; - Database: DB2; - Tools: iDZ; - Automated Unit Testing such as xUnit, JUnit or zUnit. - User of /or would like to learn the following technologies: - Test automation tools such as Fitness, JBehave or RSpec; - Experience in specification by example; - Continuous Integration; - Java or other OO languages. Benötigte Skills JAVA SQL JCL',\n", + " '[\"Communications\"]',\n", + " '[\"Automation\", \"Tooling\", \"Agility\", \"Unit Testing\", \"Junit\", \"Continuous Integration\", \"Maintainability\", \"Test Automation\", \"Building Design\", \"DB2 SQL\", \"Operating Systems\", \"Xunit\", \"Job Control Language (JCL)\", \"SQL And Java (SQLJ)\", \"Jbehave\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Rspec\", \"COBOL (Programming Language)\"]',\n", + " \"['English', 'Zulu', 'Navaho', 'Limburgish', 'Malayalam']\"],\n", + " ['99',\n", + " 'software engineer',\n", + " 'Eysins',\n", + " 'Biotech & Pharmaceuticals',\n", + " 'www.quotientsciences.com',\n", + " '[[-1.67283162e-01 4.96382684e-01 4.73285615e-01 -3.95441093e-02\\n7.15354025e-01 -6.18053414e-02 5.90838194e-02 1.80678621e-01\\n-8.27328418e-04 -3.37114483e-01 -2.18784034e-01 -1.58189401e-01\\n1.52623206e-02 5.06034233e-02 2.28409559e-01 5.84479868e-01\\n2.51608580e-01 1.66614223e-02 -1.66437440e-02 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-2.88287520e-01\\n-1.39551595e-01 -3.97719026e-01 -2.17192456e-01 1.82976108e-02]]',\n", + " 'Quotient is recruiting for a Software Engineer to join the IT department team based in Eysins. The Software Engineer will define, develop, test, analyze and maintain manufacturing software applications in support of the achievement of business requirements. Participate actively in the implementation and support of Manufacturing information systems solutions Participate in the definition, development, and documentation of software’s business requirements, objectives, deliverables, and specifications in collaboration with internal users and departments and as per our project methodology Write, code, install and analyse software programs and applications throughout the full lifecycle of system implementation (from requirements/design through to deployment and support) Design, run and monitor software testing on new and existing programs for the purposes of correcting errors, isolating areas for improvement, and general debugging Develop interface of MES system to ERP, PLC and other 3rd party system Develop and execute software verification plans following quality assurance procedures Develop and maintain IT documentation, user manuals and guidelines as well as train key users to operate new or modified programs Provide support for Manufacturing Software applications (Incident management and problem resolution) and develop further the manufacturing systems support Knowledge base Ensure timely issue identification, resolution, and appropriate escalation Collaborate with suppliers, internal project and IT team, internal management, and customer project teams and management Research, advice and implement technologies for Digital Factory transformation (Industry 4.0) Qualifications Engineering Diploma (EPF/HES or equivalent) in Computer Science, Information Systems, Industrial Engineering or equivalent Minimum 2 years experience on a similar role Programming skills in NET; C# and SQL language and ability to quickly learn new software/applications Must be a team player and an effective communicator, to enable communication with a wide range of stakeholders and cultures Experience of Manufacturing Information systems (Manufacturing Execution Systems, labelling and Enterprise Resource planning) in the medical devices or pharma industry is a strong asset SLDC and validation experience of enterprise applications is considered an asset Ability to work under pressure, meet deadlines and respond flexibly Excellent spoken and written French. Good English required Videos To Watch',\n", + " '[\"Writing\", \"Research\", \"Collaboration\", \"Planning\", \"Management\", \"Communications\", \"Operations\", \"Quality Assurance\"]',\n", + " '[\"Development Testing\", \"Systems Implementations\", \"Enterprise Application Software\", \"Knowledge Base\", \"Industry 4.0\", \"Programming (Music)\", \"Computer Science\", \"Mobile Application Software\", \"System Support\", \"Industrialization\", \"Enterprise Resource Planning\", \"Activism\", \"Installation\", \"Maintainability\", \"Resource Planning\", \"Software Manufacturing\", \"Executable\", \"Software Engineering\", \"Simatic S5 PLC\", \"Business Requirements\", \"Medical Devices\", \"MFG/Pro (ERP)\", \"C# (Programming Language)\", \"Digitization\", \"Incident Management\", \"Systems Development\", \"Industrial Engineering\", \"Transformation (Genetics)\", \"Factorials\", \"Software Testing\", \"Manufacturing Execution System (MES)\", \"Debugging\", \"Information Systems\"]',\n", 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You will shape and implement products for our customers as well as our internal tooling. Together with your team, you are going to constantly improve existing features, reliability and scalability of our system. You take the opportunity to mentor your colleagues. REQUIREMENTS: – Experience with service oriented architecture and distributed systems – Experience with relational and document oriented Databases – Experience with Docker, Kubernetes on GCP and/or AWS – Fluency in Python, modern JavaScript and another language – Plus: Experience with React and/or developing SPAs – Bachelor or Master degree in Engineering field Benötigte Skills Python JavaScript Softwarearchitektur',\n", + " '[\"Reliability\"]',\n", + " '[\"Distributed File Systems\", \"Document-Oriented Databases\", \"Docker (Software)\", \"Tooling\", \"Google Cloud Platform (GCP)\", \"Kubernetes\", \"Python (Programming Language)\", \"Maintainability\", \"JavaScript (Programming Language)\", \"Scalability\", \"Service-Oriented Architecture\", \"Software Engineering\", \"React.js\"]',\n", + " \"['English', 'Nyanja']\"],\n", + " ['100',\n", + " 'machine learning software engineer',\n", + " 'Zürich',\n", + " 'Research & Development',\n", + " '',\n", + " '[[-3.22625816e-01 3.33112717e-01 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and 30,000+ corporations have trusted RepRisk for due diligence and risk management across their operations, business relationships, and investments. Learn more at www.reprisk.com and follow on Twitter: www.twitter.com/reprisk. Job Description As a Machine Learning Software Engineer you will be involved in all aspects of the machine learning application development process within RepRisk, including design, implementation and operation. The role will primarily involve development and maintenance of data processing and language analysis solutions, mainly written in Python. There will be frequent opportunities to work on a broad range of technologies from data processing and integration, machine learning and NLP, databases (SQL) to deployment and operation on a Unix environment. You will benefit from working with an experienced team that will offer support and the scope to greatly enhance your technical skills and knowledge and you will profit from an agile development ecosystem using state-of-the-art open-source technologies. We want someone who is keen to contribute ideas, thrives in a rapid development environment, and who can consistently bring innovative solutions to problems. The position reports to the Vice President of Operations Technology. Responsibilities Design, implement, deploy and maintain machine learning algorithms and infrastructure, from training to prediction Public RepRisk AG, October 2019 Create and maintain technical documentation Software testing and quality assurance Evaluate and identify new technologies Candidate Profile mathematics, statistics, or another relevant discipline with a strong foundation in quantiative methods, modeling, and machine learning/AI (or equivalent experience) Extracurricular projects and experiences that demonstrate your interest in data analysis/machine learning and/or software design and implementation Ability to manage large datasets and advanced experience in the corresponding software packages and programming languages (strong skills in Python and SQL are a requirement) Experience working with Docker, web servers and RESTful applications, as well as having familiarity with continuous integration and deployment (CI/CD). Knowledge of Django REST Framework is an advantage. Strong interest in real-world problems and analytical skills to come up with workable solutions A team player who loves to work in a highly diverse team and across functions and geographies You are reliable, curious, open-minded and goal oriented, while striving to deliver operational excellence and superior quality. What We Offer technology with respect to ESG risks in investments An entrepreneurial, international and young work environment A shared mission to drive accountability and responsible behavior of companies, thus creating positive change Long-term employment opportunity at a growing global company Please note that we consider only candidates with valid working permits or passport holders. Public RepRisk AG, October 2019',\n", + " '[\"Analytical Skills\", \"Business Operations\", \"Goal Oriented\", \"Infrastructure\", \"Accountability\", \"Operations\", \"Reliability\", \"Integration\", \"Innovation\", \"Quality Assurance\", \"Positivity\"]',\n", + " '[\"Application Development\", \"Web Servers\", \"Managing Large Accounts\", \"KM Programming Language\", \"Hyper SQL Database (HSQLDB)\", \"Development Environment\", \"Prediction\", \"Machine Learning\", \"Continuous Integration\", \"Mathematical Statistics\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Business Relationship Management\", \"Maintainability\", \"Dataset\", \"Hostile Work Environment\", \"Software Engineering\", \"Investments\", \"Django (Web Framework)\", \"Machine Learning Methods\", \"Open Source Technology\", \"Data Science\", \"Risk Management\", \"Docker (Software)\", \"Library For WWW In Perl\", \"Machine Learning Algorithms\", \"Due Diligence\", \"Human Intelligence\", \"Electronic Data Processing\", \"Operational Excellence\", \"Technical Documentation\", \"Agile Product Development\", \"Information Technology Operations\", \"Software Design\", \"Software Testing\", \"Algorithms\", \"Unix\", \"Job Descriptions\", \"Long-Term Potentiation\", \"SQL (Programming Language)\", \"Data Analysis\"]',\n", + " \"['English', 'Cree', 'Xhosa', 'Southern Sotho', 'Wolof']\"],\n", + " ['66',\n", + " 'sr. software engineer (jee)',\n", + " 'Sursee',\n", + " 'Computer Hardware & Software',\n", + " '',\n", + " '[[-3.59140545e-01 2.14985952e-01 3.99593562e-01 7.47437701e-02\\n5.97911000e-01 -2.91271418e-01 -1.53353848e-02 2.72424370e-01\\n8.65566544e-03 -3.56101155e-01 1.00290766e-02 -2.18779534e-01\\n-2.08245158e-01 1.02874584e-01 2.83053696e-01 4.66352105e-01\\n2.49129981e-01 1.74954772e-01 -2.08015949e-01 4.80245262e-01\\n1.06187262e-01 -1.34192914e-01 -3.24562639e-02 7.48353422e-01\\n2.94979960e-01 -1.74370455e-03 -1.74593985e-01 -1.98903382e-01\\n-4.08579350e-01 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& exciting technologies in the IT industry? Come join us at Ishi Systems. At Ishi, we have built an enduring platform for innovation that pursues excellence to create products, systems and solutions that delight our customers and exceed their expectations. Our engineers solve a variety of complex and challenging business problems with cutting edge technology. We actively explore new and emerging technologies in Big Data No-SQL databases, Middleware Messaging platforms, High Availability Architectures, Advanced Analytics, Machine Learning, and contemporary web and mobile user interface frameworks. Do you take pride in writing quality code and building software that is reliable, testable and maintainable? Do you thrive on creating simple and elegant solutions to complex problems? Are you ready to compete head-to-head with some of the top and most fast-paced and innovative organizations in the industry? Mandatory Skills and Experience 5+ years of experience in application development including analysis, design, coding and implementation of large scale enterprise systems Strong Java language skills – core and advanced Extensive OO knowledge, including design patterns Experience in one or more frameworks such as Spring, Hibernate, JBPM, Drools, Quartz, etc Experience with relational databases and solid SQL skills Solid experience with Unix/Linux, including basic shell scripting Strong communication skills and ability to interface with customers Desired Skills and Experience Experience on user interface frameworks and technologies such as AngularJS, Play, JSF, JQuery, JavaScript, etc. Experience with messaging platforms such as RabbitMQ, HornetQ, Kafka, ActiveMQ Experience developing RESTful services and APIs Experience in No-SQL databases such as MongoDB, Hadoop HBase, Couchbase, etc Experience in application server clustering, performance tuning and scalability design Experience working in agile environments using Scrum, Continuous Integration and TDD/BDD practices Additional languages such as Scala, Clojure, Golang, Python, R',\n", + " '[\"Verbal Communication Skills\", \"Complex Problem Solving\", \"Writing\", \"Reliability\", \"Innovation\"]',\n", + " '[\"Application Development\", \"Test-Driven Development (TDD)\", \"Agility\", \"Hyper SQL Database (HSQLDB)\", \"High Availability Clusters\", \"Shell Script\", \"Analytics\", \"Middleware\", \"Distributed Design Patterns\", \"Continuous Integration\", \"Industrialization\", \"Scale (Map)\", \"Hibernate (Java)\", \"Scala (Programming Language)\", \"Activism\", \"Metal Building Software\", \"Python (Programming Language)\", \"Linux\", \"Maintainability\", \"Drools\", \"Agile Edge Technologies\", \"Application Servers\", \"MongoDB\", \"Scrum (Software Development)\", \"Hornetq\", \"Mobility\", \"Machine Learning Methods\", \"Quartz (Graphics Layer)\", \"RabbitMQ\", \"Clojure\", \"JQuery\", \"Testability\", \"Enterprise Planning Systems\", \"R (Programming Language)\", \"JavaScript (Programming Language)\", \"Apache ActiveMQ\", \"Scalability\", \"Production Systems\", \"Big Data\", \"User Experience Design (UX)\", \"Design Codes\", \"Performance Tuning\", \"Relational Databases\", \"Language Experience Approach\", \"Apache HBase\", \"Additives\", \"Unix\", \"Emerging Technologies\", \"SQL (Programming Language)\", \"User Interface\", \"JSF 2\", \"Java Scripting Languages\"]',\n", + " \"['English', 'Lao', 'Nyanja', 'Kurdish']\"],\n", + " ['51',\n", + " 'product manager - ai and data products',\n", + " 'Lausanne',\n", + " 'Publishing',\n", + " 'www.frontiersin.org',\n", + " '[[-4.01236355e-01 2.87015855e-01 4.39394355e-01 9.88470763e-02\\n4.76421744e-01 -8.49938244e-02 8.12596306e-02 1.96090937e-01\\n-5.44392057e-02 -3.98882926e-01 -1.43993914e-01 -1.83753029e-01\\n-1.58108938e-02 6.74094260e-02 7.12079853e-02 4.88142818e-01\\n3.37462604e-01 5.71313240e-02 -1.51247784e-01 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In this position, you will take responsibility for one of our data and AI driven products. We seek an enthusiastic team player with great initiative and a get-it-done attitude. You must be able to handle a fast-paced work environment while juggling several different tasks at the same time. You also must have an eye for detail and high standards, with highly developed critical thinking, interpretive and analytical skills, and the ability to communicate product vision across multiple cross-functional teams. Key responsibilities Drive your products within the agile development teams, specifying business requirements, prioritizing user stories, supporting development, setting KPIs, proactively approaching users and stakeholders, collecting feedback and acting on it; Work together with our Data Architecture teams to ensure data quality, consistency and traceability; Discover, define and drive implementation of new product features, or evolving existing ones through working with our Data Sciences and other internal stakeholders; Sette hypotheses, test assumptions and break down complex problems into small steps; Take responsibility for the user experience and collaborate with designers and users to create the most appropriate solutions of our users; Be an expert in your product field, including technologies, competitors, and usage model trends; Work on multiple products simultaneously in a fast-paced, dynamic, and energetic environment; Act as the spokesperson for your products and drive feature adoption. Requirements Minimum three years of working experience, either as a product manager or similar position, ideally with a focus on data products; Good understanding of data architecture in both structured and unstructured data sources; Good understanding of machine learning concepts in general, more specific recommendation algorithms; Good understanding of web technologies and APIs; Experience in defining technical specifications describing requirements for data transfer, transformation and storage, with attention to big data topics, Comfortable in working with machine lear Strong analytical skills and independent, entrepreneurial approach; Working language is English - solid communication skills in English, both written and verbal are an absolute must. Benefits 25 days' vacation per year and Christmas office closure; Participation into the company's annual bonus scheme; Access to the latest equipment and international working environment; Professional development opportunities; Plenty of social & fun benefits: Christmas party, summer barbecue, monthly happy hour; Fruits & snacks in the kitchen as well as much tea & coffee as you like; In-house well being activities including free weekly yoga; A huge variety of self-organized activities from ski trips and football to French club. How to apply Please submit your application in English. Applicants must be Swiss or EU citizen, or have a valid Swiss work permit.\",\n", + " '[\"Verbal Communication Skills\", \"Complex Problem Solving\", \"Analytical Skills\", \"Sourcing\", \"Energetic\", \"Collaboration\", \"Proactivity\", \"Communications\", \"Critical Thinking\", \"Socialization\", \"Prioritization\", \"Positivity\"]',\n", + " '[\"Data Architecture\", \"Production Management\", \"Data Quality\", \"Accessioning\", \"User Story\", \"Product Management\", \"Acting\", \"Collections\", \"Open Access\", \"Scheme (Programming Language)\", \"Activism\", \"Yoga\", \"Machining\", \"Idealization\", \"Development Support\", \"Hostile Work Environment\", \"Machine Learning Methods\", \"Unstructured Data\", \"Traceability\", \"Data Science\", \"Professional Development Programs\", \"Business Requirements\", \"Storages\", \"Acceptance and Commitment Therapy (ACT)\", \"Data Transformation Services\", \"Big Data\", \"Cross-Functional Team Leadership\", \"Transformation (Genetics)\", \"Data Transfer Object\", \"Statistical Hypothesis Testing\", \"User Experience\", \"Eyes\", \"New Product Development\", \"Agile Product Development\", \"Adoptions\"]',\n", + " \"['English', 'Nauru', 'Malay', 'Haitian']\"],\n", + " ['57',\n", + " 'software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.89102158e-01 3.22572649e-01 3.43682468e-01 6.86984956e-02\\n5.92749178e-01 -2.08659664e-01 3.58250663e-02 4.97129470e-01\\n-6.44638464e-02 -4.74946946e-01 4.08643410e-02 -1.71334594e-01\\n-4.37656716e-02 3.71621661e-02 9.63330939e-02 3.08770239e-01\\n3.27503592e-01 1.00457862e-01 -1.66354805e-01 3.98700297e-01\\n4.70567197e-02 -1.38178051e-01 7.65723884e-02 7.60696650e-01\\n3.29879165e-01 -9.28746983e-02 2.15136576e-02 1.48786148e-02\\n-2.31885239e-01 -2.16679290e-01 3.39705944e-01 -4.77201212e-03\\n-1.51294162e-02 -4.01163667e-01 1.43252000e-01 6.09085299e-02\\n-2.27890491e-01 -2.40199491e-02 -1.73015028e-01 1.97291002e-01\\n-4.95481133e-01 -2.22580418e-01 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You implement the GUI of an RFID card reader in C# and TypeScript; you design a scalable device management platform that runs on Azure and is implemented with Microservices or you port automated test cases to a new test robot for a security critical medical device. These are some example projects that are waiting for you at Greenliff. The ideal candidate is able to independently design, implement and test web applications and mobile apps. You are a great team player and you have firsthand experience working in an agile environment. Test before code, continuous integration and code reviews are some of the practices you consider a prerequisite for any successful development project. And you continuously look at new technologies, methods, and tools to improve software engineering best practices. Specifically, you possess some or all of the following: 3 years of working experience in object-oriented software development with C# or Java Experience with web development and/or experience in low-level software development Open personality and ability to work both independently and in a team Experience with Python and Linux a plus University degree in IT, computer science or similar Strong written and oral communication skills in German and/or English We offer: Challenging projects with cutting edge technologies Flexible working hours and 5 weeks of vacation Continuous education and growth A great work environment in a small and winning team Greenliff is a Digital Product Design Agency. Working at the intersection of strategy, design, and technology we create websites, mobile apps, IoT solutions or entire ecosystems. We lead organizations into their digital future and help them to reach their business goals and delight their customers. We look forward to your application Please apply directly online',\n", + " '[\"Verbal Communication Skills\"]',\n", + " '[\"Web Applications\", \"Test Case\", \"Tooling\", \"Object-Oriented Software Development\", \"Agility\", \"Computer Science\", \"Design Strategies\", \"Device Management\", \"Good Agricultural Practices\", \"Continuous Integration\", \"TypeScript\", \"Mobile App\", \"Python (Programming Language)\", \"Linux\", \"Digital Productions\", \"Agile Edge Technologies\", \"Test Automation\", \"Levelling\", \"Web Development\", \"Hostile Work Environment\", \"Microservices\", \"Software Engineering\", \"Design And Technology\", \"Medical Devices\", \"Product Design\", \"C# (Programming Language)\", \"Digitization\", \"Robotics\", \"Scalability\", \"Code Review\", \"Software Development\", \"Test Environment Management\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"Java (Programming Language)\", \"Web Testing\"]',\n", + " 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Minimum of 4 years of experience as project manager, BI analyst, data analyst or data scientist - Proficient with office software (Excel) and scripting languages (Bash, Python, R) - Experience in managing data projects and reporting complex relationships in data - Excellent German and English language skills - Thinks big, gets things done, has fun and loves working with a high impact team! Preferred Qualifications: - Affinity to E-Commerce, data processing technology and enterprise software - Experience in ETL software, data transformation pipelines and data warehousing Benötigte Skills Konzeptionell / Analytisch Bash Python Python R Englisch ETL E-commerce',\n", + " '[\"Collaboration\", \"Quality Assurance\", \"Sales\"]',\n", + " '[\"Automation\", \"Python Server Pages\", \"Enterprise Application Software\", \"Data Management\", \"Data Warehousing\", \"Post Processing\", \"Python (Programming Language)\", \"Customer Data Integration\", \"Data Transformation\", \"Extract Transform Load (ETL)\", \"Pipelining\", \"E-Commerce\", \"Office Management Software\", \"R (Programming Language)\", \"Bash (Scripting Language)\", \"Electronic Data Processing\", \"Independent Analyst Platform\", \"Adapter Scripting Language\", \"Suspicious Activity Report\", \"Amazon Data Pipeline\", \"Customer Requirements Analysis\"]',\n", + " \"['English']\"],\n", + " ['12',\n", + " 'life sciences automation software - pharmaceutical process engineer',\n", + " 'Bern',\n", + " '',\n", + " '',\n", + " '[[-1.35900736e-01 3.37008059e-01 3.87637317e-01 -7.05266744e-02\\n4.77110714e-01 -1.83392093e-02 -1.04695909e-01 2.08108395e-01\\n-7.68365413e-02 -3.44455898e-01 -7.66173601e-02 -1.98261082e-01\\n4.02548071e-03 8.75034928e-02 3.48262899e-02 4.17140365e-01\\n3.62359345e-01 7.67460316e-02 -1.52891204e-01 1.74007729e-01\\n1.21938467e-01 -2.49350797e-02 2.33157575e-01 5.84687054e-01\\n2.31848329e-01 -4.97772954e-02 -3.27665918e-02 9.58649218e-02\\n-1.06037609e-01 -1.89770162e-01 4.55964327e-01 -8.01572762e-03\\n-2.05779925e-01 -2.64053077e-01 2.58314073e-01 8.04430395e-02\\n-1.14821725e-01 4.18429822e-02 -7.01132864e-02 -6.00183532e-02\\n-5.29095411e-01 -1.17083527e-01 -1.73027039e-01 -6.08884320e-02\\n-3.54867399e-01 -2.75044411e-01 2.77083039e-01 -1.41936019e-01\\n5.44821247e-02 4.80018929e-03 -3.21774185e-01 2.96790034e-01\\n-2.87900627e-01 -7.91225955e-02 2.94244647e-01 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-1.65461212e-01 -1.08141162e-01 2.34560803e-01\\n7.09067732e-02 3.29635501e-01 -3.01170141e-01 -1.60320282e-01\\n-2.77844489e-01 1.29179731e-01 -1.37953997e-01 1.08538315e-01\\n4.55515571e-02 2.81522810e-01 7.35567696e-03 2.25403517e-01\\n2.31338650e-01 -1.94068640e-01 -2.12201595e-01 -2.88739264e-01\\n-1.87573195e-01 1.53266974e-02 9.75074545e-02 -1.87262744e-01\\n3.24655086e-01 -2.59338081e-01 -1.57099605e-01 -1.37268424e-01\\n-1.32700861e-01 -3.39882255e-01 7.54081011e-02 5.77072576e-02]]',\n", + " 'For our Business Unit Automation within the division Life Sciences we are looking for a Pharmaceutical Process Engineer. Job description You will execute projects in the pharmaceutical industry and will take responsibility for engineering and construction of industrial process installations (e.g. CIP, SIP, formulation installations, water treatment systems, etc.). In this position, you will be responsible for: Working out process engineering solutions for and together with our customers in the pharmaceutical industry. Setting-up and delivering project related engineering documents for the different project phases. From conceptual design until construction and commissioning. For example: User requirement specifications Process and design concept Utility and process flow diagrams P&IDs Equipment specifications and datasheets Equipment lists Instrument lists Line lists Process & controls descriptions Start-up and commissioning documentation HAZOP/Risk analysis documentation Process related calculations (dimensioning, capacities, safety valves, etc.) Set-up bid calculations As part of the team, you will work together with the process engineering team members, as well as with related teams such as software, E&I, etc. to elaborate solutions, based on predefined budget and planning. You will follow-up the subcontractors’ performance and documentation. During start-up, you take care of the correct implementation, according to the applicable standards (e.g. cGMP’s) and proposed design. You make sure the content and quality of the design documents is according Agidens standards. You maintain permanent contact with the customer, the senior process engineer, the project leader and the implementation team of subcontractors. Conditions You obtained a bachelor’s degree or master’s degree in engineering or you have equivalent expertise by experience. You are fascinated by the process industry. You have experience with clean piping engineering (design, specs, installation, start-up). You are acquainted with applicable cGMP requirements and guidelines within the pharmaceutical industry. You are analytical, have a hands-on mentality and are a good communicator. You have strong organizational skills and are able to work on different projects simultaneously. You work independently, but also act as a team player within a multi-disciplinary team. You are flexible and willing to work on projects at our customers sites. You have a thorough knowledge of MS Office, (MS Project is an added value). Fluent spoken and written German is a must and profound English skills a desirable plus (French is an added value). You have a drivers licence B. Preferably, you have 2 – 3 years of relevant experience within the pharmaceutical industry. Proposal The possibility to team up with passionate, technology-driven people An environment where you can give free rein to your creativity within a well-defined framework and where intrapreneurship is encouraged A learning environment and potential for career development A culture of respect, flexibility and participative management ',\n", + " '[\"Intrapreneurship\", \"Construction\", \"Planning\", \"Management\", \"Communications\", \"Organizational Skills\", \"Creativity\"]',\n", + " '[\"Automation\", \"Software Design Documents\", \"Value-Added Services\", \"Life Sciences\", \"Conceptual Design\", \"Commissioning\", \"Analytics\", \"Industrialization\", \"Processing Industry\", \"Requirements Specifications\", \"Valves (Piping)\", \"Strategic Business Unit\", \"Calculations\", \"Installation\", \"Web Design Concepts\", \"Industrial Processes\", \"Maintainability\", \"Business Process Automation\", \"E (Programming Language)\", \"Instrumentation\", \"Executable\", \"Datasheets\", \"Process Flow Diagrams\", \"Risk Analysis\", \"Senior TeleCommunications Engineer\", \"Water Treatment\", \"Budgeting\", \"Document Processing\", \"Project-Based Solutions\", \"Document Engineering\", \"CIP System (Stereochemistry)\", \"Civil Engineering Design\", \"Pharmaceuticals\", \"Bidding\", \"Career Development\", \"Dimensioning\", \"Job Descriptions\", \"Process Engineering\", \"B (Programming Language)\", \"Acceptance and Commitment Therapy (ACT)\", \"Controllability\"]',\n", + " \"['English', 'Icelandic', 'Norwegian Bokmål']\"],\n", + " ['34',\n", + " 'data engineer- integration specialist',\n", + " 'Zürich',\n", + " 'Staffing & Outsourcing',\n", + " 'www.darwinrecruitment.com',\n", + " '[[-1.71152711e-01 2.59077072e-01 4.16388363e-01 -7.69490823e-02\\n3.07703286e-01 -1.53559878e-01 -7.82030821e-02 6.06545568e-01\\n-9.96811464e-02 -4.49849963e-01 -3.70184891e-02 -3.95281672e-01\\n2.18868678e-04 2.68662870e-01 1.05228372e-01 3.60706151e-01\\n9.42237824e-02 1.36238515e-01 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At the moment my client needs to bring a highly skilled Data engineer to join on a permanent basis. In regards to the team you will be joining, they have around 80 members of staff spread across two office locations in Switzerland, you will be joining a team of around 20 skilled Data Scientists and Engineers. Your daily tasks will include: Maintaining and extending the data lake and data pipelines Supporting the teams with your data engineering expertise Sharing your know-how and learning from others, mainly by pairing and reviewing each other's code They are looking for you to have experience with technologies such as; Python- at a high level of experience Hands-on experience of AWS (CloudFormation, IAM, Lambda, SNS, SQS, ECS) Exposure to AWS data services (S3, Glue, EMR, Athena, Kinesis) Understanding of ETL pipelines Fluent English is required for this role and any German is seen as a plus This is a great opportunity to get into an extremely exciting company who are really looking to build a successful team. If you would be interested in learning more please apply and I will contact you as soon as possible.\",\n", + " '[\"\"]',\n", + " '[\"AWS Kinesis\", \"AWS Identity And Access Management (IAM)\", \"AWS CloudFormation\", \"Pipelining\", \"Python (Programming Language)\", \"Digitization\", \"AWS Elastic MapReduce (EMR)\", \"Maintainability\", \"Data Pipeline\", \"Amazon Simple Notification Service (SNS)\", \"Extract Transform Load (ETL)\", \"Azure Data Lake\", \"Data Engineering\", \"Amazon Athena\"]',\n", + " \"['English']\"],\n", + " ['75',\n", + " 'full-stack software engineer (m/f)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.67733118e-01 3.18774730e-01 3.84102076e-01 6.34426028e-02\\n4.19775933e-01 -2.08391398e-01 -1.94373298e-02 2.74899423e-01\\n-5.86313456e-02 -3.81496459e-01 -5.73851243e-02 -2.94074893e-01\\n-8.99507105e-02 2.96436492e-02 1.05516717e-01 3.67891908e-01\\n3.42170030e-01 8.93009454e-02 -1.24921858e-01 4.20912564e-01\\n9.61516798e-02 -6.83451295e-02 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-3.50275606e-01 -1.15581147e-01 1.88653469e-02]]',\n", + " \"Job Informationen Your Responsibilities: - You will design, implement, test and deliver new features within a cross-functional agile team - You love to work together with other engineers and share your expert knowledge with the engineering teams - You challenge the status quo and continuously improve architecture, code and tools to ensure high quality software delivery - You own your solution and will be responsible from development to delivery to operations in a DevOps environment - You like to work with developers, product owners, designers and other stakeholders on product discovery Your Qualification: - Proficiency in Java/Spring/OOP/Maven and Java based Web Frameworks - Expertise with frontend technologies such as HTML, CSS and JavaScript Frameworks - Familiarity with Microservice architectures - Hands on experience designing and implementing RESTfull backend Services - Good knowledge of relational and NoSQL databases - Practice in Clean Code, TDD, Pair Programming, continuous integration and continuous delivery - Ability to understand the company's KPIs and the user needs and use them as innovation driver - Experience with agile methodologies and pronounced agile mindset - Plus: Knowledge of microservices on AWS - A degree in Computer Science or equivalent practical experience - Fluency in English and German Benötigte Skills Englisch NoSQL HTML5 CSS3 JavaScript JAVA Spring DevOps Test\",\n", + " '[\"Innovation\", \"Operations\"]',\n", + " '[\"Tooling\", \"Test-Driven Development (TDD)\", \"NoSQL\", \"Agility\", \"Continuous Delivery\", \"Cascading Style Sheets (CSS)\", \"Computer Science\", \"Web Frameworks\", \"Continuous Integration\", \"Software Quality Management\", \"HTML5\", \"HyperText Markup Language (HTML)\", \"Microservices\", \"Cross-Functional Coordination\", \"Apache Maven\", \"Agile Methodology\", \"JavaScript (Programming Language)\", \"JavaScript Frameworks\", \"Experience Design\", \"Java (Programming Language)\", \"Custom Backend\", \"Pair Programming\", \"Object-Oriented Programming (OOP)\", \"DevOps\"]',\n", + " \"['English']\"],\n", + " ['4',\n", + " 'director data solutions data science - analytics - bi (56)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.90481567e-01 2.48011351e-01 5.61907411e-01 -5.75898774e-03\\n5.63557088e-01 -1.46655619e-01 -3.73666808e-02 3.17813635e-01\\n-9.91410613e-02 -4.93190706e-01 -3.54826404e-03 -2.87803769e-01\\n4.04535681e-02 1.98618278e-01 1.44345403e-01 3.14964831e-01\\n2.81406164e-01 1.39580369e-01 -1.42618835e-01 3.40266287e-01\\n1.24611117e-01 -1.56572193e-01 1.01084262e-01 8.07796001e-01\\n3.99036646e-01 2.28390237e-03 -7.64889866e-02 1.02383167e-01\\n-1.88484520e-01 -2.64993221e-01 4.36564714e-01 -1.92004628e-02\\n-1.71543986e-01 -3.19798648e-01 9.72965509e-02 1.12656325e-01\\n-2.90534556e-01 -8.11100081e-02 -1.77048266e-01 9.81125608e-03\\n-4.87745166e-01 -1.32726625e-01 -7.75407255e-02 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With over a billion turnover has our customer become a relevant global player in terms of individual software solutions. She thinks globally, acts locally and supports customers from various industries to develop technology solutions to business results. The consulting specialists are able to find solutions for large, complex projects to generate economies of scale and optimize processes. The worldwide growth continues also in Switzerland and for their Zurich office are we looking for you as: DIRECTOR DATA SOLUTIONS YOUR CHALLENGE You will lead strategic client projects across Europe and help to build out the Big Data Architecture Practice. Develop customer solutions and proposals for implementation and design of scalable big data architecture as well as network infrastructure solutions to enable partners and clients to scale Hadoop, NoSQL and relational database architecture for growing demands and traffic. Build up roadmaps and implementation strategy around data science initiatives including recommendation engines, predictive modeling, and machine learning. Drive new business and get involved in pre-sales activities whilst overseeing and managing remote team members who are involved in key projects. YOUR PROFILE You have a Bachelor, Master or MBA degree or equivalent education with business and IT expertise. You have a deep understanding of the Big Data Architecture, Business Intelligent, Data Science and Analytics and implementing such big projects. Consultancy background is strongly desired as there is a strong focus of managing senior customer relationships at a technical and business level. Hands on technical/architecture experience with major big data technologies and frameworks including but not limited to Hadoop, MapReduce, Pig, Hive, HBase, Oozie, Mahout, Flume, ZooKeeper, MongoDB, and Cassandra. Know how in agile software development processes and architecture are an additional plus. You are an excellent communicator with the ability to correspond effectively with all levels of Business and IT. You have fun thinking globally, acting locally and work in multi-cultural teams around the globe. You are a problem solver with the ability to effectively prioritize work. You can communicate fluently in English and ideally German. There will be a large degree of travel (around 50%) in order to build on and enhance client relationships. YOUR PERSPECTIVE You get the chance to build a firm in the firm in a globally oriented outsourcing corporation. You can combine your strength and network with the enormous resource and skill set to set new standards in your business stream. You can act as leader while participating in top level engagements and getting first hand updates on technology innovations. You will experience new ways of efficiency and technology improvements. You can expect continuing training and the opportunity to enlarge you network and visibility.',\n", + " '[\"Management\", \"Communications\", \"Innovation\", \"Prioritization\", \"Consulting\"]',\n", + " '[\"NoSQL\", \"Apache Cassandra\", \"Economy\", \"Apache Zookeeper\", \"Acting\", \"Analytics\", \"Outsourcing\", \"Industrialization\", \"Customer Support Analyst\", \"Perspective (Graphical)\", \"Scale (Map)\", \"Activism\", \"MapReduce\", \"New Business Development\", \"Customer Development\", \"Apache Mahout\", \"MongoDB\", \"Levelling\", \"Limiter\", \"Apache Oozie\", \"Idealization\", \"Network Infrastructure\", \"Localization\", \"Apache Flume\", \"Continuous Training\", \"Process Optimization\", \"Machine Learning Methods\", \"Recommendation Engine\", \"Data Science\", \"Agile Software Development\", \"Customer Relationship Building\", \"Business Architecture\", \"Apache Hive\", \"Scalability\", \"Big Data\", \"Predictive Modeling\", \"Technology Solutions\", \"Pre-Sales Engineering\", \"Relational Databases\", \"Software Development\", \"Resourcing\", \"Apache HBase\", \"Additives\", \"Acceptance and Commitment Therapy (ACT)\", \"Data Intelligence\"]',\n", + " \"['English', 'Thai', 'Samoan', 'Tatar', 'Kanuri']\"],\n", + " ['27',\n", + " 'junior software engineer medco for the department of information systems',\n", + " 'Lausanne',\n", + " 'Healthcare Services & Hospitals',\n", + " 'www.chuv.ch',\n", + " '[[-3.00035059e-01 3.61983538e-01 4.44360465e-01 -7.17792660e-03\\n5.62070787e-01 -1.37449756e-01 -1.13336578e-01 2.42946625e-01\\n-2.19843201e-02 -4.84850526e-01 -9.91603658e-02 -3.07892561e-01\\n-4.89714779e-02 1.88965708e-01 1.14169598e-01 4.41247940e-01\\n3.86448681e-01 4.34750766e-02 -1.06877811e-01 3.36503685e-01\\n-6.46074489e-02 -1.51778728e-01 4.21410054e-03 8.17152441e-01\\n4.15205777e-01 -4.45732102e-02 -5.73506542e-02 1.49609014e-01\\n-2.30003044e-01 -1.49984866e-01 5.07363498e-01 2.94902641e-02\\n-1.60990119e-01 -3.72379541e-01 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2.71116763e-01\\n-1.92358404e-01 -1.12043768e-01 1.16288483e-01 3.07152033e-01\\n-4.12232161e-01 -1.33328766e-01 -2.03985885e-01 1.19059302e-01\\n-3.91247123e-03 2.62317836e-01 -1.94980145e-01 5.64955845e-02\\n-1.57533824e-01 -5.43533564e-01 3.65039676e-01 -1.85788065e-01\\n-1.83677763e-01 -5.59363365e-02 2.66006261e-01 2.66440868e-01\\n-1.77906334e-01 -2.16637440e-02 -3.15545723e-02 2.85058022e-01\\n-9.34405252e-03 3.11616302e-01 -2.23829150e-01 -2.48703182e-01\\n-3.55325818e-01 2.39375353e-01 -4.14124914e-02 1.02587633e-01\\n2.35460699e-04 5.12061715e-01 3.74462493e-02 1.58546656e-01\\n3.61870110e-01 -7.27597475e-02 -2.90184677e-01 -3.13117445e-01\\n-1.83845267e-01 -2.68800318e-01 -5.72934300e-02 -4.00517508e-02\\n3.03331316e-01 -3.99256349e-01 -1.82873636e-01 -3.26407313e-01\\n-5.16338795e-02 -3.46780002e-01 -5.22978529e-02 -3.55726704e-02]]',\n", + " 'The Lausanne University Hospital (CHUV) is one of five Swiss university hospitals. Through its collaboration with the Faculty of Biology and Medicine of the University of Lausanne and the EPFL, CHUV plays a leading role in the areas of medical care, medical research and training. The mission of the Data Science group, wich part of CHUV Department of Information Systems, is to foster the adoption and use of data science and innovative tools in medical informatics within the hospital to significantly improve biomedical research and hospital key processes. To achieve this ambitious goal, one of the core tasks of the group is to develop the necessary IT infrastructure for providing physicians and scientists with the means to smoothly access and use, for their clinical research projects, the massive volume of clinical data that every day is generated within the hospital. Our current and future challenges lie at the intersection of big data, medical informatics, data protection and artifical intelligence. To address these challenges and push the bar furhter, a part of the Data Science Group is specifically focused on projects in Medical Informatics that will explore innovative Tools and technologies for implementing new prototype applications that could potentially be deployed in operational settings. As a Junior Software Engineer within our Data Science team, you will be responsible for : Defining technical and functional specification for new medical informatics applications based on end-users (scientists, physicians and IT experts) requirements and latest technological advances from the research academic community Developing and documenting robust and mature proofs of concept and prototypes of these applications and help in the transition to production environments within the team. In your past experiences, you have shown a proven track record of crafting innovative and elegant software solutions and the capacity to fully document the solutions you have developed. Your are passionate about technology and excited about working in the medical field. Requirements This position requires a university degree in Computer Science or Medical Informatics or equivalent discipline with : Proficiency in at least one object-oriented design development and data-driven development language (JAVA is highly preferable, Go is a plus) Excellent understanding of data structures and algorithms Ability to implement robust prototypes almost ready for deployment in production settings Experience with RESTful JSON APIs and design of micro-services and Web services Experience with relational database management systems and SQL Experience with front-end Framework such as VueJS, WebSockets ans HTML/CSS Experience with DevOps Tools for software deployment and automation using containerization frameworks such as Docker (Kubernetes and Docker Swarm are a plus) Experience with Agile software development as a team and version control (OAuth, OpenID connect, etc.) Oral and written proficiency in French is required to help you interact with end-users and peers on a daily basis. Benefits If you become an employee at the Centre Hospitalier Universitaire Vaudois, we will offer you the following : High social benefits Three days of training per year 25 working days of vacation per year Very good restaurants with preferential rates. ',\n", + " '[\"Research\", \"Collaboration\", \"Hospitality\", \"Operations\", \"Innovation\", \"Socialization\"]',\n", + " '[\"Automation\", \"Kubernetes\", \"Tooling\", \"Accessioning\", \"Model-Driven Development\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Computer Science\", \"Informatics\", \"Relational Database Management Systems\", \"MASSIVE (Software)\", \"Prototype (Manufacturing)\", \"OAuth\", \"IT Infrastructure\", \"Version Control\", \"DevOps\", \"Prototyping\", \"Docker Swarm\", \"Track (Rail Transport)\", \"Medic\", \"HyperText Markup Language (HTML)\", \"Containerization\", \"Functional Specification\", \"Software Engineering\", \"Agile Software Development\", \"Data Science\", \"Web Services\", \"Docker (Software)\", \"Biology\", \"Management Systems\", \"Clinical Research\", \"Object-Oriented Design\", \"Big Data\", \"Community Development\", \"Clinical Data Warehouse\", \"Data Structures\", \"Front End (Software Engineering)\", \"Relational Databases\", \"Software Development\", \"Algorithms\", \"Medical Research\", \"OpenID\", \"JSON\", \"Database Management Systems\", \"AN/PRC-148 Multiband Inter/Intra Team Radio (MBITR)\", \"SQL (Programming Language)\", \"Software Deployment\", \"Adoptions\", \"Information Systems\", \"Java Scripting Languages\"]',\n", + " \"['English']\"],\n", + " ['114',\n", + " 'data scientist operations planning & steering',\n", + " 'Zürich',\n", + " 'Airlines',\n", + " 'www.swiss.com',\n", + " '[[-1.18040219e-01 3.41364145e-01 4.58301902e-01 -1.48124583e-02\\n4.92912471e-01 -6.12655208e-02 5.86260408e-02 2.64740586e-01\\n-2.39444189e-02 -4.55572486e-01 -7.33047165e-03 -2.37603426e-01\\n3.14964689e-02 -5.13409376e-02 5.75264916e-02 5.60614228e-01\\n2.82505155e-01 2.44873874e-02 -9.98041779e-02 3.51305008e-01\\n1.70087039e-01 5.43550588e-02 2.01948702e-01 6.74133897e-01\\n4.65134263e-01 -6.01612628e-02 -1.09097488e-01 -8.58384222e-02\\n-2.58083045e-01 -3.18527043e-01 4.00862098e-01 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As a team player in our IT to Business Alignment unit, you’ll turn challenges into innovative solutions for our Operations Planning & Steering. You will partner up with our business units and our IT service providers. And you will delight in transforming pain points into appealing apps. So if you’re the type to pour all your passion and your energies into interpreting extensive data, and for whom “that won’t work” or “we’ve tried that already” only makes you more determined, come aboard! Your duties Use statistical data analysis or simulations to develop practical solutions to business problems Develop and improve forecasts in business areas and make adjustments according to market requirements Visualize and interpret analytical results for business and translate analytics into business language Present complex information to internal and external stakeholders Develop strategies and recommend improvements to the overall data collection process including data submission formats and standards to improve data quality Work out project proposals with goals, resources, milestones and costs Leading IT projects up to and including their operational handover Developing test procedures and conducting tests Active collaborations with various organizations within the Lufthansa Group Willingness to travel Your profile University degree (Master, PhD as asset) with a quantitative focus in Mathematics, Statistics, Data Science or similar Relevant working experience in creating and using advanced machine learning algorithms and statistics for regression, classification, simulation, etc. Advanced skills in SQL and in one or more of the following programming languages: R, Python Knowledge in BI Tools for interactive data visualization (e.g. Tableau, QlikView, Shiny) is an asset Highly analytical and conceptual mindset, as well as creativity and innovative ability to stay atop complex situations Proven experience in IT project management (Agile certification an advantage) Experience in requirements engineering An ability to familiarize yourself swiftly and independently with new topic areas Good written and verbal communication skills in German and English and ability to work in cross cultural environments Details Employment level: 80-100% Department: IT to Business Alignment Work place: Zurich, Kloten Starting date: upon agreement Application deadline: November 24, 2019 Contact Head of IT to Business Alignment Flight & Ground Operations: Mr Fredy Wehrli Human Resources: Ms Kerstin Braun Recruiting Support: Tel.: +41 44 564 44 22 You may apply in English or German. About Swiss International Air Lines AG It’s the little differences that make working at SWISS so appealing. The fact, for example, that we treat every detail with care, see quality in terms of hospitality and view nationality through an international lens. In a similar way, we see variety as richness, a job as an experience and SWISS as a world of inspiration. You, too, will be stimulated in our special working environment – one in which, wherever you are, you’ll always feel: Truly SWISS .... where people matter. www.swiss.com',\n", + " '[\"Verbal Communication Skills\", \"Hospitality\", \"Operations\", \"Presentations\", \"Innovation\", \"Creativity\"]',\n", + " '[\"Data Quality\", \"Tableau (Business Intelligence Software)\", \"KM Programming Language\", \"Milestones (Project Management)\", \"Analytics\", \"Statistics\", \"Statistical Coupling Analysis\", \"Strategic Business Unit\", \"Activism\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Market Requirements Documents\", \"E (Programming Language)\", \"IBM Personal Computer/AT\", \"Human Resource Management\", \"Data Science\", \"QlikView (Data Analytics Software)\", \"Library For WWW In Perl\", \"Shiny (R Package)\", \"Requirements Engineering\", \"Digitization\", \"Machine Learning Algorithms\", \"R (Programming Language)\", \"Business Alignment\", \"Acceptance Test Procedures\", \"Survey Data Analysis\", \"Operational Planning\", \"Simulations\", \"Agile Management\", \"Appeals\", \"Project Proposals\", \"Cross-Cultural Studies\", \"Service Provider\", \"Project Management\", \"Data Collection\", \"AN/PRC-148 Multiband Inter/Intra Team Radio (MBITR)\", \"Advanced Business Language\", \"Data Analysis\"]',\n", + " \"['English', 'Southern Sotho', 'Kikuyu', 'Javanese', 'Northern Sami']\"],\n", + " ['68',\n", + " 'data scientist',\n", + " 'Cheseaux-Noréaz',\n", + " 'Telecommunications Manufacturing',\n", + " 'www.nagra.com',\n", + " '[[-1.93390340e-01 2.77924567e-01 5.01804709e-01 1.81110166e-02\\n4.76072967e-01 -9.28495005e-02 -6.60263225e-02 3.26945603e-01\\n-2.16499064e-02 -3.39423329e-01 -1.13672808e-01 -3.34753096e-01\\n-7.95038864e-02 7.88691789e-02 4.40750569e-02 5.63180983e-01\\n2.15001911e-01 3.60997245e-02 -1.84154361e-01 2.96018839e-01\\n1.38408139e-01 -1.25215948e-01 6.02634773e-02 8.01748753e-01\\n4.49488342e-01 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-7.80791938e-02]]',\n", + " 'Stimulating. Motivating. Challenging. NAGRA, a digital TV division of the Kudelski Group provides security and multiscreen user experience solutions for the monetization of digital media. The company offers content providers and DTV operators worldwide secure, open, integrated platforms and applications over broadcast, broadband and mobile platforms, enabling compelling and personalized viewing experiences. Location: Cheseaux, Switzerland Mission As part of the Kudelski Group’s \"Insight\" initiative, we are developing data analytics products for major telecom operators around the world, powered by state-of-the-art machine learning and probabilistic algorithms. We are looking for a Data Scientist to help us transform raw data into actions and predictions so that our clients can effectively navigate their business. We work on a large spectrum of machine learning applications, including predictive maintenance, uplift prediction, and time series forecasting. Woud you like to join a nimble, focused and fast-moving division within a well-established company? We are a team of techies, data crunchers and business experts who want to make a difference in a fast-changing industry – get in touch! Responsibilities As a member of the team, you will build machine learning workflows to address a wide range of business questions. Your main responsibilities will be to: Apply statistical analysis and visualization techniques to gain actionable insights into large volumes of data from different sources Develop machine learning workflows Work closely with the engineering team and support them in the industrialization of the final workflow Occasionally travel to clients to discuss their data and business needs and to present project results Maintain and develop professional knowledge by attending and presenting at conferences, reading professional publications and testing state-of-the-art tools Requirements / Profile Here is the kind of profile we are looking for: 3+ years work experience Familiar with statistics and machine learning algorithms Experience in deep learning, econometrics, or causal inference is a bonus Curious about the business impact of their workGood Python programming skills, intimate with the Python data science stack Experience with relational databases and Big Data tools like Spark, Presto, Hive, etc. Knowledge of best practices for software development and data organization, and pleasure in working in an open source environment (Github is at the core of our workflow) Likes interacting with people, including clients, and can communicate well even to a non-technical audience Willingness to travel occasionally and assume a client-facing role Good spoken and written English, knowledge of French is a plus Swiss or EU resident Our team promotes integration and is committed to provide equal employment opportunity to all applicants Reference: 11269 Publication Date: 28-10-2019',\n", + " '[\"Professionalism\", \"Communications\", \"Written English\", \"Operations\", \"Integration\", \"Presentations\", \"Sourcing\"]',\n", + " '[\"Predictive Maintenance\", \"Tooling\", \"Programming (Music)\", \"Interactivity\", \"Analytics\", \"Statistics\", \"Prediction\", \"Machine Learning\", \"Good Agricultural Practices\", \"Industrialization\", \"Statistical Coupling Analysis\", \"Scholastic READ 180\", \"Visualization\", \"Python (Programming Language)\", \"Maintainability\", \"Digital Media\", \"Open Telecom Platforms\", \"Mobility\", \"Machine Learning Methods\", \"Econometrics\", \"Github\", \"Data Science\", \"Time Series\", \"Apache Hive\", \"Equalization\", \"Digitization\", \"Personalization\", \"Big Data\", \"Deep Learning\", \"Finalization\", \"Reference Application\", \"Causal Inference\", \"Raw Data\", \"Relational Databases\", \"Software Development\", \"Algorithms\", \"Forecasting\", \"User Experience\", \"Integration Platforms\", \"Workflows\", \"Broadcasting\", \"Broadband\"]',\n", + " \"['English', 'Pashto', 'Lithuanian', 'Tatar', 'Ewe']\"],\n", + " ['62',\n", + " 'software engineer - operation solutions',\n", + " 'Grenchen',\n", + " '',\n", + " '',\n", + " '[[-1.91340968e-01 2.03036457e-01 5.38426340e-01 3.72208096e-02\\n5.74043393e-01 -2.89753944e-01 -6.52821586e-02 2.73197621e-01\\n-7.20130056e-02 -3.28280777e-01 -1.55949757e-01 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About the Role… The Operations Solutions Team is looking for a talented Software Engineer that will contribute to our global operations software designed to manufacture HID Global products (RFID credentials, readers, controllers, badge printers, tracking beacon, …) around the world (10+ countries). What you will do… Work on full life-cycle software development of applications used for production and monitoring activities. Work in a collaborative team using Agile methodology. Design and deliver full-stack software applications in C# : provisioning engine, web services, desktop & web front-end, Database Sql & NoSql. Integrate low level API driving hardware encoders (ex. RFID programmers/analyzers, communication devices, barcode scanners, printers, etc.) Keep tight deadlines for software enhancements to match product development schedules. Who we’re looking for…. Must have a strong passion for object-oriented programming, design patterns and SOLID principles. Excellent understanding of software development within the .NET Framework/Core ecosystem. Ability to multi-task and stay organized in a dynamic environment. Knowledge of applied cryptography and RFID industry standards is greatly appreciated. Knowledge of communication interfaces such as I2C, SPI, JTAG, UART is greatly appreciated. Minimum Bachelor degree in Computer Science or Electrical Engineering required. 3+ year experience with software and solution developments, ideally used in industrial application. Good analytical and problem solving skills. Very good French and English language skills. Must be legally eligible to work in Switzerland. Final Application Date: 30th November, 2019 HID Global is an equal opportunities employer',\n", + " '[\"Collaboration\", \"Problem Solving\", \"Communications\", \"Scheduling\", \"Operations\", \"Integration\"]',\n", + " '[\"Solid Principles\", \"Enterprise Application Software\", \"NoSQL\", \"Industry Standard Architecture\", \"Hyper SQL Database (HSQLDB)\", \"Web Engineering\", \"Computer Science\", \"Analytics\", \"Distributed Design Patterns\", \".NET Framework\", \"Industrialization\", \"Cryptography\", \"Tracking (Commercial Airline Flight)\", \"Levelling\", \"Activity Monitor\", \"Idealization\", \"Barcodes\", \"Software Engineering\", \"Web Services\", \"Agile Methodology\", \"Electrical Engineering\", \"C# (Programming Language)\", \"Equalization\", \"Agile Product Development\", \"Software Design\", \"Finalization\", \"Front End (Software Engineering)\", \"Encodings\", \"Software Development\", \"Application Programming Interface (API)\", \"Object-Oriented Programming (OOP)\", \"Controllability\"]',\n", + " \"['English', 'Kannada']\"],\n", + " ['4',\n", + " 'director data solutions data science - analytics - bi (56)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.90481567e-01 2.48011351e-01 5.61907411e-01 -5.75898774e-03\\n5.63557088e-01 -1.46655619e-01 -3.73666808e-02 3.17813635e-01\\n-9.91410613e-02 -4.93190706e-01 -3.54826404e-03 -2.87803769e-01\\n4.04535681e-02 1.98618278e-01 1.44345403e-01 3.14964831e-01\\n2.81406164e-01 1.39580369e-01 -1.42618835e-01 3.40266287e-01\\n1.24611117e-01 -1.56572193e-01 1.01084262e-01 8.07796001e-01\\n3.99036646e-01 2.28390237e-03 -7.64889866e-02 1.02383167e-01\\n-1.88484520e-01 -2.64993221e-01 4.36564714e-01 -1.92004628e-02\\n-1.71543986e-01 -3.19798648e-01 9.72965509e-02 1.12656325e-01\\n-2.90534556e-01 -8.11100081e-02 -1.77048266e-01 9.81125608e-03\\n-4.87745166e-01 -1.32726625e-01 -7.75407255e-02 7.51893669e-02\\n-3.30263734e-01 -3.78471613e-01 -5.53231426e-02 -5.89691922e-02\\n1.89367145e-01 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With over a billion turnover has our customer become a relevant global player in terms of individual software solutions. She thinks globally, acts locally and supports customers from various industries to develop technology solutions to business results. The consulting specialists are able to find solutions for large, complex projects to generate economies of scale and optimize processes. The worldwide growth continues also in Switzerland and for their Zurich office are we looking for you as: DIRECTOR DATA SOLUTIONS YOUR CHALLENGE You will lead strategic client projects across Europe and help to build out the Big Data Architecture Practice. Develop customer solutions and proposals for implementation and design of scalable big data architecture as well as network infrastructure solutions to enable partners and clients to scale Hadoop, NoSQL and relational database architecture for growing demands and traffic. Build up roadmaps and implementation strategy around data science initiatives including recommendation engines, predictive modeling, and machine learning. Drive new business and get involved in pre-sales activities whilst overseeing and managing remote team members who are involved in key projects. YOUR PROFILE You have a Bachelor, Master or MBA degree or equivalent education with business and IT expertise. You have a deep understanding of the Big Data Architecture, Business Intelligent, Data Science and Analytics and implementing such big projects. Consultancy background is strongly desired as there is a strong focus of managing senior customer relationships at a technical and business level. Hands on technical/architecture experience with major big data technologies and frameworks including but not limited to Hadoop, MapReduce, Pig, Hive, HBase, Oozie, Mahout, Flume, ZooKeeper, MongoDB, and Cassandra. Know how in agile software development processes and architecture are an additional plus. You are an excellent communicator with the ability to correspond effectively with all levels of Business and IT. You have fun thinking globally, acting locally and work in multi-cultural teams around the globe. You are a problem solver with the ability to effectively prioritize work. You can communicate fluently in English and ideally German. There will be a large degree of travel (around 50%) in order to build on and enhance client relationships. YOUR PERSPECTIVE You get the chance to build a firm in the firm in a globally oriented outsourcing corporation. You can combine your strength and network with the enormous resource and skill set to set new standards in your business stream. You can act as leader while participating in top level engagements and getting first hand updates on technology innovations. You will experience new ways of efficiency and technology improvements. You can expect continuing training and the opportunity to enlarge you network and visibility.',\n", + " '[\"Management\", \"Communications\", \"Innovation\", \"Prioritization\", \"Consulting\"]',\n", + " '[\"NoSQL\", \"Apache Cassandra\", \"Economy\", \"Apache Zookeeper\", \"Acting\", \"Analytics\", \"Outsourcing\", \"Industrialization\", \"Customer Support Analyst\", \"Perspective (Graphical)\", \"Scale (Map)\", \"Activism\", \"MapReduce\", \"New Business Development\", \"Customer Development\", \"Apache Mahout\", \"MongoDB\", \"Levelling\", \"Limiter\", \"Apache Oozie\", \"Idealization\", \"Network Infrastructure\", \"Localization\", \"Apache Flume\", \"Continuous Training\", \"Process Optimization\", \"Machine Learning Methods\", \"Recommendation Engine\", \"Data Science\", \"Agile Software Development\", \"Customer Relationship Building\", \"Business Architecture\", \"Apache Hive\", \"Scalability\", \"Big Data\", \"Predictive Modeling\", \"Technology Solutions\", \"Pre-Sales Engineering\", \"Relational Databases\", \"Software Development\", \"Resourcing\", \"Apache HBase\", \"Additives\", \"Acceptance and Commitment Therapy (ACT)\", \"Data Intelligence\"]',\n", + " \"['English']\"],\n", + " ['14',\n", + " 'project manager statistical programming and data management 60 - 80%',\n", + " 'Davos',\n", + " 'Healthcare Services & Hospitals',\n", + " 'www.aofoundation.org',\n", + " '[[-2.91401744e-01 2.67605692e-01 3.83276880e-01 -6.67591020e-02\\n5.62750936e-01 -2.60522459e-02 -3.66341472e-02 2.88305968e-01\\n-1.38670206e-01 -1.88580930e-01 -1.92634478e-01 -2.52487749e-01\\n3.83784994e-04 2.22953051e-01 1.45399451e-01 6.30378604e-01\\n3.88286799e-01 -1.48805499e-01 -1.72022104e-01 2.26434290e-01\\n7.69568160e-02 -1.91762537e-01 8.60446393e-02 7.13544011e-01\\n2.42149442e-01 1.93406120e-02 -1.46173358e-01 -3.83245014e-02\\n-1.88836262e-01 -1.97453976e-01 5.33824682e-01 5.04603758e-02\\n-1.14240572e-01 -3.60044777e-01 1.01506226e-01 2.89934009e-01\\n-2.49174118e-01 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Founded in 1958 by a group of visionary surgeons, today, the AO has a global network of 200,000 health care professionals. Each year it offers over 830 educational events around the world, which are supported by nearly 9,000 faculty and are attended by over 58,000 participants. It has 20,000 surgeon members working in the fields of trauma, spine, craniomaxillofacial (CMF), veterinary, and reconstructive surgery. AO Clinical Investigation & Documentation (AOCID) is an institute of the AO Foundation and the provider of choice of the AO Community in clinical research, clinical research education, and health economics. We plan and execute the most pertinent clinical studies, design state-of-the-art clinical research education, and apply health economic techniques to validate current practice in the field of trauma and musculoskeletal disorders—all in compliance with the ICH GCP (E6) guidelines and ISO 14155 standards. We are looking for the following highly motivated person to join our team in Davos, Switzerland. or Dübendorf, Switzerland (near Zurich): Project Manager Statistical Programming and Data Management 60 - 80% In this role you will be required to independently fulfill all tasks related to all phases of AOCID-assigned clinical research projects and to ensure high quality standards for statistical programming and data management and monitoring activities, such as: Creation, validation and management of statistical codes for study-related activities, including monitoring activities (eg, reports, graphs, listings) Database development in electronic data capture (EDC) systems (egm. REDCap) and database validation Development of data validation plans (DVPs), programming of inconsistency reports according to DVP, supporting data cleaning and data clarification activities Set up of data management plans (DMPs) and implementation of codes according to DMPs and statistical analysis plans (SAPs) Development, validation and maintenance of SAS Macros for statistical analysis and monitoring Supporting quality management, development and maintenance of standard operating procedures (SOPs) for statistical programming (validation, documentation) In order to master this challenge, you have: Master of science or bachelor's degree in numerical/computational sciences/mathematics or equivalent Advanced SAS skills (Base SAS, SAS/STAT, SAS/GRAPH, SAS macro language, SQL), preferably additional Stata skills At least three years of experience with programming Basic knowledge of statistics Numerical and analytical skills Attention to detail and reliability Team player Good communication skills (internally and with external stakeholders) Fluent in English (oral and written) We offer An interesting and varied job in an exciting and innovative organization Working in a highly committed international team Modern infrastructure Employment conditions which match the requirements and offer a high degree of flexibility re working hours, location as well as homeoffice If you meet the requirements of this challenging opportunity, please submit your complete online application (motivation letter, CV, recent photograph, certificates, reference letters, etc) through our online application system. Applications received via other channels will not be considered in the process.\",\n", + " '[\"Verbal Communication Skills\", \"Analytical Skills\", \"Infrastructure\", \"Planning\", \"Investigation\", \"Management\", \"Communications\", \"Reliability\", \"Innovation\", \"Visionary\"]',\n", + " '[\"Health Economics\", \"Programming (Music)\", \"Human Musculoskeletal Systems\", \"Data Validation\", \"Applications Of Artificial Intelligence\", \"Data Management\", \"Statistics\", \"SAS (Software)\", \"Database Development\", \"Standard Operating Procedure\", \"Statistical Coupling Analysis\", \"Clinical Study Design\", \"Activism\", \"Activity Monitor\", \"Medic\", \"Executable\", \"Reconstructive Surgery\", \"Validation Master Plan\", \"SAS/STAT\", \"Data Management Plan\", \"Non-Profit Organization\", \"Personalization\", \"SAS Macros\", \"Clinical Research\", \"Cleaned Data\", \"Management Development\", \"Numerical Computing\", \"Receivables\", \"Clinical Data Management\", \"Validations\", \"Home Health Care\", \"SAS/Base\", \"Planned Unit Development\", \"Google Cloud Platform (GCP)\", \"Graphing\", \"Electronic Data Capture (EDC)\", \"SQL (Programming Language)\", \"Quality Management\"]',\n", + " \"['English', 'Kashmiri', 'Manx', 'Tatar']\"],\n", + " ['63',\n", + " 'full-stack software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.37852579e-01 1.92481816e-01 4.76745516e-01 6.89489320e-02\\n4.94166434e-01 -1.87736556e-01 -3.66991945e-02 3.56802285e-01\\n3.73897492e-03 -4.62117016e-01 -7.32699931e-02 -2.56241888e-01\\n-2.35611163e-02 5.51019497e-02 1.27621889e-01 3.91661823e-01\\n2.23573625e-01 1.21874616e-01 -1.87689483e-01 3.11112106e-01\\n1.93503603e-01 -7.42717162e-02 1.23072535e-01 7.60851562e-01\\n1.98144808e-01 1.80163495e-02 -1.41208163e-02 -2.55015418e-02\\n-2.54822463e-01 -2.15544075e-01 3.93892497e-01 6.99831694e-02\\n-1.25136569e-01 -4.46849316e-01 1.55285031e-01 -3.87807935e-02\\n-2.29959458e-01 2.97323242e-02 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We help people to make their best real estate decision and bring commercial real estate agencies, owners and potential tenants and buyers together. We count more than 10 million visits from people who use our portal and have more than 190 million page views per month. We are looking for you as a teammate. You’ll help Homegate to grow the business and our engineering-teams to shift our platform to the next level, while driving innovations. Full-Stack Software Engineer Your Responsibilities You will work on rebuilding the Homegate platform using microservices architecture on AWS You will implement, test and deliver new features within a cross-functional agile team You challenge the status quo and continuously improve architecture, code and tools to ensure high quality software delivery You own your solution and will be responsible from development to delivery to operations in a DevOps environment Your Qualification Experienced in JavaScript/Node.js and related web frameworks Experience with frontend frameworks like Angular or Vue.js Familiarity with AWS services like Lambda, DynamoDB, SNS, RDS, S3, CloudWatch and ElasticSearch Familiarity with Java/Spring/Maven Hands on experience designing and implementing RESTfull backend services Practice in clean code, TDD, pair programming, continuous integration and continuous delivery Experience with agile methodologies and pronounced agile mindset A degree in computer science or equivalent practical experience Fluency in English, German is a plus Benefits Flexible working hours and Home-office possibilities Personal development plan and yearly budget for educational courses, conferences etc. Assistance and Support through all aspects of the onboarding process On-site canteen with plentiful selection of fresh food and salad Discounts in many surrounding shops and partner vendors like HP, Allianz, Sunrise, Shell, ... Lots of team activities and regular hackathons We do not accept unsolicited CVs from Third Party Agencies.',\n", + " '[\"Innovation\", \"Real Estate\", \"Operations\", \"Decisiveness\"]',\n", + " '[\"Tooling\", \"Test-Driven Development (TDD)\", \"Agility\", \"Continuous Delivery\", \"Vue.js\", \"Computer Science\", \"Web Frameworks\", \"Continuous Integration\", \"Software Quality Management\", \"Activism\", \"Onboarding\", \"Node.js\", \"Levelling\", \"AWS Directory Service\", \"Amazon Simple Notification Service (SNS)\", \"Microservices\", \"Software Engineering\", \"Amazon DynamoDB\", \"Budgeting\", \"Cross-Functional Coordination\", \"Apache Maven\", \"Agile Methodology\", \"Digitization\", \"JavaScript (Programming Language)\", \"Amazon CloudWatch\", \"Foods\", \"Angular (Web Framework)\", \"Planned Unit Development\", \"Experience Design\", \"Pair Programming\", \"Personality Development\", \"Java (Programming Language)\", \"Commercialization\", \"Custom Backend\", \"DevOps\", 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Mission and activities Implement advanced statistical and data analysis tools related to Nanolive Core Technology and Quantitative biology applicationsImplement environment development and architecture in PythonValidate proofs of concepts through modelling and simulationPrepare test protocols, run tests and analyse resultsDocument work results with Python notebooks or similar reports Required Master’s or PhD degree in Computational Science, Mathematics, Engineering or related area.Experience in Python scientific codingExperience in big data managementStrong background in Mathematics, Physics or Biology An Asset Experience with CI/CD, source management & djangoKnowledge of unit testingKnowledge of hdf5, java programming, image analysis Key asset of the candidate Have a team player spirit, a quick perception, and a resourceful and fast-learning mindsetHave a strong sense of commitment and responsibility to respect planning and qualityHave a high analytical capacity and an adaptable, autonomous, rigorous and service-oriented mindsetHave effective communication in English (both written & oral – including technical documentation) What we offer You will get the opportunity to work in a fast-growing scale-up environment with highly motivated, competent and experienced individuals, and make a real difference for our customers. You will be working with a cutting-edge technology and facing the exclusive challenge of making it accessible to a wide audience by implementing creative solutions. Interested? Please visit our website, then click on “Apply Now” and fill your application including your cover letter and CV. We do not accept any recruitment agencies. Job Types: Full-time, Permanent Experience: python: 1 year (Preferred)Big Data management: 1 year (Preferred) Education: Master's (Required) \",\n", + " '[\"Self-Motivation\", \"Adaptability\", \"Resourcefulness\", \"Planning\", \"Management\", \"Communications\", \"Creativity\"]',\n", + " '[\"Computational Science And Engineering\", \"Integrated Development Environments\", \"Accessioning\", \"Programming (Music)\", \"Computer Science\", \"Analytics\", \"Data Management\", \"Statistics\", \"Mathematical Sciences\", \"Scale (Map)\", \"Activism\", \"Python (Programming Language)\", \"Agile Edge Technologies\", \"Source (Game Engine)\", \"Image Analysis\", \"Mathematical Physics\", \"Biology\", \"Service-Oriented Modeling\", \"Big Data\", \"Technical Documentation\", \"Survey Data Analysis\"]',\n", + " \"['English', 'Scottish Gaelic']\"],\n", + " ['84',\n", + " 'junior software engineer (java/.net)',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-1.76593438e-01 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Their experts create, design, develop and operate software-centric solutions. Ihr Aufgabenbereich Develop innovative web and mobile applications, using state-of-the-art tools and agile methodologies. Work closely with a multidisciplinary team of business analysts, architects and developers. Be involved in the complete project lifecycle, from requirements analysis to final delivery. Ihr Profil You hold a MSc or BSc from a leading university or institute of technology. You already have some experience in developing Java or .Net applications from internships or course-related activities. You are passionate about technology and software engineering. You are familiar with the fundamentals of underlying technologies such as web-based user interfaces, relational and non-relational databases, application security, and communication protocols. You have a good command of English and either French or German (depending on working location). Ihre Chance Did you get your attention and you are looking for a new challenge? Then send your complete application documents to jobs@oneagency.ch Ort: Zürich Spezialisierung:Sprachen: Job ID: 7422',\n", + " '[\"Innovation\", \"Operations\", \"Positivity\"]',\n", + " '[\"MSC Software\", \"Database Application\", \"Tooling\", \"Relational Databases\", \"Requirements Analysis\", \"Activism\", \"Agile Methodology\", \"Application Security\", \"Sustainability\", \"Communications Protocols\", \"Java (Programming Language)\", \"Mobile Application Software\", \"User Interface\", \"Software Engineering\", \"Finalization\"]',\n", + " \"['English', 'Afrikaans', 'Ojibwa']\"],\n", + " ['40',\n", + " 'director data solutions (data science, analytics, bi)',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " 'www.epam.com',\n", + " '[[-3.63576472e-01 3.57174784e-01 5.07355809e-01 -5.48212882e-03\\n5.64902782e-01 -1.19120434e-01 -2.35726312e-02 9.34738442e-02\\n-6.98652416e-02 -3.91176641e-01 -1.88871220e-01 -2.82527417e-01\\n-3.73633429e-02 1.24194644e-01 1.59064069e-01 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-5.33213019e-02\\n1.50426149e-01 -3.56803864e-01 -1.04211606e-02 -3.09646189e-01\\n-1.04591265e-01 -4.94546026e-01 -1.97232664e-01 -8.55736807e-02]]',\n", + " 'Join us at one of the fastest growing Platform Software Engineering Organizations in the world! With over twenty years’ experience of crafting market leading software, our business has been rapidly evolving and is now a global player in solving business challenges and developing tailor made cutting edge solutions. These challenges require a highly skilled workforce imagining, designing, engineering, and delivering software, through to business consulting services & customer experiences, which are changing the world around us. Within EPAM we establish a consultancy branch to help top-tier clients solve their most complex business and technology issues and to advise them on new technologies. As a Big Data Solution Architect, you will be responsible for conducting activities associated with selling core business consulting capabilities to leading organizations from different branches. Responsibilities Drive European Big Data Projects and provide technical guidance and solutions Develop proposals for implementation and design of scalable big data architecture Participate in customer workshops and presentation of the proposed solutions Design, implement, and deploy high-performance, custom applications at scale on Hadoop Define and develop network infrastructure solutions to enable partners and clients to scale NoSQL and relational database architecture for growing demands and traffic Define common business and development processes, platform and tools usage for data acquisition, storage, transformation, and analysis Develop roadmaps and implementation strategy around data science initiatives including recommendation engines, predictive modeling, and machine learning Review and audit of existing solution, design and system architecture Perform profiling, troubleshooting of existing solutions Create technical documentation Drive new business and get involved in pre-sales activities whilst overseeing and managing Big Data Architects and remote team members who are involved in key projects Requirements Solid experience in a Technical Leadership role Experience of driving large scale Big Data Architecture projects Consultancy background is strongly desired as there is a strong focus of managing senior customer relationships at a technical and business level Hands on technical/architecture experience with major big data technologies and frameworks including but not limited to Hadoop, MapReduce, Pig, Hive, HBase, Oozie, Mahout, Flume, ZooKeeper, MongoDB, and Cassandra Hands on experience of knowledge of programming and scripting languages such as Java, Python, Scala Experience with big data solutions developed in large cloud computing infrastructures such as Amazon Web Services, Elastic MapReduce or Pivotal Cloud Foundry Experience in client-driven large-scale implementation projects Data Science and Analytics experience is a plus (Machine Learning, Recommendation Engines, Search Personalization) Technical team leading and team management experience, deep understanding of Agile (Scrum), RUP programming process Strong experience in applications design, development and maintenance Solid knowledge of design patterns and refactoring concepts Practical expertise in performance tuning and optimization, bottleneck problems analysis Experience in Object-Oriented Analysis and Design Fluent oral and written English We offer Experience exchange with colleagues all around the world Competitive compensation depending on experience and skills Regular assessments and salary reviews Develop integration modules for interacting with new systems and applications Opportunities for self-realization Friendly team and enjoyable working environment Corporate and social events',\n", + " '[\"Leadership\", \"Troubleshooting (Problem Solving)\", \"Infrastructure\", \"Friendliness\", \"Management\", \"Integration\", \"Presentations\", \"Imagination\", \"Team Management\", \"Socialization\", \"Written English\", \"Consulting\"]',\n", + " '[\"NoSQL\", \"Tooling\", \"Apache Cassandra\", \"Advising\", \"Programming (Music)\", \"Performance Profiling\", \"Agility\", \"Apache Zookeeper\", \"Joint Application Design (JAD)\", \"Interactivity\", \"Analytics\", \"Project Architecture\", \"Machine Learning\", \"High Performance Computing\", \"Distributed Design Patterns\", \"Scale (Map)\", \"Application Development Languages\", \"Development Review\", \"Scala (Programming Language)\", \"Activism\", \"MapReduce\", \"New Business Development\", \"Python (Programming Language)\", \"Apache Mahout\", \"MongoDB\", \"Object-Oriented Analysis And Design\", \"Levelling\", \"Scrum (Software Development)\", \"Limiter\", \"Systems Architecture\", \"Apache Oozie\", \"Network Infrastructure\", \"Apache Flume\", \"Software Engineering\", \"Project Implementation\", \"NetApp Data Storage\", \"Recommendation Engine\", \"Data Science\", \"Web Services\", \"Customer Relationship Building\", \"Storages\", \"Apache Hive\", \"Personalization\", \"Cloud Foundry\", \"Develop Networks\", \"Scalability\", \"Big Data\", \"Amazon Web Services\", \"Predictive Modeling\", \"Technical Documentation\", \"Data Acquisition\", \"Adapter Scripting Language\", \"Auditing\", \"Transformation (Genetics)\", \"Civil Engineering Design\", \"Modulation\", \"Pre-Sales Engineering\", \"Performance Tuning\", \"Proposal Development\", \"Relational Databases\", \"Solution Design\", \"Customer Experience\", \"Apache HBase\", \"AWS Elastic MapReduce (EMR)\", \"Java (Programming Language)\", \"Cloud Computing\", \"Process Driven Development\"]',\n", + " \"['English', 'Slovenian', 'Vietnamese', 'Limburgan', 'Quechua']\"],\n", + " ['146',\n", + " 'research informatics specialist / database developer',\n", + " 'Basel',\n", + " '',\n", + " '',\n", + " '[[-2.92035639e-01 3.86220425e-01 4.07565117e-01 8.03528912e-03\\n6.32743657e-01 -6.34911731e-02 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5.34455657e-01 8.66147429e-02 2.70550177e-02\\n4.19451654e-01 -1.73587218e-01 -3.03788245e-01 -3.08557689e-01\\n-1.94326743e-01 -9.68829244e-02 -4.10973802e-02 -2.21362859e-02\\n2.92244136e-01 -2.53089726e-01 -1.63649052e-01 -4.19357419e-01\\n-7.52192438e-02 -4.50494349e-01 -4.89210635e-02 1.04292445e-02]]',\n", + " 'We are a Life Science and IT service provider that has been successfully carrying out \\'state-of-the-art\\' projects for international customers for more than 25 years. Our consultants mainly work on our customer\\'s premises, integrated in the customer\\'s project team. We pride ourselves on being a dynamic forward thinking organization and we are looking for like-minded individuals that are driven by ambition and highly motivated by challenging jobs, as well as financial incentives. With our attractive compensation and benefits model, this is a great opportunity to maximize your earning potential. The further development of our colleagues and team members as well as an excellent work atmosphere are amongst the top values of our company. Our group \"Research & Lab IT” is seeking professionals with the below mentioned profile. Mission: The objective of the mission is to support the implementation and maintenance of the Corporate Preclinical Database and related systems for the collection, processing, analysis and registration of all chemical and biological information gathered during projects (e.g. ELN, Inventories, Data Analysis and Visualization). Main tasks: Supports scientists in the definition and maintenance of a standardized data organization and related dictionaries and prepares guidelines for chemical and biological data collection, processing, and analysis Participates to the design, development, implementation, support and maintenance of the corporate preclinical database and related systems (ELN, Inventories, Data Analysis and Visualization) Supports the timely submission (including preparation and curation as needed) of the data to local and corporate databases Manages data in the corporate preclinical corporate database and related systems Designs, develops and maintains tools supporting and automating data workflows from collection to analysis. Maintains software and database documentation. Organizes regular trainings and supports discovery and preclinical staff on the corporate preclinical database and related systems Familiarises himself/herself with the resources available in other parts of the organisation and is aware of the strategic importance of his/her project work with respect to goals. Ensures when needed, the validation of software and databases as required by international regulations. Responsible for the security of sensitive data, takes appropriate actions to prevent unauthorised access from outside or within the company. Manages relationships with solution and resource providers Qualification & Experience: Education: Bachelor or Master degree in Computer Science, Biology, or Chemistry Professional Skills & Experience: Has expertise in Computer Science applied to Life Sciences (Chemistry, Biology, Pharmacology) Is at ease with web software development, database management systems (preferably Oracle) and data analysis, independently of platform or language. Is familiar with configuration and customization of commercial research and preclinical data management systems (preferably Dotmatics software suite) Has at least 3 years of practical experience in industry or academic institutions, in charge of a scientific informatics platform/database development and management of research database for Life Science Has experience in web server and database administration Has experience in IT project management Communication & Interpersonal Skills: Writes internal/external reports and software documentation. Communicates effectively with supervisor or any other scientist relevant to the project as needed. Is able to explain his work to non IT specialists Is capable of making oral communications to international standards. Fluency in English is mandatory, French would be an asset Is able to adapt to a research environment: understanding of scientific issues and their specific requirements. Trains collaborators on the usage of scientific software. May supervise the work of external staff (solution vendors). ',\n", + " '[\"Research\", \"Writing\", \"Adaptability\", \"Professionalism\", \"Collaboration\", \"Management\", \"Supervision\", \"Communications\", \"Integration\", \"Information Gathering\", \"Relationship Management\", \"Consulting\"]',\n", + " '[\"Web Servers\", \"Automation\", \"Pharmacology\", \"Tooling\", \"Accessioning\", \"Computer Science\", \"Life Sciences\", \"Data Management\", \"Collections\", \"Database Development\", \"Informatics\", \"Industrialization\", \"Survey Data Collection\", \"Visualization\", \"Software Suite\", \"Requirements Specifications\", \"Maintainability\", \"E (Programming Language)\", \"Registration\", \"Database Administration\", \"Software Documentation\", \"International Standards\", \"Biology\", \"Management Systems\", \"Corporate Data Management\", \"Electronic Data Processing\", \"Survey Data Analysis\", \"Validations\", \"Systems Design\", \"Chemistry\", \"Service Provider\", \"Software Development\", \"Project Management\", \"Resourcing\", \"Workflows\", \"Curation\", \"Database Management Systems\", \"Commercialization\", \"Data Analysis\"]',\n", + " \"['English', 'Avestan']\"],\n", + " ['122',\n", + " 'application scientist, chemical ionization mass spectrometry',\n", + " 'Thun',\n", + " '',\n", + " '',\n", + " '[[-3.22071165e-01 3.35994661e-01 4.83776540e-01 -6.40972853e-02\\n6.11253023e-01 -7.13514015e-02 -1.14054918e-01 1.98036522e-01\\n1.12699583e-01 -2.06944034e-01 -1.58244222e-01 -3.54309440e-01\\n2.49078125e-02 2.25402951e-01 7.10181594e-02 6.34336233e-01\\n3.25270057e-01 5.24713621e-02 4.69298139e-02 4.38917756e-01\\n9.60446000e-02 -1.46910578e-01 1.38095424e-01 7.59765983e-01\\n3.24976802e-01 -2.94832662e-02 -4.38018888e-02 1.22776538e-01\\n-1.77218154e-01 -2.16217875e-01 5.02378941e-01 9.38742235e-02\\n-2.22176850e-01 -4.03737217e-01 9.49825048e-02 2.32561350e-01\\n-2.25547686e-01 -2.98123956e-02 -1.24865249e-01 1.93640873e-01\\n-6.83146060e-01 -3.22210491e-01 4.83767800e-02 -6.82667047e-02\\n-2.93613076e-01 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1.85329616e-01 -1.64328247e-01 1.20316356e-01\\n3.74259166e-02 -5.07009983e-01 3.77264142e-01 -4.61399332e-02\\n-3.29699874e-01 1.29200742e-02 4.16063130e-01 2.55316556e-01\\n-8.87309909e-02 -3.49061452e-02 -1.18126377e-01 1.64474785e-01\\n2.93811113e-02 3.67938459e-01 -1.11943677e-01 -4.43264812e-01\\n-4.05919790e-01 1.78947031e-01 -2.66234577e-01 1.12964772e-03\\n6.46589026e-02 4.32083786e-01 -2.48052292e-02 8.70360062e-02\\n4.95590389e-01 -1.95871115e-01 -2.87681282e-01 -4.21056271e-01\\n-1.87379614e-01 -2.11080045e-01 -1.12561956e-01 -5.73445633e-02\\n1.99748904e-01 -3.09953570e-01 -2.45363235e-01 -4.99587715e-01\\n8.14421773e-02 -2.94173717e-01 -3.18146124e-03 -3.42493095e-02]]',\n", + " 'Headquartered in Thun, Switzerland, TOFWERK aims to bring the advantages of our time-of-flight technology to new markets and applications. With team members in Switzerland, Germany, China and the United States, we offer a family of end-user research products and custom instrument designs for OEM partners and research laboratories. TOFWERK is seeking an analytical scientist to develop and demonstrate new applications of our chemical ionization (CI) time-of-flight mass spectrometers (TOFMS), with emphasis on the Vocus PTR-TOF. The scientist will work within our Applications Department in support of our Vocus PTR-TOF and API-TOF product teams. He/she will be independently tasked with increasing the breadth and quality of analyses based on these instruments. The scientist will be active in relevant scientific communities in order to stay updated on trends and advances and to engage potential customers and collaborators. As the company’s expert on CI-TOFMS applications, he/she will communicate the capabilities of TOFWERK technology to prospective customers; lead product demonstrations; represent TOFWERK at international scientific meetings; support the Marketing Department in the production of technical promotional material; and formally present data in conference presentations, research reports, application notes, and peer-reviewed publications. He/she will work with other members of the Applications Department to ensure that all analyses at TOFWERK utilize the best available methods and technology. Based on his/her knowledge of the field and use of TOFWERK technology, the application scientist will provide suggestions and feedback to the Software and R&D Departments regarding potential short- and long-term product improvements and developments. Requirements PhD in Analytical Chemistry or related field 4+ years of experience using mass spectrometry for applied research or sample analysis, including method development Ability to work independently in the laboratory, including: experiment design, sample preparation, operation of scientific equipment, and data interpretation Strong background in data analysis, including statistics and spectral interpretation Interest in interacting with customers and prospective customers Confident and effective communicator Willingness to travel up to 30% per year for scientific conferences and customer site visits at European and international locations Fluency in English Desirable Experience and Expertise Use of any of the following: PTR-MS, chemical ionization MS, TOFMS, real-time trace gas analyzers Expertise in any of the following fields: biogenic VOCs, forensics, fragrances, flavors, breath analysis, atmospheric science Experience running and characterizing prototype scientific equipment Familiarity with any of the following: high vacuum systems, ion optics, ion-molecule reaction chemistry Competence in laboratory electronics and use of diagnostic equipment We Offer Exciting projects in state-of-the-art mass spectrometry An open culture that encourages new ideas A creative international team Flexible work times A bright, spacious workplace on the river in beautiful Thun We look forward to receiving your application at jobs@tofwerk.com. Please send all attachments in pdf format.',\n", + " '[\"Research\", \"Collaboration\", \"Communications\", \"Operations\", \"Presentations\", \"Creativity\"]',\n", + " '[\"Real Time Data\", \"Product Demonstration\", \"Chemical Ionization\", \"Research Reports\", \"Sample Preparation\", \"Data Presentation\", \"Interactivity\", \"Analytics\", \"Statistics\", \"Vienna Development Methods\", \"Prototype (Manufacturing)\", \"Spectrometer\", \"Activism\", \"Mass Spectrometry\", \"Analytical Chemistry\", \"Instrumentation\", \"Vacuum Systems\", \"Productivity Improvement\", \"IText (Free PDF Software)\", \"Atmospheric Sciences\", \"Electronics\", \"Optics\", \"Survey Data Analysis\", \"Applied Research\", \"Receivables\", \"Chemistry\", \"Sample Analysis\", \"Experience Design\", \"Sampling Design\", \"Residual Gas Analyzer\", \"Peer Review\", \"Application Notes\", \"Long-Term Potentiation\", \"User Research\", \"Application Programming Interface (API)\", \"Integrated Product Team\"]',\n", + " \"['English', 'Kannada']\"],\n", + " ['4',\n", + " 'software engineer fullstack (66)',\n", + " 'Basel, BS',\n", + " '',\n", + " '',\n", + " '[[-2.52661198e-01 2.91340828e-01 4.71698552e-01 -5.21422885e-02\\n4.27083135e-01 -1.98471665e-01 -2.21223384e-03 4.32452738e-01\\n-6.25165403e-02 -3.49663585e-01 -5.25599532e-03 -2.97615170e-01\\n-1.34053707e-01 8.45072344e-02 1.67076200e-01 4.05939609e-01\\n3.02087337e-01 1.43080398e-01 -2.26444244e-01 4.20307934e-01\\n9.49407965e-02 -3.22934873e-02 1.62525013e-01 6.52309537e-01\\n3.02122772e-01 -7.98991024e-02 -8.19858834e-02 -8.62564221e-02\\n-2.14111686e-01 -3.20390999e-01 4.27318215e-01 3.90289761e-02\\n-2.88709477e-02 -3.44807297e-01 1.41980901e-01 -1.39483251e-04\\n-1.91043332e-01 -6.84119985e-02 -1.91666037e-02 1.73823237e-01\\n-4.90008861e-01 -2.85763085e-01 7.63083175e-02 5.24346996e-03\\n-2.65376985e-01 -2.85741389e-01 7.78749064e-02 -1.35885432e-01\\n1.05810434e-01 7.26194903e-02 -4.53298628e-01 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Our customer benefits from many years of successful company history and is one of the strongest players in the retail market and strongly growing in the food service provider business. Today, they have operations in many European countries and have recently extended businesses into the US. The company is now building up an internal engineering team with the goal to increase the speed and agility of innovation. For this, we are searching a highly motivated and experienced leader and expert in the role of: Software Engineer - Fullstack 80-100% (F/M) Software engineering for you is more about a clean codebase, paradigms and algorithms than languages, frameworks or platforms. You have chosen your favorite stack, but you are able to get stuff done in any environment you need to and with every change you leave the codebase better off than before. You will be one of the first members of a new software engineering team and will work on many different projects and touch many different systems: from the apps backend (REST webservices) to the demand forecasting service and the cash register. Your key Responsibilities Create new and work on existing systems across a wide range of projects (e.g. a clean and elegant API layer spanning across all legacy systems, backend APIs consumed by the web and mobile apps, production tooling for the machine learning models etc.) Improve and maintain the production environment, for example by adding monitoring and alerting (DevOps) Work closely together with the frontend engineering and data science teams your personality Software development experience in a general-purpose programming language BSc degree in Computer Science, similar technical field of study or equivalent practical experience Ability to quickly get up to speed in any programming language or system if needed Ability to tackle problems outside your comfort zone Excellent spoken and written communication skills in English additional Desirable skills and experiences Experience in any of the following programming languages: Java, C/C++, C#, Python, JavaScript, Rust or Go Experience working with one or more from the following: web application development, Unix/Linux environments, distributed and parallel systems, service oriented architectures, REST APIs, developing large software systems Experience working in teams following an agile software development methodology Basic knowledge of German 9 out of 12 points on “The Joel Test” (https://www.joelonsoftware.com/2000/08/09/the-joel-test-12-steps-to-better-code/) your perspectives This will be one of the few opportunities to play a major role in a key initiative in a large international organization, right from the beginning! You will be a key player to build products for a customer base of more than 5 million people across 5 countries. You will have access to resources of a big corporate but get the freedom of working in an uncomplicated environment. The company does fully support flexible working models e.g. home office, if you wish to benefit from this. Finally, personal development will be supported to develop required skills - and an attractive compensation package, reflecting the importance of this role, will be offered.',\n", + " '[\"Innovation\", \"Operations\", \"Written Communication\"]',\n", + " '[\"Application Development\", \"Web Applications\", \"Codebase\", \"Accessioning\", \"Agility\", \"KM Programming Language\", \"Computer Science\", \"Consumables\", \"Service-Oriented Architecture\", \"Mobile App\", \"Cash Register\", \"Software Systems\", \"Component Object Model (COM)\", \"M (Programming Language)\", \"Layering\", \"Maintainability\", \"E (Programming Language)\", \"Python (Programming Language)\", \"Linux\", \"Software Engineering\", \"Machine Learning Methods\", \"Agile Software Development\", \"Data Science\", \"C (Programming Language)\", \"Library For WWW In Perl\", \"AD Model Builder (ADMB)\", \"International Organizations\", \"C# (Programming Language)\", \"Personalization\", \"JavaScript (Programming Language)\", \"Software Development Methodologies\", \"Demand Forecasting\", \"Finalization\", \"Reflectivity\", \"Service Provider\", \"Software Development\", \"Distributed Computing Environment\", \"Language Experience Approach\", \"Algorithms\", \"Additives\", \"Rust (Programming Language)\", \"Resourcing\", \"Personality Development\", \"Food Services\", \"Java (Programming Language)\", \"Unix\", \"Application Programming Interface (API)\", \"Web Application Development\", \"Custom Backend\", \"DevOps\", \"RESTful API\"]',\n", + " \"['English', 'Punjabi']\"],\n", + " ['82',\n", + " '.net architect (application engineer)',\n", + " 'Zürich',\n", + " 'Staffing & Outsourcing',\n", + " 'www.nicollcurtin.com',\n", + " '[[-2.77217567e-01 2.89839715e-01 5.29598236e-01 -6.21583387e-02\\n3.98836106e-01 -2.10048586e-01 -5.37508726e-02 3.74461085e-01\\n-5.22886664e-02 -3.67497116e-01 -1.33016601e-01 -3.30079228e-01\\n-8.94003212e-02 5.67607321e-02 1.58059210e-01 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-1.27944008e-01\\n1.93469241e-01 -4.29118484e-01 -5.97622618e-02 -7.79252797e-02\\n-1.65972903e-01 -3.37188184e-01 -4.81122322e-02 -2.61205453e-02]]',\n", + " 'Location: Zurich – Switzerland Job type: Permanent Salary range: up to 150.000 CHF (depends on your expertise) One of our Zurich based Swiss clients is currently seeking a .NET Architect who will be part of a team of .NET, SharePoint and web application developers responsible for a portfolio of applications in various life-cycle phases from inception to decommissioning. Responsibilities: You will architect, design and deliver new solutions in close collaboration with the internal customer and the relevant IT business domains as well as maintain and improve established applications running on different cloud platforms. Your main tasks will be to: Interact with customers from all domains within the company Define and review the architecture of new solutions Lead small to medium-sized projects, sometimes several in parallel Collaborate with internal and third-party resources on the business and technical side Support customers with business analysis, producing requirements and design artefacts Deliver software development projects on time, within budget and in high quality Deploy solutions to various environments (Development, Test, Production) Requirements: Experienced in dealing with demanding customers and strict governance Well-versed in the architecture of modern web applications based on Microsoft technology Adapt in agile development frameworks like SCRUM using AzureDevOps (VSTS) Extensive cloud know-how (ideally Azure) for Continuous Integration/Deployment (CI/CD) Skilled in web technologies like HTML, CSS, JavaScript/TypeScript and frameworks (Angular 7) Experienced in server-side services in .NET using Visual Studio, including newest .NET Core Adapt database design skills and implementations on MS SQL Practical knowledge in front-end design, data visualisation and workflow processes Fluent in English, written and spoken Good to have: Experience with SharePoint 2013/2016 apps development as well as platform improvements are an advantage German language For more information on this .NET Architect PERMANENT job in Zurich, please send your CV to mark.csepe@nicollcurtin.com or alternatively, you can call me on +41 44 578 5327. Please note that while we are grateful for all job applications, only the most suitable will be contacted. Thank you very much for your interest.',\n", + " '[\"Collaboration\", \"Written English\", \"Governance\", \"Adaptability\"]',\n", + " '[\"Web Applications\", \"Integrated Development Environments\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Life Cycle Assessment\", \"Continuous Integration\", \"Customer Support Analyst\", \"TypeScript\", \"Alternators\", \"Component Object Model (COM)\", \"Maintainability\", \"Scrum (Software Development)\", \"Idealization\", \"Cloud Platform System\", \"HyperText Markup Language (HTML)\", \"Server-Side\", \"Database Design\", \"Microsoft Visual Studio\", \"Product Testing\", \"Budgeting\", \"Front End Design\", \"JavaScript (Programming Language)\", \"Business Analysis\", \"Angular (Web Framework)\", \"Front End (Software Engineering)\", \"Software Development\", \"Resourcing\", \"Scaled Agile Framework\", \"Customer Demand Planning\", \"Workflows\", \"ASP.NET Core\", \"SQL (Programming Language)\", \"Product Requirements\"]',\n", + " 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extend our technical infrastructure to incorporate cloud technologies Work very closely with the data science team, business users and fellow technology colleagues on a daily basis. Ideal candidates will be involved in designing and building the infra for a new analytics platform which is then to be used to monitor and optimize the consumption of balance sheet capacity, capital, liquidity and funding and manage the risk exposure of the consolidated balance sheet Your profile: Degree in Computer Science or Financial Engineering Strong knowledge of Python with an additional working knowledge of Java being a distinct advantage Practical knowledge of how to implement CI/CD pipelines with TeamCity, Jenkins, Bamboo etc Good analytical skills and mathematical fluency (e.g. a growing interested in R, Scala, NoSQL, Spark etc.) Good understanding of data storage, cloud computing, interfaces, visualization and streaming data Entrepreneur at heart who is continuously looking for ways to improve and enhance the systems around you Highly numerate with logical analytical thought process and attention to details Reliable when working independently, with sound judgment for when to escalate issues Critical thinker who communicates clearly and enjoys the challenges of a fast-paced environment Committed team player with good interpersonal skills, enthusiasm and output vision Someone who actively keeps up-to-date with technology Keen to work with both structured and unstructured data - we have lots of it Benötigte Skills Python Python JAVA R Scala NoSQL',\n", + " '[\"Analytical Skills\", \"Decisiveness\", \"Infrastructure\", \"Management\", \"Communications\", \"Enthusiasm\", \"Reliability\"]',\n", + " '[\"Python Server Pages\", \"Tooling\", \"NoSQL\", \"Jenkins\", \"Capitalization\", \"Balance Sheet\", \"Computer Science\", \"Analytics\", \"Data Streaming\", \"Atlassian Bamboo\", \"Visualization\", \"Scala (Programming Language)\", \"Activism\", \"Optical Data Storage\", \"Python (Programming Language)\", \"Financial Engineering\", \"E (Programming Language)\", \"Cloud Storage\", \"Pipelining\", \"Unstructured Data\", \"Data Science\", \"Consolidation\", \"Storages\", \"R (Programming Language)\", \"Teamcity\", \"Resourcing\", \"Liquidation\", \"Additives\", \"Java (Programming Language)\", \"Cloud Computing\", \"Cloud Technologies\"]',\n", + " \"['English', 'Hiri Motu', 'Occitan']\"],\n", + " ['75',\n", + " '.net software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-3.26071709e-01 3.50536972e-01 4.43049341e-01 -6.00995608e-02\\n4.40838099e-01 -9.09960791e-02 1.41270429e-01 1.64904892e-01\\n3.09199281e-03 -2.91167289e-01 -1.74425870e-01 -1.50007039e-01\\n-6.64450135e-03 -3.99732552e-02 1.27556086e-01 3.85261118e-01\\n4.12829012e-01 1.66202988e-02 -1.39825940e-01 2.48754621e-01\\n5.91092631e-02 2.56466754e-02 1.96477082e-02 5.81444383e-01\\n4.18029547e-01 -8.38148594e-03 -3.52266915e-02 1.67149976e-01\\n-2.17727140e-01 -3.39448303e-01 3.57129723e-01 -9.37960446e-02\\n-1.82485044e-01 -2.12177798e-01 4.81510460e-02 7.94045106e-02\\n-1.34372413e-01 -4.71911617e-02 -1.10350875e-03 3.85697000e-02\\n-3.24790657e-01 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This position includes not only software development, but also analysis of the requirements and specification design. In more detail your area of duties will be: Software Design and Development (In cooperation with the Business Experts): - Studying information needs, system flows, data usage and work processes - Investigating problem areas - Producing the required documentation (screen layout, business rules and other documentation) - Developing software solutions - Solutions Testing, Installation and Support: - Defining and executing unit and regression tests, as well as user support during acceptance tests - Preparing the installation of the solutions - Producing the required documentation - Providing second level support Operations Improvements: - Conducting systems analysis and recommending changes About you: As a Software Engineer you have at least four years experience in designing and developing software solutions, bringing along the following experience/profile: - Proficiency in .NET programming (C#), Web development (Angular, TypeScript, Web Services, WebAPI), databases (SQL Server, TRANSACT-SQL, Oracle), data modeling, and performance tuning of both .NET and T-SQL code ) - Strong analytical and problem solving skills - Excellent communication and language skills in English (proficient verbal and in writing), as you will interact with the IT and the Business community on a daily basis (as well as German) - High motivation and capable of working in a challenging international environment in across location teams - Ability to work effectively both within a team and also independently - Driven towards finding solutions and being responsive - Experience in the insurance or reinsurance business is a plus - A university degree or equivalent (e.g. Fachhochschule) in Computer Science Benötigte Skills Versicherung Englisch Konzeptionell / Analytisch .NET C# Angular SQL Server Transact-SQL Oracle Support Test Softwarearchitektur',\n", + " '[\"Writing\", \"Cooperation\", \"Investigation\", \"Problem Solving\", \"Communications\"]',\n", + " '[\"Operations Support Systems\", \"Programming (Music)\", \"Interactivity\", \"Computer Science\", \"Analytics\", \"Data Modeling\", \"Regression Testing\", \"Solution Deployment Descriptor\", \"TypeScript\", \"SQL (Programming Language)\", \"Installation\", \"E (Programming Language)\", \"Design Specifications\", \"Levelling\", \"Web Development\", \"Executable\", \"Reinsurance\", \"Software Engineering\", \"Transact-SQL\", \"Web Services\", \"C# (Programming Language)\", \"Acceptance Test Procedures\", \"Installation Testing\", \"Software Design\", \"Angular (Web Framework)\", \"Performance Tuning\", \"Software Development\", \"Business Communication\", \"Data Flow Diagram\", \"Systems Analysis\", \"Microsoft SQL Servers\", \"Data-Flow Analysis\"]',\n", + " \"['English', 'Chuang', 'Latin', 'Arabic']\"],\n", + " ['27',\n", + " 'junior software engineer medco for the department of information systems',\n", + " 'Lausanne',\n", + " 'Healthcare Services & Hospitals',\n", + " 'www.chuv.ch',\n", + " '[[-3.00035059e-01 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-2.48703182e-01\\n-3.55325818e-01 2.39375353e-01 -4.14124914e-02 1.02587633e-01\\n2.35460699e-04 5.12061715e-01 3.74462493e-02 1.58546656e-01\\n3.61870110e-01 -7.27597475e-02 -2.90184677e-01 -3.13117445e-01\\n-1.83845267e-01 -2.68800318e-01 -5.72934300e-02 -4.00517508e-02\\n3.03331316e-01 -3.99256349e-01 -1.82873636e-01 -3.26407313e-01\\n-5.16338795e-02 -3.46780002e-01 -5.22978529e-02 -3.55726704e-02]]',\n", + " 'The Lausanne University Hospital (CHUV) is one of five Swiss university hospitals. Through its collaboration with the Faculty of Biology and Medicine of the University of Lausanne and the EPFL, CHUV plays a leading role in the areas of medical care, medical research and training. The mission of the Data Science group, wich part of CHUV Department of Information Systems, is to foster the adoption and use of data science and innovative tools in medical informatics within the hospital to significantly improve biomedical research and hospital key processes. To achieve this ambitious goal, one of the core tasks of the group is to develop the necessary IT infrastructure for providing physicians and scientists with the means to smoothly access and use, for their clinical research projects, the massive volume of clinical data that every day is generated within the hospital. Our current and future challenges lie at the intersection of big data, medical informatics, data protection and artifical intelligence. To address these challenges and push the bar furhter, a part of the Data Science Group is specifically focused on projects in Medical Informatics that will explore innovative Tools and technologies for implementing new prototype applications that could potentially be deployed in operational settings. As a Junior Software Engineer within our Data Science team, you will be responsible for : Defining technical and functional specification for new medical informatics applications based on end-users (scientists, physicians and IT experts) requirements and latest technological advances from the research academic community Developing and documenting robust and mature proofs of concept and prototypes of these applications and help in the transition to production environments within the team. In your past experiences, you have shown a proven track record of crafting innovative and elegant software solutions and the capacity to fully document the solutions you have developed. Your are passionate about technology and excited about working in the medical field. Requirements This position requires a university degree in Computer Science or Medical Informatics or equivalent discipline with : Proficiency in at least one object-oriented design development and data-driven development language (JAVA is highly preferable, Go is a plus) Excellent understanding of data structures and algorithms Ability to implement robust prototypes almost ready for deployment in production settings Experience with RESTful JSON APIs and design of micro-services and Web services Experience with relational database management systems and SQL Experience with front-end Framework such as VueJS, WebSockets ans HTML/CSS Experience with DevOps Tools for software deployment and automation using containerization frameworks such as Docker (Kubernetes and Docker Swarm are a plus) Experience with Agile software development as a team and version control (OAuth, OpenID connect, etc.) Oral and written proficiency in French is required to help you interact with end-users and peers on a daily basis. Benefits If you become an employee at the Centre Hospitalier Universitaire Vaudois, we will offer you the following : High social benefits Three days of training per year 25 working days of vacation per year Very good restaurants with preferential rates. ',\n", + " '[\"Research\", \"Collaboration\", \"Hospitality\", \"Operations\", \"Innovation\", \"Socialization\"]',\n", + " '[\"Automation\", \"Kubernetes\", \"Tooling\", \"Accessioning\", \"Model-Driven Development\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Computer Science\", \"Informatics\", \"Relational Database Management Systems\", \"MASSIVE (Software)\", \"Prototype (Manufacturing)\", \"OAuth\", \"IT Infrastructure\", \"Version Control\", \"DevOps\", \"Prototyping\", \"Docker Swarm\", \"Track (Rail Transport)\", \"Medic\", \"HyperText Markup Language (HTML)\", \"Containerization\", \"Functional Specification\", \"Software Engineering\", \"Agile Software Development\", \"Data Science\", \"Web Services\", \"Docker (Software)\", \"Biology\", \"Management Systems\", \"Clinical Research\", \"Object-Oriented Design\", \"Big Data\", \"Community Development\", \"Clinical Data Warehouse\", \"Data Structures\", \"Front End (Software Engineering)\", \"Relational Databases\", 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solutions based on different programming languages•Support for operational requirements of specific parts of the business, like troubleshooting and system migration•Responsible for system administration activities•Create all important documentation•Track, Troubleshoot and resolve system related problems•Apply and write suitable testing procedures and scriptsYour skills•Experience in at least one of these programming languages (HTML, CSS, JavaScript, Python, .NET, MS Office)•Background in Frameworks/Applications as React, VS code, Git, Svelte•Excellent communication skills•Experience in dynamic environment•Fluent spoken and written EnglishYour horizonsWe offer you a nice challenge at one of the world's leading companies. Spring Professional provides one of the most comprehensive benefits package in the industry to contract employees! Don't miss it! Next to a fix salary you will gain from nice fringe benefits offered by our client.About Spring ProfessionalAdvance your career, find a job that you love or discover a new opportunity for professional growth – we believe in these goals and work every day to help you achieve them. Spring Professional is a subsidiary of The Adecco Group specialising in temporary and permanent placement of qualified professionals.Find out what we can do for you. Apply for this job, or for one of over 500 other vacancies at SpringProfessional.chYour contactInformation Technology A406, looks forward to answer your questions by phone +41 58 233 4580.You can apply directly online.Please mention reference JN -112019-297967 in your application.JN -112019-297967\",\n", + " '[\"Writing\", \"Professionalism\", \"Communications\", \"Operations\", \"Troubleshooting (Problem Solving)\"]',\n", + " '[\"System Administration\", \"Nice (Unix Utility)\", \"KM Programming Language\", \"Programming (Music)\", \"Project-Based Solutions\", \"Python (Programming Language)\", \"Git Flow\", \"Cascading Style Sheets (CSS)\", \"Financial Information eXchange (FIX) Protocol\", \"JavaScript (Programming Language)\", \"HyperText Markup Language (HTML)\", \"Web Application Frameworks\", \"Industrialization\", \"React.js\"]',\n", + " \"['English', 'Welsh', 'Flemish', 'Sango']\"],\n", + " ['57',\n", + " 'embedded c++ software engineer',\n", + " 'Argovia',\n", + " '',\n", + " 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-1.80279464e-01\\n-2.78867334e-01 2.42230162e-01 -3.61404300e-01 1.94596037e-01\\n-1.12791874e-01 3.12070161e-01 9.98944789e-02 1.26493871e-01\\n3.19472939e-01 -1.18930086e-01 -1.55731246e-01 -2.04266027e-01\\n-2.57170141e-01 -1.96373388e-01 2.19955202e-02 -5.13605494e-03\\n2.05219075e-01 -3.65293950e-01 -9.23338234e-02 -3.75380516e-02\\n-1.17860779e-01 -3.92964602e-01 -4.78049144e-02 -1.81852803e-01]]',\n", + " 'We are currently looking on behalf of one of our important clients for an Embedded C++ Software Engineer. This role is permanent position based in Aargau Canton. Your role: Concept, design & develop multitasking real-time / embedded software with C ++ 11 under QNX. Help shape the architecture, specification & implementation of embedded software for a future generations of Laser Tracker systems. Design & implementation unit & system tests. Create development & troubleshooting tools. Collaborate in agile SW development process with various interdisciplinary teams & cooperate closely also with application testers. Your Skills: Strong knowledge in the development of embedded software with C ++ in real-time applications. Experienced with modern real-time operating systems (QNX, RT Linux etc.). Ideally experienced in planning & implementing software tests (unit, integration & system tests). Knowledge of current design methods (design patterns, UML, TDD, etc.) is desirable. Skills & experience in Python is considered advantageous. Your Profile: Completed University Degree in Electrical Engineering or Computer Science. Dynamic, up for big challenges & comfortable in high-tech environments. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format to sem@helvetica-partners.com You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " '[\"Positivity\", \"Cooperation\", \"Planning\", \"Multitasking\", \"Integration\", \"Troubleshooting (Problem Solving)\"]',\n", + " '[\"Real Time Data\", \"Test-Driven Development (TDD)\", \"Agility\", \"Real-Time Application Interface (RTAI)\", \"Unit Testing\", \"Computer Science\", \"UML Tool\", \"Collaboration Tools\", \"Distributed Design Patterns\", \"Embedded C++\", \"QNX (Software)\", \"Web Design Concepts\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Linux\", \"High Tech Manufacturing\", \"Idealization\", \"Software Engineering\", \"Operating Systems\", \"Design Methods\", \"C (Programming Language)\", \"Electrical Engineering\", \"Laser Tracker\", \"Receivables\", \"Systems Design\", \"Software Testing\", \"Embedded Software\", \"Real-Time Operating Systems\", \"System Testing\", \"Process Driven Development\"]',\n", + " \"['English', 'Czech', 'Turkmen', 'Bislama', 'Norwegian']\"],\n", + " ['94',\n", + " 'saas & open-data development engineers',\n", + " 'Rolle',\n", + " '',\n", + " '',\n", + " '[[-8.84736553e-02 2.41919011e-01 6.12432182e-01 1.17697574e-01\\n6.16215467e-01 -6.42231181e-02 -1.31970704e-01 5.38616717e-01\\n-1.32668704e-01 -3.84660423e-01 3.77689451e-02 -3.60987097e-01\\n-6.04589283e-02 2.30093494e-01 1.72765180e-01 4.34548855e-01\\n1.83192998e-01 3.63055579e-02 -1.65740162e-01 2.67881513e-01\\n1.02243528e-01 -4.69515361e-02 3.48026693e-01 7.76968122e-01\\n3.32396507e-01 -1.38146371e-01 -6.98562413e-02 6.62104115e-02\\n-2.60016054e-01 -8.67173597e-02 4.17284906e-01 1.27730161e-01\\n-3.32209557e-01 -4.02919441e-01 1.16316535e-01 5.55696450e-02\\n-2.37498611e-01 -1.31318599e-01 -2.92957388e-02 1.12921357e-01\\n-5.80412507e-01 -3.28383714e-01 -8.09447616e-02 6.74306750e-02\\n-3.46572906e-01 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You have been exposed to one or several IAAS & PAAS infrastructures such as AWS, GE-Digital Predix, IBM-BlueMix/Watson, VMware... You are experienced in finding and structuring and collecting different data streams (weather, finance, industrial signals, social events). You strongly believe automated machine learning and artificial intelligence coupled with big data can change the game in many industrial sectors. You worked open-data correlations with industrial signals, weather, events, calendar, financial markets, economic indicators. You applied it to real use case in operations and markets, for energy, utilities, industry, retail, transport or freight sectors. You cooperate with leading partners like GE - Digital, IBM-Analytics, Cisco-IOT with Industry leader customers in EU & US & Asia, like Arcelor, EDF, ALPIQ, ELIOR, METRO... Predictive Layer will bring you a unique opportunity to develop, deploy, or operate leading-edge predictive services for different customers worldwide, on different markets: Energy, Industry, retail, Catering, Transport and many more... At Predictive Layer, We cultivate a team-based environment where we strive for personal growth and a substantial contribution from all our team members. If you desire a career where you can drive innovation while working in an dynamic environment where innovative thinking, creativity and motivation are recognized and rewarded, then come and join us! Back to opportunities Send us your resume - Let's meet! careers@predictivelayer.com Position reference: #2017-OOE-003\",\n", + " '[\"Cooperation\", \"Infrastructure\", \"Operations\", \"Creative Thinking\", \"Innovation\", \"Socialization\", \"Positivity\"]',\n", + " '[\"Automation\", \"Collections\", \"Analytics\", \"Data Streaming\", \"Prediction\", \"Industrialization\", \"IBM Bluemix\", \"Energy Market\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Component Object Model (COM)\", \"Layering\", \"Weathering\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Cloud Operations\", \"Predix\", \"Financial Market\", \"Machine Learning Methods\", \"Finance\", \"Digitization\", \"Personalization\", \"Cisco Networking\", \"Location-Based Services\", \"Artificial Intelligence\", \"Big Data\", \"Coupling\", \"Operations Management\", \"Economic Indicators\", \"Cultivator\"]',\n", + " \"['English', 'Pushto', 'Venda', 'Northern Sami']\"],\n", + " ['17',\n", + " 'data 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8.99055600e-02 -1.87737614e-01 1.59438118e-01\\n-6.67132884e-02 2.97512829e-01 -1.98901206e-01 -2.20736310e-01\\n-3.31923842e-01 1.41132772e-01 -9.16024297e-02 1.81684241e-01\\n3.55431437e-02 4.12354469e-01 7.65552893e-02 4.04589027e-02\\n3.89421374e-01 -1.51551468e-02 -2.70998240e-01 -2.18103588e-01\\n-2.26548940e-01 -1.72021717e-01 -1.16660625e-01 -9.22714770e-02\\n2.63544202e-01 -2.78902918e-01 -6.21061912e-03 -2.97500670e-01\\n-2.16268674e-01 -5.27362585e-01 1.41717307e-02 -1.07467048e-01]]',\n", + " 'OUR COMPANY Our mission is to deliver solutions to the financial services industry, driving business and technology change through proven global expertise. Axxiome is a name synonymous with quality and value for financial services organizations that are looking to improve or build upon their IT operations. With offices and subsidiaries in many countries across 4 continents, Axxiome excels in transforming legacy banking and insurance platforms to modern solutions and is considered a leader in implementation and integration of digitization initiatives across the globe. In Cooperation with the Business Engineering Institute St.Gallen AG (BEI AG) we are building up a Data Science team for financial services. Innovation based on science and projects will lead us to success. BEI AG is the leading company for turning knowledge gained from research and science into practice-oriented consulting and innovative solutions. Join our team as DATA SCIENCE MANAGER F/M SWITZERLAND JOB DESCRIPTION As Data Science Manager you will manage a team of 3-5 highly educated and experienced data science analysts and developers, collaborate with the BEI AG and be responsible with your team for innovation and accurate data collection, processing, modelling and analysis to drive business. Lead data science projects end to end and coordinate functional teams/developers of 3-5 employees Mine, analyze customer data to drive optimization and improvement of products, marketing techniques and business strategy with your team Develop/use predictive statistics behavioral or other models by machine learning and/or traditional statist. modeling techniques to increase and optimize customer experience and revenue generation Develop data models, algorithms, tools and methods Applied knowledge of the configuration options of modules within or across packages to functional solutions using detailed knowledge of package capabilities to meet business requirements Create showcases how BI data can help to facilitate and drive business decisions focused on Financial Services Industries Connect findings to business initiatives and approach customer at various management levels to create opportunities REQUIREMENTS Master’s degree in engineering, computer science, physics, math or economics Familiar with the principles of modelling 5 years of experience Project Management SQL database management and maintenance skills Several years developing sustainable customer relations Fluent in German and English ADDITIONAL AS A PLUS Machine Learning, AI Python; R and/or SPSS knowledge or equivalent tools WE OFFER Unleash your potential in an international company with flat hierarchies. Enjoy a maximum of personal freedom. A structured onboarding process ensure that our new hires get familiar with Axxiome, receive right tools and feel seen and accountable. An attractive salary model with performance-based bonuses, a generous home office regulation, a company car for private use and other benefits of a modern consulting company round off our offer to you. As a top performer, you also participate directly in the company’s success through an investment model. To ensure that your knowledge is always “state-of-the-art”, you regularly take part in internal and external training courses. An intensive training and a regular coaching enable you to reach your personal goals. YOUR APPLICATION Please apply online with your complete set of documents, including your desired salary and your possible starting date at recruiting.dach@axxiome.com. For any questions please don’t hesitate to contact Hardy Schwarzer, Recruiting Manager Europe at Axxiome (hardy.schwarzer@axxiome.com, +49 151 27 655 588).',\n", + " '[\"Research\", \"Cooperation\", \"Collaboration\", \"Coordinating\", \"Decisiveness\", \"Management\", \"Accountability\", \"Operations\", \"Integration\", \"Innovation\", \"Consulting\"]',\n", + " '[\"Tooling\", \"Computer Science\", \"Statistics\", \"Prediction\", \"Technological Change\", \"Business Strategies\", \"Financial Services\", \"Sustainable Development\", \"Service Level Management\", \"Onboarding\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"M (Programming Language)\", \"Customer Data Integration\", \"Performance Based Contracting\", \"Process Modeling\", \"Statistical Modeling\", \"SQL Plan Management\", \"Investments\", \"Machine Learning Methods\", \"Data Science\", \"Business Requirements\", \"Logical Data Models\", \"Digitization\", \"R (Programming Language)\", \"Personalization\", \"Physics\", \"Receivables\", \"Service Innovation\", \"Modulation\", \"Economics\", \"Product Marketing\", \"Banking\", \"Project Management\", \"Algorithms\", \"Customer Experience\", \"Service Industries\", \"Additives\", \"Data Collection\", \"Job Descriptions\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"New Hire Orientations\"]',\n", + " \"['English', 'Chinese', 'Xhosa']\"],\n", + " ['105',\n", + " 'frontend engineer (m/f)',\n", + " 'Zürich',\n", + " 'Internet',\n", + " 'www.smallpdf.com',\n", + " '[[-4.26356867e-02 2.17359364e-01 5.42060494e-01 -5.14482819e-02\\n4.81459022e-01 -2.47155696e-01 7.70751685e-02 3.83561611e-01\\n-7.61580393e-02 -4.18908447e-01 -1.47926528e-02 -3.62792462e-01\\n-9.29435715e-02 1.75257578e-01 5.87201007e-02 3.43884677e-01\\n2.85040706e-01 1.12520024e-01 -2.44654283e-01 3.55138689e-01\\n2.96462566e-01 -1.12063155e-01 4.66714986e-02 6.95091784e-01\\n4.14578646e-01 -9.51050743e-02 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-3.37287456e-01 3.88290937e-04 -1.68185696e-01]]',\n", + " 'Smallpdf is the most used online PDF software and belongs to the 500 most visited website worldwide. The 5-year-old company is one of the most recognized and awarded startups in Switzerland and has the ambition to simplify the life of its customers. As a senior team full of passion for design, engineering, and business we create remarkable user experiences. Join our cross-functional team and have a direct impact on how over 20 million users worldwide work with documents. Our team enjoys open-source, adopting the latest technologies and solving tricky frontend challenges to create outstanding user interfaces. As a Frontend Engineer at Smallpdf, you will work closely with the team to improve and extend our product. What you will do: Team up with our designers and developers to create great user experiences and reliable interfaces Work closely with our team to tie the front-end to our back-end infrastructure Implement new features and improve existing ones We use the latest technologies, including: ES6 Webpack React Redux Redux-Saga Check our stack via https://stackshare.io/smallpdf/frontend Requirements 3+ years of experience in developing web-based user interfaces Outstanding skills in Javascript (including some knowledge in Node.js) An obsession for interactions, animations, and visual details CSS, TDD, Git and Linux experience Experience with React is a plus Can excel independently and have a sense of ownership for your own work Fluent English Based in Zurich or willing to relocate Swiss or EU passport holder (or other permits that allow you to work in Switzerland) Benefits The chance to personally impact a successful & rapidly growing startup Opportunity to solve tricky frontend challenges using modern technologies Work in small teams that have direct impact on tools that are used by million of users Become part of a highly motivated and international team that pushes boundaries Fun company events, such as snowshoe hikes in the Swiss Alps, wake-surfing on lake Zurich, after work BBQs and more! Free German language course Regular Hack Days to challenge yourself Nice rooftop office in central Zurich If you like the job apply here please: https://apply.workable.com/smallpdf/j/62E4A9510C/apply/ By sending your application you allow Smallpdf to handle and store your data.',\n", + " '[\"Infrastructure\", \"Reliability\"]',\n", + " '[\"Tooling\", \"Test-Driven Development (TDD)\", \"Nice (Unix Utility)\", \"Cascading Style Sheets (CSS)\", \"Interactivity\", \"Visualization\", \"Component Object Model (COM)\", \"Node.js\", \"Linux\", \"Web Development\", \"React.js\", \"Open Source Technology\", \"IText (Free PDF Software)\", \"React Redux\", \"Webpack\", \"Animations\", \"Personalization\", \"JavaScript (Programming Language)\", \"Cross-Functional Team Leadership\", \"Civil Engineering Design\", \"Front End (Software Engineering)\", \"Back End (Software Engineering)\", \"Language Experience Approach\", \"Git Flow\", \"User Experience\", \"User Interface\", \"Adoptions\"]',\n", + " 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automated model training • Strategic data analysis and research: statistical tests, propagation of error, Identifying clusters and outliers • Building training/testing and validating datasets • SQL/ NO-SQL, C#, Python, C++ • Knowledge of agile development principles and experience in project methodologies. • MS or BSc in Software Engineering or equivalent experience. • Good team player and ambition to actively form a great company. • Azure or comparable cloud platform experience and large scaling web applications is a plus. • Fluent in English and German. • Understanding of CNC Manufacturing/CAD is a plus Benötigte Skills SQL NoSQL C# .NET Python Python C++ CAD',\n", + " '[\"Research\"]',\n", + " '[\"Web Applications\", \"Automation\", \"Python Server Pages\", \"Tooling\", \"NoSQL\", \"Propagator\", \"Computer Numerical Control (CNC)\", \"C++ (Programming Language)\", \"Activism\", \"Computer Vision\", \"Python (Programming Language)\", \"Cloud Platform System\", \"Dataset\", \"Iterators\", \"Statistical Modeling\", \"Pipelining\", \"Software Engineering\", \"Physician Data Query\", \"Image Processing\", \"Data Science\", \"Indexing\", \"Data Wrangling\", \"C# (Programming Language)\", \"Outliers\", \"Electronic Data Processing\", \"Agile Product Development\", \"Java Data Mining\", \"Validations\", \"Statistical Hypothesis Testing\", \"Parsing\", \"SQL (Programming Language)\", \"Data Analysis\"]',\n", + " \"['English']\"],\n", + " ['75',\n", + " 'data preparation expert',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-8.08659196e-02 3.70688587e-01 5.38214862e-01 5.78740872e-02\\n5.34247518e-01 -1.54058203e-01 8.74300972e-02 2.45906383e-01\\n-3.23704742e-02 -2.45659471e-01 -1.19101405e-01 -2.91236341e-01\\n1.19120695e-01 1.40811652e-01 7.15152472e-02 4.19706047e-01\\n2.71076262e-01 2.84780376e-02 -1.04007386e-01 2.38527924e-01\\n5.16347662e-02 -1.68829143e-01 7.76197854e-03 6.70121253e-01\\n5.75259984e-01 4.97042201e-02 -5.89566454e-02 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Lead customer data preparation by using our technology - Perform quality assurance, post-processing and reporting activities on customer data - Manage Proof of Concept (PoC) projects and bring structure and automation to the process - Analyse customer data requirements and ensure successful data delivery - Collaborate with our Sales and R&D teams to further develop our technology Minimum Qualifications: - Minimum of 4 years of experience as project manager, BI analyst, data analyst or data scientist - Proficient with office software (Excel) and scripting languages (Bash, Python, R) - Experience in managing data projects and reporting complex relationships in data - Excellent German and English language skills - Thinks big, gets things done, has fun and loves working with a high impact team! Preferred Qualifications: - Affinity to E-Commerce, data processing technology and enterprise software - Experience in ETL software, data transformation pipelines and data warehousing Benötigte Skills Konzeptionell / Analytisch Bash Python Python R Englisch ETL E-commerce',\n", + " '[\"Collaboration\", \"Quality Assurance\", \"Sales\"]',\n", + " '[\"Automation\", \"Python Server Pages\", \"Enterprise Application Software\", \"Data Management\", \"Data Warehousing\", \"Post Processing\", \"Python (Programming Language)\", \"Customer Data Integration\", \"Data Transformation\", \"Extract Transform Load (ETL)\", \"Pipelining\", \"E-Commerce\", \"Office Management Software\", \"R (Programming Language)\", \"Bash (Scripting Language)\", \"Electronic Data Processing\", \"Independent Analyst Platform\", \"Adapter Scripting Language\", \"Suspicious Activity Report\", \"Amazon Data Pipeline\", \"Customer Requirements Analysis\"]',\n", + " \"['English', 'Ido', 'French', 'Sundanese', 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Our company offers the full life-cycle of products development: ideation, design & prototyping, validation, scaling and maintenance. Responsibilities Build lean, scalable and secure applications based on modern technology stacks and well defined architecture. You write high quality, testable and efficient code by using best software development practices and state-of-the-art technologies. Represent the software development team, lead engineering initiatives, and provide feedback in planning and product channels. Partner with product, design, marketing, and branding to ensure projects are well-defined and successfully executed. Work closely with product managers, designers, QA and their leaders to ensure a cohesive user experience across all products. Assist in shaping the workflows of product development taking into consideration frontend and backend principles. Requirements Passionate about digital products delivering high quality secure applications. Eager to learn new technologies and doing quick proof of concepts. Ability to think out of the box of the happy path and incorporate the visibility of edge and corner cases into the software development process. Excellent organizational, decision making and communications skills. Comfortable to present to any audience and work with minimum supervision. Experience in the development, testing and deployment of scalable solutions via Docker on cloud infrastructure like AWS or Google Cloud. Proficiency with frontend programming languages such as HTML, CSS, JavaScript. Knowledge of multiple back-end languages (e.g. Python, Java, Scala) and JavaScript frameworks (e.g. React, Angular, Node.js). Familiarity with database technology like MySQL, PostgreSQL, MongoDB or ElasticSearch. Fluent English and German speaker and based in Zürich, Switzerland. What we offer An environment of growth: we thrive to create a safe environment for innovation, experimentation and self-development. We support our culture to improve current and develop new skills. Authenticity and transparency: a drama-free working environment, where you are valued as a contributor and acknowledge as part of the company. We emphasize your involvement at any stage of the development. Culture driven company: the most valuable asset of our company is our team. We spend a lot of hours together in and outside of the office and build strong relationships. Great location: You will work in our modern offices in the heart of Zürich. There will be a need to travel for meetings with customers, conferences, presentations and other activities. We seek individuals that can make the difference. We believe in rewarding success and offer a competitive package, including the possibility to participate in our share option plan. Are you the perfect match for this role? If so, please send your CV to: hr@ssut.ch',\n", + " '[\"Verbal Communication Skills\", \"Writing\", \"Presentations\", \"Ideation\", \"Planning\", \"Supervision\", \"Decision Making\", \"Innovation\"]',\n", + " '[\"Development Testing\", \"Production Management\", \"MySQL\", \"KM Programming Language\", \"Cascading Style Sheets (CSS)\", \"Life Cycle Assessment\", \"Branding\", \"Staging\", \"Scala (Programming Language)\", \"Authentications\", \"Activism\", \"PostgreSQL\", \"Python (Programming Language)\", \"Node.js\", \"Prototyping\", \"MongoDB\", \"E (Programming Language)\", \"Product Innovation\", \"Experimentation\", \"HyperText Markup Language (HTML)\", \"Executable\", \"Design Management\", \"React.js\", \"Docker (Software)\", \"Product Design\", \"Application Security\", \"Testability\", \"Pathing\", \"JavaScript (Programming Language)\", \"Scalability\", \"Sage SAFE X3\", \"Google Cloud\", \"JavaScript Frameworks\", \"Transparency (Human-Computer Interaction)\", \"Validations\", \"Angular (Web Framework)\", \"Digital Product Management\", \"Back End (Software Engineering)\", \"Software Development\", \"User Experience\", \"Workflows\", \"Custom Backend\", \"Java (Programming Language)\", \"Cloud Infrastructure\", \"Agile Product Development\", \"Elasticsearch\"]',\n", + " \"['English', 'Chuang']\"],\n", + " ['75',\n", + " 'data preparation expert',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-8.08659196e-02 3.70688587e-01 5.38214862e-01 5.78740872e-02\\n5.34247518e-01 -1.54058203e-01 8.74300972e-02 2.45906383e-01\\n-3.23704742e-02 -2.45659471e-01 -1.19101405e-01 -2.91236341e-01\\n1.19120695e-01 1.40811652e-01 7.15152472e-02 4.19706047e-01\\n2.71076262e-01 2.84780376e-02 -1.04007386e-01 2.38527924e-01\\n5.16347662e-02 -1.68829143e-01 7.76197854e-03 6.70121253e-01\\n5.75259984e-01 4.97042201e-02 -5.89566454e-02 1.07415147e-01\\n-3.82866472e-01 -3.20855707e-01 4.33641821e-01 7.80393481e-02\\n-2.39446178e-01 -2.29111955e-01 8.78667831e-02 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customer data - Manage Proof of Concept (PoC) projects and bring structure and automation to the process - Analyse customer data requirements and ensure successful data delivery - Collaborate with our Sales and R&D teams to further develop our technology Minimum Qualifications: - Minimum of 4 years of experience as project manager, BI analyst, data analyst or data scientist - Proficient with office software (Excel) and scripting languages (Bash, Python, R) - Experience in managing data projects and reporting complex relationships in data - Excellent German and English language skills - Thinks big, gets things done, has fun and loves working with a high impact team! Preferred Qualifications: - Affinity to E-Commerce, data processing technology and enterprise software - Experience in ETL software, data transformation pipelines and data warehousing Benötigte Skills Konzeptionell / Analytisch Bash Python Python R Englisch ETL E-commerce',\n", + " '[\"Collaboration\", \"Quality Assurance\", \"Sales\"]',\n", + " '[\"Automation\", \"Python Server Pages\", \"Enterprise Application Software\", \"Data Management\", \"Data Warehousing\", \"Post Processing\", \"Python (Programming Language)\", \"Customer Data Integration\", \"Data Transformation\", \"Extract Transform Load (ETL)\", \"Pipelining\", \"E-Commerce\", \"Office Management Software\", \"R (Programming Language)\", \"Bash (Scripting Language)\", \"Electronic Data Processing\", \"Independent Analyst Platform\", \"Adapter Scripting Language\", \"Suspicious Activity Report\", \"Amazon Data Pipeline\", \"Customer Requirements Analysis\"]',\n", + " \"['English', 'Quechua', 'Bambara', 'Ossetic', 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Our services, processes and tools are built around a unique business vision which emphasizes the life cycle role of IT infrastructure – an understanding that far from being static installations, infrastructures should continually evolve to drive improved business performance. This role will be working as part of the Data Centre Operations team to deliver support activities and input to project related tasks within the Data Centre and ensure that all work carried out complies with agreed standards, providing an operational interface to physical security teams assisting in the proactive management of the site’s security. The DC Engineer will provide an interface to the customer, advising them of any operational issues with the infrastructure and acting as a point of contact to address the customer requirements including being first line of support for incident and recovery duties, contribution to BAU activity to rack, install and decommission devices. Candidates will be fluent in German and English and have worked in a similar role previously. Required Skills / Experience Ideally the candidate will have worked previously in a Data Centre support role.Network patching experience (copper and fibre) install and break/ fixKnowledge of copper termination and previous infrastructure installationsChange management processesUnderstanding of criticality of support in a financial sectorDemonstration of good listening, oral and written communication required.An ability to assimilate technical details required for project delivery in ashort time frame and in pressurised environmentAbility to manage prioritise workload effectivelyTroubleshooting, ability to diagnose potential issues impacting programme and offer resolutionFluent in German and English Job Types: Full-time, Permanent Language: English (Required)German (Required) ',\n", + " '[\"Proactivity\", \"Infrastructure\", \"Management\", \"Operations\", \"Written Communication\"]',\n", + " '[\"Business Performance Management\", \"Logistics Support Activity\", \"Tooling\", \"IT Infrastructure\", \"Installation\", \"Advising\", \"Activism\", \"Acting\", \"Idealization\", \"Physical Security\", \"Life Cycle Assessment\", \"Customer Requirements Analysis\"]',\n", + " \"['English', 'German', 'Sinhalese']\"],\n", + " ['44',\n", + " 'software engineer',\n", + " 'Zug',\n", + " '',\n", + " '',\n", + " '[[-3.12801331e-01 3.16512048e-01 4.18633461e-01 -7.91569278e-02\\n5.23473918e-01 -2.02009022e-01 1.43224448e-02 3.96541834e-01\\n-2.95258015e-02 -3.80351514e-01 -1.71148345e-01 -2.60764986e-01\\n-1.86775640e-01 3.46598998e-02 2.29364529e-01 4.35211420e-01\\n2.13361993e-01 7.31811300e-02 -2.71519899e-01 3.62178653e-01\\n6.76888525e-02 -9.00769681e-02 3.08419261e-02 7.49629259e-01\\n3.51514131e-01 1.39445933e-02 7.99249671e-03 -1.12452928e-03\\n-3.08921933e-01 -2.86021382e-01 2.84034193e-01 -1.54524837e-02\\n-1.17725946e-01 -3.36671174e-01 1.80350006e-01 3.94491404e-02\\n-1.42310113e-01 -6.50811344e-02 -2.96018068e-02 1.36475191e-01\\n-4.86237645e-01 -2.83786476e-01 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1.38029650e-01\\n6.04198799e-02 1.23234972e-01 -1.84309915e-01 -2.02576760e-02\\n-2.62405872e-01 -5.71299553e-01 3.52944851e-01 -1.24262683e-01\\n-1.58385515e-01 1.21032149e-01 3.36867213e-01 1.86535716e-01\\n-2.29159430e-01 9.08462738e-04 4.92382459e-02 1.94130823e-01\\n1.63496256e-01 3.55838865e-01 -3.36899340e-01 -2.02272743e-01\\n-1.60276696e-01 2.56040275e-01 -1.89696684e-01 2.15142649e-02\\n-9.00366232e-02 4.16060656e-01 2.68871486e-02 9.36951786e-02\\n3.94507438e-01 -4.32611518e-02 -1.73853770e-01 -2.69220442e-01\\n-1.61375061e-01 -2.79768169e-01 5.43620624e-02 -1.25683665e-01\\n2.65155464e-01 -3.70299548e-01 -8.55093896e-02 -1.29202113e-01\\n-5.75658605e-02 -3.69844526e-01 -1.52958527e-01 4.67682397e-03]]',\n", + " 'We are looking for young, enthusiastic and talented Software Engineer In this position you will be responsible for embedded software development in C++ and other programming languages. You will develop software under different operating systems using provided Application Programming Interfaces (APIs). In dynamic, multicultural environment of our company, you will be part of a team working on projects in the area of Telecommunications, Wireless, Networked Entertainment and Multimedia. In cooperation with leading European companies, you will be developing cutting-edge technology products. Exciting, challenging tasks are waiting for you! As a successful candidate for this position you must be able to demonstrate the following qualifications: 2+ years of experience in software development Strong knowledge of object-oriented (OO) design principles Extensive programming experience in C++ and multi-threading environments Basic computer engineering knowledge (processor and memory organization, stack, calling conventions, interrupt handling, etc.) Good written and verbal communication skills in English Good analytical and problem-solving skills Any of the following qualifications will be a plus: Experience with real-time operating systems (RTOS) and Linux Software design and development process using UML Understanding of embedded software development principles Hands-on experience with hardware debuggers and device-level programming Practical knowledge of MS VS, GCC, STL, Perl, CVS/Subversion, ADS (RealView), Socket API Familiarity with the ARM architecture and assembler Software analysis, review and re-factoring skills We offer: Exciting carrier and professional opportunities in a dynamically developing company with Swiss quality standards and stability Enjoyable working atmosphere in our engineering offices, conveniently located in 5-minute walking distance from Zug railway station. If you are interested in this position, please, send your resume at jobs@epscom.net We are looking forward to your application!',\n", + " '[\"Verbal Communication Skills\", \"Cooperation\", \"Professionalism\", \"Problem Solving\", \"Positivity\"]',\n", + " '[\"KM Programming Language\", \"Programming (Music)\", \"UML Tool\", \"Analytics\", \"Perl (Programming Language)\", \"C++ (Programming Language)\", \"Linux\", \"Agile Edge Technologies\", \"Process Driven Development\", \"Software Engineering\", \"ARM Architecture\", \"Operating Systems\", \"Multimedia\", \"AD Model Builder (ADMB)\", \"Standard Template Library (STL)\", \"Object-Oriented Design\", \"Wireless Telecommunications\", \"Software Design\", \"Computer Engineering\", \"Wireless Networks\", \"Software Development\", \"Software Business Analysis\", \"Application Programming Interface (API)\", \"Embedded Software\", \"Apache Subversion\", \"Real-Time Operating Systems\", \"Interrupt Handling\", \"Threading (Manufacturing)\"]',\n", + " \"['English']\"],\n", + " ['16',\n", + " 'banking specialist for asset data sourcing team',\n", + " 'Adliswil',\n", + " 'Enterprise Software & Network Solutions',\n", + " 'www.avaloq.com',\n", + " '[[-2.46648371e-01 8.40683132e-02 6.47704542e-01 -7.06468597e-02\\n6.19640470e-01 -5.38111031e-02 -3.63511965e-02 3.84877384e-01\\n-6.13008104e-02 -4.01195377e-01 -1.42198307e-02 -2.03774601e-01\\n1.12571791e-01 2.64073491e-01 9.96969938e-02 2.46304229e-01\\n2.19860658e-01 1.54651463e-01 -5.96921109e-02 2.01621294e-01\\n1.18103422e-01 -1.53022796e-01 2.80736476e-01 6.63044631e-01\\n3.71157259e-01 1.51067646e-02 -7.86950737e-02 8.43321159e-02\\n-2.15574294e-01 -2.29256257e-01 5.06317496e-01 1.06468648e-01\\n-1.29997075e-01 -3.17014813e-01 1.55546933e-01 -3.81376930e-02\\n-2.88641810e-01 -5.75769655e-02 -1.44087479e-01 3.39276604e-02\\n-3.74132097e-01 -6.93628788e-02 -8.77526179e-02 1.88347414e-01\\n-3.69932562e-01 -3.58926922e-01 1.49138868e-02 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Together. Avaloq is a value-driven fast-paced fintech company and we are committed to develop the banking technology of tomorrow. Leading banks and wealth managers in all major financial centres rely on our software and services, and this unique community grows every day. Your team As part of our Global Asset Hub, the Asset Data Sourcing team is responsible for interfacing to data vendors (SIX FI, Bloomberg, etc.), data integration and delivery of up-to-date and validated instrument data (reference and market and corporate actions data) using a highly standardized approach. Your mission Business support for all data feed and data integration relevant aspects as part of our Asset Hub service. Executing and monitoring daily operation of Asset Master Data in line with agreed SLA's. Act as single point of contact toward clients, data vendors (e.g. SIX FI, Bloomberg, WM Datenservice etc.) and internal stakeholders in all Master Data relevant topics. Supporting internal business analysts for complex client requirements and improvement initiatives etc. Depending on your personal qualifications and aspirations further tasks can be added in relation with the expansion of our Asset Hub services. What you need Proven banking background with focus on back office administration. At least 3 years’ service experience with financial instruments and a master data environment as a business specialist (e.g. Valorenzentrale of a bank). Fluent in German and English (Italian and French would be a plus). sound knowledge of MS Office tools. Distinct client and service orientation. Eager to learn and take on new challenges. You will get extra points for the following Knowledge of the Avaloq Core Banking System. Knowledge of file handling tools (e.g. Filezilla, Total Commander) Knowledge of the EDM Solution Data Source (aka ProDB) Temenos. Now let’s talk about perks and compensation With our compensation model, we want to share the success of the company with all our employees. We offer competitive base salaries and if you prove yourself as a super-star, you might be entitled to an extraordinary achievement reward. Place of work Bioggio Don’t be shy – apply!\",\n", + " '[\"Communications\", \"Writing\", \"Operations\", \"Service-Orientation\"]',\n", + " '[\"Reference Data\", \"Business Support Systems\", \"Tooling\", \"Pentaho Data Integration\", \"Office Administration\", \"Data Integration\", \"Wealth Management\", \"File Handling\", \"Financial Instrument\", \"Data Feed\", \"Instrumentation\", \"E (Programming Language)\", \"Total Commander\", \"Executable\", \"Knowledge-Based Systems\", \"AD Model Builder (ADMB)\", \"Personalization\", \"Acceptance and Commitment Therapy (ACT)\", \"Validations\", \"E-Tools\", \"Banking\", \"FileZilla\", \"Bloomberg Terminal\", \"International Business\", \"Source Data\"]',\n", + " \"['English']\"],\n", + " ['97',\n", + " 'paid internship in information technology / business analysis - 6 months (m/f)',\n", + " 'Geneva',\n", + " '',\n", + " 'www.pg.com',\n", + " '[[-9.31522921e-02 2.31941432e-01 5.36660373e-01 5.34399077e-02\\n6.94439888e-01 -8.13762546e-02 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Would you enjoy telling stories and helping others see the benefit of data-based decision-making? We are passionate about understanding data and want more people who know how to use that data in the best way to guide our decisions. Are you up for the challenge? Then apply to one of P&G IT internship: we are looking for interns (F/M) in Geneva (CH) Special Notice: If you are a female student or a recent graduate passionate about business and technology, interested in using IT to transform the way people work and make business decisions and are interested in joining the Future Female Leaders in Information Technology event on November 25th in Geneva, please continue your application here. Apply before October 27th. As an intern your Project will include:• Leading and improving the analytical program, influencing the data strategy and structure for your business unit / category / region together with consumer research group. • Delivering regular analytic updates and insights, for example Market & Share performance of our product portfolio, identifying key growth opportunities or make strategies real, while using advanced analytic techniques. • Building analytic capabilities to grow organizations knowledge. • Discovering and inventing next-generation business analytic tools for our category analysts and business partners, owning our new applications from design-thinking up to user adoption.• Developing in-depth business, analytical and systems knowledge to improve or build analytical solutions, approaches and foremost business recommendations. • Collaborating with multi-functional teams (Consumer Research, Finance, Marketing, IT etc.)• Answering business questions and propose solution for business problems by applying machine learning techniques and automatizing analysis of consumer touch point information or other deep learning data, exploring their patterns and recommending marketing activities. Requirements: • You are doing a Bachelor or Master Degree in a quantitative field (Operation Research, Computer Science, Engineering, Applied Math, Statistics, Analytics etc); Possibly a minor in Economics or Business Management• You are comfortable working with diverse business scenarios, handling multiple priorities and have a business & consultancy mind-set, while technically (data) savvy.• Passion to try new things, learn quickly and work well with diverse backgrounds• Excellent interpersonal skills, self-motivated, dynamic and can-do attitude• Have enthusiasm and curiosity about the intersection of business, technology and data• English required (written and oral) Due to legal restrictions, immigration sponsorship is available only for EU/EFTA nationalities. All candidate with non EU/EFTA nationalities are encouraged to check out opportunities in countries where they can obtain a work permit. P&G is committed to providing equal opportunities in employment. We value diversity and we do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status. ',\n", + " '[\"Self-Motivation\", \"Research\", \"Decisiveness\", \"Collaboration\", \"Enthusiasm\", \"Decision Making\", \"Information Technology\", \"Curiosity\", \"Consulting\"]',\n", + " '[\"Business Analytics\", \"Disabilities\", \"Tooling\", \"Data Explorers\", \"Diving\", \"Computer Science\", \"Analytics\", \"Statistics\", \"Consumables\", \"Business Partnering\", \"Strategic Business Unit\", \"Analytical Techniques\", \"Activism\", \"M (Programming Language)\", \"Operations Research\", \"Knowledge-Based Systems\", \"Minimum Data Set\", \"Machine Learning Methods\", \"Finance\", \"Equalization\", \"Deep Learning\", \"Design Thinking\", \"Economics\", \"Coloring\", \"Business Technologies\", \"Adoptions\"]',\n", + " \"['English', 'Swati', 'Aragonese']\"],\n", + " ['109',\n", + " 'data scientist (analytics)',\n", + " 'Zürich',\n", + " 'Enterprise Software & Network Solutions',\n", + " 'www.starmind.ai',\n", + " '[[-2.10179746e-01 1.94211572e-01 4.47810352e-01 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1.18976891e-01\\n1.83977336e-02 3.92277896e-01 1.29125327e-01 2.79327072e-02\\n5.19391060e-01 1.68753807e-02 -2.69162893e-01 -2.31084645e-01\\n-1.80346817e-01 -1.44831434e-01 -1.77088588e-01 2.68146582e-02\\n1.62462294e-01 -3.55977535e-01 -8.23326260e-02 -1.59328684e-01\\n-1.95772126e-02 -3.44549417e-01 7.99285024e-02 -3.76709290e-02]]',\n", + " \"At Starmind, we believe that the combined knowledge and cognitive capabilities of humans far exceed any existing technology's computing power; thus, we developed AI to empower and enhance rather than replace the human mind. Our platform helps expedite people's advancement by exploring undocumented human intelligence and enabling real-time access to skills, knowledge, and solutions within corporations, communities, and, since we like to think of the bigger picture: the world. We are backed by some of the best VC investors in Europe, becoming one of the fastest growing AI companies in Europe; and are rapidly expanding our team with the crème de la crème from AirBnB, Twitter, SalesForce, Zuora and many more. Do you have what it takes to help us shape the future of AI? Watch this video to find out how Starmind works! What You Will Do You analyse the data generated by our application and generate insights into where and how machine learning algorithms could be applied to improve the user experience. You identify the most important KPIs to measure the performance of our existing algorithms and set up automatic monitoring and reporting for these metrics. You advise our developers on how to log data so that the usage and usefulness of all features can be measured. You work with our DevOps to improve the accessibility and scalability of our logs and databases. Who You Are You are fluent in SQL (e.g. MySQL). Experience with ElasticSearch and/or NoSQL databases is a plus. You can write code for data processing in Python (using data analysis libraries such as pandas). You have experience with data visualization (for example using matplotlib or Grafana). You are always curious to try out new tools and libraries for the analysis and visualization of data. You follow new developments in AI and understand how machine learning algorithms can help to analyse data. You have a sharp eye for irregularities in a dataset and you will leave no stone unturned when looking for the cause of an anomaly. You have a good understanding of statistics, in particular regarding hypothesis tests and statistical significance. You desire to work in a small, agile team environment. You communicate proactively and work independently. The Bounty A dynamic, young company where input is welcomed and acted upon High level of personal responsibility and independence A challenging and exciting mission within an innovative and multi-cultural environment The opportunity to work with some of the smartest and most innovative people in the market If this sounds like you, let’s solve the riddle and apply (written in English or German) - We’re very excited to meet you.\",\n", + " '[\"Communications\", \"Writing\", \"Proactivity\", \"Innovation\"]',\n", + " '[\"MySQL\", \"NoSQL\", \"Matplotlib\", \"Accessioning\", \"Advising\", \"Corporate Communications\", \"Tooling\", \"Agility\", \"Acting\", \"Statistics\", \"Machine Learning\", \"Visualization\", \"New Business Development\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Logging\", \"Library\", \"Levelling\", \"Data Visualization\", \"Machine Learning Methods\", \"Personalization\", \"Machine Learning Algorithms\", \"Scalability\", \"Human Intelligence\", \"Electronic Data Processing\", \"Humanism\", \"Grafana\", \"Statistical Hypothesis Testing\", \"Algorithms\", \"User Experience\", \"Eyes\", \"Pandas (Python Package)\", \"SQL (Programming Language)\", \"Data Analysis\", \"DevOps\"]',\n", + " \"['English']\"],\n", + " ['75',\n", + " 'full-stack software engineer (m/f)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.67733118e-01 3.18774730e-01 3.84102076e-01 6.34426028e-02\\n4.19775933e-01 -2.08391398e-01 -1.94373298e-02 2.74899423e-01\\n-5.86313456e-02 -3.81496459e-01 -5.73851243e-02 -2.94074893e-01\\n-8.99507105e-02 2.96436492e-02 1.05516717e-01 3.67891908e-01\\n3.42170030e-01 8.93009454e-02 -1.24921858e-01 4.20912564e-01\\n9.61516798e-02 -6.83451295e-02 -6.77585006e-02 7.14554429e-01\\n3.12497854e-01 1.59288775e-02 -8.35912898e-02 1.60325676e-01\\n-1.98575228e-01 -2.63831079e-01 3.23946416e-01 4.26645810e-03\\n-1.36844099e-01 -4.05949563e-01 3.02130524e-02 9.73248258e-02\\n-2.24668518e-01 1.39624804e-01 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your expert knowledge with the engineering teams - You challenge the status quo and continuously improve architecture, code and tools to ensure high quality software delivery - You own your solution and will be responsible from development to delivery to operations in a DevOps environment - You like to work with developers, product owners, designers and other stakeholders on product discovery Your Qualification: - Proficiency in Java/Spring/OOP/Maven and Java based Web Frameworks - Expertise with frontend technologies such as HTML, CSS and JavaScript Frameworks - Familiarity with Microservice architectures - Hands on experience designing and implementing RESTfull backend Services - Good knowledge of relational and NoSQL databases - Practice in Clean Code, TDD, Pair Programming, continuous integration and continuous delivery - Ability to understand the company's KPIs and the user needs and use them as innovation driver - Experience with agile methodologies and pronounced agile mindset - Plus: Knowledge of microservices on AWS - A degree in Computer Science or equivalent practical experience - Fluency in English and German Benötigte Skills Englisch NoSQL HTML5 CSS3 JavaScript JAVA Spring DevOps Test\",\n", + " '[\"Innovation\", \"Operations\"]',\n", + " '[\"Tooling\", \"Test-Driven Development (TDD)\", \"NoSQL\", \"Agility\", \"Continuous Delivery\", \"Cascading Style Sheets (CSS)\", \"Computer Science\", \"Web Frameworks\", \"Continuous Integration\", \"Software Quality Management\", \"HTML5\", \"HyperText Markup Language (HTML)\", \"Microservices\", \"Cross-Functional Coordination\", \"Apache Maven\", \"Agile Methodology\", \"JavaScript (Programming Language)\", \"JavaScript Frameworks\", \"Experience Design\", \"Java (Programming Language)\", \"Custom Backend\", \"Pair Programming\", \"Object-Oriented Programming (OOP)\", \"DevOps\"]',\n", + " \"['English', 'Letzeburgesch', 'Herero', 'Malagasy']\"],\n", + " ['54',\n", + " 'devops engineer, genedata biologics',\n", + " 'Basel',\n", + " 'Biotech & Pharmaceuticals',\n", + " 'www.genedata.com',\n", + " '[[-1.69523150e-01 3.19825441e-01 4.08377171e-01 -1.59712415e-02\\n5.68628192e-01 -9.49690565e-02 -7.24607557e-02 3.66208315e-01\\n-4.60393503e-02 -4.28351879e-01 -3.31419744e-02 -2.50325799e-01\\n-7.22204745e-02 1.58022121e-01 1.21643066e-01 4.33333069e-01\\n3.59716475e-01 1.38958231e-01 -1.41149908e-01 3.54331344e-01\\n1.16978735e-02 -1.60774738e-01 5.42537011e-02 8.68497312e-01\\n2.75335133e-01 1.45401573e-02 -1.62993923e-01 -7.04530030e-02\\n-2.31061846e-01 -1.64121673e-01 4.84606564e-01 9.13866237e-03\\n-1.27304882e-01 -3.87431860e-01 1.09087497e-01 7.55339116e-02\\n-2.90875196e-01 -2.20784545e-02 -1.77963927e-01 1.17137887e-01\\n-5.03516197e-01 -2.82112539e-01 3.95090133e-02 -2.49374267e-02\\n-2.76795298e-01 -2.60850579e-01 1.13234401e-01 -4.90063578e-02\\n2.46764243e-01 1.06271856e-01 -6.41632140e-01 9.54470411e-02\\n-3.92902613e-01 -2.03401476e-01 3.48890334e-01 6.76024795e-01\\n4.53432351e-02 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2.10100710e-01\\n4.23870832e-02 2.55110741e-01 -2.21111506e-01 -3.59550834e-01\\n-3.04808259e-01 2.57264793e-01 -3.44090760e-02 5.70381880e-02\\n-3.38903069e-02 4.98192042e-01 4.76068631e-02 -3.05652507e-02\\n5.36664009e-01 -1.87651306e-01 -3.24882090e-01 -3.15354407e-01\\n-1.81762889e-01 -1.97047099e-01 -1.28536746e-01 -4.99667674e-02\\n2.14765519e-01 -3.67096156e-01 -1.18522085e-01 -1.96574420e-01\\n4.29852679e-03 -3.50048751e-01 -3.63499187e-02 -9.89696681e-02]]',\n", + " 'The Position We are looking for a qualified DevOps Engineer who is managing the deployment and customization of our successful Genedata Biopharma platform. Thousands of scientists across the globe work with our highly innovative platform in order to develop new, groundbreaking treatments for the most severe diseases. As part of a professional and dedicated engineering team, you will enable these scientists to fulfill their mission. Genedata’s Biopharma platform represents the very backbone of the data capturing and analysis workflows of the most important biopharma and biotech companies. It is installed either on premises or hosted in the cloud and constantly interoperates with numerous instruments and customer IT systems. As DevOps Engineer, you ensure the smooth and continuous running of this central piece of infrastructure and you configure the system to adapt it to customer specific needs. The focus of your responsibilities will be on our enterprise platforms Genedata Biologics® and Genedata Bioprocess®. This full-time position is based at our head offices in Basel, Switzerland. A part time employment (80-100%) is also an option. Key Responsibilities Manage the deployment of products, upgrades and customizations Develop customer specific configurations in SQL Use web services and scripts to integrate with customer IT systems Monitor, analyze, and tune the performance of installations Implement schedules for system backups and archive operations Develop automatic packaging and deployment procedures Administer Biopharma Platform installations in the cloud Consult and support customers with the migration of legacy data Document and communicate your work within the team and to other stakeholders Your Profile BSc or MSc in computer science, or related fields, or comparable on-the-job experience Good understanding of Linux systems Fluency in shell scripting and / or other scripting languages Experience with SQL and relational database systems Oracle DBA experience is an advantage Knowledge of cloud environments such as AWS or Azure is a plus Experience with web application servers, like Apache and Tomcat, is desirable Strong interpersonal skills and the motivation to learn continuously Good written and verbal communication and presentation skills in English The Company Genedata is an exceptional company. With over two decades of success in research informatics due to closely-knit teams of scientists, developers and business experts, Genedata has achieved steady and continuous growth since inception. As a private and majority employee-owned organization, we empower each employee to be a contributing voice in the company operations and evolution. Our collective expertise in research informatics, combined with our open and scalable computational solutions, makes us the leading software provider in R&D informatics for biotech, pharmaceuticals, and related life sciences. We are headquartered in Basel, Switzerland and have subsidiaries in Germany, US, UK, Japan and Singapore. About Genedata Biopharma Platform As the market leader in biopharma R&D digitalization, our platform enables biopharma companies to develop the next generation of innovative medicines. It is uniquely designed to digitalize and streamline biopharma discovery, development and manufacturing processes and dramatically improve overall productivity, with the goal of identifying and developing novel therapeutics to address unmet medical needs. The award-winning Genedata Biopharma platform is used across the globe to achieve operational excellence by boosting the efficiency, throughput, and quality of biopharma R&D. It supports the entire end-to-end R&D workflow, from screening, protein engineering and optimization, expression, purification, characterization, analytics and QC, and developability assessment to upstream and downstream process development and drug formulation. The Genedata platform serves as an enterprise IT system that is at the core of complex biopharma discovery and development processes. Our customer base includes large biopharma and biotech companies, technology providers and contract research and manufacturing organizations. Genedata Biologics is a web application with an HTML/JavaScript-based presentation layer, a Java business-logic layer and an Oracle RDBMS-backed persistence layer. It is widely configurable, scalable, and extendable by third-party plug-ins. Are You Interested? If you are interested in this position, please submit your CV and motivation letter. Genedata only accepts CVs and resumes directly from candidates. Personnel recruitment agencies need not respond. Legal authorization to work in the United States on a full-time basis for any employer is required. Genedata is an Equal Opportunity Employer.',\n", + " '[\"Verbal Communication Skills\", \"Adaptability\", \"Professionalism\", \"Management\", \"Scheduling\", \"Communications\", \"Operations\", \"Integration\", \"Presentations\", \"Innovation\", \"Positivity\", \"Persistence\"]',\n", + " '[\"Web Applications\", \"Document Enterprise Platform\", \"MSC Software\", \"Shell Script\", \"Computer Science\", \"Life Sciences\", \"Business Workflow Analysis\", \"Collections\", \"Analytics\", \"Data Capture (SQL)\", \"Downstream Processing\", \"Informatics\", \"Customer Support Analyst\", \"Authorization (Computing)\", \"Streamlines\", \"Clinical Research Informatics\", \"Installation\", \"Bioprocess\", \"Customer Development\", \"Linux\", \"Layering\", \"Contract Research Organization\", \"Instrumentation\", \"Application Servers\", \"Medic\", \"HyperText Markup Language (HTML)\", \"System Monitoring\", \"System Monitor\", \"Web Services\", \"Presentation Layer\", \"Apache Tomcat\", 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-3.49026084e-01\\n-3.70797694e-01 -5.28683782e-01 -5.35152629e-02 -1.35008693e-01]]',\n", + " 'Job Informationen Your tasks: Continuously and proactively identify drivers of performance and business insights by BI tools, analyze impacts of taken actions to give deep analytical insight to the different stakeholders Define, implement and measure process KPIs and conduct process performance measurement cycles Design standard report portfolio with optimal layouts for management and operational teams to enable data-based decision making Implement statistical forecast models and compute technical budgets Compute and measure business cases for new ideas and projects Define aligned commercial data model. Lead and/or push the HD needs in the different BI relevant projects (e.g. CCM project) Functional leadership of project members in role of project leader Continuously update analytical and methodical skills Your profile: University degree (Master) in mathematics, information technology, engineering, economics or similar Relevant working experience in commercially applied analytics, econometrical modeling and statistical software (e.g. R, python) Experience in reporting/visualization software, ideally Tableau Experience in data warehousing and in relational as well as unstructured data environments Proven SQL skills High project management skills and profound experience in workshop management Good written and verbal communication skills and ability to work in cross cultural environments Excellent conceptual capabilities, able to analytically break-down and solve complex problems with high focus on implementation Written and spoken fluency in English, and preferably also in German Proven team player as well as ability to work independently and unsupervised Willingness to travel (mostly between the groups Hubs) Benötigte Skills Business Intelligence Python Python R SQL Englisch Reisetaetigkeit Projektleitung',\n", + " '[\"Verbal Communication Skills\", \"Complex Problem Solving\", \"Leadership\", \"Proactivity\", \"Management\", \"Operations\", \"Decision Making\", \"Information Technology\"]',\n", + " '[\"Python Server Pages\", \"Tableau (Business Intelligence Software)\", \"Tooling\", \"Engineering Economics\", \"Analytics\", \"Statistics\", \"Visualization\", \"Data Warehousing\", \"SQL (Programming Language)\", \"Statistical Software\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Idealization\", \"Performance Measurement\", \"Business Intelligence\", \"Unstructured Data\", \"Conceptualization\", \"Budgeting\", \"Layout Optimization\", \"Logical Data Models\", \"R (Programming Language)\", \"Econometric Modeling\", \"Cross-Cultural Studies\", \"Forecasting\", \"Project Management\", \"Commercialization\", \"Business Case\"]',\n", + " \"['English', 'Italian', 'Oriya', 'Kurdish']\"],\n", + " ['77',\n", + " 'backend engineer',\n", + " 'Zürich',\n", + " 'Computer Hardware & Software',\n", + " 'www.nanos.ai',\n", + " '[[-9.93610993e-02 1.67789996e-01 4.53946531e-01 -4.33472060e-02\\n3.97099793e-01 -8.52692872e-02 -6.75937310e-02 4.87816244e-01\\n-2.92915013e-02 -4.29475784e-01 -4.19181585e-02 -2.24508286e-01\\n-1.58719450e-01 7.35269561e-02 6.80728406e-02 3.37462664e-01\\n2.93862671e-01 1.14449501e-01 -2.80677438e-01 4.04118955e-01\\n1.58727437e-01 -5.37589714e-02 1.67795599e-01 6.62032604e-01\\n3.95197421e-01 -8.29496980e-03 3.43314558e-02 5.85573614e-02\\n-2.33463258e-01 -2.32918441e-01 4.72242475e-01 1.03322580e-01\\n-8.68875533e-02 -3.84176552e-01 2.06842005e-01 1.89335048e-02\\n-2.15945989e-01 3.69436480e-03 -7.42332265e-02 1.17948353e-01\\n-5.74157476e-01 -3.09221327e-01 3.62171121e-02 1.07915699e-01\\n-3.34808350e-01 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-1.76874408e-03\\n-1.73636839e-01 -5.14753163e-01 3.49185944e-01 -1.18349016e-01\\n-2.31975894e-02 5.70320860e-02 3.05385411e-01 6.33793175e-02\\n-2.41767704e-01 1.94561034e-02 -6.75720908e-03 1.93816975e-01\\n2.05875218e-01 2.51239151e-01 -2.90455550e-01 -2.00694889e-01\\n-1.99528456e-01 1.10300615e-01 -2.38858029e-01 6.66600317e-02\\n1.41682737e-02 3.72138739e-01 1.41189769e-01 -2.97317803e-02\\n4.86623615e-01 -3.18099856e-02 -1.00332372e-01 -2.15976655e-01\\n-3.13839972e-01 -3.20134878e-01 -1.04718879e-01 -1.41013771e-01\\n2.13397115e-01 -3.93651515e-01 -1.20920800e-02 -8.08006078e-02\\n-1.93688393e-01 -2.40513042e-01 7.95801431e-02 -9.03673321e-02]]',\n", + " 'Who are we? Nanos is an online platform that makes placing paid advertisements a straightforward process accessible to any small & micro business around the world. We are a privately owned Swiss startup based in Zurich - a dynamic fast-growing team of software engineers, UX designers, business experts and machine learning engineers. Who are we looking for? As part of our growth we are building a fully distributed engineering team, for which we are looking for a Backend Engineer with a minimum of 3 years professional experience. From a cultural point of view, we expect you to bring in a plus with you as we are an inclusive company that thrives from the diversity its employees bring in. As a Backend Engineer, we expect you to be a problem solver before being a code writer. What will you do if you join us? As a backend engineer and being a part of our distributed development team you will be working on different parts of the Nanos platform (Frontend, Backend, Mobile app, Server infrastructure.., etc), where you will be expected to: - Architect and maintain distributed systems, focusing on reliability, security, and scalability - Design and develop highly scalable APIs and services that are used by web and mobile clients Requirements What skills do we expect you to have? With the exponentially growing number of frameworks and languages in software engineering we do not expect you to be an expert in all technologies used at Nanos but we do expect you to be a fast learner and an engineer with a critical and open mindset. Being a part of a rapidly moving industry, we are looking for engineers, who are not afraid to build fast, fail fast and learn from their mistakes. If you decide to join us you might be working on projects with technologies and languages such as: Node.js, MongoDB, Python, PostgreSQL CI/CD: Git, GitHub, Docker, Kubernetes, Jenkins, GitOps Our working language is English and we expect all candidates to be fluent in English. Benefits What are we to offer you? We would be more than happy to hear from you and look forward to have you joining our team where you should expect following benefits and culture: A competitive salary Generous stock option plan 25 vacation days per year Flexible working hours Free choice of hardware Regular experimental time to work on your own ideas Office within 5 min walking distance from Zurich HB Office shut down between Christmas and New Year (to be compensated by working a couple of extra minutes per day over the year, i.e. 15 min in 2018) A very multicultural team Regular team events and parties One ski retreat per year A fully-equipped kitchen and a dining area Big open terrace and a bbq space Free coffee/fruits and soft drinks ',\n", + " '[\"Infrastructure\", \"Planning\", \"Reliability\"]',\n", + " '[\"Distributed File Systems\", \"Advertisement\", \"Kubernetes\", \"Accessioning\", \"Jenkins\", \"Machine Learning\", \"Industrialization\", \"Mobile App\", \"PostgreSQL\", \"Python (Programming Language)\", \"Node.js\", \"Maintainability\", \"MongoDB\", \"E (Programming Language)\", \"Experimentation\", \"Software Engineering\", \"Mobility\", \"Github\", \"Docker (Software)\", \"Scalability\", \"Distributed Development\", \"Incentive Stock Option\", \"Git Flow\", \"Custom Backend\"]',\n", + " \"['English', 'Malay', 'Wolof', 'French', 'Castilian']\"],\n", + " ['75',\n", + " 'data-scientist (w/m)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.40152931e-01 3.86857748e-01 5.64359128e-01 -2.11751889e-02\\n5.54279625e-01 -1.63345739e-01 8.50075483e-02 2.85801649e-01\\n-3.76474373e-02 -5.54479174e-02 -1.44540608e-01 -1.84721932e-01\\n-2.62196749e-01 4.99920137e-02 1.32289350e-01 2.33172685e-01\\n1.58298552e-01 3.37551162e-02 -2.00104654e-01 2.64585495e-01\\n2.19596922e-01 1.25990853e-01 -1.09996960e-01 4.01760072e-01\\n5.46991765e-01 1.61381468e-01 -1.36757001e-01 -1.80698056e-02\\n-4.98854041e-01 -2.56293982e-01 3.28164220e-01 2.21461561e-02\\n-1.20518483e-01 -2.22280085e-01 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visualizations of processed data, identify trends, anomalies Investigate data problems, identify patterns Draw inferences and conclusions, communicate results through reports, charts, or tables Define and implement KPIs in conjunction with the business team Basic Qualifications: University degree in Computer Science, Electrical Engineering, or Math/Physics Masters or PhD degree is a plus SQL and database experience is a must, with Hive/Hadoop a plus Good programming skills with at least one high-level language such as Python, Java, or C/C++ Good knowledge of data structures, algorithms, and statistics Knowledge of Unix shell scripting Knowledge of Machine Learning would be a plus Fluent in English (both spoken and written), additional languages are a plus 5+ years relevant experience Benötigte Skills FH Universität ETH Master SQL Python C++ Python JAVA Shell-Scripts Englisch',\n", + " '[\"Communications\", \"Investigation\"]',\n", + " '[\"Programming (Music)\", \"Shell Script\", \"Computer Science\", \"Statistics\", \"Unix Shell\", \"Visualization\", \"C++ (Programming Language)\", \"Python (Programming Language)\", \"Data Extraction\", \"Dashboard\", \"Machine Learning Methods\", \"Script Writing\", \"C (Programming Language)\", \"Apache Hive\", \"Electrical Engineering\", \"High-Level Architecture\", \"Drawing\", \"Physics\", \"Data Structures\", \"Algorithms\", \"Additives\", \"Scripting\", \"Java (Programming Language)\", \"Parsing\", \"Data Processing\", \"SQL (Programming Language)\"]',\n", + " \"['English', 'Norwegian']\"],\n", + " ['75',\n", + " 'big data engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.96860814e-01 3.44887048e-01 4.18311268e-01 6.42987788e-02\\n5.49855947e-01 -1.60632238e-01 -7.60548115e-02 2.33741805e-01\\n3.85293690e-03 -3.85250986e-01 -1.00991771e-01 -2.73914307e-01\\n-8.60051885e-02 5.60852103e-02 1.23740666e-01 4.40712243e-01\\n2.10842565e-01 6.70473510e-03 -7.52684474e-02 3.78748119e-01\\n4.04198393e-02 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-4.55375612e-01 -9.15977806e-02 2.57502776e-02]]',\n", + " 'Job Informationen Responsibilities: Responsible for delivering projects in the Big Data (Engineer and Analytics) field A key position as Big Data Ingenieur, where you are designing and building an analytics platform using state of the art Big Data technologies and provide services to enable Data Scientists to build advanced analytics models You are taking an active part of our transformation into a more data and analytical insights driven bank Within the highly motivated team, you collaborate closely with business teams to understand data and functional requirements You design and build data pipelines to ingest, integrate, standardize, clean and publish data You are responsible for defining and crafting integration patterns with downstream applications You provide input into overall IT architecture of the solution, including technical environment configuration, data modelling, data integration, data presentation, information security and other IT architecture related topics You support Data Scientist in their day-to-day work on a variety of topics, including tools and data analysis methods You operationalize analytical models developed by the Data Scientists to embed them into the bank’s business processes Your profile: A university degree or equivalent education in IT or another technical specialization, ideally with focus on Data Management You have proven work experience of at least two years as a Data Engineer using Big Data technologies Experience with Hadoop based analytical solutions, ideally on Cloudera distribution, as well as practical skills in creating data processing pipelines using Spark, Scala, Python or similar tools Good knowledge of SQL, Hive and Impala databases Ideally experience with Jupyter Notebook, Hue, other end user tools If you already had experience with Tableau, Splunk or an agile work environment you have an advantage You are able to work in a dynamic environment, be comfortable with changing priorities and tight deadlines, manage you own workload with minimum supervision You build strong collaborative relationships with colleagues in IT and business groups Excellent verbal and written communication skills in English and German Benötigte Skills Scala Python Python Englisch Security Datawarehouse',\n", + " '[\"Collaboration\", \"Management\", \"Supervision\", \"Team Motivation\", \"Integration\", \"Positivity\", \"Written Communication\"]',\n", + " '[\"Information Presentation Facility\", \"Python Server Pages\", \"Tableau (Business Intelligence Software)\", \"Tooling\", \"Agility\", \"Analytics\", \"Data Management\", \"Data Modeling\", \"Data Engineering\", \"Scala (Programming Language)\", \"Activism\", \"Apex Data Loader\", \"Functional Requirement\", \"Information Security Management\", \"Jupyter Notebook\", \"Data Pipeline\", \"Idealization\", \"Splunk\", \"Hostile Work Environment\", \"Pipelining\", \"Operationalization\", \"Business Process\", \"Apache Hive\", \"Electronic Data Processing\", \"Big Data\", \"Survey Data Analysis\", \"Transformation (Genetics)\", \"Service Provider\", \"Banking\", \"Amazon Data Pipeline\", \"SQL (Programming Language)\", \"Data Analysis\"]',\n", + " \"['English', 'Kongo', 'Maltes']\"],\n", + " ['75',\n", + " 'data analyst (w/m)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.11146176e-01 2.39136994e-01 2.90398657e-01 6.72261640e-02\\n4.67736870e-01 -9.18641686e-02 3.97096761e-02 3.05283010e-01\\n-3.36161889e-02 -3.97795141e-01 1.86883882e-02 -2.00990930e-01\\n-2.05021411e-01 -2.35511735e-02 -6.09298535e-02 3.74364942e-01\\n3.14212054e-01 1.27775088e-01 -6.98458254e-02 3.12407762e-01\\n1.45176515e-01 4.35345173e-02 -1.98234499e-01 6.25866890e-01\\n4.50871587e-01 -1.47546995e-02 -1.56236291e-02 1.13502875e-01\\n-2.38367617e-01 -2.32878581e-01 3.74210626e-01 2.20305279e-01\\n-1.62239343e-01 -3.08662742e-01 -9.92584676e-02 1.70678794e-01\\n-5.39318696e-02 8.47874209e-02 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applied to improve the user experience. You identify the most important KPIs to measure the performance of our existing algorithms and set up automatic monitoring and reporting for these metrics. You advise our developers on how to log data so that the usage and usefulness of all features can be measured. You work with our DevOps to improve the accessibility and scalability of our logs and databases. Our Requirements: You are fluent in SQL (e.g. MySQL). Experience with ElasticSearch and/or NoSQL databases is a plus. You can write code for data processing in Python (using data analysis libraries such as pandas). You have experience with data visualization. You are always curious to try out new tools and libraries for the analysis and visualisation of data. You follow new developments in AI and understand how machine learning algorithms can help to analyse data. You have a sharp eye for irregularities in a dataset and you will leave no stone unturned when looking for the cause of an anomaly. You have a good understanding of statistics, in particular regarding hypothesis tests and statistical significance. You desire to work in a small, agile team environment. You communicate proactively and work independently. Benötigte Skills SQL MySQL NoSQL Python Python',\n", + " '[\"Communications\", \"Writing\", \"Proactivity\"]',\n", + " '[\"MySQL\", \"Python Server Pages\", \"NoSQL\", \"Tooling\", \"Accessioning\", \"Advising\", \"Agility\", \"Statistics\", \"Machine Learning\", \"New Business Development\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Logging\", \"Library\", \"Dataset\", \"Data Visualization\", \"Machine Learning Methods\", \"Machine Learning Algorithms\", \"Scalability\", \"Electronic Data Processing\", \"Statistical Hypothesis Testing\", \"Algorithms\", \"User Experience\", \"Eyes\", \"Pandas (Python Package)\", \"SQL (Programming Language)\", \"Data Analysis\", \"DevOps\", \"Elasticsearch\"]',\n", + " \"['English', 'Moldavian']\"],\n", + " ['19',\n", + " 'business analyst / data reporting analyst (12 months)',\n", + " 'Lausanne',\n", + " 'Staffing & Outsourcing',\n", + " 'www.badenochandclark.com',\n", + " '[[-1.79447964e-01 2.86513597e-01 3.78280342e-01 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8.74738768e-02\\n1.13007568e-01 3.55376273e-01 3.07971332e-03 2.32641101e-01\\n2.02669129e-01 -4.11921553e-02 -2.72424698e-01 -4.22279924e-01\\n-1.58111200e-01 -1.82517305e-01 7.56660178e-02 -1.30299345e-01\\n6.55403286e-02 -2.96532482e-01 -2.69160569e-02 -1.69599801e-01\\n-3.18693727e-01 -4.59334642e-01 -1.11941770e-01 -6.70792162e-02]]',\n", + " 'For one of our client we are looking for a Business analyst / Data reporting analyst (12 months ) Position responsibilities As part of the Middle Office/Business analysis team, your main duties will be: Reporting: Gather business requirement and define relevant reporting Design and develop reports/dashboards on Spotfire Process/business: Requirement analysis Business process modelling Development of Robotic Process Automation (RPA) Projects : Gather requirements from business units : Meet with traders, back office, accounting team Coordinate developments Create and execute test plans Software administration : Administration backup of core business software Position qualification Strong knowledge of reporting software (Spotfire, Power BI) and SQL programming Strong quantitative and analytic skills Strong knowledge of Robotic Process Automation (UIPath) Strong writing skills Knowledge of corporate finance Proactive and self-starter Fluency in French and good English language skills Experience A graduate degree (preferably a Master’s degree in Information System) 2-5 years’ experience as a business analyst in the financial industry is required',\n", + " '[\"Analytical Skills\", \"Writing\", \"Coordinating\", \"Self Starter\", \"Proactivity\", \"Positivity\"]',\n", + " '[\"Programming (Music)\", \"Industrialization\", \"Middle Office\", \"Strategic Business Unit\", \"Corporate Finance\", \"Microsoft Office Accounting\", \"UiPath (RPA Software)\", \"Executable\", \"Process Modeling\", \"Dashboard\", \"Robotic Process Automation\", \"Power BI\", \"Business Requirements\", \"Business Process Modeling\", \"Spotfire (Data Analytics Software)\", \"Business Process\", \"Remote Administration Software\", \"Business Analysis\", \"Independent Analyst Platform\", \"Test Planning\", \"Requirements Analysis\", \"Business Software\", \"Report Designer\", \"SQL (Programming Language)\", \"Information Systems\"]',\n", + " \"['English']\"],\n", + " ['34',\n", + " 'data engineer- integration specialist',\n", + " 'Zürich',\n", + " 'Staffing & Outsourcing',\n", + " 'www.darwinrecruitment.com',\n", + " '[[-1.71152711e-01 2.59077072e-01 4.16388363e-01 -7.69490823e-02\\n3.07703286e-01 -1.53559878e-01 -7.82030821e-02 6.06545568e-01\\n-9.96811464e-02 -4.49849963e-01 -3.70184891e-02 -3.95281672e-01\\n2.18868678e-04 2.68662870e-01 1.05228372e-01 3.60706151e-01\\n9.42237824e-02 1.36238515e-01 -1.53818026e-01 2.73653269e-01\\n1.60930231e-01 -1.53849214e-01 5.86205088e-02 6.59312248e-01\\n5.31260967e-01 -1.33440066e-02 3.81680839e-02 5.59298806e-02\\n-9.14216340e-02 -3.84958029e-01 4.66182321e-01 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visits and over 180 million page views each month, my client is recognised as one of the leading Swiss digital companies. At the moment my client needs to bring a highly skilled Data engineer to join on a permanent basis. In regards to the team you will be joining, they have around 80 members of staff spread across two office locations in Switzerland, you will be joining a team of around 20 skilled Data Scientists and Engineers. Your daily tasks will include: Maintaining and extending the data lake and data pipelines Supporting the teams with your data engineering expertise Sharing your know-how and learning from others, mainly by pairing and reviewing each other's code They are looking for you to have experience with technologies such as; Python- at a high level of experience Hands-on experience of AWS (CloudFormation, IAM, Lambda, SNS, SQS, ECS) Exposure to AWS data services (S3, Glue, EMR, Athena, Kinesis) Understanding of ETL pipelines Fluent English is required for this role and any German is seen as a plus This is a great opportunity to get into an extremely exciting company who are really looking to build a successful team. If you would be interested in learning more please apply and I will contact you as soon as possible.\",\n", + " '[\"\"]',\n", + " '[\"AWS Kinesis\", \"AWS Identity And Access Management (IAM)\", \"AWS CloudFormation\", \"Pipelining\", \"Python (Programming Language)\", \"Digitization\", \"AWS Elastic MapReduce (EMR)\", \"Maintainability\", \"Data Pipeline\", \"Amazon Simple Notification Service (SNS)\", \"Extract Transform Load (ETL)\", \"Azure Data Lake\", \"Data Engineering\", \"Amazon Athena\"]',\n", + " \"['English', 'Bulgarian']\"],\n", + " ['10',\n", + " 'software engineer',\n", + " 'Zürich',\n", + " 'Computer Hardware & Software',\n", + " 'www.adnovum.ch',\n", + " '[[-1.95624158e-01 3.97409528e-01 5.07171333e-01 -4.06459570e-02\\n5.41350424e-01 -8.11445639e-02 7.53710493e-02 3.58455390e-01\\n-3.10194045e-02 -5.43209136e-01 -1.87547192e-01 -1.59705579e-01\\n7.89334401e-02 1.13280721e-01 1.94852591e-01 3.26767713e-01\\n4.62987572e-01 7.56500736e-02 3.62817454e-03 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-1.96449637e-01\\n3.37974578e-02 -4.40327674e-01 9.80812684e-03 5.00930659e-02]]',\n", + " \"That's your role You will, together with an international team, develop and support individual mobile and web applications for our customers. Your main working language with our customers will be German. We look for Software Engineers for our locations in Bern and in Zurich. Depending on your qualifications, past experience and project, you will be involved in the analysis, specification and implementation of technical requirements in one of the following disciplines: Application development You implement the functional requirements of our customers with a broad spectrum of technologies and development processes. Integration Your focus is on quality attributes (non-functional requirements). You get the developed solutions up and running (deployment, technical architecture, etc.) and connect them to the customer's systems. By operating at the interface between customers and highly qualified development teams, you will gain a deeper insight into the broader interrelationships in the software development process and benefit from the extensive experience of our application development, integration and security specialists.\",\n", + " '[\"Operations\", \"Integration\"]',\n", + " '[\"Application Development\", \"Web Applications\", \"Process Development\", \"Software Development\", \"Functional Requirement\", \"Software Engineering\", \"Process Integration\", \"Mobility\"]',\n", + " \"['English', 'Nyanja', 'Ossetian', 'Northern Sami', 'Gaelic']\"],\n", + " ['75',\n", + " 'junior data-scientist (m/f)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.65259391e-01 2.37471595e-01 4.02921498e-01 1.00243151e-01\\n4.03606445e-01 -2.84495324e-01 5.22616357e-02 2.92965204e-01\\n-6.68480694e-02 -3.47696990e-01 -1.38469741e-01 -2.65816092e-01\\n-1.49815634e-01 1.45849427e-02 -4.01442274e-02 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8.17646086e-02\\n1.65961280e-01 -4.60202575e-01 -9.60230604e-02 -2.33497858e-01\\n-8.55634734e-02 -2.00792432e-01 7.28481337e-02 2.38590837e-02]]',\n", + " 'Job Informationen RESPONSIBILITIES: - work closely with other engineering team members, our product team members, and other stakeholders. - implement, test & document new climate change risk computations. - control the data quality at all computational steps. - employ agile development and rapid prototyping techniques. - promote best engineering practices to ensure quality assurance. - promote best team communication practices and train employees. - anticipate problems/opportunities and adapt to new challenges. OUR TECHNOLOGY STACK: - git - Python 3 - Django - PostgreSQL - Celery - UNIX - YouTrack YOU: - have experience in data manipulation and software development, particularly Python. - are interested in modern web technologies. Experience with Django is a big plus. - are a strong logical thinker. - interested in data quality management and project management. - have a Swiss work permit. - love to organize, communicate and collaborate. - would like to join a dedicated, technically savvy and enthusiastic team. - enjoy all aspects of a start-up environment. Benötigte Skills UNIX PostgreSQL Python Test Junior Konzeptionell / Analytisch',\n", + " '[\"Collaboration\", \"Communications\", \"Quality Assurance\", \"Adaptability\"]',\n", + " '[\"Django (Web Framework)\", \"Integrated Product Team\", \"Data Quality\", \"Software Development\", \"Project Management\", \"PostgreSQL\", \"Data Manipulation\", \"Python (Programming Language)\", \"Climate Change Mitigation\", \"Git Flow\", \"YouTrack\", \"Community Organizing\", \"Unix\", \"Rapid Prototyping\", \"Agile Product Development\", \"Controllability\", \"Technical Savvy\", \"Quality Management\"]',\n", + " \"['English']\"],\n", + " ['39',\n", + " 'elca data science program',\n", + " 'Lausanne',\n", + " 'IT Services',\n", + " '',\n", + " '[[-1.27562314e-01 1.75768003e-01 3.85745257e-01 -7.53846839e-02\\n5.38861632e-01 -2.51454681e-01 4.17747423e-02 5.36658525e-01\\n3.81771624e-02 -2.98006207e-01 -7.10759871e-03 -2.27944583e-01\\n1.30849138e-01 1.35768011e-01 1.82235181e-01 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Come join ELCA’s competitive Data Science Program! In this role You will actively participate in innovative data science projects with our main clients in Switzerland. Examples of areas you might work on: Natural Language Processing and Predictive Maintenance. You will learn through concrete projects, work closely with our clients and become a data science professional You will develop your skillset in a highly sought-after field and get exposure to what the market needs You will actively participate in knowledge and experience sharing meetings with the team What we offer A permanent contract with a three-year artificial intelligence program in which participants will integrate several industrial projects in the data science and data engineering fields Relevant trainings will be offered as part of the curriculum A very pleasant working environment in a dynamic and highly motivated data science team Coaching by our data science lead experts About your profile You are a strong fresh master’s graduate in the data science, computer science, communication systems or equivalent fields, or you have a master’s degree in one of these fields and have one or two years of professional / research experience. You have successfully taken at least one machine learning and data analysis courses Certifications from renowned online courses such as Stanford’s are valid Minimum required GPA in the relevant courses >= 5/6 Minimum required GPA in projects (semester and Master thesis) >= 5/6 Your team spirit is amongst your strongest qualities Your location base: Lausanne but you must be willing to travel to Geneva or Bern on a regular basis You must submit your diplomas and grades with your application Fluency in English and in either French or German',\n", + " '[\"Innovation\", \"Integration\", \"Professionalism\"]',\n", + " '[\"Machine Learning Methods\", \"Predictive Maintenance\", \"Research Experiences\", \"Data Science\", \"Activism\", \"Natural Language Processing\", \"Online Course Development\", \"Data Engineering\", \"Science Communication\", \"Computer Science\", \"Artificial Intelligence\", \"Survey Data Analysis\", \"Communications Systems\", \"Industrialization\"]',\n", + " \"['English', 'Avaric', 'Dzongkha', 'Bambara', 'Malay']\"],\n", + " ['57',\n", + " 'frontend software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.43801951e-01 3.04664254e-01 6.32743299e-01 -1.06854185e-01\\n4.87646967e-01 -2.94332951e-01 1.37239993e-01 4.09365863e-01\\n-1.33238286e-01 -3.56336474e-01 -2.24073231e-01 -2.67607152e-01\\n-1.73421398e-01 -1.65297184e-02 1.58311233e-01 3.00390780e-01\\n2.43403271e-01 1.44851759e-01 -2.55714178e-01 4.28972721e-01\\n2.42723554e-01 -1.86964929e-01 9.50703546e-02 5.76076448e-01\\n3.83632153e-01 -2.23678350e-02 -1.11208186e-01 6.76733553e-02\\n-2.63309926e-01 -2.87610650e-01 3.82483006e-01 3.96078378e-02\\n-8.19155276e-02 -2.22560436e-01 1.16582423e-01 1.13863595e-01\\n-1.85603410e-01 7.42620975e-02 8.44285116e-02 1.89040542e-01\\n-4.33212280e-01 -1.54293746e-01 1.94546625e-01 2.53879912e-02\\n-2.00338975e-01 -3.59630615e-01 1.54013216e-01 3.79333273e-02\\n7.86461122e-03 4.20111977e-02 -4.49298412e-01 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The role is a permanent position based in Zürich Canton. Your Role: Create attractive & highly interactive interfaces without losing focus on accessibility. Find & solve user experience problems. Design & implement code with a focus on robustness, scalability, reliability & performance. Participate in DevOps strategy, including automation efforts & monitoring improvements. Challenge product & user experience designers. Ensure high quality of software products with Unit, Integration & End-to-End Tests. Work in small & motivated interdisciplinary teams & bring Machine Learning, Natural Language Processing & Chatbots to the cloud. Your Skills & Experience: Very good experience in & knowledge of JavaScript, CSS3 & HTML5. Good knowledge of Browser APIs & REST API architectures. Experienced with one or more modern JavaScript frameworks including but not limited to Vuejs, React or Angular. Confident in working with one of the following languages: Python, Go, Java, Ruby or PHP. An interest in or understanding of at least one of the following: DevOps, Data Visualization, Software Architecture, User Experience Design or Interaction Design. Any Typescript experience is considered advantageous. Your Profile: University Degree in Computer Science or equivalent practical experience. Enthusiastic to work within an Agile environment & with cutting edge technologies. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " '[\"Positivity\", \"Reliability\", \"Integration\"]',\n", + " '[\"Automation\", \"Accessioning\", \"Agility\", \"Natural Language Processing\", \"Interactivity\", \"Computer Science\", \"Machine Learning\", \"Interaction Design\", \"TypeScript\", \"Ruby (Programming Language)\", \"Python (Programming Language)\", \"HTML5\", \"Agile Edge Technologies\", \"SARS Software Products\", \"Limiter\", \"Software Engineering\", \"PHP (Scripting Language)\", \"React.js\", \"Data Visualization\", \"Software Architecture\", \"JavaScript (Programming Language)\", \"Scalability\", \"User Experience Design (UX)\", \"JavaScript Frameworks\", \"Receivables\", \"Angular (Web Framework)\", \"Chatbot\", \"Experience Design\", \"User Experience\", \"Java (Programming Language)\", \"Application Programming Interface (API)\", \"DevOps\", \"RESTful API\"]',\n", + " \"['English', 'Central Khmer', 'Ossetian', 'Kyrgyz', 'Hausa']\"],\n", + " ['65',\n", + " 'internship in software engineering',\n", + " 'Zürich',\n", + " 'Venture Capital & Private Equity',\n", + " 'www.investiere.ch',\n", + " '[[-1.34337008e-01 1.63646415e-01 5.36213756e-01 -8.01078528e-02\\n5.42521477e-01 -1.00907318e-01 -9.42225754e-03 4.80246872e-01\\n-7.36143216e-02 -4.75178659e-01 9.17065609e-03 -2.05954865e-01\\n7.83101320e-02 1.36848420e-01 1.07726656e-01 2.70896733e-01\\n2.88107067e-01 1.29904479e-01 -1.59375340e-01 1.76806614e-01\\n1.99277341e-01 -1.48189917e-01 1.86817139e-01 7.22412407e-01\\n5.48068941e-01 -5.50843626e-02 -4.24359478e-02 -4.42284718e-02\\n-1.93588898e-01 -3.04115504e-01 4.47946876e-01 -7.01969862e-02\\n-8.25247914e-02 -3.96388829e-01 9.71253067e-02 -4.03905325e-02\\n-1.91450372e-01 -9.99890268e-02 -1.76792905e-01 1.99802920e-01\\n-6.17486417e-01 -2.04826638e-01 2.84638442e-02 9.48825926e-02\\n-2.84893036e-01 -3.41554403e-01 1.11690335e-01 -7.62473121e-02\\n2.65813798e-01 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We already are one of the most innovative startup investment platforms in Europe. We are now looking to grow the next level digital infrastructure for startup investments, building a service platform and network for a large community of entrepreneurs, private and institutional investors. investiere.ch is an online investment platform that offers private and institutional investors direct and professional access to startup investments. Having successfully closed more than 70 financing rounds, investiere.ch is one of the most active venture capital investors in Switzerland. As a intern in our tech team you will: Develop secure and reliable Scala web-services for our platform (scala/PlayFramework, MongoDB, MySQL, Redis and ElasticSearch, graphQL) Develop frontend applications (Angular 1.x & 5, Ionic) Support in administration of servers / cloud services Write tests for services and frontend features that you build (e.g. Postman, unit tests, etc) Find out more about our IT team. Requirements You are the right candidate for this position if most of the following skills match your profile: University Bachelor or Master degree with excellent credentials in computer science Java or Scala development Frontend experience or interest: Javascript / HTML / CSS Eager to learn and experience new technologies Ability to work independently with high attention to detail Strong command of English, our work language Entrepreneurially minded and very strong team player Benefits Dynamic and challenging startup environment Flexibility with work locations and hours Frequent team events and more Has your interest been piqued? Meet our experienced investiere team at our offices in Zurich and Geneva. The work location for this position is Zurich. If you have any further questions, just give us a call (+41 41 545 94 94). Please send your CV and cover letter using the application form below. Applications will be processed within two working days.',\n", + " '[\"Writing\", \"Professionalism\", \"Infrastructure\", \"Communications\", \"Reliability\", \"Innovation\", \"Positivity\"]',\n", + " '[\"Playframework\", \"MySQL\", \"Cascading Style Sheets (CSS)\", \"Postman\", \"Unit Testing\", \"Computer Science\", \"Scala (Programming Language)\", \"Activism\", \"Venture Capital\", \"MongoDB\", \"E (Programming Language)\", \"Levelling\", \"GraphQL\", \"HyperText Markup Language (HTML)\", \"Hostile Work Environment\", \"Investments\", \"Cloud Services\", \"Web Services\", \"Finance\", \"Digitization\", \"JavaScript (Programming Language)\", \"Redis\", \"Angular (Web Framework)\", \"Investing Online\", \"Java (Programming Language)\", \"Elasticsearch\"]',\n", + " \"['English', 'Uzbek']\"],\n", + " ['68',\n", + " 'software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.98537320e-01 1.82536557e-01 4.83016789e-01 6.47843117e-03\\n5.74284613e-01 -3.20066303e-01 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Responsibilities Help us implement security software and solutions that will power customers’ IT infrastructures Apply agile development methodologies to write high quality code that meets security, availability and performance goals Provide support to your different stakeholders Qualifications Basic Bachelor/Master’s degree in Technology/Computer Science Excellent knowledge in German and English (written and spoken) Two+ years’ experience working on projects Knowledge of Public Key Infrastructures and X.509 Strong coding skills in Java Preferred Demonstrate proficiency in one or more of: AWS, Synology, Docker, Playframework, Scala, JCE, HSM, PKCS, ASN.1, JPA/Hibernate, VueJS, asynchronous programming Full stack experience and UX design Ability to meet Swiss Government security screening requirements (background checks) Excellent team player Strong communication skills We offer a competitive benefits package and the opportunity to work in a growing and challenging software company.',\n", + " '[\"Verbal Communication Skills\", \"Writing\", \"Governance\", \"Written English\"]',\n", + " '[\"Playframework\", \"Docker (Software)\", \"Scala (Programming Language)\", \"Hibernate (Java)\", \"IT Infrastructure\", \"X.509\", \"Programming (Music)\", \"Security Software\", \"Public Key Infrastructure\", \"Computer Science\", \"Java (Programming Language)\", \"Software Development Methodologies\", \"Synology\", \"Agile Product Development\", \"Public Key Cryptography Standards (PKCS)\"]',\n", + " \"['English', 'Kikuyu', 'Spanish']\"],\n", + " ['75',\n", + " 'data-scientist',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.40152931e-01 3.86857748e-01 5.64359128e-01 -2.11751889e-02\\n5.54279625e-01 -1.63345739e-01 8.50075483e-02 2.85801649e-01\\n-3.76474373e-02 -5.54479174e-02 -1.44540608e-01 -1.84721932e-01\\n-2.62196749e-01 4.99920137e-02 1.32289350e-01 2.33172685e-01\\n1.58298552e-01 3.37551162e-02 -2.00104654e-01 2.64585495e-01\\n2.19596922e-01 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-1.55781671e-01\\n-2.01535612e-01 -3.58665466e-01 -9.71867368e-02 1.40134916e-01]]',\n", + " 'Job Informationen Tasks: Extract data from databases, write scripts to parse, clean, combine, and process them Create dashboards and visualizations of processed data, identify trends, anomalies Investigate data problems, identify patterns Draw inferences and conclusions, communicate results through reports, charts, or tables Define and implement KPIs in conjunction with the business team Basic Qualifications: University degree in Computer Science, Electrical Engineering, or Math/Physics Masters or PhD degree is a plus SQL and database experience is a must, with Hive/Hadoop a plus Good programming skills with at least one high-level language such as Python, Java, or C/C++ Good knowledge of data structures, algorithms, and statistics Knowledge of Unix shell scripting Knowledge of Machine Learning would be a plus Fluent in English (both spoken and written), additional languages are a plus 5+ years relevant experience Benötigte Skills FH Universität ETH Master SQL Python C++ Python JAVA Shell-Scripts Englisch',\n", + " '[\"Communications\", \"Investigation\"]',\n", + " '[\"Programming (Music)\", \"Shell Script\", \"Computer Science\", \"Statistics\", \"Unix Shell\", \"Visualization\", \"C++ (Programming Language)\", \"Python (Programming Language)\", \"Data Extraction\", \"Dashboard\", \"Machine Learning Methods\", \"Script Writing\", \"C (Programming Language)\", \"Apache Hive\", \"Electrical Engineering\", \"High-Level Architecture\", \"Drawing\", \"Physics\", \"Data Structures\", \"Algorithms\", \"Additives\", \"Scripting\", \"Java (Programming Language)\", \"Parsing\", \"Data Processing\", \"SQL (Programming Language)\"]',\n", + " \"['English', 'Cree', 'Assamese', 'Malayalam', 'Swahili']\"],\n", + " ['84',\n", + " 'experienced scientific software engineer',\n", + " 'Basel',\n", + " 'IT Services',\n", + " '',\n", + " '[[-3.64273340e-01 3.68838400e-01 4.66704160e-01 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relational databases (Oracle, SQL, JDBC) Broad technology background (C, C++, Git, HTML5, REST, JSON, LDAP, Linux, Windows, OSX, etc) Being fluent in English (German is a plus) Self-motivated learner, cross-platform thinking, good team-player Ihre Chance Send your application to jobs@oneagency.ch Ort: Basel Spezialisierung: HTML C# / C++ / C Linux Sprachen: Deutsch Englisch Job ID: 5514',\n", + " '[\"Self-Motivation\", \"Innovation\", \"Creativity\", \"Professionalism\"]',\n", + " '[\"Oracle SQL Developer\", \"Agility\", \"Computer Science\", \"Distributed Design Patterns\", \"Linux\", \"HTML5\", \"Cheminformatics\", \"HyperText Markup Language (HTML)\", \"JDBC Driver\", \"C (Programming Language)\", \"C# (Programming Language)\", \"Ldap Client\", \"JavaFX\", \"Swing (Dance)\", \"Data Structures\", \"Chemistry\", \"Relational Databases\", \"Drug Discovery\", \"Algorithms\", \"Git Flow\", \"Java (Programming Language)\", \"JSON\", \"Object-Oriented Programming (OOP)\"]',\n", + " 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Our wearable device, smart app and proprietary predictive algorithms empower women by giving them unique clinically researched insights and personalized data about their menstrual cycle, fertile window, and pregnancy delivered in a way that’s convenient and non-invasive. Ava was voted Best of Baby Tech at CES 2017, named a Women’s Health “Editors’ Choice” product and has been honoured as the best Swiss startup in 2017 and 2018. Our current key markets include USA, Germany, Switzerland and UK. Would you like to join us on our challenging adventure? Responsibilities: Migrate our research-database setup to a scalable, containerized environment Bring our job workflow management to the next level (Apache Airflow based) Assure research data quality with Continuous Integration (CI) tools and automated test scripts Improve and maintain MongoDB ingestion scripts Improve our PySpark-based big data ETL pipelines and update our Parquet data lake Monitor compliance and extract properties of our clinical studies (incl. automated reporting) for our Clinical team Verify the AI algorithms of our Data Science team using production data, automate output documentation meeting regulatory requirements About you: Master’s degree in Computer Science or equivalent Strong knowledge in Python is a must; knowledge of Git, PySpark, Scala, OOAD and CI is a plus 2+ years of relevant working experience with cloud based, virtual computer environments Experience with ETL pipelines for large data sets Experience with Spark, MySQL and/or MongoDB Knowledge of machine learning algorithms and tools is a plus Ability to work independently with a high sense of responsibility Fluency in English Swiss or EU/EFTA work permit Would you like to contribute to a highly motivated team, with a lot of space for your own initiatives? If yes, please apply online or send your complete application to recruiting(at)avawomen.com. We appreciate that you share our excitement for Ava. Please be aware that only complete applications (CV and motivation letter) can be considered. Ava – Revolutionizing women’s health Moritz Ritter, System Architect and Data Engineering Manager Should you not hear back from us within 3 weeks your application has unfortunately not been successful for the respective role.',\n", + " '[\"Research\", \"Team Motivation\"]',\n", + " '[\"Non-Invasive Monitoring\", \"Storage Area Network (SAN)\", \"Automation\", \"Data Quality\", \"MySQL\", \"Tooling\", \"Computer Science\", \"Prediction\", \"Fertilizers\", \"Apache Parquet\", \"Continuous Integration\", \"Apache Airflow\", \"Clinical Study Design\", \"Reproductive Health Care\", \"Pyspark\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Research Quality Framework\", \"Maintainability\", \"MongoDB\", \"Levelling\", \"Test Automation\", \"Containerization\", \"Smart Device\", \"Extract Transform Load (ETL)\", \"Pipelining\", \"Minimum Data Set\", \"Data Science\", \"Virtual Computing\", \"Personalization\", \"Artificial Intelligence\", \"Clinical Research\", \"Digital Health Technologies\", \"Big Data\", \"Scalability\", \"Data Lakes\", \"Test Script\", \"Workflow Management\", \"Algorithms\", \"Scripting\", \"Git Flow\", \"Wearables\", \"Virtual Private Cloud\", \"Regulatory Requirements\"]',\n", + " \"['English', 'Zulu', 'Kwanyama']\"],\n", + " ['49',\n", + " 'software engineer (full time\\xa0and internship)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[ 2.70995289e-01 1.54261723e-01 4.81505841e-01 3.79903391e-02\\n4.55764771e-01 -4.02951419e-01 1.70122653e-01 3.39460611e-01\\n2.01764315e-01 -3.46308976e-01 6.77916482e-02 -1.40374705e-01\\n-1.20104678e-01 -8.68354514e-02 -1.96930729e-02 2.35235572e-01\\n2.26132035e-01 -1.16104046e-02 5.89579064e-03 2.93967962e-01\\n4.99906912e-02 -1.06877416e-01 2.36763552e-01 5.25393128e-01\\n3.78643423e-01 3.06039918e-02 3.54153067e-02 1.29395515e-01\\n-3.73154163e-01 -2.04567149e-01 3.08267772e-01 -5.17313965e-02\\n2.84701567e-02 -3.36257190e-01 1.76975802e-01 2.12165620e-02\\n-1.87542245e-01 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and stable Navigating a commercial drone via our sensor and have fun REQUIREMENT Proven experience as a software engineer (a must to have for the full time job) Very good C/C++ coding skills Skilled git master, code reviewing, unit_testing, familiar with git pipeline Fluent speaking and writing in English Knowledge of software protection is a plus WHAT WE OFFER Being part of a Startup about to take off A welcoming and driven team Working in the center of Zurich Having fun with drones Good Salary & potentially participation in stock option plan (for the full time job)',\n", + " '[\"Writing\", \"Planning\"]',\n", + " '[\"Commercialization\", \"C++ (Programming Language)\", \"Incentive Stock Option\", \"Linux\", \"Software Protection\", \"Centering\", \"Git (Version Control System)\", \"Software Coding\", \"Code Review\", \"Pipelining\", \"Software Engineering\"]',\n", + " \"['English', 'Valencian']\"],\n", + " ['4',\n", + " 'product manager telecommunication solutions for railway',\n", + 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It is part of ABB’s development network with further sites, amongst others, in US, India, and Sweden. We currently have an opening for a Product Manager responsible for Telecommunication Solutions targeted at Railway. In this role, you will oversee the full range of activities generally associated with product management in a highly technical field. Do you have a strong academic background in telecommunications or ITC, complemented by hands-on experience in this field? Are you a proactive professional with the determination and expertise needed to drive our business forward? Let’s write the future. Together.Your responsibilitiesYour backgroundMore about usIt is an exciting time to join ABB Power Grids. ABB and Hitachi have signed an agreement to create a joint venture (JV). By combining ABB Power Grids’ with Hitachi’s complementary strengths, we plan to form a new and stronger global leader in the power sector. ABB Power Grids and Hitachi will have more than 230 years of combined heritage and experience. Together, we will be well-positioned to shape the future of energy, with pioneering technologies, as the partner of choice for enabling a stronger, smarter and greener grid. The transaction is expected to be completed by the first half of 2020, subject to regulatory approvals. Join us on this exciting journey. Bring your very own sense of pride and purpose as you help us drive forward the Fourth Industrial Revolution – creating a sustainable future for our planet, and your career. Join ABB and harness the power of our diverse global network, as you collaborate with and learn from our world-class teams. Above all, challenge yourself every day. Let’s write the future, together. Interested in joining our team? If so, we look forward to receiving your full application (motivation letter, CV, references) only via our online careers tool. A better world begins with you at www.abb.com/careers ABB Switzerland Ltd. Tamara Hofmann Talent Partner Phone: +41 79 627 53 03 www.facebook.com/ABBCareer www.xing.com/companies/abbschweizag www.linkedin.com/company/abb www.instagram.com/abbcareer',\n", + " '[\"Collaboration\", \"Proactivity\", \"Writing\", \"Planning\"]',\n", + " '[\"Production Management\", \"Tooling\", \"TARGET 3001!\", \"Activism\", \"Library For WWW In Perl\", \"Centering\", \"Component Object Model (COM)\", \"Sustainability\", \"Product Management\", \"Develop Networks\", \"Telecommunications\", \"Joint Ventures\", \"Receivables\", \"Industrialization\"]',\n", + " \"['English', 'Galician', 'Azerbaijani']\"],\n", + " ['49',\n", + " 'software engineer (full time\\xa0and internship)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[ 2.70995289e-01 1.54261723e-01 4.81505841e-01 3.79903391e-02\\n4.55764771e-01 -4.02951419e-01 1.70122653e-01 3.39460611e-01\\n2.01764315e-01 -3.46308976e-01 6.77916482e-02 -1.40374705e-01\\n-1.20104678e-01 -8.68354514e-02 -1.96930729e-02 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-2.78068036e-01 -1.06334381e-01 1.03096487e-02\\n9.12798196e-02 -3.42864245e-01 -3.14438785e-03 3.43024842e-02\\n-2.19103932e-01 -4.65167135e-01 -1.08838819e-01 -1.57338381e-01]]',\n", + " 'WHAT YOU DO Extend the function of existing software / coding for cool new features Test and optimize the software running on embedded Linux / make our software fast and stable Navigating a commercial drone via our sensor and have fun REQUIREMENT Proven experience as a software engineer (a must to have for the full time job) Very good C/C++ coding skills Skilled git master, code reviewing, unit_testing, familiar with git pipeline Fluent speaking and writing in English Knowledge of software protection is a plus WHAT WE OFFER Being part of a Startup about to take off A welcoming and driven team Working in the center of Zurich Having fun with drones Good Salary & potentially participation in stock option plan (for the full time job)',\n", + " '[\"Writing\", \"Planning\"]',\n", + " '[\"Commercialization\", \"C++ (Programming Language)\", \"Incentive Stock Option\", \"Linux\", \"Software Protection\", \"Centering\", \"Git (Version Control System)\", \"Software Coding\", \"Code Review\", \"Pipelining\", \"Software Engineering\"]',\n", + " \"['English', 'Northern Sami', 'Faroese', 'Dzongkha']\"],\n", + " ['33',\n", + " 'data scientist',\n", + " 'Zug',\n", + " '',\n", + " '',\n", + " '[[-2.31740057e-01 3.83841336e-01 3.88520598e-01 9.01493505e-02\\n5.69051147e-01 -1.93774179e-02 -2.77277566e-02 2.40062594e-01\\n-4.14609239e-02 -4.04899120e-01 -2.18678340e-02 -2.36729100e-01\\n-1.66668862e-01 6.04390837e-02 1.64613537e-02 5.51508069e-01\\n3.32936347e-01 5.15374467e-02 -2.02081770e-01 3.61722797e-01\\n9.06946361e-02 -3.83038223e-02 2.49012243e-02 7.63345063e-01\\n4.38887268e-01 -3.51420715e-02 -5.33361807e-02 1.00199413e-03\\n-2.80133277e-01 -2.08985955e-01 4.39990759e-01 1.29641846e-01\\n-2.73225248e-01 -4.00861859e-01 9.45106298e-02 1.52791634e-01\\n-2.50621766e-01 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We help our clients with deploying proven process frameworks and software tools to ensure effective and efficient data strategy and implementation to the highest data quality standards. As DAI Group, we develop an objective-driven, data-led organisation by embedding analytics in the core of the business and optimise organisations for the future way of working.We help our clients with the latest solutions and techniques in Machine Learning and Automation to deliver the right solution for an efficient business transformation. If you are a wizard in statistics, algorithm theory, computer science, database theory, applied economics or engineering and you would like to work in an environment with startup-spirit, send us your application. Minimum qualifications Master or PhD degree in computer science, physics, applied mathematicsor equivalent practical experience Experience with machine and deep learning systems, statistical data analysis (e.g. linear models, multivariate analysis, stochastic models, sampling methods, etc.) Experience in programming in one or more of the following: Python, R, C/C++or Scala Robust knowledge on Database structures (Oracle, MS SQL) Experience deriving data-driven business insights and effectively communicating actionable recommendations to senior management We are looking for team players with high ethical standards who are willing and able to learn and apply new technologies Preferred qualifications Demonstrated experience with one or more machine learning frameworks: Tensorflow, Keras, Theano, Scikit, etc. Experience with machine learning on large datasets Experience with graph databases and enterprise knowledge graphs Ability to draw conclusions from data and to recommend actions Familiar with context analysis, NLP and word embeddings Experience with working in project environments using agile methodology Demonstrated leadership and self-direction. About the job At DAI group, data drives all of our decision-making. Using analytical methods, you mine through data to identify opportunities for our client to operate more efficiently. Your area of application vary from e.g. solving context related problems with neural networks to optimization of models for customer behaviour with genetic algorithms or reinforcement learning. You will deal with large volume of structured and unstructured data to store, cleanse and train. As a data scientist, you will support the project insights gained from analysing company data. The candidate must have good experience using a variety of data analysis methods, using a variety of data tools, helping building and implementing models. The candidate will have a passion for discovering solutions hidden in large data sets and working with stakeholders to improve business outcomes. Interested? Please send your CV, references and a motivation letter to us.',\n", + " '[\"Leadership\", \"Professionalism\", \"Management\", \"Communications\", \"Operations\", \"Decision Making\", \"Consulting\"]',\n", + " '[\"Automation\", \"Data Quality\", \"Tooling\", \"Programming (Music)\", \"Context Analysis\", \"Genetic Algorithm\", \"Business Efficiency\", \"Help Authoring Tool\", \"Theano (Software)\", \"Computer Science\", \"Analytics\", \"Knowledge Graph\", \"Statistics\", \"Machine Learning\", \"Database Storage Structures\", \"Scala (Programming Language)\", \"Python (Programming Language)\", \"Database Theory\", \"Sampling (Statistics)\", \"E (Programming Language)\", \"Machining\", \"Embedding\", \"Dataset\", \"Keras (Neural Network Library)\", \"Word Embedding\", \"Machine Learning Methods\", \"Minimum Data Set\", \"Unstructured Data\", \"Linear Model\", \"C (Programming Language)\", \"Agile Methodology\", \"Eclipse Process Framework\", \"R (Programming Language)\", \"Artificial Intelligence\", \"TensorFlow\", \"Computability Theories\", \"Deep Learning\", \"Multivariate Analysis\", \"Survey Data Analysis\", \"Drawing\", \"Stochastic Modeling\", \"Applied Physics\", \"Recurrent Neural Network (RNN)\", \"Graph Database\", \"Language Experience Approach\", \"Algorithms\", \"Business Transformation\", \"Derivatives\", \"Reinforcement Learning\", \"SQL (Programming Language)\", \"Applied Economics\", \"Data Analysis\"]',\n", + " \"['English', 'Kirghiz', 'Castilian', 'Kurdish']\"],\n", + " ['75',\n", + " 'software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.94451922e-01 2.88712293e-01 4.79655236e-01 -3.42757665e-02\\n3.94566208e-01 -1.11883506e-01 -3.18306983e-02 2.08265081e-01\\n-1.29073679e-01 -3.08327973e-01 -1.38809383e-01 -2.45947987e-01\\n-3.04558307e-01 2.12930962e-02 1.05452396e-01 3.95390332e-01\\n1.64450854e-01 7.23929852e-02 -2.84079999e-01 3.83422703e-01\\n1.03670388e-01 9.05080959e-02 -1.82524785e-01 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1.36613205e-01]]',\n", + " 'Job Informationen Your tasks: Design and build complex data processing pipelines and data-centric systems Build tools and components for data ingestion and data transformation Develop machine learning modules for various forms of data and modalities Systematically work towards strict metrics (performance, resource usage, reliability) Work within a talented and fast-paced team of engineers Your profile: 1-3 years of experience in building large scale distributed systems In-depth understanding of concepts such as algorithms, networking and internet technology Deep knowledge in Scala, Java, or C++ and Python, Bash, or Perl Knowledge of databases and messaging systems (e.g. Couchbase, Kafka) Knowledge of modern architectural patterns e.g. REST, microservices, stream processing Knowledge of a batch processing framework e.g. Spark, Hadoop Experience with version control systems (e.g. Git) and cloud technologies (e.g. AWS) Interest in large scale data mining and machine learning is desirable Knowledge of client-side technologies (e.g. JavaScript, Angular, React) is a plus Bachelor/MSci/PhD degree in Computer Science or equivalent Ability to communicate well in English and to thrive in a peer-driven engineering culture Benötigte Skills Scala JAVA C++ Python Python Bash Perl Python JavaScript Angular Englisch',\n", + " '[\"Communications\", \"Reliability\"]',\n", + " '[\"Control Systems\", \"Distributed File Systems\", \"Python Server Pages\", \"Knowledge Process Outsourcing\", \"Computer Science\", \"Perl (Programming Language)\", \"Message Handling Systems\", \"Build Tools\", \"Scale (Map)\", \"C++ (Programming Language)\", \"Scala (Programming Language)\", \"Version Control\", \"Python (Programming Language)\", \"E (Programming Language)\", \"Data Transformation\", \"Microservices\", \"Pipelining\", \"React.js\", \"Machine Learning Methods\", \"Stream Processing\", \"JavaScript (Programming Language)\", \"Performance Metric\", \"Bash (Scripting Language)\", \"Architectural Patterns\", \"Electronic Data Processing\", \"Data Mining\", \"Java Data Mining\", \"Angular (Web Framework)\", \"Modulation\", \"Batch Processing\", \"Resourcing\", \"Algorithms\", \"Git Flow\", \"Amazon Data Pipeline\", \"Java (Programming Language)\", \"Data Ingestion\", \"Cloud Technologies\"]',\n", + " \"['English']\"],\n", + " ['57',\n", + " 'software engineer - c# -',\n", + " 'Switzerland',\n", + " '',\n", + " '',\n", + " '[[-1.64772525e-01 2.76807666e-01 5.46194911e-01 -1.78663999e-01\\n4.68478411e-01 -3.67524981e-01 2.13195235e-01 4.24296647e-01\\n-8.17956924e-02 -3.46826196e-01 -8.41753632e-02 -2.51772672e-01\\n-5.15617654e-02 7.74513632e-02 1.66734904e-01 3.50251496e-01\\n2.73966372e-01 1.33402050e-01 -1.19294614e-01 3.50635916e-01\\n1.25488773e-01 -1.88268602e-01 1.06664672e-01 6.52806878e-01\\n4.65819895e-01 1.71995386e-01 -8.93028975e-02 1.76807925e-01\\n-3.22892785e-01 -4.05892164e-01 4.49922711e-01 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This role is a permanent position based in Zug Canton. Your Role: Support the development of a new software platform for the operation of future machines. Assist in the design & implementation of operating software in C # with the .NET Framework. Actively participate within a motivated Scrum team. Utilize agile development methods & tools (TDD, BDD). Your Skills: Sound software knowledge & experience in C#. Good database experience & know-how (entity framework, SQL server). Interested in GUI programming (WPF), experience in this area is advantageous. Your Profile: Completed Computer science university degree. Innovative, precise, adaptable & dynamic. Self-driven, systematic, time-conscious & a networked mindset. Fluent German & English (spoken & written). If you wish to apply, please send us your resume in Word format with some references. You can also register on our website which will allow you to receive other exclusive and confidential job offers.',\n", + " '[\"Innovation\", \"Adaptability\", \"Operations\", \"Positivity\"]',\n", + " '[\"Tooling\", \"Test-Driven Development (TDD)\", \"Activism\", \"Programming (Music)\", \"Receivables\", \"C# (Programming Language)\", \"Knowledge Management Software\", \"Scrum (Software Development)\", \"Computer Science\", \"Machining\", \"Microsoft SQL Servers\", \"Agile Product Development\", \"Vienna Development Methods\", \"Entity Framework\", \"Software Engineering\", \".NET Framework\"]',\n", + " \"['English', 'Afar']\"],\n", + " ['65',\n", + " 'phd student – early stage researcher: mechanoregulation of bone remodeling in type 2 diabetes using hrpqct in vivo patient data',\n", + " 'Zürich',\n", + " 'Colleges & Universities',\n", + " '',\n", + " '[[-3.61084938e-01 3.28587145e-01 2.76164651e-01 -9.28510427e-02\\n6.49298191e-01 1.35862995e-02 -6.90809637e-03 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-3.55143510e-02\\n5.53594887e-01 -1.88345119e-01 -2.18416423e-01 -3.62317026e-01\\n1.07454350e-02 -3.62625390e-01 -1.28734589e-01 -4.46790792e-02\\n1.18773624e-01 -2.75301129e-01 -2.84873784e-01 -4.94203717e-01\\n-1.65761381e-01 -3.01482797e-01 -1.37003541e-01 2.47487221e-02]]',\n", + " '100%, Zurich, temporary The EU-funded Innovative Training Network FIDELIO (www.fidelio-project.eu) aims to train the next generation of scientists in order to tackle the challenges of diabetic bone disease from various angles and with the newest technologies available. Interdisciplinary training and implementation of innovative approaches are key. Within this consortium, we will comprehensively unravel the genetic and environmental mechanisms that contribute to bone fragility in diabetes, identify predictors and clinical markers for patient stratification, decipher the underlying molecular mechanisms of bone fragility in diabetes, and establish potential interventions through a personalised medicine approach. Project background The project will address different aspects of diabetic bone disease from the viewpoints of epidemiology, genetics, miRNAs, microbiome, bone biology, bone biomechanics and microstructure, preclinical and clinical research. It will utilise advanced imaging and computational approaches, diabetes mouse models and access to clinical cohorts and registry data to obtain a comprehensive overview of how these mechanisms combine in diabetes to cause increased fracture risk. With this interdisciplinary approach, we can explore the impact of biological pathways in mouse models and/or humans, and interactions with diet, exercise and other exposures. Collaborations with industry will allow early identification of IP, access to state of the art technologies, and will complement the academic ESR training programme with entrepreneurship and industrial mentoring. This project will be completed at the Institute for Biomechanics, which is a multidisciplinary research unit dedicated to the biomechanical investigation of the musculoskeletal system from macro (organ) to micro (cell) down to nano (molecule) with more than 100 scientists working in the Institute. Professor Müller as the Head of the Laboratory for Bone Biomechanics has pioneered microtomographic imaging (microCT) of biological tissues both in vitro and in vivo, a technology that has been commercialized as a spin-off from ETH Zurich in the mid-1990s and is now successfully used in hundreds of laboratories and companies around the globe for research and development. The research the Laboratory is currently pursuing employs state-of-the-art biomechanical testing and simulation techniques as well as novel bioimaging and visualization strategies for musculoskeletal tissues. Today, these techniques are successfully employed for the quantitative assessment and monitoring of structure function relationships in tissue regeneration, growth and adaptation. These approaches are now often used for precise phenotypic characterization of tissue response in mammalian genetics, mechanobiology as well as tissue engineering and regenerative medicine. More information about the laboratory can be found at www.bone.ethz.ch. Job description Your PhD project: You will develop novel bone imaging and computational methods for mechanobiological bone remodeling studies from bench (supercomputer) to the bedside (clinical computing) in the hospital environment. These approaches will then be used to investigate the effects of diabetes on local mechanoregulation of bone remodeling in T1D and T2D as well as appropriate controls, identifying its relationship to bone fragility, and the biomarkers, which are directly linked to this impairment in mechanoregulation. This will allow to describe alterations in the mechanobiological control of bone remodelling in T2D and identification of novel biomarkers predicting disturbed mechanoregulation in T2D patients using state-of-the-art high-resolution patient imaging and computational modeling. Secondments: You will embark on secondments to other FIDELIO partners (USFD (UK), IBM (CH)) to access experimental models or tools or receive training not available in the home laboratory. This will include training in how HRpQCT imaging is used in clinical practice in Sheffield as well as code optimization at IBM in Zurich. Total secondment time is 4 months. Benefits of working in an ITN: You will be working within our highly international group of more than twenty researchers with experience in a broad range of sciences. You will get in contact with the other members of this international consortium and will benefit from the joint training platform to develop skills necessary for developing a thorough understanding of the mechanisms of Diabetes and the bone metabolism and for obtaining industry skills. Your profile Applicants must hold a MSc or equivalent in the field of biomedical engineering, mechanical engineering, electrical engineering or a related discipline. Applicants must have a solid knowledge of computer modeling and simulation using Python. Experience with imaging and image processing is desired. Strong interest to work with human clinical data is a prerequisite. Applicants can be of any nationality. Applicants must have the ability to understand and express themselves in both written and spoken English to a level that is sufficiently high for them to derive the full benefit from the network training. Applicants must be eligible to enroll on a PhD program at the host institution. In addition: H2020 MSCA Mobility Rule: researchers must not have resided or carried out their main activity (work, studies, etc.) in the country of the host organization (Switzerland) for more than 12 months in the 3 years immediately before the recruitment date. Compulsory national service, short stays such as holidays, and time spent as part of a procedure for obtaining refugee status are not taken into account. H2020 MSCA eligibility criteria: Early Stage Researchers (ESRs) must, at the date of recruitment by the host organization, be in the first four years (full-time equivalent research experience) of their research careers and have not been awarded a doctoral degree. Full-Time Equivalent Research Experience is measured from the date when the researcher obtained the degree entitling him/her to embark on a doctorate (either in the country in which the degree was obtained or in the country in which the researcher is recruited, even if a doctorate was never started or envisaged). ETH Zurich ETH Zurich is one of the world’s leading universities specialising in science and technology. We are renowned for our excellent education, cutting-edge fundamental research and direct transfer of new knowledge into society. Over 30,000 people from more than 120 countries find our university to be a place that promotes independent thinking and an environment that inspires excellence. Located in the heart of Europe, yet forging connections all over the world, we work together to develop solutions for the global challenges of today and tomorrow. Working, teaching and research at ETH Zurich Get connected Interested? We look forward to receiving your online application. Please note that we exclusively accept applications submitted through our online application portal. Applications via email or postal services will not be considered. Planned key dates: Recruitment event in Rome: 25 November 2019 Expected start date: 1 January 2020 Further information about the Laboratory for Bone Biomechanics at the Institute of Biomechanics, ETH Zurich can be found on our website www.bone.ethz.ch. For further information on the job, please contact Dr. Caitlyn Collins, email caitlyn.collins@hest.ethz.ch (no applications).',\n", + " '[\"Research\", \"Adaptability\", \"Collaboration\", \"Planning\", \"Investigation\", \"Hospitality\", \"Innovation\", \"Teaching\"]',\n", + " '[\"Research Experiences\", \"Tooling\", \"Accessioning\", \"Molecular Mechanics\", \"Human Musculoskeletal Systems\", \"IP Access Controllers\", \"Interactivity\", \"Forging\", \"Prediction\", \"Genetics\", \"Staging\", \"Regenerative Medicine\", \"Mechanicals\", \"Industrialization\", \"Visualization\", \"Metabolism\", \"Activism\", \"Biomechanical Engineering\", \"Alterations\", \"IBM System Z10 (IBM System/360 Mainframe Line)\", \"Python (Programming Language)\", \"Biomechanics\", \"Levelling\", \"Multidisciplinary Research\", \"Experimentation\", \"Bones\", \"Clinical Practices\", \"DR-DOS\", \"Environmentalism\", \"Hosting\", \"Mobility\", \"Entrepreneurship\", \"Image Processing\", \"Short Message Service\", \"Library For WWW In Perl\", \"Biology\", \"Electrical Engineering\", \"Accounting\", \"High Resolution Transmission (HITRAN)\", \"Clinical Research\", \"Supercomputing\", \"Mechanical Engineering\", \"Biomedical Engineering\", \"Tissue Engineering\", \"Simulations\", \"Genetic Epidemiology\", \"Humanism\", \"Imaging\", \"Receivables\", \"Clinical Data Warehouse\", \"Macros\", \"Research And Development\", \"Phenotyping\", \"Additives\", \"Microstructure\", \"Derivatives\", \"Job Descriptions\", \"Commercialization\", \"National Lifeguard Service\", \"Advanced Imaging Technology\", \"Controllability\"]',\n", + " \"['English', 'Bengali']\"],\n", + " ['28',\n", + " 'software engineer i',\n", + " 'Winterthur',\n", + " 'Other Retail Shops',\n", + " 'www.vistaprint.com',\n", + " '[[-1.46163195e-01 1.71113238e-01 4.66797113e-01 5.53838871e-02\\n4.20227647e-01 -1.58884525e-01 -4.16147262e-02 4.43766683e-01\\n-9.35825109e-02 -4.80728626e-01 3.88963968e-02 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1.08486246e-02 -7.39396960e-02 -2.48876303e-01\\n9.26301442e-03 -3.29158694e-01 -2.75775213e-02 -1.34276748e-01\\n2.15331644e-01 -2.04877406e-01 -3.29123326e-02 -1.11108474e-01\\n3.42388928e-01 1.87776566e-01 5.76064229e-01 -5.16274944e-03\\n1.88917845e-01 -3.61513942e-01 -2.18449175e-01 1.77374214e-01\\n8.69877785e-02 1.36127338e-01 3.70997563e-02 1.12730145e-01\\n-2.65323937e-01 -8.62435400e-02 2.21350789e-01 3.35069835e-01\\n-3.31674188e-01 2.15536430e-02 -2.03343749e-01 1.09345511e-01\\n-1.65931843e-02 1.16897292e-01 -1.57763332e-01 -6.23464063e-02\\n-1.83033824e-01 -3.81931871e-01 1.95624620e-01 -7.35355169e-02\\n-1.01865284e-01 -2.95328386e-02 2.72893667e-01 1.71196148e-01\\n-2.43883163e-01 -3.51246670e-02 -8.05938989e-02 1.67694569e-01\\n1.23117037e-01 2.18069434e-01 -1.64075896e-01 -3.15004051e-01\\n-1.93215638e-01 1.01955071e-01 -1.14686944e-01 -5.29431030e-02\\n1.21237785e-01 3.54982376e-01 -8.47932398e-02 -3.24981809e-02\\n5.56366026e-01 3.49633768e-02 -2.62598097e-01 -1.38372853e-01\\n-1.42973945e-01 -2.48511657e-01 -1.18724197e-01 -1.47465661e-01\\n2.76193291e-01 -3.24781716e-01 -1.02952160e-01 -8.32249597e-02\\n6.20683730e-02 -2.88561851e-01 1.18765853e-01 -2.90831700e-02]]',\n", + " 'Welcome to Cimpress, the world leader in mass customization. We are audacious, innovative, and growing. Are you ready to work for one of the biggest companies in the Mass Customization industry? Cimpress is, with offices in over 20 countries and counting, a true global company. Our business successfully brings print and mass customization to the 21st century. In our team, we develop software and capabilities to make customized products available to everyone. Our products range from T-Shirts to business cards – you name it, we print it! In total, we are capable of producing over 80 million unique products. Founded in 1995, we are constantly growing and will continue to do so in the future. We are about to disrupt the entire industry, are you ready to join us and contribute? Your role will involve: As a technologist, you’ll be working in a cloud-first environment, while contributing to a series of microservices with a large focus on user interfaces. With a strong attention to detail, you are willing to develop a UI more than just make it functional. As a person with an interest in UI, you see nuances in design, such as unusual spacings, sizes, colors, and inconsistencies in different parts of the same app. As a human, you’ll be working in a fun environment where teams organize events throughout the year (Pizza lunches, Friday afternoon beers, monthly tech talks, video and board games nights), and also make connections outside the office (yes, we love the Swiss mountains). Additionally, being able to work from home and flexible work hours support the needs of ones personal life. To be a bit more specific, you will be responsible for the software development of components that are part of Fulfillment in our Mass Customization Platform. The role is part of a team of cross-functional software engineers that focus in the Fulfillment space. As such we offer business critical APIs with high traffic and focus focus on scalability and resilience as well as prototyping new features and microservices. As the platform is continuously improved, you will see and feel instantly your impact. Understanding the needs of our users and how they experience our applications is a big part of your job. Your responsibilities include everything from implementing new applications and handling data, to debugging and communicating with our users. Being in a small team, you will have a lot of freedom to make your own choices which comes with a lot of responsibility which you should feel comfortable with. About you: Micro-interactions like animations and proper colors is interesting for you. With a feeling for layout, UI composition, and which UI element to use for the job, your designs using our platform components achieve the right harmony and balance.You are able or are willing to learn developing in a cloud-first environment, and deploying and running services in the cloud (we use AWS and their offerings like CloudFront, S3, Lambda, etc.)You have an agile mindset. You are willing to innovate and explore solutions by interpreting the corporate strategy. And you’ll have persistence to stabilize, improve and monitor existing services.You have strong experience in one or more programming languages and remain open to learn new ones (the most of our code is in Node.js but we experiment frequently)Preferably, you have experience in a web framework like React, Vue or Angular (we primarily use Vue)You are able to fluently write and speak in English, and are open to work in a multi-cultural environment. We offer: All you need to get your job done: From a competitive salary to a relocation package, health insurance, above-standard pension contributions, and travel expenses.All you need to become a better technologist: Probably the most challenging and interesting environment in the mass customization and printing industry. Using state-of-the-art software engineering and deployment strategies and tools.All you need to grow: Working with exceptional technologists. And professionals across various roles and disciplines. And responsibility to grow in your team as well as with your team. Equal Opportunity Employer Cimpress is an Equal Employment Opportunity Employer. All qualified candidates will receive consideration for employment without regard to race, color, sex, national or ethnic origin, nationality, age, religion, citizenship, disability, medical condition, sexual orientation, gender identity, gender presentation, legal or preferred name, marital status, pregnancy, family structure, veteran status or any other basis protected by human rights laws or regulations. This list is not exhaustive and, in fact, in many cases we strive to do more than the law requires.',\n", + " '[\"Writing\", \"Professionalism\", \"Resilience\", \"Communications\", \"Presentations\", \"Innovation\", \"Persistence\"]',\n", + " '[\"Disabilities\", \"Tooling\", \"Human Rights Issues\", \"Agility\", \"KM Programming Language\", \"Interactivity\", \"Vue.js\", \"Web Frameworks\", \"Industrialization\", \"Compositing\", \"Intelligence Data Handling\", \"Node.js\", \"Prototyping\", \"Medic\", \"Business Card Design\", \"Microservices\", \"Software Engineering\", \"React.js\", \"Learning Development\", \"Corporate Strategy\", \"Probability\", \"Cross-Functional Coordination\", \"Animations\", \"Equalization\", \"Personalization\", \"Mass Customization\", \"Scalability\", \"Receivables\", \"Humanism\", \"Angular (Web Framework)\", \"Online Focus Groups\", \"Software Development\", \"Amazon Cloudfront\", \"Coloring\", \"User Interface\", \"Debugging\"]',\n", + " \"['English', 'English', 'Danish', 'Tibetan', 'Kuanyama']\"],\n", + " ['75',\n", + " 'software engineer (m/w)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.32771158e-01 3.23575675e-01 3.22079837e-01 2.11038645e-02\\n4.28447992e-01 -8.46897438e-02 -6.14280589e-02 2.52944112e-01\\n-7.71240592e-02 -4.60035145e-01 7.07489923e-02 -1.96435317e-01\\n-1.78112105e-01 -8.70894343e-02 1.49234504e-01 5.19659817e-01\\n1.30023852e-01 6.24674968e-02 -6.89474419e-02 4.44085509e-01\\n9.07824561e-02 -5.03305718e-02 -1.05173320e-01 8.01011920e-01\\n3.50438774e-01 -3.50439884e-02 -1.50030240e-01 9.87674147e-02\\n-2.45800763e-01 -3.04026783e-01 3.85356247e-01 9.66515467e-02\\n-4.94073480e-02 -4.21713650e-01 7.00240061e-02 1.49487287e-01\\n-2.98419803e-01 -5.70223527e-03 -4.43303734e-02 3.14540148e-01\\n-4.76185888e-01 -3.82286489e-01 8.77431855e-02 -8.39554518e-02\\n-2.73328215e-01 -2.70228058e-01 -1.36637434e-01 -3.58960554e-02\\n1.82698742e-01 1.38409203e-02 -6.53364897e-01 3.19564313e-01\\n-5.54208234e-02 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1.21297017e-01\\n-2.46108204e-01 -3.99563946e-02 -9.20972303e-02 2.89270997e-01\\n-3.49839665e-02 4.90244478e-01 -2.02553615e-01 -1.74713135e-01\\n-3.91795903e-01 2.53912449e-01 -6.32460490e-02 1.61259428e-01\\n-2.01776400e-01 3.90940279e-01 1.61536694e-01 1.89745039e-01\\n1.84292421e-01 1.53588504e-01 -2.48056233e-01 -2.02077478e-01\\n-1.82787538e-01 -2.53081918e-01 1.07800871e-01 -3.43111269e-02\\n6.59308732e-02 -3.48187774e-01 2.88559310e-02 -2.02361494e-01\\n-2.63630450e-01 -3.82653534e-01 -1.28160104e-01 2.40338184e-02]]',\n", + " 'Job Informationen Your tasks: Create and deploy production-ready machine learning models, life-cycle management Evaluate and assess model quality through metrics and experiments End-to-end responsibility for socio-demographic predictions, audience expansions and interest inference Writing production code with Spark and Scala and creating advanced pipelines with Luigi Working with git on github, various services on AWS, Jira and Confluence with an agile software development culture Your profile: Deep knowledge in Scala, Java or C++ and strong skills in either Python or Bash Expertise in using Spark, Hadoop, etc. for scalable data processing and machine learning Understanding and experience in various machine learning algorithms Experience in applying machine learning and deep learning for real-world applications In-depth understanding of concepts such as algorithms, networking and internet technology Able to communicate well in English and to thrive in a peer-driven engineering culture Benötigte Skills Scala C++ JAVA Python Python Bash Englisch',\n", + " '[\"Communications\", \"Writing\"]',\n", + " '[\"Python Server Pages\", \"Luigi (Python Package)\", \"Prediction\", \"Machine Learning\", \"Project Management Life Cycle\", \"C++ (Programming Language)\", \"Scala (Programming Language)\", \"Python (Programming Language)\", \"Pipelining\", \"Machine Learning Methods\", \"Github\", \"Agile Software Development\", \"Machine Learning Algorithms\", \"Bash (Scripting Language)\", \"Electronic Data Processing\", \"Deep Learning\", \"Atlassian Confluence\", \"Software Development\", \"Algorithms\", \"Production Code\", \"Git Flow\", \"JIRA Studio\", \"Java (Programming Language)\", \"Data Processing\"]',\n", + " \"['English', 'Pashto', 'Yoruba', 'Yoruba', 'Slovak']\"],\n", + " ['82',\n", + " 'big data engineer',\n", + " 'Zürich',\n", + " 'Staffing & Outsourcing',\n", + " 'www.nicollcurtin.com',\n", + " '[[-3.59203309e-01 2.84078747e-01 4.03332740e-01 7.03492612e-02\\n6.18659675e-01 -2.21305519e-01 -3.66830193e-02 4.68001425e-01\\n-9.57974698e-03 -3.22790772e-01 -1.28672332e-01 -1.54692918e-01\\n-7.85306841e-02 1.48028374e-01 1.81689672e-02 2.28859752e-01\\n3.20908666e-01 1.63636461e-01 -3.45691405e-02 3.29709291e-01\\n7.10510910e-02 -1.42218173e-01 1.08264901e-01 6.83549345e-01\\n3.48668456e-01 5.43728704e-03 -8.57399628e-02 3.12719084e-02\\n-3.08920473e-01 -2.14215368e-01 3.86555463e-01 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respected international tier-1 banking client of mine is seeking a Big Data DevOps Engineer for a job opportunity in Zurich. This bank has always been at the forefront of technology advancements and development of banking applications, and they currently need a Big Data DevOps Engineer. As the Big Data DevOps Engineer in Zurich, you will have the opportunity to build and maintain a big data platform along with a team of engineers and systems experts. You will be responsible for deploying, automating, maintaining, troubleshooting, and improving the systems that keep the back-end infrastructure running smoothly. Some key skills you will need for this role; Cloudera Hadoop administration/engineering experience, understanding of Linux engineering, Cluster management skills, ability to support incident management skills which means good customer-facing skills as well, and good problem-solving skills. Additionally, skills with Tableau administration, Control-M or Rundeck exposure as well as knowledge of SQL syntax will be very desired. This is for a contract job with an initial duration of six months. To apply for this Big Data DevOps Engineer job within banking in Zurich, please forward your CV to ameya.khare@nicollcurtin.com.',\n", + " '[\"Infrastructure\", \"Troubleshooting (Problem Solving)\", \"Management\", \"Problem Solving\"]',\n", + " '[\"Automation\", \"Syntax\", \"Tableau (Business Intelligence Software)\", \"Back End (Software Engineering)\", \"Banking\", \"Data Management Platforms\", \"Expert Systems\", \"Additives\", \"Component Object Model (COM)\", \"Linux\", \"Maintainability\", \"Control-M (Batch Scheduling Software)\", \"Incident Management\", \"Big Data\", \"SQL (Programming Language)\", \"DevOps\", \"Rundeck\"]',\n", + " \"['English', 'Chuang', 'Afrikaans', 'Afar']\"],\n", + " ['84',\n", + " 'big data developer / data engineer',\n", + " 'Zürich',\n", + " 'IT Services',\n", + " '',\n", + " '[[-2.13305146e-01 2.71299779e-01 4.91974533e-01 1.09716458e-02\\n4.47085828e-01 -1.95972487e-01 -2.03588866e-02 3.60220253e-01\\n-9.42673013e-02 -3.77513289e-01 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Your responsibilities Developing a high-quality code base for the data pipelines Interacting with the data scientists, business analysts and IT engineers to define data needs & provide solutions Maintenance of the databases, data lakes and data pipeline orchestration Development, provisioning and monitoring of data products …room for own data / engineering projects Your profile At least one year experience in a similar data science environment Well versed in Scala and/or Java Your focus is on developing high-quality software incl. unit & integration tests You have worked with distributed computing technologies like Apache Spark You are open for new technologies and challenges Nice-to-Have: Experience with SQL und noSQL databases Experience with Python You are familiar with cloud computing services like AWS or Google Cloud Knowledge of data science concepts is a strong plus Your chance Apply now: jobs@oneagency.ch! Ort: Zürich Spezialisierung: JAVA Entwicklung SQL Sprachen: Deutsch Englisch Job ID: 2371',\n", + " '[\"\"]',\n", + " '[\"Apache Spark\", \"NoSQL\", \"Nice (Unix Utility)\", \"Interactivity\", \"Azure Data Lake\", \"Data Engineering\", \"Distributed Computing\", \"Software Quality Management\", \"Integrity Testing\", \"Python (Programming Language)\", \"Data Science\", \"Google Cloud\", \"Project Engineering\", \"Data Lakes\", \"Amazon Data Pipeline\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Cloud Computing\", \"Documentation Based Coding\"]',\n", + " \"['English', 'Catalan', 'Telugu', 'Latvian']\"],\n", + " ['55',\n", + " 'sports statistician (data collection)',\n", + " 'Bern',\n", + " 'Computer Hardware & Software',\n", + " '',\n", + " '[[ 4.38705273e-02 2.73132533e-01 4.56359893e-01 -1.44988209e-01\\n4.08261806e-01 -2.12239057e-01 2.81246036e-01 6.04110956e-01\\n-1.47184394e-02 -2.84927487e-01 -6.02068156e-02 -2.38204107e-01\\n4.87643071e-02 5.20537868e-02 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-1.56765699e-01\\n-1.13471210e-01 -3.30868095e-01 -2.46754829e-02 -2.13712871e-01\\n9.31640491e-02 -3.79035413e-01 -8.22609365e-02 -8.66857022e-02\\n-3.65658671e-01 -1.92139536e-01 3.97475846e-02 -1.03776036e-02]]',\n", + " 'Job Description Genius Sports Statisticians are responsible for attending Volleyball/Handball events in Bern/Switzerland and reporting all the action directly from the venue using our state-of-the-art Mobile Interface and short key-phrase reports. This is a great part-time position and as such, students are very welcome to apply. No prior reporting knowledge is required, full training included. Job requirements: Good knowledge of the rules of Volleyball/HandballClear and understandable spoken EnglishWillingness to travel to sports venues (driver’s license or travel card is an advantage)Availability to attend sports events, including on weekdays and/or weekends We offer attractive payment and performance-based bonus system. How to apply: Are you ready to join the Genius Sports team? Sign up today at https://www.geniussports.com/statisticians Job Type: Part-time Location: Bern, BE (Preferred) Language: English (Required) ',\n", + " '[\"Positivity\"]',\n", + " '[\"Library For WWW In Perl\", \"Component Object Model (COM)\", \"Performance-Based Budgeting\", \"Job Descriptions\", \"Licensing\", \"Mobility\"]',\n", + " \"['English', 'South Ndebele', 'Tigrinya']\"],\n", + " ['28',\n", + " 'system engineer/software architect',\n", + " 'Basel',\n", + " 'Logistics & Supply Chain',\n", + " '',\n", + " '[[-1.64869174e-01 3.85053575e-01 3.95698398e-01 -1.61884844e-01\\n6.15215302e-01 -2.24121884e-01 -5.91625869e-02 3.05320650e-01\\n-3.99088534e-03 -2.18617037e-01 -2.53245503e-01 -2.97860265e-01\\n4.53472324e-02 1.81709051e-01 2.01436341e-01 3.89436781e-01\\n3.96493644e-01 8.56631175e-02 -8.66634697e-02 3.60118330e-01\\n4.00876701e-02 -1.21664844e-01 1.81032896e-01 7.44412422e-01\\n3.41352671e-01 7.80267045e-02 -5.35197882e-03 6.63613603e-02\\n-2.70996541e-01 -1.54536918e-01 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for a System Engineer/Software Architect to join a company in the Medical Device industry at their site based in Basel on a contract basis for 12 months, with the possibility of extension. This role will sit in the Packaging and Device Development (PDD) department focusing on the development of software as medical device (SaMD) projects using state-of-the-art system engineering practices. This highly interactive role will work with cross-functional teams and support various development activities including system conceptualization, system requirement definition, risk assessment, system verification and clinical validation. The main purpose of the role will be to: Design and implement system engineering approach to support the development and life cycle management of complex products and platforms in the areas of connected drug delivery devices, digital technologies, and SaMD. Demonstrate strong technical know-how at system level and guide the development team to use structured system engineering approach for product development. Utilize the system engineering tool for requirement management and translate user and business needs into system/sub-system requirements. Actively maintain and monitor the traceability from the requirements to the verification activities. Further responsibilities will include: Be the representative of system engineering for the communications with cross-divisional teams, programs, and stakeholders. Author relevant design history files and GMP compliant documentations. In order to be considered for this role, you will be required to have the following qualifications, skills and experience:- Experience with Cloud and IoT architecture and technologies for complex systems. Experience with research, prototypes and PoC activities. Bachelor or more advanced degrees in Biomedical Engineering, Systems Engineering, Electrical Engineering, Computer Science, or other relevant disciplines. Prior experience covering the medical device or SaMD development from concept to commercial launch. Well-versed in medical device or SaMD development, Quality Management System, and regulatory processes (ISO 13485; IEC 60601, 62304, 82304). This is an excellent opportunity to join a leading medical device and pharmaceutical industry. For more information or to apply for this position, please contact Jocelyn Blackham on 0041 (0) 782 516 595 or email jblackham@ckqls.ch. Please could you send any correspondence in English. Please quote reference 46936 in all correspondence.',\n", + " '[\"Communications\", \"Research\", \"Positivity\"]',\n", + " '[\"Tooling\", \"Systems Implementations\", \"System Requirements\", \"Systems Engineering\", \"Interactivity\", \"Computer Science\", \"Requirements Management\", \"Project Management Life Cycle\", \"Industrialization\", \"Medical Device Development\", \"Activism\", \"Maintainability\", \"Prototyping\", \"Levelling\", \"Translations\", \"Quality Management Systems\", \"Traceability\", \"Flood Risk Assessments\", \"Conceptualization\", \"Medical Devices\", \"Digital Technology\", \"Electrical Engineering\", \"Management Systems\", \"Biomedical Engineering\", \"Cross-Functional Team Leadership\", \"Validations\", \"Structural Systems\", \"Pharmaceuticals\", \"Dose Verification Systems\", \"Language Experience Approach\", \"Functional Skills Qualification\", \"IEC 60601\", \"Commercialization\", \"Agile Product Development\", \"Quality Management\"]',\n", + " 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You will be responsible for providing the design, development, configuration and maintenance for changes on existing systems and also for introducing new applications and interfaces with other systems. You will be developing highly complex applications with the goal of streamlining business operations and improving overall user and/or customer experience. The ideal candidate is a self-starter with a strong desire to increase efficiency and make an impact while creatively collaborate and execute team goals contributing to the Bank’s vision towards digital transformation. Key responsibilities Work with experienced engineers to design and develop new modules and/or applications Undertake the technical ownership of Cembra Money Bank’s Applications Integrate with the existing applications portfolio as well as third parties’ software Contribute towards the timely completion of development tasks for change initiatives and projects Liaise with production support and operations teams for Troubleshooting of production software and bug fixing (level 3 support) Maintain the highest code quality standards Willing to understand all aspects, functional/business and technical, of the applications on which you work on so that you can be greatly effective Continually learn and apply relevant software development practices, patterns, tools and technologies and actively contribute to the Bank’s technical selections/decisions Your profile Master or Bachelor in Computer Science (or equivalent degree) 5+ years’ of backend or distributed systems Java development knowledge (EE/Spring) Web technologies (SOAP, Rest), experience in Service-Oriented (SOA) and Microservice (MSA) architecture and strong understanding of software design patterns & object oriented principles Knowledge of messaging systems, Java applications servers (WAS, JBoss, Tomcat) and relational databases and also working experience with common networking, infrastructure, operating systems and security fundamentals A solid grasp on software engineering practices (e.g. thorough code reviews, unit tests, deep focus on quality, design documentation) Team player who quickly and easily adapts to changing situations, not afraid to take end-to-end ownership of tasks and responsibilities while displaying genuine commitment Working experience with FE development and javascript frameworks is considered a plus Good communication skills and an open style to provide transparency to management Fluent in English, German is a plus Contact Rahel Züllig HR Manager About Us Cembra Money Bank AG is a leading Swiss provider of consumer finance products and services. Its product range includes personal loans, auto leases and loans, credit cards and insurance sold with those products as well as invoice financing, deposit and savings products. Headquartered in Zurich-Altstetten, the Bank has operations across Switzerland via a network of 16 branches as well as alternative sales channels such as the Internet, credit card partners, independent agents and 4,000 car dealers. Cembra Money Bank AG is an independent Swiss bank and has been listed on the SIX Swiss Exchange since 2013. It has over 880 employees from 37 nations and 911,000 customers. On 1 July 2019 Cembra announced the acquisition of the consumer finance provider cashgate.',\n", + " '[\"Verbal Communication Skills\", \"Business Operations\", \"Collaboration\", \"Self Starter\", \"Management\", \"Operations\", \"Integration\", \"Creativity\", \"Troubleshooting (Problem Solving)\", \"Sales\"]',\n", + " '[\"Distributed File Systems\", \"Tooling\", \"Streamlining\", \"Software Development Life Cycle\", \"Unit Testing\", \"Computer Science\", \"Message Handling Systems\", \"Consumables\", \"Staging\", \"Credit Card Applications\", \"Activism\", \"Alternators\", \"Software Design Patterns\", \"Maintainability\", \"E (Programming Language)\", \"Application Servers\", \"Levelling\", \"Digital Transformation\", \"Common Language Infrastructure\", \"Adapters\", \"Executable\", \"Network Infrastructure\", \"Microservices\", \"Software Engineering\", \"Operating Systems\", \"Java Application Server\", \"Application Portfolio Management\", \"Finance\", \"Personalization\", \"Production Support\", \"Service-Oriented Modeling\", \"Code Review\", \"JavaScript Frameworks\", \"Software Design\", \"Quality By Design (QbD)\", \"Modulation\", \"Productivity Software\", \"Banking\", \"Software Development\", \"Relational Databases\", \"Loans\", \"Customer Experience\", \"Simple Object Access Protocol (SOAP)\", \"Transparency (Projection)\", \"NGBSS (SOA Integration Framework)\", \"Java (Programming Language)\", \"Custom Backend\", \"Apache Tomcat\"]',\n", + " \"['English', 'French', 'Kongo']\"],\n", + " ['122',\n", + " 'software support engineer (fr, ch, be, lu)',\n", + " 'Bern',\n", + " 'Internet',\n", + " 'www.therefore.ca',\n", + " '[[-1.55777916e-01 2.44646162e-01 4.60761309e-01 1.32202441e-02\\n4.27852601e-01 -1.70495957e-01 1.49829969e-01 5.15513301e-01\\n1.98983215e-02 -4.21885222e-01 -5.19852787e-02 -1.41450763e-01\\n1.08371019e-01 1.40827313e-01 1.48692399e-01 3.20744693e-01\\n3.37379754e-01 2.18882591e-01 -2.77064741e-01 3.16944510e-01\\n3.65652815e-02 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The ideal candidate should bring a number of the following qualifications to the table: Bachelor's degree in computer science, engineering, math, or the physical sciences. Communicate effectively in person, on the phone, and electronically while maintaining professionalism. Think with a clear mind and develop clever and useful solutions. Excellent knowledge of Microsoft server and client software. Knowledge of database technology. Knowledge of scripting and SQL is a plus. Intelligence, motivation, and a team player attitude. Native French and fluent English speaking, German is a bonus. The Job:Main responsibilities include: Provide support via phone, web, and email to our resellers and customers. Consult and develop effective relationships with our reseller's technical support staff. Support and advise our reseller’s technical staff in designing the most efficient architecture for complex projects Test Therefore software Assist with creating resources such as Knowledge Base articles This is a home-based contractor position with up to 30% travelling required. As the main goal of this role is to provide support for the French speaking countries, the ideal candidate must be located in France, Belgium or Switzerland. The Rewards: A challenging and diversified job in an internationally oriented, rapidly growing company. A flexible work environment with the freedom to work from anywhere with an internet connection. Technical training and a competitive salary. An international, highly motivated and creative team to support you every step of the way. If these tasks sound like something you would enjoy, we want to hear from you! We look forward to receiving your application at career@therefore.net.\",\n", + " '[\"Professionalism\", \"Communications\", \"Creativity\", \"Positivity\", \"Consulting\"]',\n", + " '[\"Projective Tests\", \"Internet Connection Sharing\", \"Knowledge Base\", \"Advising\", \"Resourcing\", \"Electronics\", \"Scripting\", \"Personalization\", \"Microsoft Servers\", \"Maintainability\", \"Computer Science\", \"Knowledge Management Software\", \"Therapeutic Support Staff\", \"SQL (Programming Language)\", \"Physical Science\", \"Technical Training\", \"Receivables\", \"Technical Support\"]',\n", + " \"['English', 'Tswana', 'Church Slavonic', 'Slovenian']\"],\n", + " ['84',\n", + " 'data analyst',\n", + " 'Saint-Saphorin',\n", + " 'Industrial Manufacturing',\n", + " '',\n", + " '[[-2.78203219e-01 4.10573363e-01 4.10321146e-01 1.62926480e-01\\n6.37564957e-01 -1.82331160e-01 -1.96976494e-02 6.03502728e-02\\n-5.61458431e-02 -2.84735233e-01 -1.58002272e-01 -3.46834332e-01\\n-1.93006232e-01 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-1.80440806e-02 7.18061179e-02 9.47721768e-04\\n5.01910374e-02 -4.28046435e-01 -1.98736235e-01 -3.38709414e-01\\n-6.48183972e-02 -4.42678481e-01 -2.24577725e-01 4.06330898e-02]]',\n", + " 'Supporting the customer on his site you will : Influence the design of data quality standards and governance processes Implement and enforce Data Quality Management practices across Research including metadata, lineage, data access rights and business definitions Perform root cause analysis on critical data quality issues, work with technology and SMEs on defining a solution and help implement the solution Design and report on data quality and usage metrics Complete large scale data analysis, document findings and reconcile across data stores Support the data analysis required to place data into a shared platform for consumption by others, requiring detailed reviews with the business owners and identify the use of data and understand calculations and derivations Partner with technology to understand where data already exists in the shared platform and ensure that data is not duplicated Explore and evaluate new concepts, technologies and industry trends related to data analytics We are looking for someone with the following experience Experience in data quality management Experience with using data profiling tools to query the data, identify anomalies, gaps and issues Experience manipulating and analyzing large-scale data sets, performing root cause analysis, driving data and business requirements Experience in scripting (Python, Perl, JavaScript, Shell) Experience working BI reporting tools is a plus General awareness of data management practices, emerging trends, and issues',\n", + " '[\"Research\", \"Governance\"]',\n", + " '[\"Quality Management\", \"Data Quality\", \"Tooling\", \"Accessioning\", \"Perl (Programming Language)\", \"Metadata\", \"Analytics\", \"Data Profiling\", \"Law Practice Management\", \"Industrialization\", \"Scale (Map)\", \"Calculations\", \"Python (Programming Language)\", \"Root Cause Analysis\", \"Business Requirements\", \"Enforcement\", \"JavaScript (Programming Language)\", \"Survey Data Analysis\", \"Requirements Analysis\", \"Solution Design\", \"Scripting\", \"Operational Data Store\", \"Derivatives\", \"Data Analysis\", \"Reporting Tools\"]',\n", + " \"['English', 'Nauru', 'Punjabi', 'Tatar', 'Avestan']\"],\n", + " ['99',\n", + " 'software engineer',\n", + " 'Eysins',\n", + " 'Biotech & Pharmaceuticals',\n", + " 'www.quotientsciences.com',\n", + " '[[-1.67283162e-01 4.96382684e-01 4.73285615e-01 -3.95441093e-02\\n7.15354025e-01 -6.18053414e-02 5.90838194e-02 1.80678621e-01\\n-8.27328418e-04 -3.37114483e-01 -2.18784034e-01 -1.58189401e-01\\n1.52623206e-02 5.06034233e-02 2.28409559e-01 5.84479868e-01\\n2.51608580e-01 1.66614223e-02 -1.66437440e-02 4.06785816e-01\\n-6.73558787e-02 -1.67884827e-01 1.20005667e-01 6.37284100e-01\\n3.13242376e-01 -8.12849903e-04 -3.01359948e-02 -5.76268248e-02\\n-3.09288412e-01 -2.74816602e-01 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team based in Eysins. The Software Engineer will define, develop, test, analyze and maintain manufacturing software applications in support of the achievement of business requirements. Participate actively in the implementation and support of Manufacturing information systems solutions Participate in the definition, development, and documentation of software’s business requirements, objectives, deliverables, and specifications in collaboration with internal users and departments and as per our project methodology Write, code, install and analyse software programs and applications throughout the full lifecycle of system implementation (from requirements/design through to deployment and support) Design, run and monitor software testing on new and existing programs for the purposes of correcting errors, isolating areas for improvement, and general debugging Develop interface of MES system to ERP, PLC and other 3rd party system Develop and execute software verification plans following quality assurance procedures Develop and maintain IT documentation, user manuals and guidelines as well as train key users to operate new or modified programs Provide support for Manufacturing Software applications (Incident management and problem resolution) and develop further the manufacturing systems support Knowledge base Ensure timely issue identification, resolution, and appropriate escalation Collaborate with suppliers, internal project and IT team, internal management, and customer project teams and management Research, advice and implement technologies for Digital Factory transformation (Industry 4.0) Qualifications Engineering Diploma (EPF/HES or equivalent) in Computer Science, Information Systems, Industrial Engineering or equivalent Minimum 2 years experience on a similar role Programming skills in NET; C# and SQL language and ability to quickly learn new software/applications Must be a team player and an effective communicator, to enable communication with a wide range of stakeholders and cultures Experience of Manufacturing Information systems (Manufacturing Execution Systems, labelling and Enterprise Resource planning) in the medical devices or pharma industry is a strong asset SLDC and validation experience of enterprise applications is considered an asset Ability to work under pressure, meet deadlines and respond flexibly Excellent spoken and written French. Good English required Videos To Watch',\n", + " '[\"Writing\", \"Research\", \"Collaboration\", \"Planning\", \"Management\", \"Communications\", \"Operations\", \"Quality Assurance\"]',\n", + " '[\"Development Testing\", \"Systems Implementations\", \"Enterprise Application Software\", \"Knowledge Base\", \"Industry 4.0\", \"Programming (Music)\", \"Computer Science\", \"Mobile Application Software\", \"System Support\", \"Industrialization\", \"Enterprise Resource Planning\", \"Activism\", \"Installation\", \"Maintainability\", \"Resource Planning\", \"Software Manufacturing\", \"Executable\", \"Software Engineering\", \"Simatic S5 PLC\", \"Business Requirements\", \"Medical Devices\", \"MFG/Pro (ERP)\", \"C# (Programming Language)\", \"Digitization\", \"Incident Management\", \"Systems Development\", \"Industrial Engineering\", \"Transformation (Genetics)\", \"Factorials\", \"Software Testing\", \"Manufacturing Execution System (MES)\", \"Debugging\", \"Information Systems\"]',\n", + " \"['English', 'Latvian', 'Lithuanian', 'Tajik', 'Northern Sami']\"],\n", + " ['125',\n", + " 'software developer/devops engineer 60-100% starting immediately or as per agreement',\n", + " 'Basel',\n", + " 'Colleges & Universities',\n", + " '',\n", + " '[[-2.87318110e-01 2.91789472e-01 4.31188583e-01 -8.56497586e-02\\n5.50554872e-01 -1.77667126e-01 -1.81153476e-01 4.18591142e-01\\n-1.41118765e-01 -3.14023614e-01 -1.08434513e-01 -2.64241785e-01\\n-1.60108298e-01 1.53163016e-01 6.70829564e-02 4.40282047e-01\\n3.40453863e-01 5.67928515e-02 -1.71614468e-01 3.23336720e-01\\n1.02806613e-01 -9.64196473e-02 -4.06006500e-02 7.56575286e-01\\n3.62100184e-01 1.48202516e-02 -5.53796291e-02 2.72017196e-02\\n-1.69028550e-01 -1.95795953e-01 4.24424082e-01 1.71294175e-02\\n-1.09756403e-01 -3.16664100e-01 1.61537319e-01 1.11791953e-01\\n-2.37060279e-01 -1.03546232e-02 -3.76902670e-02 1.60510525e-01\\n-5.12383103e-01 -1.93267167e-01 1.45915411e-02 1.42959803e-02\\n-2.79489934e-01 -2.70250201e-01 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It consists of 32 groups and 500 employees that research how molecules and cells create life, spanning the scale from atom to organism. Founded in 1971, the Biozentrum has been the birthplace of many fundamental discoveries in biology and medicine, spawning several Nobel Laureates. The Research IT technology platform is the primary contact point for scientific IT projects at the Biozentrum. We support the Biozentrum's scientists and staff with expertise, services and custom software development to facilitate research data management, analysis and collaboration. Your position We are looking for a Software Developer/DevOps Engineer with experience in web technologies who enjoys both sides of the software lifecycle coin: Developing state of the art applications as well as deploying and operating systems and services in production. In this role, you support the specific needs of the research groups and administrative units at the Biozentrum. Your responsibilities Ensuring reliable operation of our existing services within a heterogeneous service infrastructure (Linux, Windows, Citrix Hypervisor), software (application software, web servers) and databases (MySQL, PostgresSQL, MS-SQL) Software development, with an emphasis on web technologies Planning, design, transition and operation of new services. Active participation in Research IT projects, such as discussing requirements with users, developing scenarios and solutions, as well as occasional training. Your profile We are looking for an enthusiastic person with a Master's degree in Computer Science, Bioinformatics or equivalent relevant experience. You have not only proven programming skills, but also outstanding analytical and collaborative skills that you enjoy bringing to the table in cross-functional projects. You like to work in an agile academic work environment and embrace a service-oriented approach. Part of your duties is to make sure that our production services run smoothly. Furthermore, you are: Very familiar with operation of Linux/Apache/* stacks, MySQL, PostgreSQL, familiar with other setups (Windows, MS-SQL). Experience with virtualization, containers, orchestration a definite plus. Experienced with web development using at least one of the following: PHP/Zend Framework, Python/Django, other frameworks a plus. Other coding and data management experience highly welcome. Comfortable applying software development best practices (source code versioning, unit testing, continuous integration, etc.) Finally, you are motivated to acquire further skills on the job and believe in continuous improvement. Good communication skills in English are required; knowledge of German is an asset. We offer you The Biozentrum offers a cutting-edge research infrastructure, a highly international environment that provides numerous opportunities to learn more, and excellent working conditions. The position is initially for 2 years, with the possibility of permanent employment. Salary and benefits according to University of Basel standards. Application / Contact Please apply online with a CV, letter of motivation, and the name/address of three references: https://biped2.biozentrum.unibas.ch/apply/software-developer_devops-engineer The deadline for receipt of applications is 31 December 2019. Please note that only online applications will be accepted. Further information about Research IT: https://www.biozentrum.unibas.ch/researchit For specific questions, feel free to contact Michael Podvinec, PhD, Head of Research IT (michael.podvinec@unibas.ch).\",\n", + " '[\"Verbal Communication Skills\", \"Research\", \"Collaboration\", \"Infrastructure\", \"Planning\", \"Operations\", \"Reliability\", \"Positivity\"]',\n", + " '[\"Web Servers\", \"MySQL\", \"Enterprise Application Software\", \"Agility\", \"Programming (Music)\", \"Unit Testing\", \"Computer Science\", \"Zend Framework\", \"Life Sciences\", \"Data Management\", \"Citrix Systems\", \"Spawning\", \"Analytics\", \"Virtualization\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Continuity Tests\", \"Scale (Map)\", \"Activism\", \"Custom Software\", \"PostgreSQL\", \"Linux\", \"Python (Programming Language)\", \"Web Development\", \"Hostile Work Environment\", \"PHP (Scripting Language)\", \"Django (Web Framework)\", \"Operating Systems\", \"Cross-Functional Coordination\", \"Library For WWW In Perl\", \"Biology\", \"Personalization\", \"Quantum Point Contact\", \"Continuous Improvement Process\", \"Service-Oriented Modeling\", \"Clinical Data Management\", \"Finalization\", \"Software Development\", \"Windows Setup\", \"Source Codes\", \"Infrastructure Management Services\", \"Atom (Standard)\", \"Hypervisor\", \"SQL (Programming Language)\", \"DevOps\"]',\n", + " \"['English', 'Ido']\"],\n", + " ['64',\n", + " 'back-end software engineer',\n", + " 'Chiasso',\n", + " '',\n", + " '',\n", + " '[[-3.35816383e-01 6.42856285e-02 6.17190480e-01 -7.22094923e-02\\n6.01747274e-01 -1.70121282e-01 -1.42338872e-01 4.20830846e-01\\n-7.83537850e-02 -5.50096869e-01 -6.17809072e-02 -1.95279032e-01\\n-3.54207829e-02 1.98555112e-01 4.70523201e-02 4.87554282e-01\\n3.15138310e-01 -1.35895789e-01 -5.76310121e-02 1.52816206e-01\\n2.57867668e-02 -6.72990307e-02 -1.52405679e-01 7.77097881e-01\\n8.09336975e-02 6.91256598e-02 1.49383098e-01 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commerce. Principali responsabilità Designing, writing and testing clean code Create resilient, secure and performant applications Simplifying and improving the infrastructure, focusing on CI/CD Interact with all stakeholders Monitoring, identifying and correcting software defects. Contribute in the R&D Principali caratteristiche richieste Experience as a Software Engineer programming in Object Oriented languages ( Java, Python etc.) Willingness to work inside a team Knowledge of Italian and English Customer orientation',\n", + " '[\"Infrastructure\"]',\n", + " '[\"Object-Oriented Database\", \"Software Engineering\", \"Python (Programming Language)\"]',\n", + " \"['English', 'Inupiaq']\"],\n", + " ['69',\n", + " 'embedded software test engineer',\n", + " 'Lausanne',\n", + " 'Computer Hardware & Software',\n", + " 'www.logitech.com',\n", + " '[[-9.34156105e-02 2.98122793e-01 3.71386051e-01 -1.83055717e-02\\n5.90397239e-01 -1.60107344e-01 1.18267402e-01 3.31731021e-01\\n5.24628982e-02 -3.34263772e-01 1.57871898e-02 -2.09307313e-01\\n-5.77568375e-02 -1.62353013e-02 6.28898665e-02 3.45525384e-01\\n3.67573649e-01 7.47879222e-02 -1.64087489e-01 4.42510694e-01\\n1.05450615e-01 -5.86515814e-02 2.21822294e-03 7.26883888e-01\\n3.38195682e-01 5.02461009e-02 -1.80358160e-02 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Role: The Embedded Software Test Engineer is responsible for designing, implementing, reviewing and monitoring test automation. Your Contribution: Be Yourself. Be Open. Stay Hungry and Humble. Collaborate. Challenge. Decide and just Do. These are the behaviors you’ll need for success at Logitech. In this role you will: Participate in the development of a test automation framework. Leverage your technical skills to design & implement automation testing infrastructure. Establish formal frameworks, suites, standards and processes. Evaluate and develop new tools and processes to enable development of complex automation unit and integration test suites for our next generation devices. Collaborate with Business Owners, Architects, Firmware engineers to understand technical component requirements, business use cases, customer issues and system performance considerations to improve test effectiveness. Contribute to CI/CD from the testing perspective. Develop and enforce automation testing standards and best practices. Key Qualifications: For consideration, you must bring the following minimum skills and behaviors to our team: 3+ years in embedded software automation. Familiar with development best practices, including feature driven development. Experience with Continuous Integration (CI) processes and tools. Demonstrated programming skills in Python. Experience with using automation tools on Windows/Linux. Service oriented attitude, with strong analytical, problem-solving and conceptual skills. Ability to communicate highly technical concepts to non-technical individuals. In addition, preferable skills and behaviors include: Experience with Raspberry PI. Experience with Artix-7 FPGA design. Experience with CI/CD tools - Git, GitLab, Jenkins, Artifactory,etc. Experience with testing human interface devices. ISTQB certification. Education: BS / MS in Computer Science / Computer Engineering, or an equivalent combination of education and experience. Logitech is the sweet spot for people who are passionate about products, making a mark, and having fun doing it. As a company, we’re small and flexible enough for every person to take initiative and make things happen. But we’re big enough in our portfolio, and reach, for those actions to have a global impact. That’s a pretty sweet spot to be in and we’re always striving to keep it that way. “All qualified applicants will receive consideration for employment without regard to race, sex, color, religion, sexual orientation, gender identity, national origin, protected veteran status, or on the basis of disability.” #LI-ML3',\n", + " '[\"Collaboration\", \"Communications\", \"Infrastructure\", \"Problem Solving\"]',\n", + " '[\"Disabilities\", \"Automation\", \"Tooling\", \"Jenkins\", \"Programming (Music)\", \"Graphics Device Interface\", \"Field-Programmable Gate Array (FPGA)\", \"Computer Science\", \"Analytics\", \"Business Case Analysis\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Perspective (Graphical)\", \"Integrity Testing\", \"Python (Programming Language)\", \"Linux\", \"Test Automation\", \"Feature-Driven Development (FDD)\", \"Raspberry Pi\", \"Human Interface Guidelines\", \"Business Requirements\", \"Test Engineering\", \"Personalization\", \"Enforcement\", \"Firmware\", \"Test Suite\", \"Service-Oriented Modeling\", \"User Experience Design (UX)\", \"Receivables\", \"Computer Engineering\", \"Additives\", \"Git Flow\", \"Coloring\", \"Registration Evaluation Authorisation And Restriction Of Chemicals (REACH) Regulations\", \"Gitlab\", \"Artifactory\", \"Embedded Software\", \"Performance Systems Analysis\"]',\n", + " \"['English', 'Polish', 'Chamorro', 'Bengali']\"],\n", + " ['37',\n", + " 'data engineer ef education first - associate level',\n", + " 'Zürich',\n", + " 'Education Training Services',\n", + " 'www.ef.com',\n", + " '[[-7.13831335e-02 2.68712938e-01 5.48830986e-01 -4.31743711e-02\\n5.21940768e-01 -1.67066246e-01 4.45478074e-02 5.89715421e-01\\n-5.27753942e-02 -4.89541143e-01 -9.27176699e-02 -3.03665847e-01\\n-1.92509759e-02 1.33665353e-01 1.40386775e-01 3.85331780e-01\\n2.08407477e-01 1.43563733e-01 -2.08950177e-01 2.60225773e-01\\n1.23485737e-01 -1.18826583e-01 1.69246092e-01 7.96625495e-01\\n4.88331318e-01 -2.07768544e-03 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-4.15583700e-01 8.53738487e-02 -1.39782622e-01]]',\n", + " 'EF Travel, the flights division of EF Tours, is currently looking for a Data Engineer to join our BI team in Zurich, Switzerland. We are an autonomous and dynamic BI team working on a multitude of technical solutions for EF’s flights department. We provide vital functions in the areas of technical development, business intelligence and innovation and everything we do has a direct impact on our business. We enjoy a fantastic work environment right on the doorstep to the Swiss Alps. As a Data Engineer your main focus will be to provide all the back-end development and architecture for supporting our operational and executive deliveries. We expect you to be forward thinker, innovative and ready for a position where you will get to make an impact from day one. The role Develop and architect new data solution using AWS cloud services Develop and optimize back-end systems and provide support to the front-end developers Maintain current Data Warehousing architecture and processes Implement structured and methodical ways to achieve high quality reporting Requirements Bachelor’s or Master’s degree in Computer Science or similar Minimum 2 years of working experience Good Knowledge in MSSQL, SSIS, SSAS and SSRS is a plus Good understanding of ETL process, dimensional modeling and data warehousing architecture Knowledge of different range of AWS Services and Big Data architecture Knowledge in Python or other scripting language Good analytical and problem solving skills Independent, self-motivated and comfortable in a fast-paced environment Fluent in English About EF Since 1965, we have helped millions of people transform their lives by opening the world through education. Today we are the world’s largest private education company - offering every imaginable way to learn a language, travel abroad, experience another culture, or earn an academic degree. We offer competitive salaries and a multicultural working environment. The position is situated in Zurich, Switzerland and you will be working with people from all over the world. What’s it like to work here? https://vimeo.com/111638911 and https://www.youtube.com/watch?v=fGlnMgNtivw',\n", + " '[\"Self-Motivation\", \"Imagination\", \"Problem Solving\", \"Operations\", \"Innovation\", \"Positivity\"]',\n", + " '[\"Computer Science\", \"Analytics\", \"Data Engineering\", \"Data Warehousing\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Maintainability\", \"AWS Directory Service\", \"Hostile Work Environment\", \"Extract Transform Load (ETL)\", \"Business Intelligence\", \"Cloud Services\", \"Dimensional Modeling\", \"Library For WWW In Perl\", \"SQL Server Integration Services (SSIS)\", \"Big Data\", \"End Systems\", \"Adapter Scripting Language\", \"Front End (Software Engineering)\", \"Technical Solution Design\", \"Back End (Software Engineering)\", \"Vimeo\", \"Business Development\"]',\n", + " \"['English', 'Aragonese', 'Sindhi', 'Komi', 'Kalaallisut']\"],\n", + " ['75',\n", + " 'software development engineer',\n", + " 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software modules - Embedded programming Benötigte Skills Embedded SW Python C C++ Englisch',\n", + " '[\"\"]',\n", + " '[\"Application Development\", \"Software Modules\", \"C++ (Programming Language)\", \"Software Development\", \"Programming (Music)\", \"Python (Programming Language)\", \"Computer Science\", \"Embedding\"]',\n", + " \"['English', 'Romanian', 'Pali']\"],\n", + " ['101',\n", + " 'data engineer (f/m)',\n", + " 'Zürich',\n", + " 'Publishing',\n", + " 'www.ringier.ch',\n", + " '[[-2.21339568e-01 3.32948804e-01 5.21537483e-01 -1.09061390e-01\\n3.77794385e-01 -8.46463665e-02 4.29063067e-02 2.67413437e-01\\n2.62118727e-02 -4.50310975e-01 1.63530670e-02 -3.19911480e-01\\n3.03424634e-02 1.26190424e-01 -9.65379737e-03 5.62466443e-01\\n9.97163728e-02 1.40056476e-01 -2.16456249e-01 2.88013935e-01\\n1.28198087e-01 -2.53529578e-01 9.98515114e-02 7.82235622e-01\\n4.80163842e-01 3.31212878e-02 -5.84156252e-02 2.12869067e-02\\n-1.98817372e-01 -2.11881116e-01 5.60689509e-01 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comprehensible for business stakeholders Collaborate within a cross-functional international team to design and implement data engineering solutions Be comfortable with using PySpark based tooling for your daily routine Learn additional skills to design complex data processing and machine learning pipelines Communicate and collaborate with stakeholders in German and English Your profile Proficiency in Python and SQL, possibly Java or Scala Knowledge of PySpark for distributed computation Proven knowledge of development best practices Experience with Agile methodology and problem-centric solution design A pragmatic mindset, not afraid of making mistakes, and learning from them Fluency in German and English Our offer Experienced team of international data engineers Work on state of the art data engineering framework Flexible place of work Bring in your own ideas and be part of the decision making Ringier is a diversified media company with about 7,300 employees across 19 countries. Founded in 1833, Ringier manages leading brands in print, TV, radio, online and mobile media and runs successful print, entertainment and internet businesses. In a history that spans more than 180 years, Ringier stands for a pioneering spirit, independence, freedom of expression and diversity of information. Ringier is a Swiss family-owned business with head offices in Zurich. Susanne Jud HR Manager +41 44 259 6344 www.ringier.com\",\n", + " '[\"Collaboration\", \"Decision Making\", \"Communications\", \"Management\"]',\n", + " '[\"Tooling\", \"Machine Learning\", \"Branding\", \"Good Agricultural Practices\", \"Data Engineering\", \"Distributed Computing\", \"Scala (Programming Language)\", \"Mobile Media API\", \"Pyspark\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"Pipelining\", \"Cross-Functional Coordination\", \"Agile Methodology\", \"Library For WWW In Perl\", \"Lead Management\", \"Electronic Data Processing\", \"Solution Design\", \"Additives\", \"Java (Programming Language)\", \"SQL (Programming Language)\"]',\n", + " \"['English']\"],\n", + " ['75',\n", + " 'ml/python software engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.49163359e-01 3.14084470e-01 3.64707768e-01 5.80333211e-02\\n6.00441873e-01 -1.61262199e-01 2.54132915e-02 3.79365206e-01\\n-8.09688866e-02 -3.43437880e-01 -1.04865693e-01 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1.59734994e-01 -2.08919600e-01 -1.96387544e-01\\n-6.42749742e-02 -1.47936881e-01 3.97927165e-02 1.02228986e-03\\n1.43676177e-01 -3.57327700e-01 -4.04963680e-02 -2.58838892e-01\\n-9.73265097e-02 -3.30183804e-01 -1.81611985e-01 1.20955519e-01]]',\n", + " 'Job Informationen Responsibilities Design, implement, deploy and maintain machine learning algorithms and infrastructure, from training to prediction Create and maintain technical documentation Software testing and quality assurance Evaluate and identify new technologies Your profile: A Master’s or Bachelor’s Degree in data science, computer science, econometrics, applied mathematics, statistics, or another relevant discipline with a strong foundation in quantiative methods, modeling, and machine learning/AI (or equivalent experience) Extracurricular projects and experiences that demonstrate your interest in data analysis/machine learning and/or software design and implementation Ability to manage large datasets and advanced experience in the corresponding software packages and programming languages (strong skills in Python and SQL are a requirement) Experience working with Docker, web servers and RESTful applications, as well as having familiarity with continuous integration and deployment (CI/CD). Knowledge of Django REST Framework is an advantage. Strong interest in real-world problems and analytical skills to come up with workable solutions A team player who loves to work in a highly diverse team and across functions and geographies You are reliable, curious, open-minded and goal oriented, while striving to deliver operational excellence and superior quality. Benötigte Skills Machine Learning Python Python Mathematik SQL',\n", + " '[\"Analytical Skills\", \"Goal Oriented\", \"Infrastructure\", \"Reliability\", \"Quality Assurance\"]',\n", + " '[\"Managing Large Accounts\", \"Web Servers\", \"Python Server Pages\", \"KM Programming Language\", \"Computer Science\", \"Statistics\", \"Prediction\", \"Machine Learning\", \"Continuous Integration\", \"Python (Programming Language)\", \"Maintainability\", \"Dataset\", \"Django (Web Framework)\", \"Machine Learning Methods\", \"Econometrics\", \"Docker (Software)\", \"Machine Learning Algorithms\", \"Operational Excellence\", \"Technical Documentation\", \"Software Design\", \"Applied Mathematics\", \"Software Testing\", \"Algorithms\", \"SQL (Programming Language)\", \"Data Analysis\"]',\n", + " \"['English', 'Polish', 'Chichewa']\"],\n", + " ['107',\n", + " 'software engineer',\n", + " 'Bern',\n", + " '',\n", + " '',\n", + " '[[-1.53882533e-01 2.63870209e-01 4.88151789e-01 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Then look elsewhere, because we are offering you a mission... Do you want to play a key role in our customer projects enabling our revolutionary new product to solve customer problems and thereby help enterprises to achieve the data literacy of Amazon? Our product, the SPOUD Data-Market is redefining the way enterprises are able to access and integrate business data inside and share it between companies. Be the driving power that gets our crazy integration and analytics projects off the ground. We are looking for a: Software Engineer (100%) We are passionate people with an urge to create, maker nature, proud of things built, and love for everything growing and living. We are a family of pioneers, explorers and city-builders in the area of enterprise big-data. Your Role You will technically lead project teams thereby supporting the project lead and the customer You will work in an interdisciplinary team together with data scientists, designers, engineers and business people You will lead software architecture and design in customer projects You support our customer in their technical vision and inspire and enable them to find pragmatic solutions You see the entrepreneurial vision of SPOUD and align your doings accordingly Your Profile You love working together with customers and take responsibility of your and your teams work You are a do-er, proactive and can anticipate technical and organisational issues because you know... Strong in Software design and architecture 2+ years of relevant experience in software development and the ability to write clean code Know-how in state-of-the-art development frameworks, tools, and methods in your field of expertise You like to work in a start-up environment but you feel comfortable also in the enterprise world You have experience with Java, Go, Kafka, Flink, docker and Rx We Offer A place where you can be happy if you like making a difference! A diversity of unsolved questions on the technological front and the freedom to solve them in your own way A team of experienced start-up enthusiasts who will help you get ahead and will also listen to you A young, dynamic, and non-bureaucratic environment with a lot of flexibility An inspiring workplace with a fantastic team of creative people in the heart of Bern Attention: This is not a regular job – this is a mission where you play an active role, help our customers build their data nirvana and on this path unfold your full potential. So save your seat on this fast-growing rocket ship and be at the Swiss forefront of Innovation in big data! We are looking forward to welcome you to our family (regular BBQs are a must!). Send us your application (CV and motivational letter) in PDF and let’s have a coffee together.',\n", + " '[\"Writing\", \"Proactivity\", \"Integration\", \"Innovation\", \"Creativity\", \"Creative Problem-Solving\"]',\n", + " '[\"Engine Designs\", \"Apache Flink\", \"Tooling\", \"Accessioning\", \"Resolving Customer Problems\", \"Analytics\", \"Activism\", \"Naturalization\", \"Integrated Data Viewer (IDV)\", \"PHP Development Tools\", \"Software Engineering\", \"IText (Free PDF Software)\", \"Docker (Software)\", \"Pathing\", \"Software Architecture\", \"Data Literacy\", \"Big Data\", \"DO-178B/C (Software Considerations in Airborne Systems and Equipment Certification)\", \"Software Design\", \"Software Development\", \"Market Data\", \"Java (Programming Language)\", \"New Product Development\"]',\n", + " \"['English', 'Komi', 'Zulu', 'Galician']\"],\n", + " ['75',\n", + " 'database engineer (m/f)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.70764947e-01 3.80482614e-01 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Expert skills in several of these technologies: Oracle RAC, Data Guard, Golden Gate, RMAN, OEM - Work-experience with Oracle ODA - Good communication and documentation skills - Customer Orientation, capability of working independently and flexibility - English and German are mandatory Benötigte Skills Englisch Oracle Linux',\n", + " '[\"Communications\"]',\n", + " '[\"Oracle Autonomous Database\", \"Oracle Linux\", \"Executable\", \"Database Administration\", \"Linux Administration\", \"Activism\", \"Linux\", \"Maintainability\", \"Machining\", \"Performance Analysis\", \"Oracle Databases\", \"Oracle Rac\", \"Recovery Manager (RMAN)\", \"Guarding\"]',\n", + " \"['English', 'Nauru']\"],\n", + " ['22',\n", + " 'software engineer, growth team',\n", + " 'Zürich',\n", + " 'Enterprise Software & Network Solutions',\n", + " 'www.beekeeper.io',\n", + " '[[-3.26576456e-03 7.93167353e-02 4.75420892e-01 1.82045158e-02\\n3.61233920e-01 -1.35588288e-01 -8.32320675e-02 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1.28996387e-01\\n4.71151829e-01 -1.21012360e-01 -2.78509617e-01 -1.58932030e-01\\n-2.94384480e-01 -3.47311676e-01 -1.69810727e-02 1.40851615e-02\\n2.62279868e-01 -4.45712447e-01 -7.18175620e-02 -2.18636155e-01\\n-2.74273217e-01 -2.44005144e-01 -3.05844955e-02 -2.26104468e-01]]',\n", + " 'We are looking for the most talented and passionate individuals that love to work in demanding and international environments. Our team is passionate, dedicated and highly motivated to tackle the daily challenges of a SaaS start-up. As a Software Engineer in the Growth Team, you will have the opportunity to work on all of our software stacks and learn about state-of-the-art development. The Growth Team is a cross-collaboration team containing engineers, product people, product designers and marketers to work as a fully functioning and highly effective unit. The ideal candidate has a back-end developer profile with no fear of also doing full-stack work. Your job within the team will be to support/build initiatives of finding new innovative solutions and technologies to grow the company and bring it to its next level. Technologies Used: Python, Java, Node.js, Postgres, Elasticsearch, Docker, Vue.js, Objective-C/Swift, Kotlin --------------------- Your Responsibilities --------------------- Build and maintain a scalable backend system to boost Beekeepers Free Trial Services Implement backend requirements for any projects or experiments of the Growth Team Implement product changes at massive scale with rapid data-driven iteration Rapid MVP building together with all stakeholders of the team to really build solutions that have a real impact on metrics and users Responsible for building all the necessary tools and infrastructure to unlock rapid growth Be the leader in the team for any backend related topics ----------------------- What we look for in you ----------------------- 3+ years of experience with a focus on backend technologies Experience making APIs Experience integrating with 3rd party applications Experience with Microservices Experience with AWS Experience with greenfield projects Creativity and out of the box thinking to make things work Interest in Growth Hacking and it\\'s mentality A \"Just get it done\"-mindset Fluent in English ------------ Bonus Points ------------ Track record at Hackathons B2B and SaaS experience We love founders and an entrepreneurial mindset ----------------- What we offer you ----------------- Amazing team with 20+ nationalities across 4 office locations Vibrant company culture with breakfasts, board game nights, crossfit and team events Realize your own ideas in quarterly hackathons and \"20% time\" projects Continuous learning through weekly Bee University talks and support to join conferences Pick the hardware you need for work and we cover your mobile phone bill ------------------------------------------------- Technologies & Frameworks we use at Beekeeper ------------------------------------------------- Java, Python, JavaScript, MySQL, ElasticSearch, RabbitMQ, Docker, Celery, SQLAlchemy, Backbone, Realm, Kubernetes, Vue, Swift, Objective-C, Kotlin, ReactiveX',\n", + " '[\"Innovation\", \"Infrastructure\", \"Creativity\", \"Integration\"]',\n", + " '[\"MySQL\", \"Technology Readiness Level\", \"Kubernetes\", \"Tooling\", \"Boost (C++ Libraries)\", \"Vue.js\", \"Beekeeping\", \"MASSIVE (Software)\", \"Scale (Map)\", \"Objective-C (Programming Language)\", \"Cross-Functional Collaboration\", \"Python (Programming Language)\", \"Node.js\", \"Maintainability\", \"Track (Rail Transport)\", \"ReactiveX\", \"Iterators\", \"Microservices\", \"Software Engineering\", \"Product Engineering\", \"Swift (Programming Language)\", \"Mobile Phones\", \"Docker (Software)\", \"RabbitMQ\", \"Product Design\", \"JavaScript (Programming Language)\", \"Scalability\", \"SQLAlchemy\", \"Growth Hacking\", \"Unlocker\", \"Back End (Software Engineering)\", \"Java (Programming Language)\", \"Custom Backend\", \"Elasticsearch\", \"Kotlin\"]',\n", + " \"['English']\"],\n", + " ['84',\n", + " 'data management software engineer (w/m)',\n", 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Ihr Aufgabenbereich Developing and supporting Data Management Framework application(s) ranging from small integration tools to full-blown applications, over time building up an integrated solution suite enabling Data Management to support the enterprise in becoming even more data driven Contributing to overall data management capability development, spanning various topics like data modeling, metadata management, data standardization and master & reference data management Being part of the development team supporting the Risk Modelling Platform generic components underpinning a range of business critical capital modelling applications Supporting incident resolution; working with the BUs to mitigate associated impacts Ihr Profil University level education, e.g. Computer Science, Computer Engineering, or Engineering Discipline 10+ years of experience in enterprise-grade software development 10+ years of experience with C# .NET framework development High degree of customer focus & end-to-end solution delivery attitude Proficiency in C# and object-oriented programming concepts, enjoys writing clear, maintainable code, tests and documentation Familiarity with enterprise application architecture patterns (concurrency models, unit-of-work etc.), transactional processing, domain driven design, REST APIs and service oriented architecture including solid skills in managing complexity with decoupling and dependency injection Knows how to approach a problem statement, steer the requirements engineering and drive the technical solution design Experience in the data management domain (metadata, master & reference, data quality, etc.) are a plus Has excellent communication skills, both written and oral, able to interact with different management levels Fluent in written & spoken English, German is a plus Ihre Chance Haben wir Ihr Interesse geweckt und Sie sind bereit eine neue Herausforderung anzunehmen? Dann schicken Sie Ihre vollständigen Bewerbungsunterlagen an jobs@oneagency.ch Ort: Zürich Spezialisierung: C# / C++ / C .NET Entwicklung Sprachen: Deutsch Englisch Job ID: 7379',\n", + " '[\"Writing\", \"Management\", \"Integration\"]',\n", + " '[\"Code Testing\", \"Reference Data\", \"Mitigation\", \"Tooling\", \"Capitalization\", \"Interactivity\", \"Computer Science\", \"Metadata\", \"Data Management\", \"Data Modeling\", \"Service-Oriented Architecture\", \"Build Time\", \"Branding\", \".NET Framework\", \"Service Level Management\", \"E (Programming Language)\", \"Levelling\", \"Applications Architecture\", \"Concurrency Pattern\", \"Programming Concepts\", \"C (Programming Language)\", \"Domain Driven Design\", \"Application Portfolio Management\", \"C# (Programming Language)\", \"Dependency Injection\", \"Solution Delivery\", \"Requirements Engineering\", \"Clinical Data Management\", \"Capability Development\", \"Computer Engineering\", \"Technical Solution Design\", \"Transaction Processing (Business)\", \"Software Development\", \"Solution Design\", \"Metadata Modeling\", \"Maintaining Code\", \"RESTful API\"]',\n", + " \"['English', 'Chewa']\"],\n", + " ['80',\n", + " 'software engineer / software developer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-2.25367069e-01 2.32250974e-01 5.06567001e-01 -3.08572352e-02\\n5.38056970e-01 -1.08408272e-01 -2.40812823e-02 1.60881981e-01\\n4.34205234e-02 -2.91904867e-01 -2.14868248e-01 -2.16581345e-01\\n-1.15298659e-01 5.15648387e-02 2.66742986e-02 3.83278847e-01\\n3.06102395e-01 2.71346886e-02 -6.74058422e-02 3.92125249e-01\\n2.81417258e-02 -9.31503773e-02 -5.77119514e-02 5.83967149e-01\\n2.64430732e-01 9.47352946e-02 -5.33663295e-02 -4.10202071e-02\\n-3.11393440e-01 -1.79390132e-01 3.07072222e-01 1.23419017e-01\\n-1.27168745e-01 -3.90187591e-01 1.36987880e-01 1.06949173e-01\\n-2.15480745e-01 1.32493526e-02 -9.48492959e-02 9.79602560e-02\\n-5.29760838e-01 -3.24110836e-01 1.52288482e-01 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We use agile DevOps and SRE practices to provide outstanding service quality and availability to our customers. You will join a team of always curious and enthusiastic Engineers, which are working closely together with the Product Owner to deliver valuable features that enable the digitalisation of the logistics industry. This is a (specialized or full-stack) software engineering position with focus on development and operation of software services. He / She designs, implements, tests and operates high quality software services according to SLAs and OLAs in place and takes co-ownership for team owned software components. The focus of the role will be: Conduct technical requirements analysis based on input from business analysis respectively business requirements engineering, including functional and non-functional requirements (e.g. security, availability, scalability, cost-optimization, …) Create software designs based on result of requirements analysis according to the architectural-, security-, product- and team guidelines Implement software designs using continuous integration and deployment Maintain existing software systems; including fixing bugs, adding new features, refactoring and conducting version upgrades Participate in code reviews as part of the agile software development process and collaborate with other software engineers to integrate code changes (e.g. pull/merge requests) Conduct quality testing on software (unit testing) and software systems (integration and end-to-end testing) Write and maintain technical documentation of software and software systems Operate software systems and collaborate with customer support team and system team to resolve incidents (2nd level support) Participate in agile software development activities (e.g. stand-ups, planning meetings, retrospectives, …) and collaborate with product owner and product management team to coordinate timeline for new features Qualifications Good conceptual skills in developing solution designs, documenting and implementing them Experience in writing JVM based software, primarily in Kotlin and Java. Python and Unix shell know-how is a great plus Experience with at least two of the following tools: Git / DataDog / Prometheus & Grafana / Ansible Experience with at least one of the following approaches to API development: Protobuf & gRPC Rest API (ideally using OpenAPI or Swagger) Experience with at least four of the following systems: Apache Kafka PostgreSQL or other relational database systems DynamoDB Docker Kubernetes AWS ECS / Fargate Elastic Search Linux / Unix Experience with Stream processing (e.g. Kafka Streams, Flink, Spark etc.) is very helpful Fluent in English spoken and written. German is a plus, but not mandatory Additional Information You can choose between either a MacBook Pro or a Microsoft Windows Notebook at a top location right next to the railway station Zurich Hardbrücke. Nexxiot is an equal opportunity employer. Welcoming diversity gives us a competitive advantage in the global marketplace and is an important driver of our success and culture. Our recruitment team is looking forward to receive your CV via our career portal.',\n", + " '[\"Writing\", \"Collaboration\", \"Coordinating\", \"Planning\", \"Microsoft Windows\", \"Timelines\", \"Operations\", \"Integration\", \"Positivity\"]',\n", + " '[\"Apache Flink\", \"Kubernetes\", \"Tooling\", \"Customer Support\", \"Agility\", \"Product Management\", \"Unit Testing\", \"Unix Shell\", \"Continuous Integration\", \"Industrialization\", \"Activism\", \"Functional Requirement\", \"Software Systems\", \"Python (Programming Language)\", \"PostgreSQL\", \"Maintainability\", \"Linux\", \"E (Programming Language)\", \"Levelling\", \"Idealization\", \"Systems Integration\", \"Apache Kafka\", \"Cloud Platform System\", \"Software Engineering\", \"Amazon DynamoDB\", \"Stream Processing\", \"Agile Software Development\", \"Conceptualization\", \"Full Stack Software Engineering\", \"Docker (Software)\", \"Business Requirements\", \"AD Model Builder (ADMB)\", \"Amazon Marketplace\", \"Logistics\", \"Equalization\", \"Scalability\", \"Business Analysis\", \"Technical Documentation\", \"Code Review\", \"Receivables\", \"Software Design\", \"Service Quality\", \"Database Systems\", \"Stand-Up Comedy\", \"Datadog\", \"Grafana\", \"Java Virtual Machine (JVM)\", \"Software Development\", \"Requirements Analysis\", \"Solution Design\", \"Relational Databases\", \"Ansible\", \"Additives\", \"Git Flow\", \"OpenAPI\", \"Swagger UI\", \"Java (Programming Language)\", \"Job Descriptions\", \"Application Programming Interface (API)\", \"Prometheus (Software)\", \"Unix\", \"Software Plus Services\", \"Kotlin\", \"DevOps\", \"RESTful API\"]',\n", + " \"['English', 'Afar', 'Sundanese', 'Luxembourgish', 'Chewa']\"],\n", + " ['75',\n", + " 'software back-end engineer',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.71552032e-01 2.91270584e-01 3.82932365e-01 -6.69109868e-03\\n3.55228841e-01 -2.36295044e-01 2.26878119e-03 3.73446047e-01\\n-7.57382885e-02 -2.04707831e-01 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third-party integration - Advanced knowledge of relational databases - Some experience with the technologies we’re using is a plus: - Python, Django, Flask, SQLAlchemy, Pytest - PostgreSQL, PostGIS - JavaScript, Angular, HTML5, CSS3, Bootstrap - Git, Bitbucket, CircleCI - Worked previously in ‘agile’ team(s) and are looking forward to doing it again, - Are comfortable working in English and German; you have a great read, good spoken command of it. Benötigte Skills Englisch JavaScript Angular HTML5 CSS3 Bootstrap PostgreSQL Python',\n", + " '[\"Collaboration\", \"Integration\"]',\n", + " '[\"Bitbucket\", \"Control Systems\", \"MSC Software\", \"Test-Driven Development (TDD)\", \"Agility\", \"Circleci\", \"API Design\", \"Computer Science\", \"Object Oriented Programming Language\", \"Good Agricultural Practices\", \"Data Engineering\", \"Version Control\", \"PostgreSQL\", \"Python (Programming Language)\", \"HTML5\", \"Systems Architecture\", \"Web Development\", \"Flask (Web Framework)\", \"Software Engineering\", \"Django (Web Framework)\", \"Object-Oriented Programming (OOP)\", \"Bootstrap (Front-End Framework)\", \"JavaScript (Programming Language)\", \"SQLAlchemy\", \"Code Review\", \"Adapter Scripting Language\", \"PostGIS\", \"Data Structures\", \"Front End (Software Engineering)\", \"Angular (Web Framework)\", \"Relational Databases\", \"Algorithms\", \"Git Flow\", \"Application Programming Interface (API)\", \"Agile Product Development\"]',\n", + " \"['English', 'Greenlandic', 'Akan', 'Chuang', 'Pali']\"],\n", + " ['16',\n", + " 'software engineer business data events',\n", + " 'Zürich',\n", + " 'Enterprise Software & Network Solutions',\n", + " 'www.avaloq.com',\n", + " '[[-1.91104650e-01 2.25271225e-01 5.89884579e-01 1.13143306e-02\\n5.50288737e-01 -1.07360438e-01 -5.49557582e-02 3.53687912e-01\\n-5.68057783e-03 -3.53976190e-01 -6.66690916e-02 -2.06283987e-01\\n-6.52140528e-02 1.13803282e-01 1.33876234e-01 2.86508203e-01\\n2.07377613e-01 1.70513123e-01 -1.35549843e-01 3.60378802e-01\\n1.63065881e-01 -5.70979938e-02 1.39258310e-01 7.63423145e-01\\n4.20967400e-01 9.03721601e-02 -9.48430896e-02 -6.79137558e-02\\n-2.77748376e-01 -2.68304706e-01 5.12581050e-01 1.23132959e-01\\n-8.00701380e-02 -3.92657846e-01 1.00996882e-01 -8.78694355e-02\\n-3.47456396e-01 -5.31649105e-02 -1.13787040e-01 1.70788139e-01\\n-4.25675213e-01 -2.20063150e-01 -3.58525924e-02 3.11442986e-02\\n-2.09038854e-01 -3.25879991e-01 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Together. Avaloq is a value-driven fast-paced fintech company and we are committed to develop the banking technology of tomorrow. Leading banks and wealth managers in all major financial centres rely on our software and services, and this unique community grows every day. Your team The Application Framework Team is mainly responsible for software frameworks used in the Avaloq Banking Suite (ABS) for the business process modelling and data management. We enhance and maintain the frameworks and tools that enable other teams to create and process their business specific logic. The application framework team works on the central core of the ABS. Business Data Events is a newly built, high-volume data streaming platform. It streams all relevant business events from the Avaloq core banking system to a series of microservices. The data streaming platform is designed for high throughput (100 million messages per hour) and for low latency (below 20 ms). Our technology stack is based on Java (Spring Boot), Oracle and PL/SQL, Docker, Kubernetes, Apache Kafka, Google Protocol Buffers, Prometheus, Grafana, Angular and more. Your mission Further develop and optimize the data streaming platform Drive and enhance the core frameworks of Avaloq’s current and future products Participate in architectural design Understand Avaloq’s architectural strategy and translate it to scalable and maintainable solutions Support and consult our stakeholders – customers and internal business teams Constant self-development What you need University degree in Computer Science or equivalent experience Strong software engineering background, including understanding of modern software engineering principles and design patterns Strong analytical, abstract thinking and problem-solving skills Knowledge and hands-on experience in Java Solid understanding of relational databases Strong communication abilities and proficient English language skills You will get extra points for the following Experience with concurrent and distributed systems Experience with Spring Boot Experience with PL/SQL Experience with microservice architectures Understanding of agile methodologies Now let’s talk about perks and compensation With our compensation model, we want to share the success of the company with all our employees. We offer competitive base salaries and if you prove yourself as a super-star, you might be entitled to an extraordinary achievement reward. Place of work Zurich Don’t be shy – apply! Avaloq Evolution AG Kristin Stengel, Talent Acquisition Partner 8027 Zürich www.avaloq.com/en/open-positions Please only apply online. Note to Agencies: All unsolicited résumés will be considered direct applicants and no referral fee will be acknowledged.',\n", + " '[\"Writing\", \"Problem Solving\", \"Communications\", \"Positivity\", \"Consulting\"]',\n", + " '[\"PL/SQL\", \"Distributed File Systems\", \"Kubernetes\", \"Tooling\", \"Low Latency\", \"Spring Boot\", \"Protocol Buffers\", \"Computer Science\", \"Analytics\", \"Data Streaming\", \"Application Frameworks\", \"Distributed Design Patterns\", \"Data Driven Instruction\", \"Wealth Management\", \"Event Data Recorder\", \"Talent Acquisition\", \"Component Object Model (COM)\", \"Maintainability\", \"Architectural Design\", \"Translations\", \"Apache Kafka\", \"Microservices\", \"Software Engineering\", \"Docker (Software)\", \"Agile Methodology\", \"Business Process\", \"High Throughput Screening\", \"Library For WWW In Perl\", \"Scalability\", \"Clinical Data Management\", \"Grafana\", \"Angular (Web Framework)\", \"Business Events\", \"Relational Databases\", \"Banking\", \"Software Modernization\", \"Java (Programming Language)\", \"Prometheus (Software)\", \"Abstractions\", \"EN 1993 Building Codes\", \"International Business\"]',\n", + " \"['English', 'Oromo', 'Armenian', 'Latin', 'Tsonga']\"],\n", + " ['49',\n", + " 'computer vision engineer (full time)',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-4.45199460e-02 2.53578544e-01 4.49163765e-01 2.28471886e-02\\n4.94733632e-01 -2.33720586e-01 -1.89702436e-02 4.78694022e-01\\n6.19066060e-02 -3.51119220e-01 -3.57598402e-02 -1.82676017e-01\\n-1.61978647e-01 -1.28702983e-01 5.14437854e-02 3.33195746e-01\\n3.34007859e-01 7.06753880e-02 -2.46245742e-01 4.04378504e-01\\n1.16974361e-01 -1.54564753e-02 2.36946166e-01 6.25411093e-01\\n2.72680014e-01 3.71392891e-02 4.41225799e-04 1.75664708e-01\\n-3.22847933e-01 -3.01323593e-01 3.22281599e-01 4.16657738e-02\\n-1.01327330e-01 -3.00870955e-01 4.77856817e-03 -1.90298054e-02\\n-2.39199117e-01 3.26819867e-02 2.45515574e-02 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visual navigation on a drone and have fun Support our customers for testing in Europe and China REQUIREMENT Proven experience as a Computer Vision Engineer (Master or PhD degree) Good knowledge on Visual Odometry, SLAM, SfM, Sensor Fusion Strong programming skills in C/C++, Python, MATLAB, Shell script Good at using Linux and Git Fluent speaking and writing in English (fluent German would be a plus); One position requires fluent Chinese in speaking and writing. Strong problem solving skills and knowledge in hands-on working with mechanical and electronical systems Experience in drones is a plus Knowledge on GNSS or machine learning is a plus WHAT WE OFFER Being part of a Startup about to take off A welcoming and driven team Working in the center of Zurich Having fun with drones and autonomous vehicles Salary & potentially participation in stock option plan',\n", + " '[\"Planning\", \"Writing\", \"Positivity\", \"Problem Solving\"]',\n", + " '[\"Programming (Music)\", \"Shell Script\", \"Sensor Fusion\", \"MATLAB\", \"Electronic Systems\", \"GNSS Augmentation\", \"Mechanicals\", \"Visualization\", \"C++ (Programming Language)\", \"Visual Odometry\", \"Computer Vision\", \"Python (Programming Language)\", \"Linux\", \"Embedding\", \"SLAM Algorithms (Simultaneous Localization And Mapping)\", \"Machine Learning Methods\", \"Git (Version Control System)\", \"Incentive Stock Option\", \"Algorithms\", \"Centering\", \"Autonomous Vehicles\"]',\n", + " \"['English', 'Corsican', 'Walloon', 'Ewe', 'Kongo']\"],\n", + " ['125',\n", + " 'software developer/devops engineer 60-100% starting immediately or as per agreement',\n", + " 'Basel',\n", + " 'Colleges & Universities',\n", + " '',\n", + " '[[-2.87318110e-01 2.91789472e-01 4.31188583e-01 -8.56497586e-02\\n5.50554872e-01 -1.77667126e-01 -1.81153476e-01 4.18591142e-01\\n-1.41118765e-01 -3.14023614e-01 -1.08434513e-01 -2.64241785e-01\\n-1.60108298e-01 1.53163016e-01 6.70829564e-02 4.40282047e-01\\n3.40453863e-01 5.67928515e-02 -1.71614468e-01 3.23336720e-01\\n1.02806613e-01 -9.64196473e-02 -4.06006500e-02 7.56575286e-01\\n3.62100184e-01 1.48202516e-02 -5.53796291e-02 2.72017196e-02\\n-1.69028550e-01 -1.95795953e-01 4.24424082e-01 1.71294175e-02\\n-1.09756403e-01 -3.16664100e-01 1.61537319e-01 1.11791953e-01\\n-2.37060279e-01 -1.03546232e-02 -3.76902670e-02 1.60510525e-01\\n-5.12383103e-01 -1.93267167e-01 1.45915411e-02 1.42959803e-02\\n-2.79489934e-01 -2.70250201e-01 2.29901269e-01 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It consists of 32 groups and 500 employees that research how molecules and cells create life, spanning the scale from atom to organism. Founded in 1971, the Biozentrum has been the birthplace of many fundamental discoveries in biology and medicine, spawning several Nobel Laureates. The Research IT technology platform is the primary contact point for scientific IT projects at the Biozentrum. We support the Biozentrum's scientists and staff with expertise, services and custom software development to facilitate research data management, analysis and collaboration. Your position We are looking for a Software Developer/DevOps Engineer with experience in web technologies who enjoys both sides of the software lifecycle coin: Developing state of the art applications as well as deploying and operating systems and services in production. In this role, you support the specific needs of the research groups and administrative units at the Biozentrum. Your responsibilities Ensuring reliable operation of our existing services within a heterogeneous service infrastructure (Linux, Windows, Citrix Hypervisor), software (application software, web servers) and databases (MySQL, PostgresSQL, MS-SQL) Software development, with an emphasis on web technologies Planning, design, transition and operation of new services. Active participation in Research IT projects, such as discussing requirements with users, developing scenarios and solutions, as well as occasional training. Your profile We are looking for an enthusiastic person with a Master's degree in Computer Science, Bioinformatics or equivalent relevant experience. You have not only proven programming skills, but also outstanding analytical and collaborative skills that you enjoy bringing to the table in cross-functional projects. You like to work in an agile academic work environment and embrace a service-oriented approach. Part of your duties is to make sure that our production services run smoothly. Furthermore, you are: Very familiar with operation of Linux/Apache/* stacks, MySQL, PostgreSQL, familiar with other setups (Windows, MS-SQL). Experience with virtualization, containers, orchestration a definite plus. Experienced with web development using at least one of the following: PHP/Zend Framework, Python/Django, other frameworks a plus. Other coding and data management experience highly welcome. Comfortable applying software development best practices (source code versioning, unit testing, continuous integration, etc.) Finally, you are motivated to acquire further skills on the job and believe in continuous improvement. Good communication skills in English are required; knowledge of German is an asset. We offer you The Biozentrum offers a cutting-edge research infrastructure, a highly international environment that provides numerous opportunities to learn more, and excellent working conditions. The position is initially for 2 years, with the possibility of permanent employment. Salary and benefits according to University of Basel standards. Application / Contact Please apply online with a CV, letter of motivation, and the name/address of three references: https://biped2.biozentrum.unibas.ch/apply/software-developer_devops-engineer The deadline for receipt of applications is 31 December 2019. Please note that only online applications will be accepted. Further information about Research IT: https://www.biozentrum.unibas.ch/researchit For specific questions, feel free to contact Michael Podvinec, PhD, Head of Research IT (michael.podvinec@unibas.ch).\",\n", + " '[\"Verbal Communication Skills\", \"Research\", \"Collaboration\", \"Infrastructure\", \"Planning\", \"Operations\", \"Reliability\", \"Positivity\"]',\n", + " '[\"Web Servers\", \"MySQL\", \"Enterprise Application Software\", \"Agility\", \"Programming (Music)\", \"Unit Testing\", \"Computer Science\", \"Zend Framework\", \"Life Sciences\", \"Data Management\", \"Citrix Systems\", \"Spawning\", \"Analytics\", \"Virtualization\", \"Good Agricultural Practices\", \"Continuous Integration\", \"Continuity Tests\", \"Scale (Map)\", \"Activism\", \"Custom Software\", \"PostgreSQL\", \"Linux\", \"Python (Programming Language)\", \"Web Development\", \"Hostile Work Environment\", \"PHP (Scripting Language)\", \"Django (Web Framework)\", \"Operating Systems\", \"Cross-Functional Coordination\", \"Library For WWW In Perl\", \"Biology\", \"Personalization\", \"Quantum Point Contact\", \"Continuous Improvement Process\", \"Service-Oriented Modeling\", \"Clinical Data Management\", \"Finalization\", \"Software Development\", \"Windows Setup\", \"Source Codes\", \"Infrastructure Management Services\", \"Atom (Standard)\", \"Hypervisor\", \"SQL (Programming Language)\", \"DevOps\"]',\n", + " \"['English', 'Church Slavonic', 'Sichuan Yi', 'Amharic']\"],\n", + " ['117',\n", + " 'data scientist',\n", + " 'Lausanne',\n", + " '',\n", + " '',\n", + " '[[-1.98490053e-01 1.68447852e-01 5.34035742e-01 1.06047787e-01\\n5.86748719e-01 -1.64473459e-01 -1.20681524e-02 3.75144809e-01\\n3.11087854e-02 -4.82621431e-01 1.08029217e-01 -2.64965594e-01\\n-4.24936302e-02 1.79403901e-01 4.39701453e-02 4.36141640e-01\\n1.80472717e-01 8.43676999e-02 -1.63410068e-01 3.29295218e-01\\n1.13052651e-01 -1.84331536e-01 1.54782996e-01 8.92038584e-01\\n4.35893834e-01 2.22152937e-02 -1.08888783e-01 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'Headquartered in Switzerland with additional offices in Toronto and London, SwissBorg aims to fundamentally change the way individuals manage their wealth. As a product obsessed team, we believe that advanced technology combined with an intuitive user experience will empower people to invest with more freedom, confidence, and belief. In 2018, we successfully raised funds from over 23,800 global participants who share our vision of a wealth management industry with more community-centric values. We are now working towards the next phase of disruption. In Q4 of 2019, individuals across the globe will have the opportunity to purchase digital assets such as Bitcoin at the best prices, and become members of our ecosystem to unlock first of its kind investment features. Your Mission: Data sits at the heart of what we do, and you’ll play a crucial role in helping our teams to build personalized customer experiences, track metrics, optimize processes, enhance our products, and everything in-between. As a data scientist, you will be one of the first members of our growing world-class data team with an impact across all business lines. We’ll give you the tools and autonomy to build the data structures & solutions that will fundamentally underpin all operations at SwissBorg. If you’re looking to explore uncharted territory in the digital assets space with a team that thinks long term, has an agile mindset, and wants to challenge the old-school money managers let’s chat! What You’ll Be Doing Develop statistical analysis, and models and apply them to solve real problems Build and deploy algorithms for anomaly detection, forecasting and churn prediction based on users behavior Work with our product & marketing teams to guide product & marketing decisions through data-based recommendations Define and report on metrics and KPIs Automate analysis and data pipelines while ensuring our data infrastructure is set up for scale What You Might Look Like Masters or PhD degree in math, statistics, physics, computer science, or related fields Expertise in a variety of data manipulation tools and programming languages (Python, SQL) Strong experience and theoretical knowledge in machine learning, prediction algorithms for classification and study of time series Track record in product analytics and experience to make decisions autonomously Outstanding communications and collaboration skills working cross-functionally Past experience building and working with AWS as well as building and maintaining databases Knowledge of Keras, Tensorflow library, SageMaker, and SDK a plus Benefits Being part of the lifetime opportunity to launch a product at scale Get in on the ground floor as a pioneer in the fast paced fintech/blockchain space Salary and competitive bonus based on our meritocratic system Continuous opportunities to learn, grow fast, and create alongside an experienced team of financial experts, engineers, scientists, designers, and marketing gurus Excellent benefits (health, etc…) Standard 5 weeks vacation Centrally located office in a beautiful historic building.',\n", + " '[\"Decisiveness\", \"Collaboration\", \"Management\", \"Communications\", \"Operations\"]',\n", + " '[\"AWS SageMaker\", \"Automation\", \"Tooling\", \"Agility\", \"KM Programming Language\", \"Health Care Benefits\", \"Blockchain\", \"Computer Science\", \"Analytics\", \"Prediction\", \"Industrialization\", \"Wealth Management\", \"Scale (Map)\", \"Data Manipulation\", \"Python (Programming Language)\", \"Bitcoin\", \"Track (Rail Transport)\", \"Maintainability\", \"Data Pipeline\", \"Library\", \"Money Management\", \"Keras (Neural Network Library)\", \"Investments\", \"Process Optimization\", \"Machine Learning Methods\", \"Purchasing\", \"Physical Computing\", \"Time Series\", \"Personalization\", \"Digital Assets\", \"TensorFlow\", \"Statistical Physics\", \"Phase (Waves)\", \"Flooring\", \"Unlocker\", \"Data Infrastructure\", \"Data Structures\", \"Data Class\", \"Forecasting\", \"Algorithms\", \"Customer Experience\", \"Additives\", \"User Experience\", \"Anomaly Detection\", \"Long-Term Potentiation\", \"Advanced Imaging Technology\"]',\n", + " \"['English', 'Kyrgyz']\"],\n", + " ['79',\n", + " 'software engineer',\n", + " 'Lausanne',\n", + " '',\n", + " '',\n", + " '[[-1.27125368e-01 2.69796431e-01 4.17574644e-01 -3.17967832e-02\\n4.83829677e-01 -1.13778137e-01 -2.76922137e-02 3.63451660e-01\\n4.44437675e-02 -4.72030997e-01 3.72075923e-02 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-1.89627230e-01\\n-2.49043703e-01 -1.99305564e-01 -1.03700817e-01 7.71300495e-02\\n2.30564624e-01 -3.25194895e-01 4.56860475e-03 -1.26350388e-01\\n-6.62057102e-02 -3.92006218e-01 -5.77960536e-02 5.08145243e-02]]',\n", + " 'Our company Neural Concept uses Deep Learning algorithms to transform the world of Computer Assisted Design (CAD). We help companies speed up their R&D cycles, enhance their product performance and reduce computational costs. Deep Learning and AI have already revolutionised how images, sound and natural language are processed. Therefore, some problems that used to be considered intractable are now easily solvable on a large scale. Yet, Computer Assisted Design (CAD) and geometry processing are still using traditional methods. Our mission is to bring this revolution into the world of CAD using our unique Neural Network technology that can process 3D CAD models. We are working for global leaders in industries ranging from Automotive to Aerospace and with cutting edge sport teams from Sailing to Car-Racing, who trust our technology to ensure they stay ahead of the curve in their fields. Our culture Our company was born in a top notch AI lab at EPFL and the values of research are in our DNA. We are honest, pragmatic and passionate about innovation. We know that the greatest achievements cannot be the product of a single individual and we encourage our employees to strive for the success of the entire team. We work hard but try to enjoy our time at work and cultivate a great atmosphere. We do our best to respect everybody’s private life and are very conscious about work / life balance. Your mission As a Software Engineer, your main responsibilities will include: Developing the backend of our product, including design, implementation and testing of Neural Concept’s APIs Working together with Research Scientists to design and implement efficient algorithms and data structures in the core engine of our product Closely collaborating with Application Engineers to design and implement novel features required by our clients and partners Continuously working on improving stability and reliability of our products and tools Job description: Software Engineer Your profile Requirements: MSc or PhD degree (Computer Science / Math / Physics or other relevant field) Strong background in algorithms and data structures Strong programming experience in Python and / or C++ Familiar with Flask (or similar web frameworks) Familiar with cloud infrastructure stacks (Google Cloud / AWS or equivalent) Familiar with modern database and storage solutions (SQL and NoSQL) Would be a plus: Experience with containers (Docker and Kubernetes) Experience with Machine Learning Experience with modern Deep Learning frameworks (TensorFlow / PyTorch) Experience with GPU programming (ideally CUDA) Experience with CFD methods and simulation software (such as OpenFOAM) You get A competitive Swiss salary A generous equity compensation plan Flexible working hours Access to unlimited computational resources State-of-the-art equipment Stimulating environment with top-level researchers and engineers Comfortable office with open beverages and healthy food To Apply Send an email to: contact@neuralconcept.com Title: Software Engineer Candidate Please attach your CV and links to relevant resources (e.g. your Github)',\n", + " '[\"Research\", \"Collaboration\", \"Planning\", \"Reliability\", \"Innovation\"]',\n", + " '[\"MSC Software\", \"Kubernetes\", \"Tooling\", \"NoSQL\", \"Graphics Processing Unit (GPU)\", \"Accessioning\", \"Juniper Network Technologies\", \"Natural Language Processing\", \"Programming (Music)\", \"Computer Science\", \"Computer-Assisted Surgery\", \"Docker Container\", \"Web Frameworks\", \"Nvidia CUDA\", \"Industrialization\", \"Notching\", \"Scale (Map)\", \"C++ (Programming Language)\", \"Python (Programming Language)\", \"Component Object Model (COM)\", \"E (Programming Language)\", \"Levelling\", \"Simulation Software\", \"Idealization\", \"Flask (Web Framework)\", \"Software Engineering\", \"Machine Learning Methods\", \"Github\", \"Beverage Products\", \"Storages\", \"Machine Learning Algorithms\", \"Geometry\", \"TensorFlow\", \"Google Cloud\", \"Deep Learning\", \"OpenFOAM\", \"Physics\", \"Foods\", \"Imaging\", \"Equities\", \"Data Structures\", \"Recurrent Neural Network (RNN)\", \"Resourcing\", \"Algorithms\", \"PyTorch (Machine Learning Library)\", \"Job Descriptions\", \"Sailing\", \"Cloud Infrastructure\", \"Custom Backend\", \"Cultivator\"]',\n", + " \"['English']\"],\n", + " ['68',\n", + " 'software engineer / kubernetes',\n", + " 'Zürich',\n", + " 'Publishing',\n", + " '',\n", + " '[[-9.86396894e-02 3.53228837e-01 5.67326486e-01 3.63957249e-02\\n4.11444038e-01 -1.54789671e-01 -1.02825258e-02 3.75273436e-01\\n-1.09489605e-01 -3.61436069e-01 -1.27484068e-01 -2.00840175e-01\\n-2.10987758e-02 9.52819064e-02 9.87729430e-02 3.63007396e-01\\n1.37525052e-01 1.10589705e-01 -1.76684603e-01 2.60704219e-01\\n1.58464849e-01 -8.05613026e-02 1.65607065e-01 6.42816842e-01\\n3.86824906e-01 2.66366173e-02 -4.28315764e-03 3.82334217e-02\\n-2.43231893e-01 -2.74984568e-01 5.35701811e-01 1.72870532e-01\\n-2.02128589e-01 -3.24811488e-01 9.71850902e-02 -1.22270696e-02\\n-1.51039958e-01 -1.66761622e-01 6.61277249e-02 2.59619087e-01\\n-3.99658412e-01 -2.26555467e-01 8.92851651e-02 -2.46167164e-02\\n-2.31960461e-01 -3.20629090e-01 2.11927425e-02 -7.26859942e-02\\n1.23782150e-01 -9.61930528e-02 -5.79135120e-01 3.66553992e-01\\n-2.13437229e-01 -1.46317482e-01 3.15854549e-01 5.32991588e-01\\n-8.24891999e-02 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2.01587290e-01\\n1.84415430e-02 2.35088319e-01 -3.04267108e-01 -2.25467026e-01\\n-2.89972275e-01 2.08660096e-01 -8.36983249e-02 1.29145160e-01\\n-7.37960916e-03 2.35196725e-01 1.43932834e-01 5.78541607e-02\\n2.99762428e-01 -9.82260555e-02 -2.10702911e-01 -2.30772689e-01\\n-3.73177648e-01 -2.90136158e-01 -8.68161172e-02 -1.79977819e-01\\n1.95918977e-01 -3.98411334e-01 -7.55714029e-02 -2.89538922e-03\\n-1.27865911e-01 -3.52548569e-01 2.43788008e-02 -4.19341400e-02]]',\n", + " 'localsearch is the leading marketing and advertising partner for Swiss SME. We make our customers successful in the digital world. Within our department Products & Platforms we are looking for new colleagues: Software Engineer / Kubernetes We are Virtualizers, Software Engineers, Orchestrators, Coders and offer a highly skilled devops and software engineering team responsibility to provide and enhance services and APIs which are used by many teams and applications or external consumers two completely own managed Kubernetes clusters (on GKE/GCP) a close collaboration with software engineering teams to support them building new features and applications You are a tech enthusiast, cloud surfer, automator, networker and you impress us with a good understanding of mixed architecture of public and private clouds professional experience with Kubernetes, infrastructure as a code and cloud services networking, scripting (Bash), log and systems performance analysis skills a good understanding of web application architectures (web servers, relational/non-relational databases, caching tiers, fault-tolerant design) solid communications – even remotely -, team working and interpersonal skills fluent in English, German is a plus Important: We are only able to consider applicants with a valid permit to reside and work in Switzerland or citizens of EU-27. Direct applications are given priority. We will be happy to answer your questions via our WhatsApp chat +41 79 358 35 76. We, Sylvia Ramona Bertele and Colin Griehl, look forward to receiving your online application!',\n", + " '[\"Collaboration\", \"Communications\", \"Infrastructure\", \"Management\"]',\n", + " '[\"Web Applications\", \"Web Servers\", \"Advertisement\", \"Kubernetes\", \"Enhanced Messaging Service\", \"Platform Product Management\", \"Fault Tolerant Ethernet\", \"Consumables\", \"Google Kubernetes Engine (GKE)\", \"Private Cloud\", \"Software Engineering\", \"Cloud Services\", \"Applications Architecture\", \"Whatsapp\", \"Digitization\", \"Bash (Scripting Language)\", \"Receivables\", \"Google Cloud Platform (GCP)\", \"Relational Databases\", \"Customer Success\", \"Scripting\", \"Performance Analysis\", \"Network Automation\", \"DevOps\"]',\n", + " \"['English', 'Marathi', 'Castilian', 'Irish']\"],\n", + " ['97',\n", + " 'paid internship in information technology - data scientist -switzerland, 6 months (m/f)',\n", + " 'Geneva',\n", + " '',\n", + " 'www.pg.com',\n", + " 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-2.95511276e-01\\n-2.38656044e-01 2.55911589e-01 -1.62446368e-02 2.86795884e-01\\n5.60653247e-02 3.79945576e-01 6.96440935e-02 2.49366552e-01\\n2.62124538e-01 9.03570801e-02 -2.53754497e-01 -2.08785594e-01\\n-2.16483608e-01 -1.60309911e-01 -1.24970056e-01 -3.94104384e-02\\n2.22455859e-01 -2.52866566e-01 -1.00973621e-02 -2.42963284e-01\\n-2.37086371e-01 -4.39810336e-01 5.09778224e-02 -1.58611730e-01]]',\n", + " 'Do you have passion to transform P&G\\'s brand building while enabling better decision-making through advanced analytics and machine learning; enhance business results and improving consumer\\'s lives every single day? We are looking for Data Scientist Interns (Female or Male) 6-months - Based in Geneva CompensatedYour responsibilities will be:Get into the details on Marketing and Data Science, using artificial intelligence, data visualization and analytic engines, release business building insights, generating plans from our data to serve consumers worldwide in better way. You will learn through from data we generate from 1.5TB individual consumer touchpoints daily, and information on 500MM consumers\\' behaviors. You will answer business questions and propose solution for business problems by applying machine learning techniques and automatize analysis of consumer touch point information or other deep learning data, explore their patterns and recommend marketing activities.You will discover and invent next-generation business analytic tools for our category analysts and business partners, own our new applications from design-thinking up to user adoption.Full-stack development of innovative and creative tailor-made algorithms that will drive real-life business recommendation and activation, using your favorite tools or environment.Team up with technology partners to translate your innovations into robust, scaled, analytic solutions Collaborate actively and effectively with the data science team, other function\\'s partners and senior management to achieve your project\\'s objectives.Participate to P&G\\'s analytic capability program at different levels of skill and seniority To qualify for this role you should possess the following: Doing a Master Degree in a quantitative field (Operation Research, Computer Science, Engineering, Applied Math, Statistics, Analytics, Data Science, Life-science etc)Passion to try new things, learn quickly and work well with diverse backgrounds.Excellent interpersonal skills, self-motivated, dynamic and can-do attitudeEnthusiasm and curiosity about the intersection of business, technology and data.Very good English (written and oral) and you should have knowledge of Business Intelligence Tools such as KNIME, Tableau, SpotfireBig Data Ecosystem: Hadoop, Spark, MapReduce, SQL, HiveScientific Computing: R, Python, C++, Java, ScalaAdvanced Analytical models (Bayesian, Optimization (global, local, stochastic methods), Uncertainty Quantification, etc.) We offer: Competitive compensationOwn your responsibilities and project leadership as of day 1Dynamic, Diverse, Multi-cultural and Flexible working environment\\'Vibrant Living\\' offering on-site: Gym / Yoga / Sports-teams, Hair-Salon, Canteen, Agile workspace design, Flex-work arrangements possible and \"new-hire network activities\"Help with housing, subsidized meals, free public transport in Geneva and access to our company store, are some examples of our benefits.Equal Opportunities for everybody #WeSeeEqual #LikeAGirl #GABLE #P&GJob Location: Geneva, Petit-Lancy Due to legal restrictions, immigration sponsorship is available only for EU/EFTA nationalities. All candidate with non EU/EFTA nationalities are encouraged to check out opportunities in countries where they can obtain a work permit.Further helpful information to make the application process smooth: Just apply via clicking the button belowHave your CV in English ready to attachPlease note individual attachments cannot be larger than 500 KB ',\n", + " '[\"Self-Motivation\", \"Leadership\", \"Collaboration\", \"Planning\", \"Management\", \"Decision Making\", \"Innovation\", \"Creativity\", \"Curiosity\"]',\n", + " '[\"Business Analytics\", \"Tableau (Business Intelligence Software)\", \"Tooling\", \"Data Explorers\", \"Agility\", \"Accessioning\", \"Business Intelligence Tools\", \"Computer Science\", \"Life Sciences\", \"Analytics\", \"Consumables\", \"Statistics\", \"Bayesian Modeling\", \"Branding\", \"Business Partnering\", \"KNIME\", \"Activism\", \"MapReduce\", \"Python (Programming Language)\", \"Yoga\", \"Operations Research\", \"Levelling\", \"Translations\", \"Hostile Work Environment\", \"Business Intelligence\", \"Data Visualization\", \"Machine Learning Methods\", \"Data Science\", \"Uncertainty Quantification\", \"Release Engineering\", \"Equalization\", \"R (Programming Language)\", \"Artificial Intelligence\", \"Deep Learning\", \"Design Thinking\", \"Adoptions\", \"Public Transport\", \"Subsidized Housing\", \"Algorithms\", \"Business Technologies\", \"Java (Programming Language)\", \"SQL (Programming Language)\", \"Touchpoint\", \"New Hire Orientations\"]',\n", + " \"['English', 'Western Frisian', 'Gaelic', 'Kannada', 'Tigrinya']\"],\n", + " ['96',\n", + " 'study data manager',\n", + " 'Basel',\n", + " 'Staffing & Outsourcing',\n", + " 'www.proclinical.com',\n", + " '[[-3.31524819e-01 3.49949777e-01 3.49553525e-01 1.24307033e-02\\n6.97148919e-01 -9.62627828e-02 1.81974381e-01 1.72352239e-01\\n-4.15377505e-03 -8.51923078e-02 -1.68325186e-01 -2.97012389e-01\\n-1.93288047e-02 1.24176189e-01 6.58815503e-02 4.42799866e-01\\n2.42713511e-01 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The organisation is a global provider of automated laboratory instruments and solutions that develops, produces, markets, and supports automated workflow solutions that empower laboratories to achieve more. This vacancy is an excellent opportunity to work with a highly prestigious organisation whose historic presence has been a cornerstone in the pharmaceutical industry. Job Responsibilities: Operates as the core representative for Clinical Data Management (CDM) on the study team and to be accountable for the collection, review, and management of data, ensuring deliverables are met. Leads the CDM study team in maintaining oversight of all build, conduct, and close activities for one or more studies, ensuring fit for purpose quality. Leads the CDM study team and maintains oversight of all build, conduct, and close activities for one or more studies, ensuring fit for purpose quality. Implements study conventions, processes, knowledge sharing, and best practices on assigned study(ies). Leads the CDM study team and maintains oversight of all build, conduct, and close activities for multiple or complex studies, ensuring fit for purpose quality. Implements study conventions, processes, knowledge sharing, and best practices on multiple or complex studies. Leads the CDM study team and maintains oversight of all build, conduct, and close activities for one or more studies, ensuring fit for purpose quality. Implements study conventions, processes, knowledge sharing, and best practices on assigned study(ies). Utilizes communication tools. Effectively communicates study goals and status of work, including all requirements to CDM study team and stakeholders. Shares knowledge using relevant forums and communication tools. Effectively communicates study goals and status of work, including all requirements to CDM study team and stakeholders. Leads proactive sharing of knowledge using relevant forums and communication tools. Effectively communicates at the Business Process Owner (BPO) level with the ability to share information with relevant stakeholders. Strategic Agility With direction, manages CDM study deliverables, including timelines, risks, and coordination of cross-functional tasks. Understands study issues and implements corrective action plans, evaluates risk, and implements risk mitigation plan at the study level. Manages CDM study deliverables, including timelines, risks, and coordination of cross-functional tasks. Identifies and escalates study issues appropriately and addresses corrective action plans. Evaluates the impact of risks and develops and implements mitigation plans at the study level. Manages CDM deliverables, including timelines, risks, and coordination of cross functional tasks on multiple or complex studies. Proactively develops solutions to complex problems. Proactively reviews risk and develops contingency plans at the study level. Sets targeted timeframes for deliverables and proactively influences and negotiates positive outcomes for CDM on technical/functional deliverables. Resolves cross-functional problems and proactively identifies process gaps and the piloting of innovative solutions. Proactively develops contingency plans to reduce impact of risks to technical/functional strategies. Receives coaching and mentoring on sub functional activities. Provides timely feedback to individuals and to CDM Management and seeks ongoing feedback for personal. Provides coaching and mentoring on sub functional activities to peer Study Data Managers (SDMs) and associate Study Data Managers (aSDMs). Provides timely feedback to individuals and to CDM. Identifies gaps in Study Data Manager (SDM) knowledge and provides coaching and mentoring on sub functional activities to SDMs and/or raises gaps to Program Data Leader (PDL) and CDM Management. Skills and Requirements: Extensive experience in one or more CDM functions. Ability to apply highly advanced principles, theories, and strategies to one or more sub functions within CDM. Consistent demonstration of ingenuity, creativity, and resourcefulness. Ability to apply advanced principles, theories, and concepts for one or more sub functions within CDM. Grasp of trends in the industry and applies them to work within the organization. In-depth understanding of the business of their sub function and the wider CDM organization. Knowledgeable of theories and principles of CDM and how to apply them within their sub function. To Apply: Please click on the Apply button. Please include a short note outlining why you are interested in the role and why you think you are suitable. In case you have difficulty in applying or if you have any questions, please contact Tom Magenis at +44 203 854 1050 or upload your CV on our website - www.proclinical.com. A full job description is available on request. Proclinical Staffing is a specialist employment agency and recruitment business, providing job opportunities within major pharmaceutical, biopharmaceutical, biotechnology and medical device companies. Proclinical Staffing is an equal opportunity employer. #LI-TM1 #Biometrics',\n", + " '[\"Ingenuity\", \"Complex Problem Solving\", \"Negotiation\", \"Coordinating\", \"Proactivity\", \"Resourcefulness\", \"Planning\", \"Management\", \"Accountability\", \"Communications\", \"Timelines\", \"Operations\", \"Innovation\", \"Creativity\", \"Positivity\"]',\n", + " '[\"Biometrics\", \"Automation\", \"Mitigation\", \"Outliner\", \"Tooling\", \"Agility\", \"Knowledge Process Outsourcing\", \"Collections\", \"Risk Mitigation\", \"Data Management\", \"Good Agricultural Practices\", \"Industrialization\", \"Biotechnology\", \"Activism\", \"Component Object Model (COM)\", \"Maintainability\", \"Instrumentation\", \"Levelling\", \"FourGen Computer-Aided Software Engineering (CASE) Tools\", \"Communication Studies\", \"TARGET 3001!\", \"Medical Devices\", \"Workflow Automation\", \"Cross-Functional Coordination\", \"Library For WWW In Perl\", \"Business Process\", \"Equalization\", \"Personalization\", \"Corrective Action Training\", \"Receivables\", \"Pharmaceuticals\", \"Ambulatory Functional Activities\", \"Information Sharing\", \"Job Descriptions\", \"Contingency Plan\", \"Biopharmaceuticals\"]',\n", + " \"['English', 'Aymara', 'Avaric', 'Burmese']\"],\n", + " ['75',\n", + " 'software development engineer (c/c++) m/f',\n", + " 'Zürich',\n", + " '',\n", + " '',\n", + " '[[-1.79381236e-01 4.31842625e-01 4.21524853e-01 -1.84562564e-01\\n3.95667464e-01 -3.09906304e-01 1.97623298e-01 3.77338082e-01\\n1.27400765e-02 -2.72101939e-01 -1.95142567e-01 -2.68955827e-01\\n-4.83425856e-02 -8.01442564e-02 1.36897191e-01 2.88511634e-01\\n3.76314700e-01 3.22485133e-03 -1.52682453e-01 2.16077134e-01\\n-2.24764831e-02 -5.91001064e-02 1.76394328e-01 6.93758309e-01\\n4.37729657e-01 8.20632949e-02 1.10619247e-01 2.25949526e-01\\n-4.00120676e-01 -3.39135110e-01 2.87889034e-01 2.79880464e-02\\n-1.21830367e-01 -1.35701865e-01 2.77094096e-02 9.15803313e-02\\n-1.12619251e-01 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advantageous - English is our main language, further languages advantageous - German is a must - Motivation and drive to work in a team Your role and responsibilities: - Join our software development team to develop the Software driving our cutting-edge special technology. - Application development in C/C++ and Python - Structuring and architecting of software modules - Embedded programming Benötigte Skills Embedded SW Python C C++ Englisch',\n", + " '',\n", + " '[\"Application Development\", \"Software Modules\", \"C++ (Programming Language)\", \"Software Development\", \"Programming (Music)\", \"Python (Programming Language)\", \"Computer Science\", \"Embedding\"]',\n", + " \"['English']\"]]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "DataAnalysis", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.7" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/tests/test_authetication.py b/tests/test_authetication.py deleted file mode 100644 index 268a605..0000000 --- a/tests/test_authetication.py +++ /dev/null @@ -1,100 +0,0 @@ -from rest_framework.test import APIRequestFactory -from api.authentication_services import get_user_type -from api.views import ( - CandidatesViewSet, - LoginView, - CompaniesViewSet, - SkillsViewSet, - SoftSkillsViewSet, -) -from django.test import TestCase -import django - -django.setup() - -class TestAuthentication(TestCase): - def setUp(self): - self.factory = APIRequestFactory() - - def test_login(self): - users = [ - { - "email": "company@company.com", - "password": "Company123.123", - "role": "company_user", - "id": 1, - }, - { - "email": "candidate@candidate.com", - "password": "Candidate123.123", - "role": "candidate", - "id": 1, - }, - { - "email": "association@association.com", - "password": "Association123.123", - "role": "association_user", - "id": 1, - }, - ] - - login_page = LoginView.as_view() - factory = APIRequestFactory() - - for user in users: - request = factory.post("/login/", {**user}) - response = login_page(request) - - assert response.data["role"] == user["role"] - assert "access_token" in response.data.keys() - assert "refresh_token" in response.data.keys() - - def test_create_hard_skill(self): - factory = APIRequestFactory() - request = factory.post( - "/skills/1/", - { - "skill_name": "first skill", - }, - ) - - view = SkillsViewSet.as_view({"post": "create"}) - response = view(request) - - assert response.status_code == 201 - - return response.data["skill_id"] - - def test_create_soft_skill(self): - factory = APIRequestFactory() - request = factory.post( - "/softskills/1/", - { - "soft_skill_name": "first soft skill", - }, - ) - - view = SoftSkillsViewSet.as_view({"post": "create"}) - response = view(request) - - assert response.status_code == 201 - - return response.data["soft_skill_id"] - - def test_candidates_view(self): - factory = APIRequestFactory() - request = factory.get("/api/candidates/") - - view = CandidatesViewSet.as_view({"get": "list"}) - response = view(request) - - assert response.status_code == 200 - - def test_comapnies_view(self): - factory = APIRequestFactory() - request = factory.get("/api/companies/") - - view = CompaniesViewSet.as_view({"get": "list"}) - response = view(request) - - assert response.status_code == 200 From 90ff6c5cd5e9a3fa634457f2b4d38271eaa54f3c Mon Sep 17 00:00:00 2001 From: Guilherme Kruger Date: Mon, 30 Oct 2023 12:08:19 +0100 Subject: [PATCH 134/138] restructured files --- frontend/.gitignore | 36 + frontend/.prettierignore | 3 + frontend/.prettierrc | 1 + frontend/Dockerfile | 65 + frontend/README.md | 161 + frontend/cypress.config.ts | 17 + frontend/cypress/e2e/homepage.cy.ts | 5 + frontend/cypress/e2e/jobList.cy.ts | 65 + frontend/cypress/e2e/login.cy.ts | 43 + frontend/cypress/fixtures/example.json | 5 + frontend/cypress/support/commands.ts | 37 + frontend/cypress/support/e2e.ts | 20 + frontend/next-env.d.ts | 5 + frontend/next.config.js | 30 + frontend/package-lock.json | 12399 ++++++++++++++++ frontend/package.json | 41 + frontend/public/.gitkeep | 0 frontend/public/doc/test_cv.pdf | Bin 0 -> 1081769 bytes frontend/public/images/Bcg-auth.jpg | Bin 0 -> 784083 bytes frontend/public/images/Bcg-auth.png | Bin 0 -> 1707758 bytes frontend/public/images/Interdit.png | Bin 0 -> 373460 bytes frontend/public/images/jobs/job-1.png | Bin 0 -> 11913 bytes frontend/public/images/jobs/job-2.png | Bin 0 -> 4908 bytes frontend/public/images/jobs/job-3.png | Bin 0 -> 12642 bytes frontend/public/images/logo.png | Bin 0 -> 1823 bytes frontend/public/images/site-background-1.png | Bin 0 -> 35789 bytes frontend/public/images/site-background-2.png | Bin 0 -> 38088 bytes frontend/src/app/(auth)/forgot/layout.tsx | 9 + frontend/src/app/(auth)/forgot/page.tsx | 46 + .../src/app/(auth)/information/layout.tsx | 9 + frontend/src/app/(auth)/information/page.tsx | 30 + frontend/src/app/(auth)/layout.tsx | 75 + frontend/src/app/(auth)/login/layout.tsx | 9 + frontend/src/app/(auth)/login/page.tsx | 133 + .../app/(auth)/privacyDeclaration/layout.tsx | 9 + .../app/(auth)/privacyDeclaration/page.tsx | 45 + frontend/src/app/(auth)/privacyLinks.tsx | 50 + frontend/src/app/(auth)/signup/layout.tsx | 9 + frontend/src/app/(auth)/signup/page.tsx | 149 + .../(site)/association/candidates/layout.tsx | 12 + .../(site)/association/candidates/page.tsx | 23 + .../(site)/association/companies/layout.tsx | 12 + .../app/(site)/association/companies/page.tsx | 23 + .../src/app/(site)/association/layout.tsx | 26 + .../src/app/(site)/association/metadata.ts | 4 + frontend/src/app/(site)/association/page.tsx | 23 + .../app/(site)/association/profile/layout.tsx | 12 + .../app/(site)/association/profile/page.tsx | 25 + .../(site)/association/settings/layout.tsx | 12 + .../app/(site)/association/settings/page.tsx | 24 + .../app/(site)/candidate/companies/page.tsx | 24 + .../app/(site)/candidate/jobs/jobsList.tsx | 58 + .../src/app/(site)/candidate/jobs/page.tsx | 138 + .../src/app/(site)/candidate/jobs/useJobs.tsx | 6 + frontend/src/app/(site)/candidate/layout.tsx | 29 + frontend/src/app/(site)/candidate/metadata.ts | 4 + frontend/src/app/(site)/candidate/page.tsx | 27 + .../app/(site)/candidate/profile/layout.tsx | 12 + .../src/app/(site)/candidate/profile/page.tsx | 925 ++ .../(site)/candidate/profile/preview/page.tsx | 43 + .../app/(site)/candidate/settings/page.tsx | 24 + .../company/candidates/[candidateId]/page.tsx | 51 + .../company/candidates/candidateCard.tsx | 260 + .../company/candidates/candidateList.tsx | 36 + .../app/(site)/company/candidates/layout.tsx | 13 + .../app/(site)/company/candidates/page.tsx | 69 + .../app/(site)/company/candidates/types.ts | 47 + .../candidates/useMatchedCandidates.tsx | 5 + .../app/(site)/company/jobs/[jobId]/page.tsx | 44 + .../app/(site)/company/jobs/jobDetails.tsx | 0 .../src/app/(site)/company/jobs/jobList.tsx | 35 + .../app/(site)/company/jobs/jobPostCard.tsx | 316 + .../app/(site)/company/jobs/jobPreview.tsx | 271 + .../src/app/(site)/company/jobs/layout.tsx | 12 + frontend/src/app/(site)/company/jobs/page.tsx | 61 + frontend/src/app/(site)/company/jobs/types.ts | 24 + .../app/(site)/company/jobs/usePostedJobs.tsx | 5 + frontend/src/app/(site)/company/layout.tsx | 27 + frontend/src/app/(site)/company/metadata.ts | 4 + frontend/src/app/(site)/company/page.tsx | 24 + .../src/app/(site)/company/profile/layout.tsx | 12 + .../src/app/(site)/company/profile/page.tsx | 25 + frontend/src/app/(site)/company/searchBar.tsx | 57 + .../app/(site)/company/settings/layout.tsx | 12 + .../src/app/(site)/company/settings/page.tsx | 24 + frontend/src/app/(site)/layout.tsx | 46 + frontend/src/app/(site)/metadata.ts | 4 + frontend/src/app/favicon.ico | Bin 0 -> 25931 bytes frontend/src/app/layout.tsx | 24 + frontend/src/app/metadata.ts | 4 + frontend/src/app/page.tsx | 13 + frontend/src/assets/doc/test_cv.pdf | Bin 0 -> 1081769 bytes frontend/src/components/MediaCard.tsx | 43 + .../components/MuiAutocomplete_example.tsx | 90 + .../components/ThemeRegistry/EmotionCache.tsx | 99 + .../ThemeRegistry/ThemeRegistry.tsx | 22 + .../src/components/ThemeRegistry/theme.ts | 79 + .../components/providers/SignInProvider.tsx | 154 + .../components/providers/TanStackProvider.tsx | 17 + .../site/candidateContactForm/contactForm.tsx | 155 + .../components/site/candidateJobs/jobCard.tsx | 163 + .../candidateProfile/candidateHelpers.tsx | 108 + .../candidateProfile/candidateInterface.ts | 71 + .../site/candidateProfile/chips.tsx | 32 + .../site/candidateProfile/hiddenFields.tsx | 286 + .../site/candidateProfile/missingDetails.ts | 48 + .../site/candidateProfile/profileView.tsx | 536 + .../site/candidateProfile/viewCv.tsx | 72 + .../site/candidateProfile/visibleFields.tsx | 63 + frontend/src/components/site/colorPalet.ts | 6 + .../components/site/companyNotes/Notes.tsx | 102 + frontend/src/components/site/footer.tsx | 28 + .../src/components/site/getMatchingColor.ts | 21 + frontend/src/components/site/header.tsx | 62 + frontend/src/components/site/headerAvatar.tsx | 88 + frontend/src/components/site/subHeader.tsx | 112 + frontend/src/components/skills/skills.tsx | 20 + frontend/src/config.ts | 4 + frontend/src/index.js | 1 + frontend/src/lib/getAssociations.ts | 10 + frontend/src/lib/getCandidateDetails.ts | 18 + frontend/src/lib/getJobsForCandidate.ts | 18 + frontend/src/lib/getLanguages.ts | 11 + frontend/src/lib/getSkills.ts | 11 + frontend/src/lib/updateCandidateDetails.ts | 21 + frontend/src/lib/useCandidatesForJob.ts | 47 + frontend/src/lib/useLogin.ts | 87 + frontend/src/lib/usePostedJobsForCompany.ts | 26 + frontend/src/types.d.ts | 24 + frontend/tsconfig.json | 29 + 130 files changed, 19301 insertions(+) create mode 100644 frontend/.gitignore create mode 100644 frontend/.prettierignore create mode 100644 frontend/.prettierrc create mode 100644 frontend/Dockerfile create mode 100644 frontend/README.md create mode 100644 frontend/cypress.config.ts create mode 100644 frontend/cypress/e2e/homepage.cy.ts create mode 100644 frontend/cypress/e2e/jobList.cy.ts create mode 100644 frontend/cypress/e2e/login.cy.ts create mode 100644 frontend/cypress/fixtures/example.json create mode 100644 frontend/cypress/support/commands.ts create mode 100644 frontend/cypress/support/e2e.ts create mode 100644 frontend/next-env.d.ts create mode 100644 frontend/next.config.js create mode 100644 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frontend/src/lib/getAssociations.ts create mode 100644 frontend/src/lib/getCandidateDetails.ts create mode 100644 frontend/src/lib/getJobsForCandidate.ts create mode 100644 frontend/src/lib/getLanguages.ts create mode 100644 frontend/src/lib/getSkills.ts create mode 100644 frontend/src/lib/updateCandidateDetails.ts create mode 100644 frontend/src/lib/useCandidatesForJob.ts create mode 100644 frontend/src/lib/useLogin.ts create mode 100644 frontend/src/lib/usePostedJobsForCompany.ts create mode 100644 frontend/src/types.d.ts create mode 100644 frontend/tsconfig.json diff --git a/frontend/.gitignore b/frontend/.gitignore new file mode 100644 index 0000000..28c8a5a --- /dev/null +++ b/frontend/.gitignore @@ -0,0 +1,36 @@ +# See https://help.github.com/articles/ignoring-files/ for more about ignoring files. + +# dependencies +/node_modules +/.pnp +.pnp.js + +# testing +/coverage + +# next.js +/.next/ +/out/ + +# production +/build + +# misc +.DS_Store +*.pem + +# debug +npm-debug.log* +yarn-debug.log* +yarn-error.log* +.pnpm-debug.log* + +# local env files +.env*.local + +# vercel +.vercel + +# typescript +*.tsbuildinfo +# next-env.d.ts diff --git a/frontend/.prettierignore b/frontend/.prettierignore new file mode 100644 index 0000000..1b07c39 --- /dev/null +++ b/frontend/.prettierignore @@ -0,0 +1,3 @@ +# Ignore artifacts: +build +coverage \ No newline at end of file diff --git a/frontend/.prettierrc b/frontend/.prettierrc new file mode 100644 index 0000000..0967ef4 --- /dev/null +++ b/frontend/.prettierrc @@ -0,0 +1 @@ +{} diff --git a/frontend/Dockerfile b/frontend/Dockerfile new file mode 100644 index 0000000..6364b91 --- /dev/null +++ b/frontend/Dockerfile @@ -0,0 +1,65 @@ +FROM node:18-alpine AS base + +# Install dependencies only when needed +FROM base AS deps +# Check https://github.com/nodejs/docker-node/tree/b4117f9333da4138b03a546ec926ef50a31506c3#nodealpine to understand why libc6-compat might be needed. +RUN apk add --no-cache libc6-compat +WORKDIR /app + +# Install dependencies based on the preferred package manager +COPY package.json yarn.lock* package-lock.json* pnpm-lock.yaml* ./ +RUN \ + if [ -f yarn.lock ]; then yarn --frozen-lockfile; \ + elif [ -f package-lock.json ]; then npm ci; \ + elif [ -f pnpm-lock.yaml ]; then yarn global add pnpm && pnpm i --frozen-lockfile; \ + else echo "Lockfile not found." && exit 1; \ + fi + + +# Rebuild the source code only when needed +FROM base AS builder +WORKDIR /app +COPY --from=deps /app/node_modules ./node_modules +COPY . . + +# Next.js collects completely anonymous telemetry data about general usage. +# Learn more here: https://nextjs.org/telemetry +# Uncomment the following line in case you want to disable telemetry during the build. +# ENV NEXT_TELEMETRY_DISABLED 1 + +RUN yarn build + +# If using npm comment out above and use below instead +# RUN npm run build + +# Production image, copy all the files and run next +FROM base AS runner +WORKDIR /app + +ENV NODE_ENV production +# Uncomment the following line in case you want to disable telemetry during runtime. +# ENV NEXT_TELEMETRY_DISABLED 1 + +RUN addgroup --system --gid 1001 nodejs +RUN adduser --system --uid 1001 nextjs + +COPY --from=builder /app/public ./public + +# Set the correct permission for prerender cache +RUN mkdir .next +RUN chown nextjs:nodejs .next + +# Automatically leverage output traces to reduce image size +# https://nextjs.org/docs/advanced-features/output-file-tracing +COPY --from=builder --chown=nextjs:nodejs /app/.next/standalone ./ +COPY --from=builder --chown=nextjs:nodejs /app/.next/static ./.next/static + +USER nextjs + +EXPOSE 3000 + +ENV PORT 3000 +# set hostname to localhost +ENV HOSTNAME "0.0.0.0" + +CMD ["node", "server.js"] \ No newline at end of file diff --git a/frontend/README.md b/frontend/README.md new file mode 100644 index 0000000..88847ca --- /dev/null +++ b/frontend/README.md @@ -0,0 +1,161 @@ +# Shift_Enter Next.js Frontend + +# Next.js Frontend + +This is a [Next.js](https://nextjs.org/) project bootstrapped using [`create-next-app`](https://github.com/vercel/next.js/tree/canary/packages/create-next-app) with Material UI installed. + +To learn more:[Next.js documentation](https://nextjs.org/docs) - learn about Next.js features and API. +[Customizing Material UI](https://mui.com/material-ui/customization/how-to-customize/) - approaches to customizing Material UI. + +## How to Use + +Before you begin, make sure you have Node.js installed. You can download it from [Node.js server](https://nodejs.org/en) + +Install the necessary project dependencies. You can do this by running the following command: +```bash +npm install +``` + +Start the development server: + +```bash +npm run dev +``` + +Open [http://localhost:3000](http://localhost:3000) with your browser to see the result. + +## Testing +For testing we use Cypress test runner. + +To run tests in a web browser: +```bash + npx cypress open +``` +To run tests in the console for automated testing: +```bash +npx cypress run +``` +To add test visit: frontend/cypress + +For more information: [Cypress doc](https://docs.cypress.io/guides/core-concepts/introduction-to-cypress) + +Note: The app has not undergone comprehensive testing due to time constraints and our limited experience. However, we intend to follow Test-Driven Development (TDD) principles in future app development. + +## Deployment - technical information +The app has been successfully deployed and can be accessed at the following URL: [Shift+Enter](https://nextjsapp-iwghenktca-ew.a.run.app/) + +For deployment we used [Google cloud platform](https://console.cloud.google.com/welcome?project=enter-400508) + +To deploy the app, you need to have the Google Cloud Console installed. + +After installation, follow these steps to build and deploy the app: + +1. Navigate to the required directory. + +2. Build the app: +```bash +npm run gcbuild +``` + +3. Deploy the app: +```bash +npm run gcdeploy +``` + +## Implemented flows + +For testing purposes, you can use the following user accounts with different roles: + +**USER 1** + +- Email: `company@company.com` +- Password: `Company123.123` +- Role: `company user` + +**USER 2** + +- Email: `candidate@candidate.com` +- Password: `Candidate123.123` +- Role: `candidate` + +**USER 3** + +- Email: `association@association.com` +- Password: `Association123.123` +- Role: `association user` + +### Company User Flow +This is the primary flow implemented within our application, providing company users with a seamless experience to navigate and interact with various features. Below, we outline the steps involved in the Company User Flow. You can also view a video demonstration of this flow, created from our Figma mockups, at [link to video]. + +**Note:** All data in this flow is downloaded from the testing database where the testing datasets have been prepared. + +### Flow Steps + +### 1. User Log In +Company users log in to their accounts, providing authentication. + +### 2. List of Posted Jobs +Upon successful login, users are redirected to the list of jobs posted by the company. + +### 3. Preview One Job +From the list of posted jobs, users have the option to preview details of a specific job. + +### 4. List of Matched Candidates +Users can also access a list of candidates matched to the selected job. + +### 5. List of Balanced Matched Candidates +Or access a list of candidates generated by the balanced algorithm. +This feature is currently not implemented in the application, but it serves an educational purpose. This feature is designed to provide users with insights into the concept of balanced matching. +Balanced matching is a technique aimed at reducing bias in candidate selection. It ensures that the selection process is fair and equitable, promoting diversity and inclusivity in the workplace. + +### 6. Filter Candidates +Within the list of matched candidates, users have the ability to apply filters to refine the displayed candidates. + +### 7. List of All Candidates Matched +Users can access a comprehensive list of all candidates matched to all posted jobs by the company. + +### 8. Preview Candidate Profile +Within the list of candidates, users can preview the profile of a specific candidate. + +### 9. Un-blur Hidden Data +Users have the option to un-blur hidden data within the candidate profiles. + +### 10. Preview CV +Users can view the candidate's curriculum vitae (CV) directly from the profile. + +### 11. Add Comment +Users can add comments related to a candidate's profile or qualifications. + +### 12. Contact the Candidate +While the email functionality is not active, users have the option to initiate contact with a candidate. + +Please note that this documentation outlines the sequential steps and capabilities within the Company User Flow. +It allows company users to efficiently manage their posted jobs and interact with matched candidates in a user-friendly manner. + +### Candidate User Flow + +This flow outlines the user journey for candidates within our application. Candidates have specific actions and interactions designed to enhance their experience. +For a visual demonstration of this flow based on our Figma mockups, you can watch a video [here](link to video). + +### Flow Steps + +### 1. Candidate Log In +Candidates start by logging into the application, providing their authentication details. + +### 2. Profile Page +Upon successful login, candidates are directed to their profile page. Here, they have several options: + +- Edit Profile: +Candidates can edit and update their profile information to keep it current. + +- Preview Profile: +Candidates can view their own profile as it appears to others. + +### 3. Job Listings + Candidates can navigate to the "Jobs" section, where they can view job listings posted by various companies. Please note that this feature showcases dummy data for preview purposes and does not reflect real job listings from the database. + +### 4. Role-Based Redirection + In case a candidate attempts to access a part of the app that is not permitted for their role (e.g., company or association functionalities), the system will automatically redirect them to a warning page, notifying them of their unauthorized access. + +This flow ensures that candidates can manage their profiles, explore job opportunities, and adhere to role-based restrictions for a secure and efficient user experience. + diff --git a/frontend/cypress.config.ts b/frontend/cypress.config.ts new file mode 100644 index 0000000..65d87a4 --- /dev/null +++ b/frontend/cypress.config.ts @@ -0,0 +1,17 @@ +import { loadEnvConfig } from "@next/env"; +import { defineConfig } from "cypress"; + +const { combinedEnv } = loadEnvConfig(process.cwd()); +export default defineConfig({ + env: combinedEnv, + e2e: { + baseUrl: "http://localhost:3000", + retries: { + runMode: 3, + }, + viewportHeight: 1080, + viewportWidth: 1920, + video: false, + screenshotOnRunFailure: false, + }, +}); diff --git a/frontend/cypress/e2e/homepage.cy.ts b/frontend/cypress/e2e/homepage.cy.ts new file mode 100644 index 0000000..2c7e4fa --- /dev/null +++ b/frontend/cypress/e2e/homepage.cy.ts @@ -0,0 +1,5 @@ +describe("Homepage", () => { + it("loads", () => { + cy.visit("http://localhost:3000/"); + }); +}); diff --git a/frontend/cypress/e2e/jobList.cy.ts b/frontend/cypress/e2e/jobList.cy.ts new file mode 100644 index 0000000..d8bf046 --- /dev/null +++ b/frontend/cypress/e2e/jobList.cy.ts @@ -0,0 +1,65 @@ +describe("JobList Component", () => { + before(() => { + cy.intercept( + "POST", + "https://django-backend-shift-enter-u53fbnjraa-oe.a.run.app/api/login/", + { + access_token: + "eyJhbGciOiJIUzI1NiIsImtpZCI6ImdrdVlyMFVnYmF5MjVMRWQiLCJ0eXAiOiJKV1QifQ.eyJhdWQiOiJhdXRoZW50aWNhdGVkIiwiZXhwIjoxNjk4NTYxNTI0LCJpYXQiOjE2OTg0NzUxMjQsImlzcyI6Imh0dHBzOi8vaWN1eHprbG5teW9iZmpneHVkb2guc3VwYWJhc2UuY28vYXV0aC92MSIsInN1YiI6IjlmMmRiYzllLWRiZWQtNDkyYy04ODhlLTBkMTI3OTJmMTZhMyIsImVtYWlsIjoiY29tcGFueUBjb21wYW55LmNvbSIsInBob25lIjoiIiwiYXBwX21ldGFkYXRhIjp7InByb3ZpZGVyIjoiZW1haWwiLCJwcm92aWRlcnMiOlsiZW1haWwiXX0sInVzZXJfbWV0YWRhdGEiOnsiaWQiOjEsInByb3ZpZGVyIjoiZW1haWwiLCJwcm92aWRlcnMiOlsiZW1haWwiXSwidXNlcl90eXBlIjoiY29tcGFueV91c2VycyJ9LCJyb2xlIjoiY29tcGFueV91c2VyIiwiYWFsIjoiYWFsMSIsImFtciI6W3sibWV0aG9kIjoicGFzc3dvcmQiLCJ0aW1lc3RhbXAiOjE2OTg0NzUxMjR9XSwic2Vzc2lvbl9pZCI6ImY2M2YxMjE3LWViMzgtNGZjMi04ZTk1LTMzNTkxYTI2NDJlOCJ9.cnVsGqLwUk9ME7tUHt7l9oG5LwcFV_FTMoVw_8IX-dA", + token_type: "bearer", + expires_in: 86400, + expires_at: 1698561524, + role: "company_user", + last_sign_in_at: "2023-10-28T06:38:44.972090684Z", + id: 1, + refresh_token: "HvtEzH_onnvbFLkH5gsjng", + first_name: "Robert", + last_name: "Art", + preferred_name: "Roland", + }, + ).as("login"); + }); + it("should redirect me into login if I want approach the app without auth", () => { + cy.visit("http://localhost:3000/company/jobs"); + cy.url().should("include", "/login"); + }); + it("should redirect me into company's job list after log in as a company user", () => { + cy.intercept(""); + cy.visit("http://localhost:3000/login"); + cy.get("#email").type("company@company.com"); + cy.get("#password").type("Company123.123"); + cy.get("form").submit(); + cy.url().should("include", "/company/jobs"); + const jobPosts = [ + { + job_id: "12345", + hard_skills: ["JavaScript", "React", "Node.js"], + soft_skills: ["Communication", "Problem Solving"], + matches: "88.5", + job_title: "Frontend Developer", + location: "Geneva", + industry: "Technology", + raw_description: "This is a job description...", + job_description: "Frontend developer needed for our team.", + values: ["Innovation", "Teamwork"], + website: "https://www.example.com", + languages: ["English", "Spanish"], + open: true, + description_embedded: "Embedded description...", + last_day_to_apply: "2023-12-31", + closed_at: 1640947200, + created_at: 1640940000, + job_type: "Full-time", + work_model: "On-site", + matched_candidates: 5, + }, + ]; + cy.intercept( + "GET", + "https://django-backend-shift-enter-u53fbnjraa-oe.a.run.app/api/company_jobs/", + { + body: jobPosts, + }, + ).as("jobPosts"); + }); +}); diff --git a/frontend/cypress/e2e/login.cy.ts b/frontend/cypress/e2e/login.cy.ts new file mode 100644 index 0000000..69b6d02 --- /dev/null +++ b/frontend/cypress/e2e/login.cy.ts @@ -0,0 +1,43 @@ +describe("Login page", () => { + it("should have a form", () => { + cy.visit("http://localhost:3000/login"); + cy.get("form").should("exist"); + cy.get('input[id="email"]').should("exist"); + cy.get('input[id="password"]').should("exist"); + cy.get('button[type="submit"]').should("exist"); + }); + + it("should fill in login form and submit, redirect to the Candidate profile", () => { + cy.intercept( + "POST", + "https://django-backend-shift-enter-u53fbnjraa-oe.a.run.app/api/login/", + { + access_token: + "eyJhbGciOiJIUzI1NiIsImtpZCI6ImdrdVlyMFVnYmF5MjVMRWQiLCJ0eXAiOiJKV1QifQ.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.MFo9Wh_1fJ8FG2g8mFdpOjcCp8VNMKTnyv9B4PfNsu8", + token_type: "bearer", + expires_in: 3600, + expires_at: 1697994208, + role: "candidate", + last_sign_in_at: "2023-10-22T16:03:28.984504574Z", + id: 8, + refresh_token: "mL7G5qKB7tNQSf_SbLGhCQ", + }, + ).as("login"); + cy.intercept(""); + cy.visit("http://localhost:3000/login"); + cy.get("#email").type("candidate@candidate.com"); + cy.get("#password").type("Candidate123.123"); + cy.get("form").submit(); + cy.url().should("include", "/candidate/profile"); + }); + + it("should display an error message for invalid credentials", () => { + cy.visit("http://localhost:3000/login"); + cy.get("#email").type("invalid@example.com"); + cy.get("#password").type("invalidpassword"); + cy.get("form").submit(); + cy.get(".MuiAlert-message") + .should("be.visible") + .contains("Invalid login credentials"); + }); +}); diff --git a/frontend/cypress/fixtures/example.json b/frontend/cypress/fixtures/example.json new file mode 100644 index 0000000..02e4254 --- /dev/null +++ b/frontend/cypress/fixtures/example.json @@ -0,0 +1,5 @@ +{ + "name": "Using fixtures to represent data", + "email": "hello@cypress.io", + "body": "Fixtures are a great way to mock data for responses to routes" +} diff --git a/frontend/cypress/support/commands.ts b/frontend/cypress/support/commands.ts new file mode 100644 index 0000000..698b01a --- /dev/null +++ b/frontend/cypress/support/commands.ts @@ -0,0 +1,37 @@ +/// +// *********************************************** +// This example commands.ts shows you how to +// create various custom commands and overwrite +// existing commands. +// +// For more comprehensive examples of custom +// commands please read more here: +// https://on.cypress.io/custom-commands +// *********************************************** +// +// +// -- This is a parent command -- +// Cypress.Commands.add('login', (email, password) => { ... }) +// +// +// -- This is a child command -- +// Cypress.Commands.add('drag', { prevSubject: 'element'}, (subject, options) => { ... }) +// +// +// -- This is a dual command -- +// Cypress.Commands.add('dismiss', { prevSubject: 'optional'}, (subject, options) => { ... }) +// +// +// -- This will overwrite an existing command -- +// Cypress.Commands.overwrite('visit', (originalFn, url, options) => { ... }) +// +// declare global { +// namespace Cypress { +// interface Chainable { +// login(email: string, password: string): Chainable +// drag(subject: string, options?: Partial): Chainable +// dismiss(subject: string, options?: Partial): Chainable +// visit(originalFn: CommandOriginalFn, url: string, options: Partial): Chainable +// } +// } +// } \ No newline at end of file diff --git a/frontend/cypress/support/e2e.ts b/frontend/cypress/support/e2e.ts new file mode 100644 index 0000000..f80f74f --- /dev/null +++ b/frontend/cypress/support/e2e.ts @@ -0,0 +1,20 @@ +// *********************************************************** +// This example support/e2e.ts is processed and +// loaded automatically before your test files. +// +// This is a great place to put global configuration and +// behavior that modifies Cypress. +// +// You can change the location of this file or turn off +// automatically serving support files with the +// 'supportFile' configuration option. +// +// You can read more here: +// https://on.cypress.io/configuration +// *********************************************************** + +// Import commands.js using ES2015 syntax: +import './commands' + +// Alternatively you can use CommonJS syntax: +// require('./commands') \ No newline at end of file diff --git a/frontend/next-env.d.ts b/frontend/next-env.d.ts new file mode 100644 index 0000000..4f11a03 --- /dev/null +++ b/frontend/next-env.d.ts @@ -0,0 +1,5 @@ +/// +/// + +// NOTE: This file should not be edited +// see https://nextjs.org/docs/basic-features/typescript for more information. diff --git a/frontend/next.config.js b/frontend/next.config.js new file mode 100644 index 0000000..1e26630 --- /dev/null +++ b/frontend/next.config.js @@ -0,0 +1,30 @@ +/** @type {import('next').NextConfig} */ +const nextConfig = { + reactStrictMode: true, + swcMinify: true, + output: "standalone", + 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