diff --git a/packages/eui/changelogs/upcoming/8248.md b/packages/eui/changelogs/upcoming/8248.md
new file mode 100644
index 00000000000..ef1a0b8cb8c
--- /dev/null
+++ b/packages/eui/changelogs/upcoming/8248.md
@@ -0,0 +1,2 @@
+- Added two new icons: `createGenericJob` and `createGeoJob`
+
diff --git a/packages/eui/src-docs/src/views/icon/ml.js b/packages/eui/src-docs/src/views/icon/ml.js
index a00ef75fd51..cf35431637d 100644
--- a/packages/eui/src-docs/src/views/icon/ml.js
+++ b/packages/eui/src-docs/src/views/icon/ml.js
@@ -19,6 +19,8 @@ const iconTypes = [
   'createPopulationJob',
   'regressionJob',
   'createSingleMetricJob',
+  'createGenericJob',
+  'createGeoJob',
 ];
 
 export default () => (
diff --git a/packages/eui/src/components/icon/__snapshots__/icon.test.tsx.snap b/packages/eui/src/components/icon/__snapshots__/icon.test.tsx.snap
index 5f04d92014a..f02e59d1616 100644
--- a/packages/eui/src/components/icon/__snapshots__/icon.test.tsx.snap
+++ b/packages/eui/src/components/icon/__snapshots__/icon.test.tsx.snap
@@ -1922,6 +1922,52 @@ exports[`EuiIcon props type createAdvancedJob is rendered 1`] = `
 </svg>
 `;
 
+exports[`EuiIcon props type createGenericJob is rendered 1`] = `
+<svg
+  aria-hidden="true"
+  class="euiIcon emotion-euiIcon-m-app-isLoaded"
+  data-icon-type="createGenericJob"
+  data-is-loaded="true"
+  height="32"
+  role="img"
+  viewBox="0 0 32 32"
+  width="32"
+  xmlns="http://www.w3.org/2000/svg"
+>
+  <path
+    d="M16 32C7.163 32 0 24.837 0 16S7.163 0 16 0s16 7.163 16 16h-2c0-7.732-6.268-14-14-14S2 8.268 2 16s6.268 14 14 14v2Z"
+  />
+  <path
+    class="euiIcon__fillSecondary"
+    d="M17 15h6v2h-6v6h-2v-6H9v-2h6V9h2v6Zm15 15v2H20v-2h12Zm0-8H20v2h12v-2Zm0 4v2H20v-2h12Z"
+  />
+</svg>
+`;
+
+exports[`EuiIcon props type createGeoJob is rendered 1`] = `
+<svg
+  aria-hidden="true"
+  class="euiIcon emotion-euiIcon-m-app-isLoaded"
+  data-icon-type="createGeoJob"
+  data-is-loaded="true"
+  height="32"
+  role="img"
+  viewBox="0 0 32 32"
+  width="32"
+  xmlns="http://www.w3.org/2000/svg"
+>
+  <path
+    d="M16 32C7.163 32 0 24.837 0 16S7.163 0 16 0s16 7.163 16 16h-2c0-7.732-6.268-14-14-14S2 8.268 2 16s6.268 14 14 14v2Z"
+  />
+  <path
+    class="euiIcon__fillSecondary"
+    clip-rule="evenodd"
+    d="M23 15h-6V9h-2v6H9v2h6v6h2v-6h6v-2Zm-1 9.196C22 27.329 25.427 32 27 32s5-4.67 5-7.804V24a5 5 0 1 0-10 .096v.1ZM27 26a2 2 0 1 0 0-4 2 2 0 0 0 0 4Z"
+    fill-rule="evenodd"
+  />
+</svg>
+`;
+
 exports[`EuiIcon props type createMultiMetricJob is rendered 1`] = `
 <svg
   aria-hidden="true"
diff --git a/packages/eui/src/components/icon/assets/ml_create_generic_job.tsx b/packages/eui/src/components/icon/assets/ml_create_generic_job.tsx
new file mode 100644
index 00000000000..b6513f92e95
--- /dev/null
+++ b/packages/eui/src/components/icon/assets/ml_create_generic_job.tsx
@@ -0,0 +1,38 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0 and the Server Side Public License, v 1; you may not use this file except
+ * in compliance with, at your election, the Elastic License 2.0 or the Server
+ * Side Public License, v 1.
+ */
+
+// THIS IS A GENERATED FILE. DO NOT MODIFY MANUALLY. @see scripts/compile-icons.js
+
+import * as React from 'react';
+import type { SVGProps } from 'react';
+interface SVGRProps {
+  title?: string;
+  titleId?: string;
+}
+const EuiIconMlCreateGenericJob = ({
+  title,
+  titleId,
+  ...props
+}: SVGProps<SVGSVGElement> & SVGRProps) => (
+  <svg
+    xmlns="http://www.w3.org/2000/svg"
+    width={32}
+    height={32}
+    viewBox="0 0 32 32"
+    aria-labelledby={titleId}
+    {...props}
+  >
+    {title ? <title id={titleId}>{title}</title> : null}
+    <path d="M16 32C7.163 32 0 24.837 0 16S7.163 0 16 0s16 7.163 16 16h-2c0-7.732-6.268-14-14-14S2 8.268 2 16s6.268 14 14 14v2Z" />
+    <path
+      d="M17 15h6v2h-6v6h-2v-6H9v-2h6V9h2v6Zm15 15v2H20v-2h12Zm0-8H20v2h12v-2Zm0 4v2H20v-2h12Z"
+      className="euiIcon__fillSecondary"
+    />
+  </svg>
+);
+export const icon = EuiIconMlCreateGenericJob;
diff --git a/packages/eui/src/components/icon/assets/ml_create_geo_job.tsx b/packages/eui/src/components/icon/assets/ml_create_geo_job.tsx
new file mode 100644
index 00000000000..0ff896c1655
--- /dev/null
+++ b/packages/eui/src/components/icon/assets/ml_create_geo_job.tsx
@@ -0,0 +1,40 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0 and the Server Side Public License, v 1; you may not use this file except
+ * in compliance with, at your election, the Elastic License 2.0 or the Server
+ * Side Public License, v 1.
+ */
+
+// THIS IS A GENERATED FILE. DO NOT MODIFY MANUALLY. @see scripts/compile-icons.js
+
+import * as React from 'react';
+import type { SVGProps } from 'react';
+interface SVGRProps {
+  title?: string;
+  titleId?: string;
+}
+const EuiIconMlCreateGeoJob = ({
+  title,
+  titleId,
+  ...props
+}: SVGProps<SVGSVGElement> & SVGRProps) => (
+  <svg
+    xmlns="http://www.w3.org/2000/svg"
+    width={32}
+    height={32}
+    viewBox="0 0 32 32"
+    aria-labelledby={titleId}
+    {...props}
+  >
+    {title ? <title id={titleId}>{title}</title> : null}
+    <path d="M16 32C7.163 32 0 24.837 0 16S7.163 0 16 0s16 7.163 16 16h-2c0-7.732-6.268-14-14-14S2 8.268 2 16s6.268 14 14 14v2Z" />
+    <path
+      clipRule="evenodd"
+      fillRule="evenodd"
+      d="M23 15h-6V9h-2v6H9v2h6v6h2v-6h6v-2Zm-1 9.196C22 27.329 25.427 32 27 32s5-4.67 5-7.804V24a5 5 0 1 0-10 .096v.1ZM27 26a2 2 0 1 0 0-4 2 2 0 0 0 0 4Z"
+      className="euiIcon__fillSecondary"
+    />
+  </svg>
+);
+export const icon = EuiIconMlCreateGeoJob;
diff --git a/packages/eui/src/components/icon/icon_map.ts b/packages/eui/src/components/icon/icon_map.ts
index d5b3e27ffff..d93aabd9d95 100644
--- a/packages/eui/src/components/icon/icon_map.ts
+++ b/packages/eui/src/components/icon/icon_map.ts
@@ -76,6 +76,8 @@ export const typeToPathMap = {
   copy: 'copy',
   copyClipboard: 'copy_clipboard',
   createAdvancedJob: 'ml_create_advanced_job',
+  createGenericJob: 'ml_create_generic_job',
+  createGeoJob: 'ml_create_geo_job',
   createMultiMetricJob: 'ml_create_multi_metric_job',
   createPopulationJob: 'ml_create_population_job',
   createSingleMetricJob: 'ml_create_single_metric_job',
diff --git a/packages/eui/src/components/icon/svgs/ml_create_generic_job.svg b/packages/eui/src/components/icon/svgs/ml_create_generic_job.svg
new file mode 100644
index 00000000000..e879e26a618
--- /dev/null
+++ b/packages/eui/src/components/icon/svgs/ml_create_generic_job.svg
@@ -0,0 +1,9 @@
+<svg width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg">
+    <path
+      d="M16 32C7.16344 32 0 24.8366 0 16C0 7.16344 7.16344 0 16 0C24.8366 0 32 7.16344 32 16H30C30 8.26801 23.732 2 16 2C8.26801 2 2 8.26801 2 16C2 23.732 8.26801 30 16 30V32Z"
+    />
+    <path
+      d="M17 15H23V17H17V23H15V17H9V15H15V9H17V15ZM32 30V32H20V30H32ZM32 22L20 22V24L32 24V22ZM32 26V28H20V26H32Z"
+      class="euiIcon__fillSecondary"
+    />
+  </svg>
\ No newline at end of file
diff --git a/packages/eui/src/components/icon/svgs/ml_create_geo_job.svg b/packages/eui/src/components/icon/svgs/ml_create_geo_job.svg
new file mode 100644
index 00000000000..96b8bd3fce5
--- /dev/null
+++ b/packages/eui/src/components/icon/svgs/ml_create_geo_job.svg
@@ -0,0 +1,12 @@
+<svg width="32" height="32" viewBox="0 0 32 32" xmlns="http://www.w3.org/2000/svg">
+      <path
+        d="M16 32C7.16344 32 0 24.8366 0 16C0 7.16344 7.16344 0 16 0C24.8366 0 32 7.16344 32 16H30C30 8.26801 23.732 2 16 2C8.26801 2 2 8.26801 2 16C2 23.732 8.26801 30 16 30V32Z"
+
+      />
+      <path
+        fillRule="evenodd"
+        clipRule="evenodd"
+        d="M23 15H17V9H15V15H9V17H15V23H17V17H23V15ZM22 24.1957C22 27.3292 25.4265 32 27 32C28.5735 32 32 27.3292 32 24.1957C32 24.1624 31.9997 24.1292 31.9991 24.096C31.9997 24.0641 32 24.0321 32 24C32 21.2386 29.7614 19 27 19C24.2386 19 22 21.2386 22 24C22 24.0321 22.0003 24.0641 22.0009 24.096C22.0003 24.1292 22 24.1624 22 24.1957ZM27 26C28.1046 26 29 25.1046 29 24C29 22.8954 28.1046 22 27 22C25.8954 22 25 22.8954 25 24C25 25.1046 25.8954 26 27 26Z"
+        class="euiIcon__fillSecondary"
+      />
+  </svg>
\ No newline at end of file
diff --git a/packages/website/docs/components/display/icons/icon_types_ml.ts b/packages/website/docs/components/display/icons/icon_types_ml.ts
index b37e4fafc9a..9e6620f9537 100644
--- a/packages/website/docs/components/display/icons/icon_types_ml.ts
+++ b/packages/website/docs/components/display/icons/icon_types_ml.ts
@@ -9,4 +9,6 @@ export const iconTypesML: Array<IconType> = [
   'createPopulationJob',
   'regressionJob',
   'createSingleMetricJob',
+  'createGenericJob',
+  'createGeoJob',
 ];