diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index 3ecd52c7e..e71c8cf64 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -19,11 +19,11 @@ jobs:
       - conda-python-build
       - conda-python-tests
       - docs-build
-      - telemetry-setup
       - wheel-build-cpp
       - wheel-build-python
       - wheel-tests
       - devcontainer
+      - telemetry-setup
     secrets: inherit
     uses: rapidsai/shared-workflows/.github/workflows/pr-builder.yaml@branch-25.02
     if: always()
@@ -33,9 +33,11 @@ jobs:
     runs-on: ubuntu-latest
     continue-on-error: true
     env:
-        OTEL_SERVICE_NAME: "pr-rmm"
+      OTEL_SERVICE_NAME: "pr-rmm"
     steps:
       - name: Telemetry setup
+        # This gate is here and not at the job level because we need the job to not be skipped,
+        # since other jobs depend on it.
         if: ${{ vars.TELEMETRY_ENABLED == 'true' }}
         uses: rapidsai/shared-actions/telemetry-dispatch-stash-base-env-vars@main
   changed-files:
@@ -141,16 +143,11 @@ jobs:
         sccache -s;
 
   telemetry-summarize:
-    runs-on: ubuntu-latest
+    # This job must use a self-hosted runner to record telemetry traces.
+    runs-on: linux-amd64-cpu4
     needs: pr-builder
     if: ${{ vars.TELEMETRY_ENABLED == 'true' && !cancelled() }}
     continue-on-error: true
     steps:
-      - name: Load stashed telemetry env vars
-        uses: rapidsai/shared-actions/telemetry-dispatch-load-base-env-vars@main
-        with:
-            load_service_name: true
       - name: Telemetry summarize
-        uses: rapidsai/shared-actions/telemetry-dispatch-write-summary@main
-        with:
-          cert_concat: "${{ secrets.OTEL_EXPORTER_OTLP_CA_CERTIFICATE }};${{ secrets.OTEL_EXPORTER_OTLP_CLIENT_CERTIFICATE }};${{ secrets.OTEL_EXPORTER_OTLP_CLIENT_KEY }}"
+        uses: rapidsai/shared-actions/telemetry-dispatch-summarize@main