diff --git a/.github/workflows/test-generate-score-post.yml b/.github/workflows/test-generate-score-post.yml
new file mode 100644
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+++ b/.github/workflows/test-generate-score-post.yml
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+# This job just runs the generate score post job with the latest data in AWS,
+# since this step doesn't take very long.
+name: Test Generate Score Post
+on:
+  push:
+    branches: [ main ]
+  pull_request:
+    # The branches below must be a subset of the branches above
+    branches: [ main ]
+  schedule:
+    - cron: '42 4 * * 1'
+
+jobs:
+  deploy_data:
+    runs-on: ubuntu-latest
+    defaults:
+      run:
+        working-directory: data/data-pipeline
+    strategy:
+      matrix:
+        python-version: [3.9]
+    steps:
+      - name: Checkout source
+        uses: actions/checkout@v2
+      - name: Print variables to help debug
+        uses: hmarr/debug-action@v2
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Setup Poetry
+        uses: Gr1N/setup-poetry@v7
+      - name: Print poetry version
+        run: poetry --version
+      - name: Install dependencies
+        run: poetry install
+      - name: Configure AWS Credentials
+        uses: aws-actions/configure-aws-credentials@v1
+        with:
+          aws-access-key-id: ${{ secrets.DATA_DEV_AWS_ACCESS_KEY_ID }}
+          aws-secret-access-key: ${{ secrets.DATA_DEV_AWS_SECRET_ACCESS_KEY }}
+          aws-region: us-east-1
+      - name: Generate Score Post
+        run: |
+          poetry run python3 data_pipeline/application.py generate-score-post -s aws