diff --git a/.github/workflows/test_and_deploy.yml b/.github/workflows/test_and_deploy.yml
index 094b988..4262d6c 100644
--- a/.github/workflows/test_and_deploy.yml
+++ b/.github/workflows/test_and_deploy.yml
@@ -113,11 +113,6 @@ jobs:
     if: github.event_name == 'push' && github.ref_type == 'tag'
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/download-artifact@v3
+    - uses: neuroinformatics-unit/actions/upload_pypi@v2
       with:
-        name: artifact
-        path: dist
-    - uses: pypa/gh-action-pypi-publish@v1.5.0
-      with:
-        user: __token__
-        password: ${{ secrets.TWINE_API_KEY }}
+        secret-pypi-key: ${{ secrets.TWINE_API_KEY }}