diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
index 2fd6fb9bec..7889d17e77 100644
--- a/.github/workflows/python-package.yml
+++ b/.github/workflows/python-package.yml
@@ -368,7 +368,6 @@ jobs:
         cache-dependency-path: |
           pyproject.toml
           requirements-dev.txt
-
     - name: Download built wheels
       uses: actions/download-artifact@v3
       with:
@@ -383,12 +382,13 @@ jobs:
         pip install --upgrade pip
         pip install -r requirements-dev.txt dist/${{ env.package-name }}-*x86_64*.whl --force-reinstall
         rm -rf daft
-    - name: Build images
-      run: |
-        docker buildx create --use --driver=docker-container
-        pushd ./tests/integration/iceberg/docker-compose/
-        docker buildx bake -f ./docker-compose.yml --set *.cache-to="type=gha,mode=min" --set *.cache-from="type=gha" --load
-        popd
+    - uses: docker/setup-buildx-action@v3
+    - uses: docker/build-push-action@v5
+      with:
+        context: ./tests/integration/iceberg/docker-compose/
+        file: ./tests/integration/iceberg/docker-compose/Dockerfile
+        cache-from: type=gha
+        cache-to: type=gha,mode=min
     - name: Spin up services
       run: |
         pushd ./tests/integration/iceberg/docker-compose/