diff --git a/.github/workflows/package.yaml b/.github/workflows/package.yaml
index cb989c5d..27e477fc 100644
--- a/.github/workflows/package.yaml
+++ b/.github/workflows/package.yaml
@@ -43,8 +43,15 @@ jobs:
           python setup.py bdist_wheel
           cp dist/*.whl docker/root
 
+      - name: Docker Setup Buildx
+        uses: docker/setup-buildx-action@v2.0.0
+        with:
+          use: true
+          driver-opts: |
+            platforms=amd64,arm64
+
       - name: Build Docker Image
-        run: docker build --tag $IMAGE_NAME --label "runnumber=${GITHUB_RUN_ID}" docker/
+        run: docker buildx --tag $IMAGE_NAME --label "runnumber=${GITHUB_RUN_ID}" docker/
 
       - name: login to GitHub Container Registry
         uses: docker/login-action@v1