diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 0a4f3ec..a4d4390 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -16,8 +16,7 @@ docker-build:
         tag=":$CI_COMMIT_REF_SLUG"
         echo "Running on branch '$CI_COMMIT_BRANCH': tag = $tag"
       fi
-    - docker build --pull -t "$CI_REGISTRY_IMAGE${tag}" .
-    - docker push "$CI_REGISTRY_IMAGE${tag}"
+    - docker buildx build -t "$CI_REGISTRY_IMAGE${tag}" --platform=linux/arm,linux/arm64,linux/amd64 . --push
   # Run this job in a branch where a Dockerfile exists
   rules:
     - if: $CI_COMMIT_BRANCH