diff --git a/build-system/scripts/build b/build-system/scripts/build
index fb04de869b8..b0a21e4944f 100755
--- a/build-system/scripts/build
+++ b/build-system/scripts/build
@@ -65,6 +65,8 @@ echo "Content hash: $CONTENT_HASH"
 
 cd $BUILD_DIR
 
+docker buildx create --name multi-platform-builder --bootstrap --use
+
 # If we have previously successful commit, we can early out if nothing relevant has changed since.
 if [[ $FORCE_BUILD == 'false' ]] && check_rebuild cache-"$CONTENT_HASH" $REPOSITORY; then
   echo "No rebuild necessary."