diff --git a/dockerfiles/swh-scheduler-api/entrypoint.sh b/dockerfiles/swh-scheduler-api/entrypoint.sh
--- a/dockerfiles/swh-scheduler-api/entrypoint.sh
+++ b/dockerfiles/swh-scheduler-api/entrypoint.sh
@@ -40,5 +40,5 @@
                   --db-name ${POSTGRES_DB}
 
         echo Starting the swh-scheduler API server
-        exec python -m swh.scheduler.api.server /scheduler.yml
+        exec swh-scheduler api-server /scheduler.yml
 esac