diff --git a/services/swh-listers-worker/entrypoint.sh b/services/swh-listers-worker/entrypoint.sh
--- a/services/swh-listers-worker/entrypoint.sh
+++ b/services/swh-listers-worker/entrypoint.sh
@@ -26,8 +26,8 @@
         echo Initialize database
         swh lister -C ${SWH_CONFIG_FILENAME} db-init
 
-        echo Register lister task types in scheduler database
-        swh lister -C ${SWH_CONFIG_FILENAME} register-task-types
+        echo Register task types in scheduler database
+        swh scheduler -C ${SWH_CONFIG_FILENAME} task-type register
 
         echo Waiting for RabbitMQ to start
         wait-for-it amqp:5672 -s --timeout=0
diff --git a/services/swh-loaders-worker/entrypoint.sh b/services/swh-loaders-worker/entrypoint.sh
--- a/services/swh-loaders-worker/entrypoint.sh
+++ b/services/swh-loaders-worker/entrypoint.sh
@@ -13,6 +13,9 @@
         echo Waiting for RabbitMQ to start
         wait-for-it amqp:5672 -s --timeout=0
 
+        echo Register task types in scheduler database
+        swh scheduler -C ${SWH_CONFIG_FILENAME} task-type register
+
         echo Starting the swh-loader Celery worker for ${SWH_WORKER_INSTANCE}
         exec python -m celery worker \
                     --app=swh.scheduler.celery_backend.config.app \