diff --git a/google/cloud/aiplatform/pipeline_jobs.py b/google/cloud/aiplatform/pipeline_jobs.py
index 31adf372f3..850b12ffaf 100644
--- a/google/cloud/aiplatform/pipeline_jobs.py
+++ b/google/cloud/aiplatform/pipeline_jobs.py
@@ -348,6 +348,7 @@ def submit(
             service_account=self._gca_resource.service_account,
             project=self.project,
             location=self.location,
+            credentials=self.credentials,
         )
 
         # Prevents logs from being supressed on TFX pipelines