diff --git a/awswrangler/session.py b/awswrangler/session.py
index 5553d1d58..709e73403 100644
--- a/awswrangler/session.py
+++ b/awswrangler/session.py
@@ -142,6 +142,8 @@ def _load_new_boto3_session(self) -> None:
         if self.aws_access_key_id and self.aws_secret_access_key:
             args["aws_access_key_id"] = self.aws_access_key_id
             args["aws_secret_access_key"] = self.aws_secret_access_key
+        if self.aws_session_token:
+            args['aws_session_token'] = self.aws_session_token
         self._boto3_session = boto3.Session(**args)
         self._profile_name = self._boto3_session.profile_name
         credentials = self._boto3_session.get_credentials()