diff --git a/google/cloud/datalabeling_v1beta1/services/data_labeling_service/transports/base.py b/google/cloud/datalabeling_v1beta1/services/data_labeling_service/transports/base.py
index 47c8a83..fe8a959 100644
--- a/google/cloud/datalabeling_v1beta1/services/data_labeling_service/transports/base.py
+++ b/google/cloud/datalabeling_v1beta1/services/data_labeling_service/transports/base.py
@@ -111,7 +111,7 @@ def __init__(
         scopes_kwargs = self._get_scopes_kwargs(self._host, scopes)
 
         # Save the scopes.
-        self._scopes = scopes or self.AUTH_SCOPES
+        self._scopes = scopes
 
         # If no credentials are provided, then determine the appropriate
         # defaults.
diff --git a/google/cloud/datalabeling_v1beta1/services/data_labeling_service/transports/grpc.py b/google/cloud/datalabeling_v1beta1/services/data_labeling_service/transports/grpc.py
index 2d464af..fa87782 100644
--- a/google/cloud/datalabeling_v1beta1/services/data_labeling_service/transports/grpc.py
+++ b/google/cloud/datalabeling_v1beta1/services/data_labeling_service/transports/grpc.py
@@ -70,6 +70,7 @@ def __init__(
         client_cert_source_for_mtls: Callable[[], Tuple[bytes, bytes]] = None,
         quota_project_id: Optional[str] = None,
         client_info: gapic_v1.client_info.ClientInfo = DEFAULT_CLIENT_INFO,
+        always_use_jwt_access: Optional[bool] = False,
     ) -> None:
         """Instantiate the transport.
 
@@ -110,6 +111,8 @@ def __init__(
                 API requests. If ``None``, then default info will be used.
                 Generally, you only need to set this if you're developing
                 your own client library.
+            always_use_jwt_access (Optional[bool]): Whether self signed JWT should
+                be used for service account credentials.
 
         Raises:
           google.auth.exceptions.MutualTLSChannelError: If mutual TLS transport
@@ -163,7 +166,7 @@ def __init__(
             scopes=scopes,
             quota_project_id=quota_project_id,
             client_info=client_info,
-            always_use_jwt_access=True,
+            always_use_jwt_access=always_use_jwt_access,
         )
 
         if not self._grpc_channel:
diff --git a/google/cloud/datalabeling_v1beta1/services/data_labeling_service/transports/grpc_asyncio.py b/google/cloud/datalabeling_v1beta1/services/data_labeling_service/transports/grpc_asyncio.py
index e9eeae3..dc216f3 100644
--- a/google/cloud/datalabeling_v1beta1/services/data_labeling_service/transports/grpc_asyncio.py
+++ b/google/cloud/datalabeling_v1beta1/services/data_labeling_service/transports/grpc_asyncio.py
@@ -116,6 +116,7 @@ def __init__(
         client_cert_source_for_mtls: Callable[[], Tuple[bytes, bytes]] = None,
         quota_project_id=None,
         client_info: gapic_v1.client_info.ClientInfo = DEFAULT_CLIENT_INFO,
+        always_use_jwt_access: Optional[bool] = False,
     ) -> None:
         """Instantiate the transport.
 
@@ -157,6 +158,8 @@ def __init__(
                 API requests. If ``None``, then default info will be used.
                 Generally, you only need to set this if you're developing
                 your own client library.
+            always_use_jwt_access (Optional[bool]): Whether self signed JWT should
+                be used for service account credentials.
 
         Raises:
             google.auth.exceptions.MutualTlsChannelError: If mutual TLS transport
@@ -209,7 +212,7 @@ def __init__(
             scopes=scopes,
             quota_project_id=quota_project_id,
             client_info=client_info,
-            always_use_jwt_access=True,
+            always_use_jwt_access=always_use_jwt_access,
         )
 
         if not self._grpc_channel:
diff --git a/tests/unit/gapic/datalabeling_v1beta1/test_data_labeling_service.py b/tests/unit/gapic/datalabeling_v1beta1/test_data_labeling_service.py
index a41d5cf..410c8b0 100644
--- a/tests/unit/gapic/datalabeling_v1beta1/test_data_labeling_service.py
+++ b/tests/unit/gapic/datalabeling_v1beta1/test_data_labeling_service.py
@@ -156,7 +156,25 @@ def test_data_labeling_service_client_service_account_always_use_jwt(client_clas
     ) as use_jwt:
         creds = service_account.Credentials(None, None, None)
         client = client_class(credentials=creds)
-        use_jwt.assert_called_with(True)
+        use_jwt.assert_not_called()
+
+
+@pytest.mark.parametrize(
+    "transport_class,transport_name",
+    [
+        (transports.DataLabelingServiceGrpcTransport, "grpc"),
+        (transports.DataLabelingServiceGrpcAsyncIOTransport, "grpc_asyncio"),
+    ],
+)
+def test_data_labeling_service_client_service_account_always_use_jwt_true(
+    transport_class, transport_name
+):
+    with mock.patch.object(
+        service_account.Credentials, "with_always_use_jwt_access", create=True
+    ) as use_jwt:
+        creds = service_account.Credentials(None, None, None)
+        transport = transport_class(credentials=creds, always_use_jwt_access=True)
+        use_jwt.assert_called_once_with(True)
 
 
 @pytest.mark.parametrize(
@@ -10130,7 +10148,7 @@ def test_data_labeling_service_grpc_transport_client_cert_source_for_mtls(
             "squid.clam.whelk:443",
             credentials=cred,
             credentials_file=None,
-            scopes=("https://www.googleapis.com/auth/cloud-platform",),
+            scopes=None,
             ssl_credentials=mock_ssl_channel_creds,
             quota_project_id=None,
             options=[
@@ -10239,7 +10257,7 @@ def test_data_labeling_service_transport_channel_mtls_with_client_cert_source(
                 "mtls.squid.clam.whelk:443",
                 credentials=cred,
                 credentials_file=None,
-                scopes=("https://www.googleapis.com/auth/cloud-platform",),
+                scopes=None,
                 ssl_credentials=mock_ssl_cred,
                 quota_project_id=None,
                 options=[
@@ -10286,7 +10304,7 @@ def test_data_labeling_service_transport_channel_mtls_with_adc(transport_class):
                 "mtls.squid.clam.whelk:443",
                 credentials=mock_cred,
                 credentials_file=None,
-                scopes=("https://www.googleapis.com/auth/cloud-platform",),
+                scopes=None,
                 ssl_credentials=mock_ssl_cred,
                 quota_project_id=None,
                 options=[