diff --git a/sdks/python/apache_beam/internal/cloudpickle_pickler.py b/sdks/python/apache_beam/internal/cloudpickle_pickler.py
index eebba178e7c3..41d79a80ab16 100644
--- a/sdks/python/apache_beam/internal/cloudpickle_pickler.py
+++ b/sdks/python/apache_beam/internal/cloudpickle_pickler.py
@@ -37,13 +37,14 @@
 
 from apache_beam.internal import code_object_pickler
 from apache_beam.internal.cloudpickle import cloudpickle
+from apache_beam.internal.code_object_pickler import get_normalized_path
 
 DEFAULT_CONFIG = cloudpickle.CloudPickleConfig(
-    skip_reset_dynamic_type_state=True)
-NO_DYNAMIC_CLASS_TRACKING_CONFIG = cloudpickle.CloudPickleConfig(
-    id_generator=None, skip_reset_dynamic_type_state=True)
+    skip_reset_dynamic_type_state=True,
+    filepath_interceptor=get_normalized_path)
 STABLE_CODE_IDENTIFIER_CONFIG = cloudpickle.CloudPickleConfig(
     skip_reset_dynamic_type_state=True,
+    filepath_interceptor=get_normalized_path,
     get_code_object_params=cloudpickle.GetCodeObjectParams(
         get_code_object_identifier=code_object_pickler.
         get_code_object_identifier,
diff --git a/sdks/python/apache_beam/internal/cloudpickle_pickler_test.py b/sdks/python/apache_beam/internal/cloudpickle_pickler_test.py
index b63ebd6c7109..4a51c56c24be 100644
--- a/sdks/python/apache_beam/internal/cloudpickle_pickler_test.py
+++ b/sdks/python/apache_beam/internal/cloudpickle_pickler_test.py
@@ -19,11 +19,15 @@
 
 # pytype: skip-file
 
+import os
 import threading
 import types
 import unittest
+from unittest import mock
 
 from apache_beam.coders import proto2_coder_test_messages_pb2
+from apache_beam.internal import cloudpickle_pickler as beam_cloudpickle
+from apache_beam.internal import code_object_pickler
 from apache_beam.internal import module_test
 from apache_beam.internal.cloudpickle_pickler import dumps
 from apache_beam.internal.cloudpickle_pickler import loads
@@ -220,6 +224,26 @@ def test_best_effort_determinism_not_implemented(self):
           'Ignoring unsupported option: enable_best_effort_determinism',
           '\n'.join(l.output))
 
+  @mock.patch.object(
+      beam_cloudpickle.DEFAULT_CONFIG, 'filepath_interceptor', autospec=True)
+  def test_default_config_interceptor(self, mock_filepath_interceptor):
+    """Tests config.filepath_interceptor is called for CodeType pickling."""
+    mock_filepath_interceptor.side_effect = (
+        code_object_pickler.get_normalized_path)
+
+    def sample_func():
+      return "Beam"
+
+    code_obj = sample_func.__code__
+    original_filename = os.path.abspath(code_obj.co_filename)
+    pickled_code = beam_cloudpickle.dumps(code_obj)
+    unpickled_code = beam_cloudpickle.loads(pickled_code)
+
+    mock_filepath_interceptor.assert_called()
+
+    unpickled_filename = os.path.abspath(unpickled_code.co_filename)
+    self.assertEqual(unpickled_filename, original_filename)
+
 
 if __name__ == '__main__':
   unittest.main()