diff --git a/sklearn/compose/tests/test_column_transformer.py b/sklearn/compose/tests/test_column_transformer.py
index aed22db07af36..f40a85d8a1fdd 100644
--- a/sklearn/compose/tests/test_column_transformer.py
+++ b/sklearn/compose/tests/test_column_transformer.py
@@ -2645,12 +2645,12 @@ def test_column_transformer_error_with_duplicated_columns(dataframe_lib):
     parse_version(joblib.__version__) < parse_version("1.3"),
     reason="requires joblib >= 1.3",
 )
-def test_column_transformer_auto_memmap():
+def test_column_transformer_auto_memmap(global_random_seed):
     """Check that ColumnTransformer works in parallel with joblib's auto-memmapping.
 
     non-regression test for issue #28781
     """
-    X = np.random.RandomState(0).uniform(size=(3, 4))
+    X = np.random.RandomState(global_random_seed).uniform(size=(3, 4))
 
     scaler = StandardScaler(copy=False)