diff --git a/python/pyarrow/tests/test_parquet.py b/python/pyarrow/tests/test_parquet.py
index d007f7f0e015e..cc85421721e6c 100644
--- a/python/pyarrow/tests/test_parquet.py
+++ b/python/pyarrow/tests/test_parquet.py
@@ -2816,12 +2816,14 @@ def is_pickleable(obj):
             assert is_pickleable(metadata.row_group(i))
 
 
+@pytest.mark.pandas
 def test_builtin_pickle_dataset(tempdir, datadir):
     import pickle
     dataset = _make_dataset_for_pickling(tempdir)
     _assert_dataset_is_picklable(dataset, pickler=pickle)
 
 
+@pytest.mark.pandas
 def test_cloudpickle_dataset(tempdir, datadir):
     cp = pytest.importorskip('cloudpickle')
     dataset = _make_dataset_for_pickling(tempdir)