diff --git a/python/pyspark/pandas/numpy_compat.py b/python/pyspark/pandas/numpy_compat.py
index f2b6760457243..09194cbee5e05 100644
--- a/python/pyspark/pandas/numpy_compat.py
+++ b/python/pyspark/pandas/numpy_compat.py
@@ -49,7 +49,7 @@
     "floor": F.floor,
     "frexp": lambda _: NotImplemented,  # 'frexp' output lengths become different
     # and it cannot be supported via pandas UDF.
-    "invert": pandas_udf(lambda s: np.invert(s), DoubleType()),  # type: ignore[call-overload]
+    "invert": F.bitwise_not,
     "isfinite": lambda c: c != float("inf"),
     "isinf": lambda c: c == float("inf"),
     "isnan": F.isnan,
diff --git a/python/pyspark/pandas/tests/test_numpy_compat.py b/python/pyspark/pandas/tests/test_numpy_compat.py
index ed5e53a8bd68f..a3234ed4169da 100644
--- a/python/pyspark/pandas/tests/test_numpy_compat.py
+++ b/python/pyspark/pandas/tests/test_numpy_compat.py
@@ -98,6 +98,7 @@ def test_np_math_functions(self):
             (np.exp2, [-np.inf, -64.0, -2.0, 0.0, 2.0, 64.0, np.inf, np.nan]),
             (np.fabs, [np.iinfo(np.int64).min, -2, 0, 2]),
             (np.fabs, [-np.inf, -64.0, -2.0, 0.0, 2.0, 64.0, np.inf, np.nan]),
+            (np.invert, [np.iinfo(np.int64).min, -2, -1, 0, 1, 2, np.iinfo(np.int64).max]),
             (np.negative, [-np.inf, -64.0, -2.0, 0.0, 2.0, 64.0, np.inf, np.nan]),
             (np.positive, [-np.inf, -64.0, -2.0, 0.0, 2.0, 64.0, np.inf, np.nan]),
             (np.rad2deg, [-np.inf, -64.0, -np.pi, 0.0, np.pi, 64.0, np.inf, np.nan]),