diff --git a/python/pyspark/pandas/numpy_compat.py b/python/pyspark/pandas/numpy_compat.py
index febba91883bd5..7e27633fb4706 100644
--- a/python/pyspark/pandas/numpy_compat.py
+++ b/python/pyspark/pandas/numpy_compat.py
@@ -68,7 +68,7 @@
     "reciprocal": pandas_udf(  # type: ignore[call-overload]
         lambda s: np.reciprocal(s), DoubleType()
     ),
-    "rint": pandas_udf(lambda s: np.rint(s), DoubleType()),  # type: ignore[call-overload]
+    "rint": lambda c: F.rint(c.cast("double")),
     "sign": F.signum,
     "signbit": lambda c: F.when(c < 0, True).otherwise(False),
     "sin": F.sin,
diff --git a/python/pyspark/pandas/tests/test_numpy_compat.py b/python/pyspark/pandas/tests/test_numpy_compat.py
index 432283cb5fe8a..55a87d1a1de75 100644
--- a/python/pyspark/pandas/tests/test_numpy_compat.py
+++ b/python/pyspark/pandas/tests/test_numpy_compat.py
@@ -104,6 +104,7 @@ def test_np_math_functions(self):
             (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]),
+            (np.rint, [-np.inf, -2.5, -1.5, -0.5, -0.0, 0.0, 0.5, 1.5, 2.5, np.inf, np.nan]),
             (np.sign, [-np.inf, -64.0, -2.0, -0.0, 0.0, 2.0, 64.0, np.inf, np.nan]),
             (np.sinh, [-np.inf, -64.0, -2.0, 0.0, 2.0, 64.0, np.inf, np.nan]),
             (np.square, [-np.inf, -64.0, -2.0, 0.0, 2.0, 64.0, np.inf, np.nan]),