diff --git a/mlx/backend/common/ops.h b/mlx/backend/common/ops.h
index fcf0ed503..058feddbc 100644
--- a/mlx/backend/common/ops.h
+++ b/mlx/backend/common/ops.h
@@ -373,6 +373,10 @@ struct Sign {
   uint64_t operator()(uint64_t x) {
     return x != 0;
   }
+
+  complex64_t operator()(complex64_t x) {
+    return x == complex64_t(0) ? x : x / std::abs(x);
+  }
 };
 
 struct Sin {
diff --git a/mlx/backend/metal/kernels/unary.metal b/mlx/backend/metal/kernels/unary.metal
index ea5c05177..01eaab512 100644
--- a/mlx/backend/metal/kernels/unary.metal
+++ b/mlx/backend/metal/kernels/unary.metal
@@ -64,6 +64,7 @@ instantiate_unary_all(Cos, complex64, complex64_t)
 instantiate_unary_all(Cosh, complex64, complex64_t)
 instantiate_unary_all(Exp, complex64, complex64_t)
 instantiate_unary_all(Negative, complex64, complex64_t)
+instantiate_unary_all(Sign, complex64, complex64_t)
 instantiate_unary_all(Sin, complex64, complex64_t)
 instantiate_unary_all(Sinh, complex64, complex64_t)
 instantiate_unary_all(Tan, complex64, complex64_t)
diff --git a/mlx/backend/metal/kernels/unary_ops.h b/mlx/backend/metal/kernels/unary_ops.h
index fb4c6dbe5..857185a9d 100644
--- a/mlx/backend/metal/kernels/unary_ops.h
+++ b/mlx/backend/metal/kernels/unary_ops.h
@@ -308,6 +308,14 @@ struct Sign {
   uint32_t operator()(uint32_t x) {
     return x != 0;
   };
+  template <>
+  complex64_t operator()(complex64_t x) {
+    if (x == complex64_t(0)) {
+      return x;
+    }
+    return x /
+        (complex64_t)metal::precise::sqrt(x.real * x.real + x.imag * x.imag);
+  };
 };
 
 struct Sin {
diff --git a/python/tests/test_ops.py b/python/tests/test_ops.py
index c17190126..8abe74471 100644
--- a/python/tests/test_ops.py
+++ b/python/tests/test_ops.py
@@ -760,6 +760,15 @@ class TestOps(mlx_tests.MLXTestCase):
         expected = np.sign(a, dtype=np.float32)
         self.assertTrue(np.allclose(result, expected))
 
+        a = mx.array([-1.0, 1.0, 0.0, -2.0, 3.0])
+        b = mx.array([-4.0, -3.0, 1.0, 0.0, 3.0])
+        c = a + b * 1j
+        result = mx.sign(c)
+        # np.sign differs in NumPy 1 and 2 so
+        # we manually implement the NumPy 2 version here.
+        expected = c / np.abs(c)
+        self.assertTrue(np.allclose(result, expected))
+
     def test_logical_not(self):
         a = mx.array([-1.0, 1.0, 0.0, 1.0, -2.0, 3.0])
         result = mx.logical_not(a)