diff --git a/python/ray/actor.py b/python/ray/actor.py
index 691cafd81..0223c2ef7 100644
--- a/python/ray/actor.py
+++ b/python/ray/actor.py
@@ -211,12 +211,19 @@ class ActorClassMetadata:
         self.method_signatures = {}
         self.actor_method_num_return_vals = {}
         for method_name, method in self.actor_methods:
+            # Whether or not this method requires binding of its first
+            # argument. For class and static methods, we do not want to bind
+            # the first argument, but we do for instance methods
+            is_bound = (ray.utils.is_class_method(method)
+                        or ray.utils.is_static_method(self.modified_class,
+                                                      method_name))
+
             # Print a warning message if the method signature is not
             # supported. We don't raise an exception because if the actor
             # inherits from a class that has a method whose signature we
             # don't support, there may not be much the user can do about it.
             self.method_signatures[method_name] = signature.extract_signature(
-                method, ignore_first=not ray.utils.is_class_method(method))
+                method, ignore_first=not is_bound)
             # Set the default number of return values for this method.
             if hasattr(method, "__ray_num_return_vals__"):
                 self.actor_method_num_return_vals[method_name] = (
diff --git a/python/ray/function_manager.py b/python/ray/function_manager.py
index 6d9fe540c..1d8372e94 100644
--- a/python/ray/function_manager.py
+++ b/python/ray/function_manager.py
@@ -21,6 +21,7 @@ from ray.utils import (
     binary_to_hex,
     is_function_or_method,
     is_class_method,
+    is_static_method,
     check_oversized_pickle,
     decode,
     ensure_str,
@@ -753,7 +754,9 @@ class FunctionActorManager:
 
             # Execute the assigned method and save a checkpoint if necessary.
             try:
-                if is_class_method(method):
+                is_bound = (is_class_method(method)
+                            or is_static_method(type(actor), method_name))
+                if is_bound:
                     method_returns = method(*args, **kwargs)
                 else:
                     method_returns = method(actor, *args, **kwargs)
diff --git a/python/ray/tests/test_actor.py b/python/ray/tests/test_actor.py
index 2f5abe95d..f0d59c154 100644
--- a/python/ray/tests/test_actor.py
+++ b/python/ray/tests/test_actor.py
@@ -208,6 +208,55 @@ def test_actor_class_attributes(ray_start_regular):
     assert ray.get(t.g.remote()) == 3
 
 
+def test_actor_static_attributes(ray_start_regular):
+    class Grandparent:
+        GRANDPARENT = 2
+
+        @staticmethod
+        def grandparent_static():
+            assert Grandparent.GRANDPARENT == 2
+            return 1
+
+    class Parent1(Grandparent):
+        PARENT1 = 6
+
+        @staticmethod
+        def parent1_static():
+            assert Parent1.PARENT1 == 6
+            return 2
+
+        def parent1(self):
+            assert Parent1.PARENT1 == 6
+
+    class Parent2:
+        PARENT2 = 7
+
+        def parent2(self):
+            assert Parent2.PARENT2 == 7
+
+    @ray.remote
+    class TestActor(Parent1, Parent2):
+        X = 3
+
+        @staticmethod
+        def f():
+            assert TestActor.GRANDPARENT == 2
+            assert TestActor.PARENT1 == 6
+            assert TestActor.PARENT2 == 7
+            assert TestActor.X == 3
+            return 4
+
+        def g(self):
+            assert TestActor.GRANDPARENT == 2
+            assert TestActor.PARENT1 == 6
+            assert TestActor.PARENT2 == 7
+            assert TestActor.f() == 4
+            return TestActor.X
+
+    t = TestActor.remote()
+    assert ray.get(t.g.remote()) == 3
+
+
 def test_caching_actors(shutdown_only):
     # Test defining actors before ray.init() has been called.
 
diff --git a/python/ray/utils.py b/python/ray/utils.py
index 4be0af6f8..53e6a5adf 100644
--- a/python/ray/utils.py
+++ b/python/ray/utils.py
@@ -127,6 +127,21 @@ def is_class_method(f):
     return hasattr(f, "__self__") and f.__self__ is not None
 
 
+def is_static_method(cls, f_name):
+    """Returns whether the class has a static method with the given name.
+
+    Args:
+        cls: The Python class (i.e. object of type `type`) to
+            search for the method in.
+        f_name: The name of the method to look up in this class
+            and check whether or not it is static.
+    """
+    for cls in inspect.getmro(cls):
+        if f_name in cls.__dict__:
+            return isinstance(cls.__dict__[f_name], staticmethod)
+    return False
+
+
 def random_string():
     """Generate a random string to use as an ID.