diff --git a/rq/utils.py b/rq/utils.py
index 792bf1d3..a1d382cf 100644
--- a/rq/utils.py
+++ b/rq/utils.py
@@ -287,10 +287,16 @@ def get_version(connection: 'Redis') -> Tuple[int, int, int]:
     try:
         # Getting the connection info for each job tanks performance, we can cache it on the connection object
         if not getattr(connection, "__rq_redis_server_version", None):
+            # Cast the version string to a tuple of integers. Some Redis implementations may return a float.
+            version_str = str(connection.info("server")["redis_version"])
+            version_parts = [int(i) for i in version_str.split('.')[:3]]
+            # Ensure the version tuple has exactly three elements
+            while len(version_parts) < 3:
+                version_parts.append(0)
             setattr(
                 connection,
                 "__rq_redis_server_version",
-                tuple(int(i) for i in str(connection.info("server")["redis_version"]).split('.')[:3]),
+                tuple(version_parts),
             )
         return getattr(connection, "__rq_redis_server_version")
     except ResponseError:  # fakeredis doesn't implement Redis' INFO command
diff --git a/tests/test_utils.py b/tests/test_utils.py
index fea02bf6..8b9778a9 100644
--- a/tests/test_utils.py
+++ b/tests/test_utils.py
@@ -112,6 +112,20 @@ class TestUtils(RQTestCase):
 
         self.assertEqual(get_version(DummyRedis()), (3, 0, 7))
 
+        # Parses 2 digit version numbers correctly (Seen in AWS ElastiCache Redis)
+        class DummyRedis(Redis):
+            def info(*args):
+                return {'redis_version': '7.1'}
+
+        self.assertEqual(get_version(DummyRedis()), (7, 1, 0))
+
+        # Parses 2 digit float version numbers correctly (Seen in AWS ElastiCache Redis)
+        class DummyRedis(Redis):
+            def info(*args):
+                return {'redis_version': 7.1}
+
+        self.assertEqual(get_version(DummyRedis()), (7, 1, 0))
+
     def test_get_redis_version_gets_cached(self):
         """Ensure get_version works properly"""
         # Parses 3 digit version numbers correctly