diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index 2967b928..270597ab 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -14,10 +14,15 @@ Change Log
 Unreleased
 ~~~~~~~~~~
 
+
+[5.3.0]
+~~~~~~~
+
 * Use proper externalId types XAPI and CALIPER instead of LTI
 * Make user identifier in xAPI events configurable
 * Switch from ``edx-sphinx-theme`` to ``sphinx-book-theme`` since the former is
   deprecated
+* Make id of xAPI statements idempotent
 
 [5.2.2]
 ~~~~~~~
diff --git a/event_routing_backends/__init__.py b/event_routing_backends/__init__.py
index d2816803..dec9ba74 100644
--- a/event_routing_backends/__init__.py
+++ b/event_routing_backends/__init__.py
@@ -2,6 +2,6 @@
 Various backends for receiving edX LMS events..
 """
 
-__version__ = '5.2.2'
+__version__ = '5.3.0'
 
 default_app_config = 'event_routing_backends.apps.EventRoutingBackendsConfig'  # pylint: disable=invalid-name
diff --git a/event_routing_backends/helpers.py b/event_routing_backends/helpers.py
index 8314e25a..140beb51 100644
--- a/event_routing_backends/helpers.py
+++ b/event_routing_backends/helpers.py
@@ -1,10 +1,10 @@
 """
 Helper utilities for event transformers.
 """
+import datetime
 import logging
-from datetime import timedelta
+import uuid
 from urllib.parse import parse_qs, urlparse
-from uuid import uuid4
 
 # Imported from edx-platform
 # pylint: disable=import-error
@@ -23,6 +23,25 @@
 UTC_DATETIME_FORMAT = '%Y-%m-%dT%H:%M:%S.%f'
 
 
+def get_uuid5(namespace_key, name):
+    """
+    Create a UUID5 string based on custom namesapce and name.
+
+    Arguments:
+    namespace_key (str):    key to be used to create a custom namespace
+    name  (str):            string for which we need to creat a UUID
+
+    Returns:
+        str
+
+    """
+    # We are not pulling base uuid from settings to avoid
+    # data discrepancies incase setting is changed inadvertently
+    base_uuid = uuid.UUID('6ba7b810-9dad-11d1-80b4-00c04fd430c8')
+    base_namespace = uuid.uuid5(base_uuid, namespace_key)
+    return uuid.uuid5(base_namespace, name)
+
+
 def get_anonymous_user_id(username_or_id, external_type):
     """
     Generate anonymous user id.
@@ -42,7 +61,7 @@ def get_anonymous_user_id(username_or_id, external_type):
         logger.info('User with username "%s" does not exist. '
                     'Cannot generate anonymous ID', username_or_id)
 
-        anonymous_id = str(uuid4())
+        anonymous_id = str(uuid.uuid4())
     else:
         type_name = getattr(ExternalIdType, external_type)
         external_id, _ = ExternalId.add_new_user_id(user, type_name)
@@ -132,7 +151,7 @@ def convert_seconds_to_iso(seconds):
     """
     if seconds is None:
         return None
-    return duration_isoformat(timedelta(
+    return duration_isoformat(datetime.timedelta(
         seconds=seconds
     ))
 
diff --git a/event_routing_backends/processors/tests/transformers_test_mixin.py b/event_routing_backends/processors/tests/transformers_test_mixin.py
index 456e47ca..eeb0320a 100644
--- a/event_routing_backends/processors/tests/transformers_test_mixin.py
+++ b/event_routing_backends/processors/tests/transformers_test_mixin.py
@@ -89,10 +89,11 @@ def compare_events(self, transformed_event, expected_event):
         Every transformer's test case will implement its own logic to test
         events transformation
         """
-    @patch('event_routing_backends.helpers.uuid4')
+    @patch('event_routing_backends.helpers.uuid')
     @ddt.data(*EVENT_FIXTURE_FILENAMES)
-    def test_event_transformer(self, event_filename, mocked_uuid4):
-        mocked_uuid4.return_value = '32e08e30-f8ae-4ce2-94a8-c2bfe38a70cb'
+    def test_event_transformer(self, event_filename, mocked_uuid):
+        mocked_uuid.uuid4.return_value = '32e08e30-f8ae-4ce2-94a8-c2bfe38a70cb'
+        mocked_uuid.uuid5.return_value = '32e08e30-f8ae-4ce2-94a8-c2bfe38a70cb'
 
         # if an event's expected fixture doesn't exist, the test shouldn't fail.
         # evaluate transformation of only supported event fixtures.
diff --git a/event_routing_backends/processors/xapi/transformer.py b/event_routing_backends/processors/xapi/transformer.py
index 1fdd4c7f..482fab15 100644
--- a/event_routing_backends/processors/xapi/transformer.py
+++ b/event_routing_backends/processors/xapi/transformer.py
@@ -2,7 +2,6 @@
 xAPI Transformer Class
 """
 import hashlib
-import uuid
 
 from django.conf import settings
 from tincan import (
@@ -18,7 +17,7 @@
     Verb,
 )
 
-from event_routing_backends.helpers import get_anonymous_user_id, get_course_from_id, get_user_email
+from event_routing_backends.helpers import get_anonymous_user_id, get_course_from_id, get_user_email, get_uuid5
 from event_routing_backends.processors.mixins.base_transformer import BaseTransformerMixin
 from event_routing_backends.processors.xapi import constants
 
@@ -51,12 +50,18 @@ def base_transform(self):
         """
         Transform the fields that are common for all events.
         """
+        actor = self.get_actor()
+        event_timestamp = self.get_timestamp()
         self.transformed_event = {
-            'actor': self.get_actor(),
+            'actor': actor,
             'context': self.get_context(),
-            'timestamp': self.get_timestamp(),
-            'id': uuid.uuid4()
+            'timestamp': event_timestamp,
         }
+        # Warning! changing anything in these 2 lines or changing the "base_uuid" can invalidate
+        # billions of rows in the database. Please have a community discussion first before introducing
+        # any change in generation of UUID.
+        uuid_str = f'{actor.to_json()}-{event_timestamp}'
+        self.transformed_event['id'] = get_uuid5(self.verb.to_json(), uuid_str)  # pylint: disable=no-member
 
     def get_actor(self):
         """
@@ -147,7 +152,8 @@ class XApiVerbTransformerMixin:
     """
     verb_map = None
 
-    def get_verb(self):
+    @property
+    def verb(self):
         """
         Get verb for xAPI transformed event.
 
diff --git a/event_routing_backends/tests/test_helpers.py b/event_routing_backends/tests/test_helpers.py
index 1e16ff12..5008c3cf 100644
--- a/event_routing_backends/tests/test_helpers.py
+++ b/event_routing_backends/tests/test_helpers.py
@@ -5,7 +5,12 @@
 
 from django.test import TestCase
 
-from event_routing_backends.helpers import get_anonymous_user_id, get_block_id_from_event_referrer, get_user_email
+from event_routing_backends.helpers import (
+    get_anonymous_user_id,
+    get_block_id_from_event_referrer,
+    get_user_email,
+    get_uuid5,
+)
 from event_routing_backends.tests.factories import UserFactory
 
 
@@ -44,3 +49,27 @@ def test_get_anonymous_user_id_with_error(self, mocked_external_id):
             get_anonymous_user_id('edx', 'XAPI')
 
         self.assertIsNotNone(get_anonymous_user_id('12345678', 'XAPI'))
+
+    def test_get_uuid5(self):
+        actor = '''{
+            "objectType": "Agent",
+            "mbox": "mailto:edx@example.com"
+        }'''
+        verb = '''{
+        "id": "http://id.tincanapi.com/verb/unregistered",
+        "display": {
+            "en": "unregistered"
+        }'''
+        timestamp = '2023-05-09T06:36:11.256Z'
+        name = f'{actor}-{timestamp}'
+        uuid_1 = get_uuid5(verb, name)
+        uuid_2 = get_uuid5(verb, name)
+        self.assertEqual(uuid_1, uuid_2)
+
+        another_actor = '''{
+            "objectType": "Agent",
+            "mbox": "mailto:test@example.com"
+        }'''
+        name = f'{another_actor}-{timestamp}'
+        uuid_3 = get_uuid5(verb, name)
+        self.assertNotEqual(uuid_1, uuid_3)