diff --git a/changelogs/fragments/67089-sns_topic-notfound-backoff.yaml b/changelogs/fragments/67089-sns_topic-notfound-backoff.yaml
new file mode 100644
index 00000000000..dcd01aad484
--- /dev/null
+++ b/changelogs/fragments/67089-sns_topic-notfound-backoff.yaml
@@ -0,0 +1,2 @@
+minor_changes:
+- sns_topic - Add backoff when we get Topic ``NotFound`` exceptions while listing the subscriptions.
diff --git a/lib/ansible/modules/cloud/amazon/sns_topic.py b/lib/ansible/modules/cloud/amazon/sns_topic.py
index 48248a9d44e..d0059d1359b 100644
--- a/lib/ansible/modules/cloud/amazon/sns_topic.py
+++ b/lib/ansible/modules/cloud/amazon/sns_topic.py
@@ -264,12 +264,12 @@ class SnsTopicManager(object):
         paginator = self.connection.get_paginator('list_topics')
         return paginator.paginate().build_full_result()['Topics']
 
-    @AWSRetry.jittered_backoff()
+    @AWSRetry.jittered_backoff(catch_extra_error_codes=['NotFound'])
     def _list_topic_subscriptions_with_backoff(self):
         paginator = self.connection.get_paginator('list_subscriptions_by_topic')
         return paginator.paginate(TopicArn=self.topic_arn).build_full_result()['Subscriptions']
 
-    @AWSRetry.jittered_backoff()
+    @AWSRetry.jittered_backoff(catch_extra_error_codes=['NotFound'])
     def _list_subscriptions_with_backoff(self):
         paginator = self.connection.get_paginator('list_subscriptions')
         return paginator.paginate().build_full_result()['Subscriptions']