diff --git a/changelogs/unreleased/mc-api-pipeline-webhook-remove-retried-jobs.yml b/changelogs/unreleased/mc-api-pipeline-webhook-remove-retried-jobs.yml
new file mode 100644
index 0000000000000000000000000000000000000000..f75824b04ceead7ef07a05d2e2d00bb99b650f50
--- /dev/null
+++ b/changelogs/unreleased/mc-api-pipeline-webhook-remove-retried-jobs.yml
@@ -0,0 +1,5 @@
+---
+title: Send only latest jobs in pipeline webhook payload.
+merge_request: 53159
+author:
+type: fixed
diff --git a/doc/user/project/integrations/webhooks.md b/doc/user/project/integrations/webhooks.md
index 27c2cb08d10d10a71c88fe3fe03bbffd60f77047..0cf01adef133d51079c05393ebc64ada923bbc60 100644
--- a/doc/user/project/integrations/webhooks.md
+++ b/doc/user/project/integrations/webhooks.md
@@ -1029,6 +1029,9 @@ X-Gitlab-Event: Wiki Page Hook
 
 ### Pipeline events
 
+In [GitLab 13.9](https://gitlab.com/gitlab-org/gitlab/-/merge_requests/53159)
+and later, the pipeline webhook returns only the latest jobs.
+
 Triggered on status change of Pipeline.
 
 **Request Header**:
diff --git a/lib/gitlab/data_builder/pipeline.rb b/lib/gitlab/data_builder/pipeline.rb
index 2413f68f4d047c2b85d1906d50f64bb94f28ffc0..3036bc57ca58e7439ee3b68d6f8a1a1fbdc66741 100644
--- a/lib/gitlab/data_builder/pipeline.rb
+++ b/lib/gitlab/data_builder/pipeline.rb
@@ -13,7 +13,7 @@ def build(pipeline)
           user: pipeline.user.try(:hook_attrs),
           project: pipeline.project.hook_attrs(backward: false),
           commit: pipeline.commit.try(:hook_attrs),
-          builds: pipeline.builds.map(&method(:build_hook_attrs))
+          builds: pipeline.builds.latest.map(&method(:build_hook_attrs))
         }
       end
 
diff --git a/spec/lib/gitlab/data_builder/pipeline_spec.rb b/spec/lib/gitlab/data_builder/pipeline_spec.rb
index 32619fc4c37374708bc5de8e506b9eed4fb62c21..fd7cadeb89ebda836802ddc842673cb65d7a016d 100644
--- a/spec/lib/gitlab/data_builder/pipeline_spec.rb
+++ b/spec/lib/gitlab/data_builder/pipeline_spec.rb
@@ -104,5 +104,16 @@
         expect(merge_request_attrs[:url]).to eq("http://localhost/#{merge_request.target_project.full_path}/-/merge_requests/#{merge_request.iid}")
       end
     end
+
+    context 'when pipeline has retried builds' do
+      before do
+        create(:ci_build, :retried, pipeline: pipeline)
+      end
+
+      it 'does not contain retried builds in payload' do
+        expect(data[:builds].count).to eq(1)
+        expect(build_data[:id]).to eq(build.id)
+      end
+    end
   end
 end