diff --git a/db/post_migrate/20230208132608_fix_partition_ids_for_ci_stage.rb b/db/post_migrate/20230208132608_fix_partition_ids_for_ci_stage.rb
new file mode 100644
index 0000000000000000000000000000000000000000..c3ec614a37f6eb119df3006ae0328210378728e5
--- /dev/null
+++ b/db/post_migrate/20230208132608_fix_partition_ids_for_ci_stage.rb
@@ -0,0 +1,30 @@
+# frozen_string_literal: true
+
+class FixPartitionIdsForCiStage < Gitlab::Database::Migration[2.1]
+  MIGRATION = 'RebalancePartitionId'
+  DELAY_INTERVAL = 2.minutes.freeze
+  TABLE = :ci_stages
+  BATCH_SIZE = 3_000
+  SUB_BATCH_SIZE = 300
+
+  restrict_gitlab_migration gitlab_schema: :gitlab_ci
+
+  def up
+    return unless Gitlab.com?
+
+    queue_batched_background_migration(
+      MIGRATION,
+      TABLE,
+      :id,
+      job_interval: DELAY_INTERVAL,
+      batch_size: BATCH_SIZE,
+      sub_batch_size: SUB_BATCH_SIZE
+    )
+  end
+
+  def down
+    return unless Gitlab.com?
+
+    delete_batched_background_migration(MIGRATION, TABLE, :id, [])
+  end
+end
diff --git a/db/schema_migrations/20230208132608 b/db/schema_migrations/20230208132608
new file mode 100644
index 0000000000000000000000000000000000000000..9ecc9531ca77528b8dc5fe9bd7c35cc8df7973a6
--- /dev/null
+++ b/db/schema_migrations/20230208132608
@@ -0,0 +1 @@
+a4709b533b0ef420e5a14088fcf7e2646d4601019f62429b528ea3c715da87ca
\ No newline at end of file
diff --git a/spec/migrations/20230208132608_fix_partition_ids_for_ci_stage_spec.rb b/spec/migrations/20230208132608_fix_partition_ids_for_ci_stage_spec.rb
new file mode 100644
index 0000000000000000000000000000000000000000..8b057afc1e92b041c50e2155814fbbc197211bd6
--- /dev/null
+++ b/spec/migrations/20230208132608_fix_partition_ids_for_ci_stage_spec.rb
@@ -0,0 +1,58 @@
+# frozen_string_literal: true
+
+require 'spec_helper'
+require_migration!
+
+RSpec.describe FixPartitionIdsForCiStage, migration: :gitlab_ci, feature_category: :continuous_integration do
+  let(:migration) { described_class::MIGRATION }
+
+  context 'when on saas' do
+    before do
+      allow(Gitlab).to receive(:com?).and_return(true)
+    end
+
+    describe '#up' do
+      it 'schedules background jobs for each batch of ci_stages' do
+        migrate!
+
+        expect(migration).to have_scheduled_batched_migration(
+          gitlab_schema: :gitlab_ci,
+          table_name: :ci_stages,
+          column_name: :id,
+          interval: described_class::DELAY_INTERVAL,
+          batch_size: described_class::BATCH_SIZE,
+          sub_batch_size: described_class::SUB_BATCH_SIZE
+        )
+      end
+    end
+
+    describe '#down' do
+      it 'deletes all batched migration records' do
+        migrate!
+        schema_migrate_down!
+
+        expect(migration).not_to have_scheduled_batched_migration
+      end
+    end
+  end
+
+  context 'when on self-managed instance' do
+    let(:migration) { described_class.new }
+
+    describe '#up' do
+      it 'does not schedule background job' do
+        expect(migration).not_to receive(:queue_batched_background_migration)
+
+        migration.up
+      end
+    end
+
+    describe '#down' do
+      it 'does not delete background job' do
+        expect(migration).not_to receive(:delete_batched_background_migration)
+
+        migration.down
+      end
+    end
+  end
+end