diff --git a/.github/config/labeler-config.yml b/.github/config/labeler-config.yml
new file mode 100644
index 000000000000..0c921148f22d
--- /dev/null
+++ b/.github/config/labeler-config.yml
@@ -0,0 +1,8 @@
+# Pull Request Labeler Github Action Configuration: https://github.com/marketplace/actions/labeler
+"tests:hive":
+  - lib/trino-orc/**
+  - lib/trino-parquet/**
+  - lib/trino-rcfile/**
+  - plugin/trino-hive-hadoop2/**
+  - plugin/trino-hive/**
+  - testing/trino-product-tests/**
diff --git a/.github/workflows/labeler.yml b/.github/workflows/labeler.yml
new file mode 100644
index 000000000000..815936fc9e27
--- /dev/null
+++ b/.github/workflows/labeler.yml
@@ -0,0 +1,19 @@
+name: "Pull Request Labeler"
+
+on:
+  pull_request_target:
+
+permissions:
+  contents: read
+  pull-requests: write
+
+# NOTE: Do not check out/execute code from the PR since a read-write token is present due to pull_request_target
+jobs:
+  triage:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/labeler@v3
+        with:
+          repo-token: "${{ secrets.GITHUB_TOKEN }}"
+          sync-labels: true
+          configuration-path: .github/config/labeler-config.yml