diff --git a/.github/workflows/add-qa-label.yaml b/.github/workflows/add-qa-label.yaml
new file mode 100644
index 00000000000..ad83771dccc
--- /dev/null
+++ b/.github/workflows/add-qa-label.yaml
@@ -0,0 +1,20 @@
+name: Add QA Label
+on:
+  issues:
+    types:
+      - opened
+jobs:
+  add_qa_label_to_issues:
+    runs-on: ubuntu-latest
+    permissions:
+      issues: write
+    steps:
+    - uses: actions/checkout@v2
+    - name: Use Node.js
+      uses: actions/setup-node@v1
+      with:
+        node-version: '16.x'
+    - name: script
+      env:
+        GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+      run: node .github/workflows/scripts/add-qa-label.js
diff --git a/.github/workflows/scripts/add-qa-label.js b/.github/workflows/scripts/add-qa-label.js
new file mode 100644
index 00000000000..0758d18f6bc
--- /dev/null
+++ b/.github/workflows/scripts/add-qa-label.js
@@ -0,0 +1,61 @@
+#!/usr/bin/env node
+
+const request = require('./request');
+
+const QA_DEV_AUTOMATION_LABEL = 'QA/dev-automation';
+const QA_MANUAL_TEST_LABEL = 'QA/manual-test';
+const QA_NONE_LABEL = 'QA/None';
+
+const EMBER_LABEL = 'ember';
+const TECH_DEBT_LABEL = 'kind/tech-debt';
+
+// The event object
+const event = require(process.env.GITHUB_EVENT_PATH);
+
+async function processOpenAction() {
+  const issue = event.issue;
+
+  console.log('======');
+  console.log('Processing Opened Issue #' + issue.number + ' : ' + issue.title);
+  console.log('======');
+
+  // Get an array of labels
+  const labels = issue.labels.map((label) => label.name);
+
+  // Check we have a QA label
+  if (!labels.includes(QA_DEV_AUTOMATION_LABEL)  && !labels.includes(QA_MANUAL_TEST_LABEL) && !labels.includes(QA_NONE_LABEL)) {
+
+    // Add the appropriate QA label
+    if (labels.includes(TECH_DEBT_LABEL)) {
+      console.log('    Issue does not have a QA label, adding QA/None label (as issue is marked as tech-debt)');
+
+      labels.push(QA_NONE_LABEL);
+    } else if (labels.includes(EMBER_LABEL)) {
+      console.log('    Issue does not have a QA label, adding manual test label (as issue is marked as ember)');
+
+      labels.push(QA_MANUAL_TEST_LABEL);
+    } else {
+      console.log('    Issue does not have a QA label, adding dev-automation label');
+
+      labels.push(QA_DEV_AUTOMATION_LABEL);
+    }
+
+    // Update the labels
+    const labelsAPI = `${issue.url}/labels`;
+    await request.put(labelsAPI, { labels });
+
+    console.log('    Issue has been updated with QA label');
+  } else {
+    console.log('    Issue already has a QA label, nothing to do');
+  }
+}
+
+// Debugging
+// console.log(JSON.stringify(event, null, 2));
+
+// Look at the action
+if (event.action === 'opened') {
+  processOpenAction();
+} else {
+  console.log(`Unsupported action: ${event.action}`);
+}