diff --git a/.circleci/config.yml b/.circleci/config.yml
index a2b411d..57f5f36 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -14,6 +14,9 @@
 #
 version: 2.1
 
+orbs:
+  codecov: codecov/codecov@3.2.0
+
 references:
   nodejs_current: &nodejs_current "10"
   repo_path: &repo_path ~/webextension-polyfill
@@ -94,9 +97,7 @@ commands:
           command: npm run test-coverage
       - store_artifacts:
           path: coverage
-      - run:
-          name: publish coverage data
-          command: npm run publish-coverage
+      - codecov/upload
       - run_test_minified
       - run_test_bundlers
       - run_functional_tests
diff --git a/package.json b/package.json
index 5a861ef..0bf67bd 100644
--- a/package.json
+++ b/package.json
@@ -25,7 +25,6 @@
     "browserify": "17.0.0",
     "chai": "4.3.4",
     "chromedriver": "90.0.0",
-    "codecov": "3.8.2",
     "cross-env": "7.0.3",
     "eslint": "7.25.0",
     "finalhandler": "1.1.2",
@@ -60,7 +59,6 @@
   "scripts": {
     "build": "grunt",
     "prepublish": "npm run build && npm run test",
-    "publish-coverage": "codecov",
     "test": "mocha",
     "test-coverage": "cross-env COVERAGE=y nyc mocha",
     "test-minified": "cross-env TEST_MINIFIED_POLYFILL=1 mocha",