diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index c3e6ae9a..ad85d076 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -44,4 +44,15 @@ jobs:
         run: |
           cd ./backend
           pwd
-          pytest --cov-report xml:cov.xml --cov=./ ./
+          pytest --doctest-modules --junitxml=junit/test-results.xml --cov=app --cov-report=xml --cov-report=html
+
+      - name: Upload coverage to Codecov
+        if: always()
+        uses: codecov/codecov-action@v3
+        with:
+          files: ./coverage.xml
+          flags: unittests
+          name: codecov-umbrella
+          fail_ci_if_error: false
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
diff --git a/readme.md b/readme.md
index b9801354..de1a9753 100644
--- a/readme.md
+++ b/readme.md
@@ -6,6 +6,7 @@
 ![GitHub top language](https://img.shields.io/github/languages/top/CSC-510-G55/project1-ats)
 [![Build](https://github.com/CSC-510-G55/project1-ats/actions/workflows/build.yml/badge.svg)](https://github.com/CSC-510-G55/project1-ats/actions/workflows/build.yml)
 [![Pytest](https://github.com/CSC-510-G55/project1-ats/actions/workflows/pytest.yml/badge.svg)](https://github.com/CSC-510-G55/project1-ats/actions/workflows/pytest.yml)
+[![Codecov](https://codecov.io/gh/CSC-510-G55/project1-ats/graph/badge.svg)](https://codecov.io/gh/CSC-510-G55/project1-ats)
 [![Pylint](https://github.com/CSC-510-G55/project1-ats/actions/workflows/pylint.yml/badge.svg)](https://github.com/CSC-510-G55/project1-ats/actions/workflows/pylint.yml)
 [![Prettier](https://github.com/CSC-510-G55/project1-ats/actions/workflows/prettier.yml/badge.svg)](https://github.com/CSC-510-G55/project1-ats/actions/workflows/prettier.yml)