diff --git a/azure-pipelines/linux_coverage.yaml b/azure-pipelines/linux_coverage.yaml
new file mode 100644
index 00000000..5bf2fefb
--- /dev/null
+++ b/azure-pipelines/linux_coverage.yaml
@@ -0,0 +1,12 @@
+variables:
+    architecture: "x64"
+    python.version: "3.8"
+
+jobs:
+    - job: 'Coverage'
+      pool:
+          name: Azure Pipelines
+          demands: java
+          vmImage: "ubuntu-16.04"
+      steps:
+        - template: "azure-pipelines/templates/coverage.yml"
\ No newline at end of file
diff --git a/azure-pipelines/templates/coverage.yml b/azure-pipelines/templates/coverage.yml
new file mode 100644
index 00000000..fa7cf199
--- /dev/null
+++ b/azure-pipelines/templates/coverage.yml
@@ -0,0 +1,19 @@
+steps:
+    - template: "azure-pipelines/templates/use_python.yml"
+
+    - script: |
+          python -m pip install -U pip setuptools tox
+      displayName: 'Setup Python packages'
+
+    - script: |
+          python -m tox --develop -e py38-cov -- --cov-report=html --cov-report=xml -vv
+      displayName: 'Coverage Run'
+
+    - task: PublishCodeCoverageResults@1
+      displayName: 'Publish Coverage Report'
+      inputs:
+          codeCoverageTool: Cobertura
+          summaryFileLocation: '$(Build.SourcesDirectory)/**/coverage/coverage.xml'
+          reportDirectory: '$(Build.SourcesDirectory)/**/coverage/html'
+          failIfCoverageEmpty: true
+      condition: always()
\ No newline at end of file
diff --git a/azure-pipelines/win-coverage.yaml b/azure-pipelines/win-coverage.yaml
new file mode 100644
index 00000000..4c39d9bf
--- /dev/null
+++ b/azure-pipelines/win-coverage.yaml
@@ -0,0 +1,12 @@
+variables:
+    architecture: "x64"
+    python.version: "3.8"
+
+jobs:
+    - job: 'Coverage'
+      pool:
+          name: Azure Pipelines
+          demands: java
+          vmImage: "vs2017-win2016"
+      steps:
+        - template: "azure-pipelines/templates/coverage.yml"