diff --git a/README.md b/README.md
index 8f81b77..41ba55d 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,5 @@
 [![codecov](https://codecov.io/gh/tgsmith61591/skoot/branch/master/graph/badge.svg)](https://codecov.io/gh/tgsmith61591/skoot)
-![Supported versions](https://img.shields.io/badge/python-3.5-blue.svg)
-![Supported versions](https://img.shields.io/badge/python-3.6-blue.svg)
-![Supported versions](https://img.shields.io/badge/python-3.7-blue.svg)
+![Supported versions](https://img.shields.io/badge/python-3.5+-blue.svg)
 [![CircleCI](https://circleci.com/gh/tgsmith61591/skoot.svg?style=svg)](https://circleci.com/gh/tgsmith61591/skoot)
 [![Build Status](https://dev.azure.com/tgsmith61591gh/skoot/_apis/build/status/tgsmith61591.skoot?branchName=master)](https://dev.azure.com/tgsmith61591gh/skoot/_build/latest?definitionId=1&branchName=master)
 
diff --git a/build_tools/azure/jobs.yml b/build_tools/azure/jobs.yml
index 43cd1f8..9b35a3d 100644
--- a/build_tools/azure/jobs.yml
+++ b/build_tools/azure/jobs.yml
@@ -29,3 +29,34 @@ jobs:
     displayName: 'Installing Fortran'
 
   - template: build_and_deploy.yml
+
+- job: Windows
+
+  pool:
+    vmImage: 'windows-latest'
+
+  strategy:
+    maxParallel: 4
+    matrix:
+      Python35:
+        python.version: '3.5'
+
+      Python36:
+        python.version: '3.6'
+
+      Python37:
+        python.version: '3.7'
+
+      Python38:
+        python.version: '3.8'
+
+  steps:
+  - task: UsePythonVersion@0
+    inputs:
+      versionSpec: '$(python.version)'
+    displayName: 'Setting Python version'
+
+  - script: choco install mingw
+    displayName: 'Installing Fortran'
+
+  - template: build_and_deploy.yml