diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index ed07b2caf4..0699b9e59a 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -21,7 +21,7 @@ jobs:
       fail-fast: false # do not cancel builds for other OSes if one fails
       matrix:
         # If upgrading Ubuntu, also upgrade it in the lint job below
-        os: [ "ubuntu-18.04", "macOS-10.15", "windows-2016" ]
+        os: [ "ubuntu-18.04", "macOS-10.15", "windows-2019" ]
 
     runs-on: "${{ matrix.os }}"
 
diff --git a/CHANGELOG.d/internal_update-ci-windows-to-2019.md b/CHANGELOG.d/internal_update-ci-windows-to-2019.md
new file mode 100644
index 0000000000..0779c57594
--- /dev/null
+++ b/CHANGELOG.d/internal_update-ci-windows-to-2019.md
@@ -0,0 +1 @@
+* Update CI to use `windows-2019` since `windows-2016` is deprecated
\ No newline at end of file