diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
new file mode 100644
index 0000000..371fd95
--- /dev/null
+++ b/.github/workflows/build.yml
@@ -0,0 +1,39 @@
+# This workflow will do a clean installation of node dependencies, cache/restore them, build the source code and run tests across different versions of node
+# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-nodejs
+
+name: build
+
+on:
+  push:
+    branches: [ "master" ]
+  pull_request:
+    branches: [ "master" ]
+
+jobs:
+  build:
+
+    strategy:
+      matrix:
+        os: [ubuntu-latest, macos-latest]
+        node-version: [16.x, 18.x, 20.x]
+        # See supported Node.js release schedule at https://nodejs.org/en/about/releases/
+        include:
+          - os: ubuntu-latest
+            node-version: 14.x
+          - os: ubuntu-latest
+            node-version: 12.x
+          - os: ubuntu-latest
+            node-version: 10.x
+
+    runs-on: ${{ matrix.os }}
+
+    steps:
+    - uses: actions/checkout@v3
+    - name: Use Node.js ${{ matrix.node-version }}
+      uses: actions/setup-node@v3
+      with:
+        node-version: ${{ matrix.node-version }}
+        # Can not use cache as package-lock.json is not commited in Git
+        # cache: 'npm'
+    - run: npm install --fallback-to-build=false
+    - run: npm test
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index bceec47..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,20 +0,0 @@
-language: node_js
-
-node_js:
- - "0.10"
- - "4"
-
-addons:
-  apt:
-    sources:
-     - ubuntu-toolchain-r-test
-    packages:
-     - libstdc++6 # upgrade libstdc++ on linux to support C++11
-
-sudo: false
-
-install:
- - npm install --fallback-to-build=false
-
-script:
- - npm test
diff --git a/README.md b/README.md
index c756dc3..5663f4a 100644
--- a/README.md
+++ b/README.md
@@ -5,8 +5,7 @@ uses [node-mapnik](http://github.com/mapnik/node-mapnik) to render tiles and
 grids from a Mapnik XML file. `tilelive-mapnik` implements the
 [Tilesource API](https://github.com/mapbox/tilelive.js/blob/master/API.md).
 
-[![Build Status](https://travis-ci.com/mapbox/tilelive-mapnik.svg?branch=master)](http://travis-ci.com/mapbox/tilelive-mapnik)
-[![Build status](https://ci.appveyor.com/api/projects/status/6am7la0hiaei8qop)](https://ci.appveyor.com/project/Mapbox/tilelive-mapnik)
+[![build status](https://github.com/mapbox/tilelive-mapnik/actions/workflows/build.yml/badge.svg)](https://github.com/mapbox/tilelive-mapnik/actions/workflows/build.yml)
 
 ## Installation
 
diff --git a/package.json b/package.json
index afd8ecb..3270132 100644
--- a/package.json
+++ b/package.json
@@ -29,7 +29,7 @@
   "dependencies": {
     "step": "~0.0.5",
     "generic-pool": "~2.4.0",
-    "mapnik": "~3.7.0",
+    "mapnik": "~4.5",
     "mime": "~1.3.4"
   },
   "devDependencies": {