diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 5fdc741..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,28 +0,0 @@
-language: elixir
-
-branches:
-  only:
-    - master
-
-jobs:
-  include:
-    - stage: check formatted
-      script: mix format --check-formatted
-      otp_release: 20.3
-      elixir: 1.7
-    - stage: test
-      script: mix test
-      otp_release: 18.3
-      elixir: 1.3
-    - otp_release: 19.3
-      elixir: 1.4
-    - otp_release: 20.3
-      elixir: 1.5
-    - otp_release: 20.3
-      elixir: 1.6
-      env: STATIX_TEST_RUNTIME_CONFIG=false
-    - otp_release: 20.3
-      elixir: 1.6
-      env: STATIX_TEST_RUNTIME_CONFIG=true
-    - otp_release: 21.0
-      elixir: 1.7
diff --git a/README.md b/README.md
index fbdf345..1b2603d 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # Statix
 
-[![Build Status](https://travis-ci.com/lexmag/statix.svg?branch=master)](https://travis-ci.com/lexmag/statix)
+![CI Status](https://github.com/lexmag/statix/workflows/CI/badge.svg)
 [![Hex Version](https://img.shields.io/hexpm/v/statix.svg "Hex Version")](https://hex.pm/packages/statix)
 
 Statix is an Elixir client for StatsD-compatible servers.
diff --git a/ci.yml b/ci.yml
new file mode 100644
index 0000000..efebd1b
--- /dev/null
+++ b/ci.yml
@@ -0,0 +1,71 @@
+name: CI
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+
+jobs:
+  format:
+    name: Code linting
+    runs-on: ubuntu-18.04
+
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Set up Elixir environment
+        uses: erlef/setup-elixir@v1
+        with:
+          otp-version: 20.3
+          elixir-version: 1.7
+
+      - name: Check unused dependencies
+        run: mix deps.get && mix deps.unlock --check-unused
+
+      - name: Check formatting
+        run: mix format --check-formatted
+
+      - name: Check compilation warnings
+        run: mix compile --warnings-as-errors
+
+  test:
+    name: Test suite
+    runs-on: ubuntu-18.04
+
+    strategy:
+      matrix:
+        versions:
+          - otp: 18.3
+            elixir: 1.3
+          - otp: 19.3
+            elixir: 1.4
+          - otp: 20.3
+            elixir: 1.5
+          - otp: 20.3
+            elixir: 1.6
+          - otp: 21.0
+            elixir: 1.7
+        include:
+          - versions.otp: 20.3
+            versions.elixir: 1.6
+            env:
+              STATIX_TEST_RUNTIME_CONFIG: [true, false]
+
+    env:
+      MIX_ENV: test
+
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Set up Elixir environment
+        uses: erlef/setup-elixir@v1
+        with:
+          elixir-version: ${{ matrix.versions.elixir }}
+          otp-version: ${{ matrix.versions.otp }}
+
+      - name: Install dependencies
+        run: mix deps.get --only test
+
+      - name: Run tests
+        run: mix test
\ No newline at end of file