diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 00000000..bcd47c1e
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,68 @@
+name: Tests
+on: [push, pull_request]
+jobs:
+  lint:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/setup-python@v2
+        with:
+          python-version: '3.6'
+      - name: Install requirements
+        run: pip install flake8 pycodestyle
+      - name: Check syntax
+        run: flake8 . --count --select=E901,E999,F821,F822,F823 --show-source --statistics --exclude ckan
+      - name: Run flake8
+        run: flake8 . --count --max-line-length=127 --statistics --exclude ckan
+
+  test:
+    needs: lint
+    strategy:
+      matrix:
+        ckan-version: [2.9, 2.9-py2, 2.8, 2.7]
+      fail-fast: false
+
+    name: CKAN ${{ matrix.ckan-version }}
+    runs-on: ubuntu-latest
+    container:
+      image: openknowledge/ckan-dev:${{ matrix.ckan-version }}
+    services:
+      solr:
+        image: ckan/ckan-solr-dev:${{ matrix.ckan-version }}
+      postgres:
+        image: ckan/ckan-postgres-dev:${{ matrix.ckan-version }}
+        env:
+          POSTGRES_USER: postgres
+          POSTGRES_PASSWORD: postgres
+          POSTGRES_DB: postgres
+        options: --health-cmd pg_isready --health-interval 10s --health-timeout 5s --health-retries 5
+      redis:
+        image: redis:3
+    env:
+      CKAN_SQLALCHEMY_URL: postgresql://ckan_default:pass@postgres/ckan_test
+      CKAN_DATASTORE_WRITE_URL: postgresql://datastore_write:pass@postgres/datastore_test
+      CKAN_DATASTORE_READ_URL: postgresql://datastore_read:pass@postgres/datastore_test
+      CKAN_SOLR_URL: http://solr:8983/solr/ckan
+      CKAN_REDIS_URL: redis://redis:6379/1
+
+    steps:
+      - uses: actions/checkout@v2
+      - name: Install requirements
+        run: |
+          pip install -r pip-requirements.txt
+          pip install -r dev-requirements.txt
+          pip install -e .
+          # Replace default path to CKAN core config file with the one on the container
+          sed -i -e 's/use = config:.*/use = config:\/srv\/app\/src\/ckan\/test-core.ini/' test.ini
+      - name: Setup extension (CKAN >= 2.9)
+        if: ${{ matrix.ckan-version != '2.7' && matrix.ckan-version != '2.8' }}
+        run: |
+          ckan -c test.ini db init
+          ckan -c test.ini archiver init
+      - name: Setup extension (CKAN < 2.9)
+        if: ${{ matrix.ckan-version == '2.7' || matrix.ckan-version == '2.8' }}
+        run: |
+          paster --plugin=ckan db init -c test.ini
+          paster --plugin=ckanext-archiver archiver init -c test.ini
+      - name: Run tests
+        run: pytest --ckan-ini=test.ini --cov=ckanext.archiver --disable-warnings tests
\ No newline at end of file
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index ce2f045f..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,40 +0,0 @@
-language: python
-python:
-    - "2.7"
-env:
-    - CKANVERSION=master
-    - CKANVERSION=2.6
-    - CKANVERSION=2.7
-    - CKANVERSION=2.8
-services:
-    - redis-server
-    - postgresql
-install:
-    - bash bin/travis-build.bash
-    - pip install coveralls
-script: sh bin/travis-run.sh
-after_success:
-    - coveralls
-
-# the new trusty images of Travis cause build errors with psycopg2, see https://github.com/travis-ci/travis-ci/issues/8897
-dist: trusty
-group: deprecated-2017Q4
-
-stages:
-  - Flake8
-  - test
-
-jobs:
-  include:
-    - stage: Flake8
-      env: FLAKE8=True
-      install:
-        - bash bin/travis-build.bash
-        - pip install flake8==3.5.0
-        - pip install pycodestyle==2.3.0
-      script:
-        - flake8 --version
-        # stop the build if there are Python syntax errors or undefined names
-        - flake8 . --count --select=E901,E999,F821,F822,F823 --show-source --statistics --exclude ckan
-        # exit-zero treats all errors as warnings.  The GitHub editor is 127 chars wide
-        - flake8 . --count --max-line-length=127 --statistics --exclude ckan
diff --git a/dev-requirements.txt b/dev-requirements.txt
index 48473f85..e4d62a15 100644
--- a/dev-requirements.txt
+++ b/dev-requirements.txt
@@ -2,3 +2,5 @@ flask==1.0.2
 ProgressBar==2.3
 nose
 mock
+pytest-ckan
+pytest-cov
\ No newline at end of file