diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
new file mode 100644
index 00000000..0c83e53e
--- /dev/null
+++ b/.github/workflows/build.yml
@@ -0,0 +1,42 @@
+name: Build
+
+on:
+  push:
+    branches-ignore:
+      - "dependabot/**"
+    paths:
+      - ".github/workflows/build.yml"
+      - "docker/**"
+      - "*.sh"
+  pull_request:
+    paths:
+      - ".github/workflows/build.yml"
+      - "docker/**"
+      - "build.sh"
+
+jobs:
+  build:
+    name: manylinux1_${{ matrix.platform }}
+    runs-on: ubuntu-20.04
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - platform: "i686"
+          - platform: "x86_64"
+
+    env:
+      PLATFORM: ${{ matrix.platform }}
+      COMMIT_SHA: ${{ github.sha }}
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+      - name: Build
+        run: ./build.sh
+      - name: Deploy
+        if: github.event_name == 'push' && github.ref == 'refs/heads/manylinux1' && github.repository == 'pypa/manylinux'
+        run: ./deploy.sh
+        env:
+          QUAY_USERNAME: ${{ secrets.QUAY_USERNAME }}
+          QUAY_PASSWORD: ${{ secrets.QUAY_PASSWORD }}
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index 7247e550..00000000
--- a/.travis.yml
+++ /dev/null
@@ -1,35 +0,0 @@
-language: c
-os: linux
-dist: bionic
-services:
-  - docker
-
-# Don't build the pyup- or depandabot branches that pyup.io / dependabot creates; it's redundant
-# with the PR builds that Travis also does.
-branches:
-  except:
-    - /^pyup-/
-    - /^dependabot/
-
-env:
-  global:
-    # QUAY_USERNAME and QUAY_PASSWORD for docker image upload
-    - secure: "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"
-    - secure: "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"
-
-
-jobs:
-  include:
-    - env: PLATFORM="i686"
-    - env: PLATFORM="x86_64"
-
-script:
-  - PLATFORM=$PLATFORM TRAVIS_COMMIT=$TRAVIS_COMMIT ./build.sh
-
-
-deploy:
-  provider: script
-  script: docker/deploy.sh
-  on:
-    branch: manylinux1
-    repo: pypa/manylinux
diff --git a/build.sh b/build.sh
index d501535e..e20e4559 100755
--- a/build.sh
+++ b/build.sh
@@ -4,4 +4,4 @@
 set -ex
 
 docker/build_scripts/prefetch.sh perl openssl curl
-docker build --rm -t quay.io/pypa/manylinux1_$PLATFORM:$TRAVIS_COMMIT -f docker/Dockerfile-$PLATFORM docker/
+docker build --rm -t quay.io/pypa/manylinux1_${PLATFORM}:${COMMIT_SHA} -f docker/Dockerfile-${PLATFORM} docker/
diff --git a/deploy.sh b/deploy.sh
new file mode 100755
index 00000000..f216714e
--- /dev/null
+++ b/deploy.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+tag="quay.io/pypa/manylinux1_$PLATFORM"
+build_id=$(git show -s --format=%cd-%h --date=short ${COMMIT_SHA})
+
+docker login -u $QUAY_USERNAME -p $QUAY_PASSWORD quay.io
+docker tag ${tag}:${COMMIT_SHA} ${tag}:${build_id}
+docker tag ${tag}:${COMMIT_SHA} ${tag}:latest
+docker push ${tag}:${build_id}
+docker push ${tag}:latest
diff --git a/docker/deploy.sh b/docker/deploy.sh
deleted file mode 100755
index d209ac60..00000000
--- a/docker/deploy.sh
+++ /dev/null
@@ -1,9 +0,0 @@
-#!/bin/bash
-tag="quay.io/pypa/manylinux1_$PLATFORM"
-build_id=$(git show -s --format=%cd-%h --date=short $TRAVIS_COMMIT)
-
-docker login -u $QUAY_USERNAME -p $QUAY_PASSWORD quay.io
-docker tag ${tag}:${TRAVIS_COMMIT} ${tag}:${build_id}
-docker tag ${tag}:${TRAVIS_COMMIT} ${tag}:latest
-docker push ${tag}:${build_id}
-docker push ${tag}:latest