diff --git a/.circleci/config.yml b/.circleci/config.yml
new file mode 100644
index 000000000000..6d8b5f533bee
--- /dev/null
+++ b/.circleci/config.yml
@@ -0,0 +1,57 @@
+version: 2
+jobs:
+  build:
+    docker:
+      - image: cimg/ruby:2.7-node
+    steps:
+      - run:
+          name: Checkout
+          command: |
+            git init
+            git remote add origin https://github.com/pytorch/pytorch.github.io
+            git fetch --depth 1
+            git checkout site
+      - restore_cache:
+          keys:
+            - pytorch-gem-cache-{{ checksum "Gemfile.lock" }}
+            - pytorch-gem-cache-
+      - run:
+          name: Bundle Install
+          command: |
+            bundle config set --local path 'vendor/bundle'
+            bundle install
+      - save_cache:
+          key: pytorch-gem-cache-{{ checksum "Gemfile.lock" }}
+          paths:
+            - vendor/bundle
+      - restore_cache:
+          keys:
+            - pytorch-yarn-{{ checksum "yarn.lock" }}
+            - pytorch-yarn-
+      - run:
+          name: Yarn Install
+          command: yarn install --cache-folder ~/.cache/yarn
+      - run:
+          name: Notedown Install
+          command: sudo apt update && sudo apt install python3-pip && sudo -H pip3 install pyrsistent==0.16 notedown pyyaml -Iv nbformat==5.7
+      - save_cache:
+          key: pytorch-yarn-{{ checksum "yarn.lock" }}
+          paths:
+            - ~/.cache/yarn
+      - run:
+          name: Configure CircleCI Bot
+          command: |
+            git config --global user.email "facebook-circleci-bot@users.noreply.github.com"
+            git config --global user.name "Website Deployment Script"
+      - run:
+          name: Build Jekyll site and push to master
+          command: ./scripts/deploy-site.sh build
+
+workflows:
+  version: 2
+  workflow-build:
+    jobs:
+      - build:
+          filters:
+            branches:
+              only: site