diff --git a/.github/workflows/transfer.yml b/.github/workflows/transfer.yml
index 982b004..41716fa 100644
--- a/.github/workflows/transfer.yml
+++ b/.github/workflows/transfer.yml
@@ -59,6 +59,11 @@ jobs:
     runs-on: ubuntu-latest
     needs: scrape-page
     steps:
+      - name: Set up python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+
       - name: Checkout data repo
         uses: actions/checkout@v4
         with:
@@ -66,11 +71,6 @@ jobs:
           path: data
           token: ${{ secrets.PUSH_TOKEN }}
 
-      - name: Set up python
-        uses: actions/setup-python@v5
-        with:
-          python-version: '3.11'
-
       - name: Checkout scraping repo
         uses: actions/checkout@v4
         with:
@@ -87,15 +87,117 @@ jobs:
         run: |
           cat new-data/* | jq -s 'add | sort_by(.institution)' > data/transfer.json
 
-      - name: Convert to by-courses format
-        run: |
-          python scrapers/transfer_scraper/convert_json.py data/transfer.json data/transfer_by_course.json
-      
       - name: Commit data
         working-directory: data
         run: |
           git config user.name "Quatalog Updater"
           git config user.email "github_actions@quatalog.com"
-          git add transfer*.json
+          git add transfer.json
           git commit -m "$(date)" || exit 0
           git push
+
+      - name:
+        name: Scrape transfer and update file
+run-name: Scrape transfer and update file
+on:
+  workflow_dispatch:
+  schedule:
+    - cron: '0 10 * * *'
+
+jobs:
+  setup:
+    name: Get number of pages and set up scrape page jobs
+    runs-on: ubuntu-latest
+    steps:
+    - name: Create matrix parameters
+      id: matrix-params
+      run: |
+        NUM_PAGES="$(curl -H 'User-Agent: Mozilla/5.0 (X11; Linux x86_64; rv:122.0) Gecko/20100101 Firefox/122.0' 'https://tes.collegesource.com/publicview/TES_publicview01.aspx?rid=f080a477-bff8-46df-a5b2-25e9affdd4ed&aid=27b576bb-cd07-4e57-84d0-37475fde70ce' | grep -e 'lblInstWithEQPaginationInfo' | grep -Poie '(?<=of )[0-9]*')"
+        MATRIX_PARAMS="$(seq -s "," 1 "$NUM_PAGES")"
+        MATRIX_PARAMS="\"page\": $(sed -e 's/,/}, {"page": /g' <<< "$MATRIX_PARAMS")"
+        echo "matrix-params={\"include\": [{"$MATRIX_PARAMS"}]}" | tee $GITHUB_OUTPUT
+    outputs:
+      matrix-params: ${{ steps.matrix-params.outputs.matrix-params }}
+
+  scrape-page:
+    name: Scrape page
+    runs-on: ubuntu-latest
+    needs: setup
+    strategy:
+      matrix: ${{ fromJson(needs.setup.outputs.matrix-params) }}
+      fail-fast: true
+    steps:
+      - name: Checkout scraping repo
+        uses: actions/checkout@v4
+
+      - name: Set up python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+          cache: 'pip'
+
+      - name: Install dependencies
+        working-directory: transfer_scraper
+        run: |
+          python -m pip install --upgrade pip
+          pip install -r 'requirements.txt'
+
+      - name: Run scraper
+        working-directory: transfer_scraper
+        run: |
+          python3 scrape_page.py ${{ matrix.page }} transfer_${{ matrix.page }}.json
+
+      - name: Upload data to artifact
+        uses: actions/upload-artifact@v4
+        with:
+          name: transfer-page-${{ matrix.page }}
+          path: transfer_scraper/transfer_${{ matrix.page }}.json
+
+  commit-data:
+    name: Combine/convert and commit data
+    runs-on: ubuntu-latest
+    needs: scrape-page
+    steps:
+      - name: Set up python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+
+      - name: Checkout data repo
+        uses: actions/checkout@v4
+        with:
+          repository: quatalog/data
+          path: data
+          token: ${{ secrets.PUSH_TOKEN }}
+
+      - name: Checkout scraping repo
+        uses: actions/checkout@v4
+        with:
+          path: scrapers
+
+      - name: Download partial JSONs
+        uses: actions/download-artifact@v4
+        with:
+          pattern: transfer-page-*
+          merge-multiple: true
+          path: new-data
+
+      - name: Combine JSONs
+        run: |
+          cat new-data/* | jq -s 'add | sort_by(.institution)' > data/transfer.json
+
+      - name: Commit data
+        working-directory: data
+        run: |
+          git config user.name "Quatalog Updater"
+          git config user.email "github_actions@quatalog.com"
+          git add transfer.json
+          git commit -m "$(date)" || exit 0
+          git push
+
+      - name: Run CSV generator
+        run: |
+          curl -H "Accept: application/vnd.github.everest-preview+json" \
+              -H "Authorization: token ${{ secrets.PUSH_TOKEN }}" \
+              --request POST --data '{"event_type": "generate-csv"}' \
+              "https://api.github.com/repos/quatalog/quatalog/dispatches"