diff --git a/.github/workflows/build-wheel.yml b/.github/workflows/build-wheel.yml
index 283a0d462b..404d46224b 100644
--- a/.github/workflows/build-wheel.yml
+++ b/.github/workflows/build-wheel.yml
@@ -46,6 +46,11 @@ jobs:
         with:
           fetch-depth: 0
 
+      - name: Intall ccache
+        if: ${{ !startsWith(inputs.host-platform, 'win') }}
+        run:
+          sudo apt install -y ccache
+
       - name: Setup proxy cache
         uses: nv-gha-runners/setup-proxy-cache@main
         continue-on-error: true
@@ -72,6 +77,14 @@ jobs:
           SHA: ${{ github.sha }}
         run: ./ci/tools/env-vars build
 
+      - name: Setup ccache
+        id: cache-
+        uses: actions/cache@v4
+        with:
+          path: ${{ env.CCACHE_DIR }}
+          enableCrossOsArchive: true
+          key: ccache
+
       - name: Dump environment
         run: |
           env
@@ -130,6 +143,9 @@ jobs:
           CIBW_ENVIRONMENT_LINUX: >
             CUDA_PATH=/host/${{ env.CUDA_PATH }}
             CUDA_PYTHON_PARALLEL_LEVEL=${{ env.CUDA_PYTHON_PARALLEL_LEVEL }}
+            CC="/host${{ env.CCACHE_BIN }} cc"
+            CXX="/host${{ env.CCACHE_BIN }} c++"
+            CCACHE_DIR="/host${{ env.CCACHE_DIR }}"
           CIBW_ENVIRONMENT_WINDOWS: >
             CUDA_PATH="$(cygpath -w ${{ env.CUDA_PATH }})"
             CUDA_PYTHON_PARALLEL_LEVEL=${{ env.CUDA_PYTHON_PARALLEL_LEVEL }}
@@ -380,3 +396,8 @@ jobs:
           name: ${{ env.CUDA_CORE_ARTIFACT_NAME }}
           path: ${{ env.CUDA_CORE_ARTIFACTS_DIR }}/*.whl
           if-no-files-found: error
+
+      - name: Display ccache stats
+        if: ${{ !startsWith(inputs.host-platform, 'win') }}
+        run:
+          ccache -s
diff --git a/ci/tools/env-vars b/ci/tools/env-vars
index f7db5179d6..58356a4b6c 100755
--- a/ci/tools/env-vars
+++ b/ci/tools/env-vars
@@ -86,3 +86,8 @@ fi
   echo "CUDA_BINDINGS_ARTIFACTS_DIR=$(realpath "${REPO_DIR}/cuda_bindings/dist")"
   echo "CUDA_BINDINGS_CYTHON_TESTS_DIR=$(realpath "${REPO_DIR}/cuda_bindings/tests/cython")"
 } >> $GITHUB_ENV
+
+{
+  echo "CCACHE_BIN=$(which ccache)"
+  echo "CCACHE_DIR=${GITHUB_WORKSPACE}/.ccache"
+} >> $GITHUB_ENV