diff --git a/build.sh b/build.sh
index c2eba134c35..8b3add1dddd 100755
--- a/build.sh
+++ b/build.sh
@@ -185,12 +185,9 @@ if buildAll || hasArg libcudf; then
     fi
 
     # get the current count before the compile starts
-    FILES_IN_CCACHE=""
-    if [[ "$BUILD_REPORT_INCL_CACHE_STATS" == "ON" && -x "$(command -v ccache)" ]]; then
-        FILES_IN_CCACHE=$(ccache -s | grep "files in cache")
-        echo "$FILES_IN_CCACHE"
-        # zero the ccache statistics
-        ccache -z
+    if [[ "$BUILD_REPORT_INCL_CACHE_STATS" == "ON" && -x "$(command -v sccache)" ]]; then
+        # zero the sccache statistics
+        sccache --zero-stats
     fi
 
     cmake -S $REPODIR/cpp -B ${LIB_BUILD_DIR} \
@@ -216,11 +213,12 @@ if buildAll || hasArg libcudf; then
         echo "Formatting build metrics"
         python ${REPODIR}/cpp/scripts/sort_ninja_log.py ${LIB_BUILD_DIR}/.ninja_log --fmt xml > ${LIB_BUILD_DIR}/ninja_log.xml
         MSG="<p>"
-        # get some ccache stats after the compile
-        if [[ "$BUILD_REPORT_INCL_CACHE_STATS"=="ON" && -x "$(command -v ccache)" ]]; then
-           MSG="${MSG}<br/>$FILES_IN_CCACHE"
-           HIT_RATE=$(ccache -s | grep "cache hit rate")
-           MSG="${MSG}<br/>${HIT_RATE}"
+        # get some sccache stats after the compile
+        if [[ "$BUILD_REPORT_INCL_CACHE_STATS" == "ON" && -x "$(command -v sccache)" ]]; then
+           COMPILE_REQUESTS=$(sccache -s | grep "Compile requests \+ [0-9]\+$" | awk '{ print $NF }')
+           CACHE_HITS=$(sccache -s | grep "Cache hits \+ [0-9]\+$" | awk '{ print $NF }')
+           HIT_RATE=$(echo - | awk "{printf \"%.2f\n\", $CACHE_HITS / $COMPILE_REQUESTS * 100}")
+           MSG="${MSG}<br/>cache hit rate ${HIT_RATE} %"
         fi
         MSG="${MSG}<br/>parallel setting: $PARALLEL_LEVEL"
         MSG="${MSG}<br/>parallel build time: $compile_total seconds"
diff --git a/ci/cpu/build.sh b/ci/cpu/build.sh
index 6f19f174da0..574a55d26b6 100755
--- a/ci/cpu/build.sh
+++ b/ci/cpu/build.sh
@@ -31,6 +31,10 @@ if [[ "$BUILD_MODE" = "branch" && "$SOURCE_BRANCH" = branch-* ]] ; then
   export VERSION_SUFFIX=`date +%y%m%d`
 fi
 
+export CMAKE_CUDA_COMPILER_LAUNCHER="sccache"
+export CMAKE_CXX_COMPILER_LAUNCHER="sccache"
+export CMAKE_C_COMPILER_LAUNCHER="sccache"
+
 ################################################################################
 # SETUP - Check environment
 ################################################################################
@@ -77,6 +81,8 @@ if [ "$BUILD_LIBCUDF" == '1' ]; then
   gpuci_conda_retry build --no-build-id --croot ${CONDA_BLD_DIR} conda/recipes/libcudf $CONDA_BUILD_ARGS
   mkdir -p ${CONDA_BLD_DIR}/libcudf/work
   cp -r ${CONDA_BLD_DIR}/work/* ${CONDA_BLD_DIR}/libcudf/work
+  gpuci_logger "sccache stats"
+  sccache --show-stats
 
   # Copy libcudf build metrics results
   LIBCUDF_BUILD_DIR=$CONDA_BLD_DIR/libcudf/work/cpp/build
diff --git a/ci/gpu/build.sh b/ci/gpu/build.sh
index d5fb7451769..6a5c28faeff 100755
--- a/ci/gpu/build.sh
+++ b/ci/gpu/build.sh
@@ -36,6 +36,10 @@ export DASK_DISTRIBUTED_GIT_TAG='2022.01.0'
 # ucx-py version
 export UCX_PY_VERSION='0.25.*'
 
+export CMAKE_CUDA_COMPILER_LAUNCHER="sccache"
+export CMAKE_CXX_COMPILER_LAUNCHER="sccache"
+export CMAKE_C_COMPILER_LAUNCHER="sccache"
+
 ################################################################################
 # TRAP - Setup trap for removing jitify cache
 ################################################################################
diff --git a/conda/recipes/libcudf/meta.yaml b/conda/recipes/libcudf/meta.yaml
index 2cbe5173de0..70c020d4abd 100644
--- a/conda/recipes/libcudf/meta.yaml
+++ b/conda/recipes/libcudf/meta.yaml
@@ -22,13 +22,15 @@ build:
     - PARALLEL_LEVEL
     - VERSION_SUFFIX
     - PROJECT_FLASH
-    - CCACHE_DIR
-    - CCACHE_NOHASHDIR
-    - CCACHE_COMPILERCHECK
     - CMAKE_GENERATOR
     - CMAKE_C_COMPILER_LAUNCHER
     - CMAKE_CXX_COMPILER_LAUNCHER
     - CMAKE_CUDA_COMPILER_LAUNCHER
+    - SCCACHE_S3_KEY_PREFIX=libcudf-aarch64 # [aarch64]
+    - SCCACHE_S3_KEY_PREFIX=libcudf-linux64 # [linux64]
+    - SCCACHE_BUCKET=rapids-sccache
+    - SCCACHE_REGION=us-west-2
+    - SCCACHE_IDLE_TIMEOUT=32768
   run_exports:
     - {{ pin_subpackage("libcudf", max_pin="x.x") }}