diff --git a/ci/cpu/build.sh b/ci/cpu/build.sh
index 80e0600fef..2ae382ec65 100755
--- a/ci/cpu/build.sh
+++ b/ci/cpu/build.sh
@@ -34,6 +34,10 @@ fi
 # 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"
+
 ################################################################################
 # SETUP - Check environment
 ################################################################################
@@ -80,7 +84,6 @@ fi
 ################################################################################
 # BUILD - Conda package builds (conda deps: libcuml <- cuml)
 ################################################################################
-
 if [[ -z "$PROJECT_FLASH" || "$PROJECT_FLASH" == "0" ]]; then
   if [ "$BUILD_LIBCUML" == '1' -o "$BUILD_CUML" == '1' ]; then
     gpuci_logger "Build conda pkg for libcuml"
@@ -94,6 +97,8 @@ else
     mv ${CONDA_BLD_DIR}/work/ ${CONDA_BLD_DIR}/libcuml/work
   fi
 fi
+gpuci_logger "sccache stats"
+sccache --show-stats
 
 if [ "$BUILD_CUML" == '1' ]; then
   if [[ -z "$PROJECT_FLASH" || "$PROJECT_FLASH" == "0" ]]; then
diff --git a/ci/gpu/build.sh b/ci/gpu/build.sh
index b941e2641e..85bd29c631 100755
--- a/ci/gpu/build.sh
+++ b/ci/gpu/build.sh
@@ -34,6 +34,10 @@ export MINOR_VERSION=`echo $GIT_DESCRIBE_TAG | grep -o -E '([0-9]+\.[0-9]+)'`
 # 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"
+
 ################################################################################
 # SETUP - Check environment
 ################################################################################
diff --git a/conda/recipes/libcuml/meta.yaml b/conda/recipes/libcuml/meta.yaml
index 9f395b637b..bcdbdeb2bf 100644
--- a/conda/recipes/libcuml/meta.yaml
+++ b/conda/recipes/libcuml/meta.yaml
@@ -24,13 +24,15 @@ 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=libcuml-aarch64 # [aarch64]
+    - SCCACHE_S3_KEY_PREFIX=libcuml-linux64 # [linux64]
+    - SCCACHE_BUCKET=rapids-sccache
+    - SCCACHE_REGION=us-west-2
+    - SCCACHE_IDLE_TIMEOUT=32768
 
 requirements:
   build: