diff --git a/ci/build_wheel.sh b/ci/build_wheel.sh
index b1ede832da..0d91b8578e 100755
--- a/ci/build_wheel.sh
+++ b/ci/build_wheel.sh
@@ -1,5 +1,5 @@
 #!/bin/bash
-# Copyright (c) 2024, NVIDIA CORPORATION.
+# Copyright (c) 2024-2025, NVIDIA CORPORATION.
 
 set -euo pipefail
 
@@ -16,7 +16,7 @@ cd "${package_dir}"
 sccache --zero-stats
 
 rapids-logger "Building '${package_name}' wheel"
-python -m pip wheel \
+rapids-pip-retry wheel \
     -w dist \
     -v \
     --no-deps \
diff --git a/ci/build_wheel_cpp.sh b/ci/build_wheel_cpp.sh
index ca27717769..892057d5c0 100755
--- a/ci/build_wheel_cpp.sh
+++ b/ci/build_wheel_cpp.sh
@@ -1,5 +1,5 @@
 #!/bin/bash
-# Copyright (c) 2023-2024, NVIDIA CORPORATION.
+# Copyright (c) 2023-2025, NVIDIA CORPORATION.
 
 set -euo pipefail
 
@@ -16,7 +16,7 @@ rapids-dependency-file-generator \
 | tee /tmp/requirements-build.txt
 
 rapids-logger "Installing build requirements"
-python -m pip install \
+rapids-pip-retry install \
     -v \
     --prefer-binary \
     -r /tmp/requirements-build.txt
diff --git a/ci/test_wheel.sh b/ci/test_wheel.sh
index 46ae5cbcf2..0892578bad 100755
--- a/ci/test_wheel.sh
+++ b/ci/test_wheel.sh
@@ -1,5 +1,5 @@
 #!/bin/bash
-# Copyright (c) 2023-2024, NVIDIA CORPORATION.
+# Copyright (c) 2023-2025, NVIDIA CORPORATION.
 
 set -eou pipefail
 
@@ -9,7 +9,7 @@ RAPIDS_PY_CUDA_SUFFIX="$(rapids-wheel-ctk-name-gen ${RAPIDS_CUDA_VERSION})"
 RAPIDS_PY_WHEEL_NAME="libkvikio_${RAPIDS_PY_CUDA_SUFFIX}" rapids-download-wheels-from-s3 cpp ./dist
 RAPIDS_PY_WHEEL_NAME="kvikio_${RAPIDS_PY_CUDA_SUFFIX}" rapids-download-wheels-from-s3 python ./dist
 
-python -m pip install -v \
+rapids-pip-retry install -v \
   "$(echo ./dist/libkvikio_${RAPIDS_PY_CUDA_SUFFIX}*.whl)" \
   "$(echo ./dist/kvikio_${RAPIDS_PY_CUDA_SUFFIX}*.whl)[test]"