diff --git a/ci/check-cuda-dependencies.sh b/ci/check-cuda-dependencies.sh
new file mode 100644
index 0000000000..3fe91ebbb4
--- /dev/null
+++ b/ci/check-cuda-dependencies.sh
@@ -0,0 +1,32 @@
+#!/bin/bash
+#
+# Copyright (c) 2024, NVIDIA CORPORATION. All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+# common script to help check if libcudf.so has dynamical link to cuda libs
+
+set -exo pipefail
+
+jar_path=$1
+tmp_path=/tmp/"jni-$(date "+%Y%m%d%H%M%S")"
+unzip -j "${jar_path}" "*64/Linux/libcudf.so" -d "${tmp_path}"
+
+if objdump -p "${tmp_path}/libcudf.so" | grep NEEDED | grep -q cuda; then
+    echo "dynamical link to CUDA lib found in libcudf.so..."
+    ldd "${tmp_path}/libcudf.so"
+    exit 1
+else
+    echo "no dynamical link to CUDA lib found in libcudf.so"
+fi
diff --git a/ci/nightly-build.sh b/ci/nightly-build.sh
index 8a3c2dbacf..66b3e450aa 100755
--- a/ci/nightly-build.sh
+++ b/ci/nightly-build.sh
@@ -29,6 +29,7 @@ USE_GDS=${USE_GDS:-ON}
 USE_SANITIZER=${USE_SANITIZER:-ON}
 BUILD_FAULTINJ=${BUILD_FAULTINJ:-ON}
 ARM64=${ARM64:-false}
+artifact_suffix="${CUDA_VER}"
 
 profiles="source-javadoc"
 if [ "${ARM64}" == "true" ]; then
@@ -36,6 +37,7 @@ if [ "${ARM64}" == "true" ]; then
   USE_GDS="OFF"
   USE_SANITIZER="ON"
   BUILD_FAULTINJ="OFF"
+  artifact_suffix="${artifact_suffix}-arm64"
 fi
 
 ${MVN} clean package ${MVN_MIRROR}  \
@@ -45,3 +47,6 @@ ${MVN} clean package ${MVN_MIRROR}  \
   -DUSE_GDS=${USE_GDS} -Dtest=*,!CuFileTest,!CudaFatalTest,!ColumnViewNonEmptyNullsTest \
   -DBUILD_TESTS=ON -DBUILD_FAULTINJ=${BUILD_FAULTINJ} -Dcuda.version=$CUDA_VER \
   -DUSE_SANITIZER=${USE_SANITIZER}
+
+build_name=$($MVN help:evaluate -Dexpression=project.build.finalName -q -DforceStdout)
+. ci/check-cuda-dependencies.sh "target/${build_name}-${artifact_suffix}.jar"
diff --git a/ci/premerge-build.sh b/ci/premerge-build.sh
index e3adc10b3e..7a760dafee 100755
--- a/ci/premerge-build.sh
+++ b/ci/premerge-build.sh
@@ -28,3 +28,6 @@ ${MVN} verify ${MVN_MIRROR} \
   -Dlibcudf.build.configure=true \
   -DUSE_GDS=ON -Dtest=*,!CuFileTest,!CudaFatalTest,!ColumnViewNonEmptyNullsTest \
   -DBUILD_TESTS=ON
+
+build_name=$($MVN help:evaluate -Dexpression=project.build.finalName -q -DforceStdout)
+. ci/check-cuda-dependencies.sh "target/${build_name}-cuda11.jar"
diff --git a/ci/submodule-sync.sh b/ci/submodule-sync.sh
index 9794d40a0f..a5ff64ed2a 100755
--- a/ci/submodule-sync.sh
+++ b/ci/submodule-sync.sh
@@ -88,6 +88,9 @@ else
   echo "Test failed, will update the result"
 fi
 
+build_name=$($MVN help:evaluate -Dexpression=project.build.finalName -q -DforceStdout)
+. ci/check-cuda-dependencies.sh "target/${build_name}-cuda11.jar"
+
 LIBCUDF_BUILD_PATH=$(${MVN} help:evaluate -Dexpression=libcudf.build.path -q -DforceStdout)
 # Extract the rapids-cmake sha1 that we need to pin too
 rapids_cmake_sha=$(git -C ${LIBCUDF_BUILD_PATH}/_deps/rapids-cmake-src/ rev-parse HEAD)