diff --git a/.ci/caffe2/test.sh b/.ci/caffe2/test.sh
index eaef1e3ebf88..7d1ce2fb4fa1 100755
--- a/.ci/caffe2/test.sh
+++ b/.ci/caffe2/test.sh
@@ -5,7 +5,7 @@ source "$(dirname "${BASH_SOURCE[0]}")/common.sh"
 
 if [[ ${BUILD_ENVIRONMENT} == *onnx* ]]; then
   pip install click mock tabulate networkx==2.0
-  pip -q install --user "file:///var/lib/jenkins/workspace/third_party/onnx#egg=onnx"
+  pip -q install "file:///var/lib/jenkins/workspace/third_party/onnx#egg=onnx"
 fi
 
 # Skip tests in environments where they are not built/applicable
@@ -147,8 +147,8 @@ export DNNL_MAX_CPU_ISA=AVX2
 if [[ "${SHARD_NUMBER:-1}" == "1" ]]; then
   # TODO(sdym@meta.com) remove this when the linked issue resolved.
   # py is temporary until https://github.com/Teemu/pytest-sugar/issues/241 is fixed
-  pip install --user py==1.11.0
-  pip install --user pytest-sugar
+  pip install py==1.11.0
+  pip install pytest-sugar
   # NB: Warnings are disabled because they make it harder to see what
   # the actual erroring test is
   "$PYTHON" \
diff --git a/.ci/onnx/test.sh b/.ci/onnx/test.sh
index a7d3b72c62a7..d42ca2c218de 100755
--- a/.ci/onnx/test.sh
+++ b/.ci/onnx/test.sh
@@ -19,7 +19,7 @@ git config --global --add safe.directory /var/lib/jenkins/workspace
 
 if [[ "$BUILD_ENVIRONMENT" == *onnx* ]]; then
   # TODO: This can be removed later once vision is also part of the Docker image
-  pip install -q --user --no-use-pep517 "git+https://github.com/pytorch/vision.git@$(cat .github/ci_commit_pins/vision.txt)"
+  pip install -q --no-use-pep517 "git+https://github.com/pytorch/vision.git@$(cat .github/ci_commit_pins/vision.txt)"
   # JIT C++ extensions require ninja, so put it into PATH.
   export PATH="/var/lib/jenkins/.local/bin:$PATH"
   # NB: ONNX test is fast (~15m) so it's ok to retry it few more times to avoid any flaky issue, we
diff --git a/.ci/pytorch/common_utils.sh b/.ci/pytorch/common_utils.sh
index 9c0e5242f433..3dbc2ece9e70 100644
--- a/.ci/pytorch/common_utils.sh
+++ b/.ci/pytorch/common_utils.sh
@@ -127,9 +127,9 @@ function install_torchaudio() {
   if [[ "$1" == "cuda" ]]; then
     # TODO: This is better to be passed as a parameter from _linux-test workflow
     # so that it can be consistent with what is set in build
-    TORCH_CUDA_ARCH_LIST="8.0;8.6" pip_install --no-use-pep517 --user "git+https://github.com/pytorch/audio.git@${commit}"
+    TORCH_CUDA_ARCH_LIST="8.0;8.6" pip_install --no-use-pep517 "git+https://github.com/pytorch/audio.git@${commit}"
   else
-    pip_install --no-use-pep517 --user "git+https://github.com/pytorch/audio.git@${commit}"
+    pip_install --no-use-pep517 "git+https://github.com/pytorch/audio.git@${commit}"
   fi
 
 }
@@ -139,8 +139,8 @@ function install_torchtext() {
   local text_commit
   data_commit=$(get_pinned_commit data)
   text_commit=$(get_pinned_commit text)
-  pip_install --no-use-pep517 --user "git+https://github.com/pytorch/data.git@${data_commit}"
-  pip_install --no-use-pep517 --user "git+https://github.com/pytorch/text.git@${text_commit}"
+  pip_install --no-use-pep517 "git+https://github.com/pytorch/data.git@${data_commit}"
+  pip_install --no-use-pep517 "git+https://github.com/pytorch/text.git@${text_commit}"
 }
 
 function install_torchvision() {
@@ -153,7 +153,7 @@ function install_torchvision() {
     echo 'char* dlerror(void) { return "";}'|gcc -fpic -shared -o "${HOME}/dlerror.so" -x c -
     LD_PRELOAD=${orig_preload}:${HOME}/dlerror.so
   fi
-  pip_install --no-use-pep517 --user "git+https://github.com/pytorch/vision.git@${commit}"
+  pip_install --no-use-pep517 "git+https://github.com/pytorch/vision.git@${commit}"
   if [ -n "${LD_PRELOAD}" ]; then
     LD_PRELOAD=${orig_preload}
   fi
@@ -173,7 +173,7 @@ function install_torchrec_and_fbgemm() {
 
   if [[ "$BUILD_ENVIRONMENT" == *rocm* ]] ; then
     # install torchrec first because it installs fbgemm nightly on top of rocm fbgemm
-    pip_install --no-use-pep517 --user "git+https://github.com/pytorch/torchrec.git@${torchrec_commit}"
+    pip_install --no-use-pep517 "git+https://github.com/pytorch/torchrec.git@${torchrec_commit}"
     pip_uninstall fbgemm-gpu-nightly
 
     pip_install tabulate  # needed for newer fbgemm
@@ -190,8 +190,8 @@ function install_torchrec_and_fbgemm() {
     rm -rf fbgemm
   else
     # See https://github.com/pytorch/pytorch/issues/106971
-    CUDA_PATH=/usr/local/cuda-12.1 pip_install --no-use-pep517 --user "git+https://github.com/pytorch/FBGEMM.git@${fbgemm_commit}#egg=fbgemm-gpu&subdirectory=fbgemm_gpu"
-    pip_install --no-use-pep517 --user "git+https://github.com/pytorch/torchrec.git@${torchrec_commit}"
+    CUDA_PATH=/usr/local/cuda-12.1 pip_install --no-use-pep517 "git+https://github.com/pytorch/FBGEMM.git@${fbgemm_commit}#egg=fbgemm-gpu&subdirectory=fbgemm_gpu"
+    pip_install --no-use-pep517 "git+https://github.com/pytorch/torchrec.git@${torchrec_commit}"
   fi
 }
 
@@ -234,7 +234,7 @@ function checkout_install_torchbench() {
 function install_torchao() {
   local commit
   commit=$(get_pinned_commit torchao)
-  pip_install --no-use-pep517 --user "git+https://github.com/pytorch/ao.git@${commit}"
+  pip_install --no-use-pep517 "git+https://github.com/pytorch/ao.git@${commit}"
 }
 
 function print_sccache_stats() {
diff --git a/.ci/pytorch/test.sh b/.ci/pytorch/test.sh
index 7b7e1970f72e..77004a176485 100755
--- a/.ci/pytorch/test.sh
+++ b/.ci/pytorch/test.sh
@@ -201,7 +201,7 @@ fi
 
 if [[ "$BUILD_ENVIRONMENT" != *-bazel-* ]] ; then
   # JIT C++ extensions require ninja.
-  pip_install --user "ninja==1.10.2"
+  pip_install "ninja==1.10.2"
   # ninja is installed in $HOME/.local/bin, e.g., /var/lib/jenkins/.local/bin for CI user jenkins
   # but this script should be runnable by any user, including root
   export PATH="$HOME/.local/bin:$PATH"
@@ -496,7 +496,7 @@ DYNAMO_BENCHMARK_FLAGS=()
 
 pr_time_benchmarks() {
 
-  pip_install --user "fbscribelogger"
+  pip_install "fbscribelogger"
 
   TEST_REPORTS_DIR=$(pwd)/test/test-reports
   mkdir -p "$TEST_REPORTS_DIR"
@@ -1471,8 +1471,8 @@ test_bazel() {
 
 test_benchmarks() {
   if [[ "$BUILD_ENVIRONMENT" == *cuda* && $TEST_CONFIG != *nogpu* ]]; then
-    pip_install --user "pytest-benchmark==3.2.3"
-    pip_install --user "requests"
+    pip_install "pytest-benchmark==3.2.3"
+    pip_install "requests"
     BENCHMARK_DATA="benchmarks/.data"
     mkdir -p ${BENCHMARK_DATA}
     pytest benchmarks/fastrnns/test_bench.py --benchmark-sort=Name --benchmark-json=${BENCHMARK_DATA}/fastrnns_default.json --fuser=default --executor=default