diff --git a/test/e2e_node/jenkins/gci-init-gpu.yaml b/test/e2e_node/jenkins/gci-init-gpu.yaml
index c8553395b62..6817a3bcd23 100644
--- a/test/e2e_node/jenkins/gci-init-gpu.yaml
+++ b/test/e2e_node/jenkins/gci-init-gpu.yaml
@@ -2,15 +2,12 @@
 
 runcmd:
   - modprobe configs
-  # Setup the installation target at make it executable
-  - mkdir -p /home/kubernetes/bin/nvidia
-  - mount --bind /home/kubernetes/bin/nvidia /home/kubernetes/bin/nvidia
-  - mount -o remount,exec /home/kubernetes/bin/nvidia
-  # Compile and install the nvidia driver (precompiled driver installation currently fails)
-  - docker run --net=host --pid=host -v /dev:/dev -v /:/root -v /home/kubernetes/bin/nvidia:/usr/local/nvidia -e NVIDIA_INSTALL_DIR_HOST=/home/kubernetes/bin/nvidia -e NVIDIA_INSTALL_DIR_CONTAINER=/usr/local/nvidia -e NVIDIA_DRIVER_VERSION=460.91.03 --privileged gcr.io/cos-cloud/cos-gpu-installer:latest
-  # Run the installer again, as on the first try it doesn't detect the libnvidia-ml.so
-  # on the second attempt we detect it and update the ld cache.
-  - docker run --net=host --pid=host -v /dev:/dev -v /:/root -v /home/kubernetes/bin/nvidia:/usr/local/nvidia -e NVIDIA_INSTALL_DIR_HOST=/home/kubernetes/bin/nvidia -e NVIDIA_INSTALL_DIR_CONTAINER=/usr/local/nvidia -e NVIDIA_DRIVER_VERSION=460.91.03 --privileged gcr.io/cos-cloud/cos-gpu-installer:latest
+  # Install GPU drivers - https://cloud.google.com/container-optimized-os/docs/how-to/run-gpus
+  - cos-extensions install gpu
+  - mount --bind /var/lib/nvidia /var/lib/nvidia
+  - mount -o remount,exec /var/lib/nvidia /var/lib/nvidia
+  # Run nvidia-smi to verify installation
+  - /var/lib/nvidia/bin/nvidia-smi
   # Remove build containers. They're very large.
   - docker rm -f $(docker ps -aq)
   # Standard installation proceeds