See here.
echo 'options nvidia "NVreg_RestrictProfilingToAdminUsers=0"' >> /etc/modprobe.d/nsys.conf
Then reload the NVIDIA driver.
To avoid permission issue due to conflict /tmp/nsight-compute-lock, set environment variable TMP to your own value before running ncu:
TMP=$HOME/tmp ncu ...