The hard way: write your own systemd unit file.
The easy way:
Startup: /etc/rc.local
Shutdown: put your script or symlink in /lib/systemd/system-shutdown/ (fyi that is really right before halting the system. Filesystems e.g. are already read-only when scripts in that directory are called.