Systemd: how to keep the timer active after reboot?

You activate SystemD units permanently with enable:

sudo systemctl enable reboot.timer

Note: start only starts them one time, and enable don't start them right away (only at next boot). You can combine both with the --now option:

sudo systemctl enable --now reboot.timer

will permanently activate the unit and starts it immediately.