Is it normal for Wi-Fi to always be on?
Wi-Fi is usually turned ON or OFF manually. If it's turned on, and it's not in use or phone is considered sleeping, it's still running.

You might want to check with the CyanogenMod forums if there is any Wi-Fi issue for that version.