Damage scales up at half your level, but not as a bonus to your damage, you simply gain +1 to all your attribute modifiers every even level. This means your Str, Con, Dex, Int, Wis, and Cha modifiers all increase as you level.
A level 16 Wizard will be doing a lot more damage with Magic...