With the right ammo and within practical ranges why not? I've killed a couple deer with a 7.62x39. They were close shots though with soft pointed ammo not military hardball. I prefer modern bolt actions with more powerful rounds, but I have killed deer with SKS's, Swiss K31's as well as other military arms. You can find a much better hunting rifle than one of the AK variants, but they will work.