I'd say 14-16 for bowhunting, 12 (at the lowest) for any other form of hunting.

Now, I'm sure there are 12 year olds out there who can pull heavy enough draw weights to hunt big game efficiently with a bow, can handle themselves alone, in the woods, in the dark, and can appreciate the danger associated with climbing 15-25' off the ground - I've just never met one.