C.S.
It is probably keratosis pilaris. My son and I have it, too. Unfortunately, there is not much you can do. We have tried prescription lotions and they do help a little, but once you stop using the lotion, the bumps come right back.
We use scrub on them every other day and try to get a little sun to them, as they seem to be less noticeable in the summer.