Tips from board-certified dermatologists to help clear tiny, rough-feeling bumps on the arms and thighs The start of summer means more tank tops and shorts, and for some people, a pesky new skin condition they may not have noticed before. Keratosis pilaris causes tiny, rough feeling bumps to appear