Shaving can remove some self tanner because it exfoliates the skin. However, there are ways to minimize how much tanner is removed, such as waiting 24 hours before shaving, using a new razor, avoiding the use of shaving foam or oil, and only pressing lightly with the razor as you shave your body hair off.