Sounds like you are using a turret press. If so there are a couple ways to check a powder charge without removing the case from the press. The easiest, for me, is to use a powder check die.

The shorter auto cases are generally pretty easy to see the powder level without resorting to special lights. You do have to look EVERY time before seating a bullet though.