Workers were on the last hole of pipe support installation. While placing mag drill in location on bottom side of I beam, worker inadvertently pushed the start button of the drill. Drill wrapped up worker's leather cut glove and thumb around bit. The worker immediately pulled their hand from the rotating bit. Worker on the ground saw what took place and unplugged the drill