For a small crack or scratch in the paint I know you might be tempted to just leave the bumper on the car but removing it allows you to work at a better angle and more comfortably on a table or saw horse, protects the surrounding panels from damage during the repair, and saves you time by not having to mask the front of your car when it comes time for paint.