You can paint an aluminum bumper on your Jeep to help it match your vehicle's colors. However, unless you're using the right paint and a good primer that sticks to aluminum, you'll have issues. Regular spray paints and other commonly available art supplies won’t work in the slightest when painting an aluminum bumper.