In an ovenproof skillet over medium-low heat, brown the duck, fat-side down, for 10 minutes. Season with salt and pepper. Remove any excess fat from the skillet. Turn the duck breasts over and transfer the skillet to the oven. Bake for 7 minutes for medium-rare. Transfer to a plate and set side.