Heat the oil in a large deep skillet or a wide pot over medium-high heat. Season the chicken thighs with salt and pepper on both sides, place them in the pan, and cook them for 2-3 minutes on each side, until they brown thoroughly. Remove chicken to a clean bowl, reserving any juices (at this point the chicken should not be fully cooked).