My makeup just slides off?

Above my mouth/under my nose, above & under my brows, and sometimes on my chin- my makeup just seems to slide off. My whole face will be covered in foundation & then these areas are the natural color of my face. Does this happen to anyone else? My face is pretty oily. How do you guys make makeup stay in those areas?