Oil stains from concrete are one of the hardest to remove, however following these few hints can help.
Sprinkle the affected area with cat litter, and then rub the surface with a soft brick.
Or you can first sprinkle dry sand over the stain to absorb as much oil as possible.
Brush off, then wash with detergent.