Removing the fresh stain from the driveway will require a regular scrub brush, some liquid dish soap and water. All you need to do is squirt some liquid dish soap onto the stain and add some water. Be sure to wet down the surrounding concrete as well. This will prevent oil released during the cleaning process from causing a secondary stain. Scrub the stain vigorously and add enough water to make a rich lather of soap.

The soap will emulsify the oil and lift it out of the concrete. If you simply rinse the driveway the oil will pollute your yard or street. You may decide it is more environmentally responsible to blot up a majority of the dirty soap mixture with paper towels or a dry compound like cat litter and dispose of this in a certified landfill. There is a good chance your local waste collection service can accomplish this task for you.