Tom, I would first coat the stain with automotive transmission fluid & scour with a brush. This often cuts the oil loose. The oil can then be wiped up & the concrete cleaned with laundry detergent.
Different people will have different opinions; this one has worked well for me.
© 2017 Renovate Your World LLC