I have never found a way to 100% clean motor oil out of concrete.
I have tried soaps that break down oil but there is always some stain left behind.
Try a strong pine-sol mixture and soak, scrub and pressure wash. Dawn cuts oil good also.
Others may have a cure.
Let us know your results.