Are you looking to remove the stain entirely or just the surface oil ?
For concrete floor areas in garages and engineering I use “shift” from Hugh crane - we apply it and rotary scrub the area then rinse down
There must be equivalent chem by others - the Hugh crane shift is around £35 for 25 ltrs. ( last time I brought it )
Darran