If I needed spotless hands after working in black diesel motor oil, I washed my hands in diesel fuel, then used GO-JO, followed by BORAXO(?) powdered hand cleaner and a scrub brush.....finally just plain soap and some more of the brush.
That even got out last weeks black that was still in the cracks.