On the ICE you trade future-contracts, not spot.
Oil(what sort of oil, btw) spot is traded like 99% of all other things on earth, OTC. If you want to do it, i suggest you setup oil-tanks and get pipeline-access, and you should be good to go;)
You wouldnt be looking for a FX-dealer for your...