What kind of oil? Hopefully not something toxic to gliders!
I second the dawn dish soap bath. Just keep water away from his face, use wet fingers on his head and rub. You can rinse and wash him under the tap. Keep him in his bonding bag or on you until he dries off. And have your vet on speed dial in case he injested some toxic oil (like cinnamon).