the odds of it actually catching fire are slim, unless of course the exhaust was hot prior to the oil spilling on it.
with it on a cold exhaust it will slowly bake off as the exhaust warms up.
i almost set a volvo on fire years ago while putting oil in it at the gas station.
hehe