Sorry, I was wrong to refer to singular v plural. I should have referred to the noun and the verb. Therefore in the UK: to obtain a licence you must apply to the licensing dept. The licence to sell alcohol must be displayed prominently in the restaurant. The restaurant is licensed to sell alcohol.
The US uses one spelling always with the 's'. So the "FAA License" with the 's' will be correct.