According to the Cambridge dictionary a profession is:
any type of work which needs special training or a particular skill, often one which is respected because it involves a high level of education
and a tradesman is:
someone who works in a trade which needs skill at using your hands, usually in the building industry
Now you decide which applies to an aircraft crew...