More crucially, do all desks have a job profile?” At least in the banks that I have  2  BIS central bankers’ speeches  worked I have not seen a detailed job role of each individual or a job profile of each desk.
Unless you do that, I am not sure how you can be sure of the number of people that you need. Defining job role of each desk would also enable an assessment of the skill sets required to man that desk.