You're not seriously making the case that the government was hiring strictly based on merit are you?
Particularly if the tent is broadened to include traditional pre-Trumpian conservatives.
"Should" seems prescriptive.
Within a standard deviation of the mean general distribution for the US Federal service would be probable by the Central Limit Theorem.