One thing to remember is that with only small exceptions, pilots for the US military were, and are, officers.
And even in the 50s that meant having a college degree. So while it is certainly not beyond the pale that some groups were discouraged from applying, the larger gatekeeper would have been higher education in general.
Since if you weren't in school you couldn't join ROTC, or later apply for OCS.