Illogical = fallacious
Non-logical = extralogical, e.g. idiosyncratic preference

Completely reasonable.

I'd say, by the way, that hiring a better personality fit despite lower qualifications is utterly, utterly logical, and that dismissing personality factors is illogical in the extreme. I have HR research to back me up, too. :-D