Yes. A PhD can work at Starbucks in a pinch, but a guy with skills sufficient only for manual labor can't take advantage of a software engineer shortage. So, even if you presume (wrongly) that employers place no value in skills un-necessary for the job at hand and instead choose randomly among applicants, this disparity would exist.
