In my experience, just having a degree at all (in CS, Eng, IT/MIS, but even math, music, languages) isn’t a terribly strong predictor within the field. It’s mostly used, by those who do, again ime, to filter out against lack of commitment/perseverance/grit.

Personally I feel I get much more signal talking to people about their particular passions, accomplishments, struggles, and ideas.