Does a higher qualification translate to a higher salary?

Your higher qualifications do translate to higher pay, however to a small extent. What higher qualifications allow you to be able to do, is work for an institution of higher learning, that is, a College or a University.

Working for such institutions affords you access to a wider range of additional opportunities.