People who apply to jobs they dont fill requirements for on average get better jobs - because many times it works. This is one of probable reasons between male and female career differences - women tend to apply where they dont fill all requirements less and consequently men who dont match them get more jobs.

As is now, rational behavior is to apply even if you are unqualified and hope it works, unfortunately.