This is the secretary problem [1] from optimal stopping theory, but it doesn't apply to hiring because you can wait until the end to make a decision once you've seen everyone.
The main problem here indicated by OP isn't explore/exploit, it's that the ordering of candidates seemingly distorts their rating of them.