Armed with some Python and a white-hot sense of injustice, one medical student spent six months trying to figure out whether an algorithm trashed his job application.

Over the last decade, I've started three digital agencies, become the CEO of Profit Labs, and interviewed more than 500 candidates for jobs across those companies. I've learned that predicting how ...