I built a machine learning model to predict who leaves tech jobs early. The results surprised me.

I went into this research convinced I already knew the answer. After more than a decade in People Analytics, the last few years at Meta, I had a working theory about why tech employees leave their jobs within the first year. Two things, I believed, were doing most of the damage: whether someone was…