What is the difference between an applied scientist and an AI engineer?

An applied scientist runs experiments and produces research artifacts (papers, model cards, eval reports). An AI engineer ships systems that customers use. Both roles operate on the same technical surface but optimize for different deliverables. Compensation is comparable; the choice is about whether you would rather publish or ship.