The market for AI engineers is flooded with candidates using identical language to describe fundamentally different roles, and hiring the wrong one can cost you six months of runway. This article breaks down the four distinct types of AI engineering talent, helps you identify which one your team actually needs, and shows you what to look for before you make an expensive mis-hire in one of the tightest talent markets in recent memory.