Research asks what's possible. This asks what's useful.
POSITION ON THE USES → BUILDS AXIS · 66% TOWARD BUILD
The Applied AI Engineer — sometimes Generative AI Developer — is the broad, practical builder: someone who puts generative models to work on real tasks and ships the result.
It is the catch-all on many job boards, and an honest one: the emphasis is on application over theory, outcome over novelty.
Less concerned with advancing the frontier, more with the unglamorous, valuable work of making today's models do something worth doing.