AI Engineers design, build, and deploy production AI systems — combining ML modelling, prompt engineering, and platform engineering to ship LLM-powered features inside real products. The role spans model selection, fine-tuning, evaluation harnesses, retrieval-augmented generation, agent frameworks, and the surrounding infrastructure (vector stores, eval pipelines, observability). 2024-2026 saw the role split from generic ML into a distinct, well-paid specialty.