Role library / Technology & Engineering
AI Engineer
Where The Architect (Insight × Craft) thrives.
AI Engineers build products on top of foundation models — they design RAG pipelines and agent workflows, wire LLMs into applications through APIs, and run the evals that keep them reliable. Unlike an ML engineer who trains models, they build with pre-trained ones: the craft is software engineering, applied to AI.
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Force signature of this role
This role leans on craft and insight — the classic Architect bridge.
Core skills
Who thrives here
The Architect — “I build on evidence, not vibes.” People who bridge Insight × Craft tend to fit this role. See the Insight × Craft bridge →
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