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AI Engineer
Role familyBuild end-to-end AI applications, from model integration and evaluation to production monitoring.
Who moves into this role
- Software engineer
- Backend engineer
- Data engineer
Required skills
→ LLM APIs
→ Evaluation design
→ Production engineering
Evidence classification
Role family. This label describes the evidence reviewed in August 2026. It does not guarantee that every employer uses the same title or ownership boundary.
Frequently asked questions
What does a AI Engineer do?
Build end-to-end AI applications, from model integration and evaluation to production monitoring.
What skills does a AI Engineer need?
The core skills are: LLM APIs, Evaluation design, Production engineering.
How should I evaluate compensation for a AI Engineer?
Compare live postings with the same country, location or remote policy, level, employer type, and compensation components. A single disclosed range is not a market benchmark.