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AI Evaluation Engineer
Role familyBuild the continuous measurement layer for AI quality, regressions, and production behavior.
Who moves into this role
- Backend engineer
- QA engineer
- ML engineer
Required skills
→ Experiment design
→ Evaluation pipelines
→ Production telemetry
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 Evaluation Engineer do?
Build the continuous measurement layer for AI quality, regressions, and production behavior.
What skills does a AI Evaluation Engineer need?
The core skills are: Experiment design, Evaluation pipelines, Production telemetry.
How should I evaluate compensation for a AI Evaluation 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.