Industrial Plant Reliability & Maintenance Expert (AI Evaluation)
Core
Review a simulated industrial plant benchmark for AI evaluation, assessing realism of synthetic sensor data, environments, and fault/maintenance scenarios.
Role type
Senior IC industrial plant reliability and maintenance expert (AI evaluation)
Builds
Simulated industrial plant benchmarks for AI evaluation
Domain
Industrial manufacturing + AI evaluation
Deliverable
production ML models
Required skills
Rotating equipment maintenance, condition monitoring, vibration analysis, fault signature analysis, historian data analysis, P&ID interpretation, maintenance economics
Preferred skills
Centrifugal pumps, motors, suction strainers, coolers, shutdown tradeoffs
Technologies
Historian data, P&IDs
Responsibilities
Review simulated plant benchmark, provide feedback on synthetic sensor-data generation, review fault and maintenance scenarios for diagnosability and ground truth
Seniority
Senior, hands-on IC
