Lead AI Engineer
Core
Design, build, and productionize AI systems (including agentic ones) to speed up setup, troubleshooting, and improve measurement quality in semiconductor metrology tools.
Role type
Senior hands-on IC Lead AI Engineer
Builds
Production AI/ML systems, agent workflows, evaluation tooling, and reference architectures for metrology.
Domain
Semiconductor manufacturing / Metrology / AI
Deliverable
production ML models
Required skills
LLM-based systems (agents, tool calling, retrieval), deep learning (PyTorch), regression, anomaly detection, calibrated uncertainty, MLOps, Python, software engineering, AI-assisted development, software security
Preferred skills
Domain shift handling, CI/CD pipelines, static/dynamic analysis, Windows development
Technologies
PyTorch, Visual Studio
Responsibilities
Define AI strategy and reference architecture; write, test, and ship production code; design agent workflows for metrology lifecycle; connect agents to simulators and solvers; implement human-in-the-loop checkpoints and audit trails; deploy on-premises/air-gapped models; build evaluation harnesses; mentor engineers; translate fab problems into agent workflows.
Seniority
Senior, hands-on IC with technical leadership
