Experienced Yield Analysis Engineer
Core
Monitor wafer manufacturing processes, drive yield enhancement, and investigate process excursions in semiconductor fabrication.
Role type
Senior IC yield analysis and process control engineer
Builds
Production ML models for predictive yield modeling and automated analytics pipelines
Domain
Semiconductor manufacturing (CMOS fabrication)
Deliverable
production ML models
Required skills
Statistical process control (SPC), data mining, root cause analysis, electrical parametric testing, defect inspection mechanisms, Python, JMP, SQL
Preferred skills
Machine learning, advanced data science techniques
Technologies
Python, JMP, SQL
Responsibilities
Develop and validate complex yield prediction models correlating metrology, defect inspection, and FDC metrics; Forecast yield trajectories for ramping and mature technology nodes; Drive end-to-end yield performance via advanced data analysis; Lead root cause analysis correlating electrical signatures with physical defects; Build sophisticated yield models and automated analytics pipelines; Define strategic yield roadmaps, KPIs, and improvement strategies.
Seniority
Senior, hands-on IC
