Fault Detection & Classification (FDC) Data Science Engineer
Core
Lead the development, testing, and deployment of AI and data-driven solutions for Fault Detection & Classification (FDC) systems to detect and analyze process/equipment anomalies in semiconductor fabrication.
Role type
Senior IC Data Science Engineer (Semiconductor FDC)
Builds
FDC systems for early detection of process/equipment anomalies
Domain
Semiconductor manufacturing / Industrial IoT
Deliverable
production ML models
Required skills
Data science, machine learning, FDC system development, system integration, data analysis, model deployment
Preferred skills
Semiconductor industry experience, FDC domain expertise
Technologies
AI frameworks, data analysis tools
Responsibilities
Lead development and deployment of AI solutions for FDC; oversee FDC system implementation and maintenance; integrate FDC with factory systems; analyze data trends to drive improvements; collaborate on new fault detection models
Seniority
Senior, hands-on IC