Fault Detection & Classification (FDC) Data Science Engineer
Core
Lead the development, testing, and deployment of AI and data-driven solutions for the Fault Detection & Classification system to detect and analyze process/equipment anomalies in semiconductor fabrication.
Role type
Senior IC Data Science Engineer (Semiconductor FDC)
Builds
FDC systems for advanced semiconductor fabrication factories
Domain
Semiconductor manufacturing / Industrial IoT
Deliverable
production ML models
Required skills
Machine learning, data analysis, statistics, project management, system integration, cross-functional collaboration
Preferred skills
Semiconductor industry experience, FDC system experience, leading complex projects
Technologies
AI, data-driven solutions
Responsibilities
Lead development and deployment of AI solutions for FDC; oversee FDC system implementation and maintenance; manage system evolution and factory integration; drive continuous improvement via data analysis; collaborate on new model development
Seniority
Senior, hands-on IC with leadership responsibilities
