QE PCS FDC Engineer (Fault Detection and Classification)
Core
Develop and optimize Fault Detection and Classification (FDC) systems for semiconductor manufacturing equipment to minimize product impact from anomalies and improve yield.
Role type
FDC Engineer (Fault Detection and Classification)
Builds
FDC controllers, monitoring solutions, and data analysis pipelines for semiconductor fabs.
Domain
Semiconductor manufacturing / Process Control
Deliverable
production ML models
Required skills
Statistical Process Control (SPC), Fault Detection and Classification (FDC), Data analysis, Statistics, Semiconductor fab equipment knowledge, IoT technology, Defense Line concepts, Root cause analysis, Technical communication, Data flow management, Multitasking
Preferred skills
Project management, Cross-functional collaboration, English communication, Japanese communication, Microsoft Office
Technologies
IoT, FDC controllers, Statistical tools
Responsibilities
Manage assigned project schedules and execution; Improve FDC activities across areas; Develop and optimize FDC controllers for production; Execute system change management and metric improvement using IoT; Implement business process improvements for quality; Troubleshoot FDC systems; Lead daily FDC health check activities; Collaborate with local and global teams to reduce false alarms and chronic out-of-control conditions.