SM Fab Fault Detection (FD) Engineer
Core
Develop and implement equipment fault detection (FDC) models to reduce unscheduled tool downtime, improve process repeatability, and prevent wafer-loss events in a high-volume 300mm wafer Fab.
Role type
Senior IC Factory Controls Engineer (Fault Detection)
Builds
FDC models and data analysis solutions for semiconductor manufacturing
Domain
Semiconductor manufacturing / Process Control
Deliverable
production ML models
Required skills
Fault Detection, Semiconductor Process Engineering, Data Analytics, System Integration, Python, SQL, SPC modeling
Preferred skills
FDC software (TIMS, Artist, AMAT E3, Fabguard), Perl, High-volume semiconductor manufacturing experience
Technologies
Python, SQL, Perl, MES, TIMS, Artist, AMAT E3, Fabguard
Responsibilities
Support manufacturing ramp with execution of FDC models, Develop improved equipment fault detection models, Identify systemic problems in process or equipment, Participate in data analysis and problem resolution, Implement project or improvement plans for efficiency/cost/quality
Seniority
Mid-level, hands-on IC