PreMaster Programm Data Science and Process Control for Semiconductor Manufacturing - Ingenieur:in für CVD Prozesse (w/m/div)
Core
Develop FDC models using statistical methods and machine learning to detect trends and anomalies in sensor signals for CVD processes in semiconductor manufacturing.
Role type
PreMaster Data Science & Process Control Engineer (IC)
Builds
FDC models for CVD equipment
Domain
Semiconductor manufacturing / Process Control
Deliverable
production ML models
Required skills
Machine learning, statistical methods, data analysis, root cause analysis, programming
Preferred skills
Programming, technical understanding
Technologies
FDC models, sensor data, wafer quality data
Responsibilities
Design, test, and optimize FDC models; analyze process and sensor datasets; perform root cause analysis for process stoppages or fluctuations; establish smart standards for alarms and recommendations.