Principal AI Data Scientist – Wafer Fabrication

Fremont, CA · 4 weeks ago

About the job

Primary Duties & Responsibilities • Analyze datasets generated by wafer fabrication processes, equipment, sensors, metrology systems, and manufacturing execution systems. • Apply statistical analysis, AI, machine learning, and data-mining techniques for: • Deeper understanding of devices and fabrication processes. • Process monitoring and anomaly detection • Wafer and lot excursion analysis • Yield analysis and prediction • Root-cause investigation • Collaborate with others using AI & ML • Integrate data from multiple sources, including process recipes, equipment logs, sensor data, metrology results, defect inspection, and production history. • Translate analytical results into clear...