Staff/Principal Data Scientist - Smart Manufacturing and AI
Micron Technology · Posted Nov 8, 2026
- Taichung, Taiwan, Taiwan
- Senior
- 5+ years
Lead complex yield analytics and machine learning projects to improve manufacturing yield and reduce cost in Micron’s front‑end memory fabs.
Responsibilities
- Work with yield and process engineering to find root causes of yield loss and excursions using wafer, die, inline metrology, defect, equipment (FDC) and electrical test data
- Build and deploy ML/AI solutions, including virtual metrology, yield prediction, anomaly and excursion detection, wafer‑map pattern recognition and process optimization
- Apply GenAI and agentic AI, exploring and delivering LLM‑ and agent‑based tools that speed up engineering analysis, root‑cause investigation and knowledge reuse
- Communicate impact by presenting findings and recommendations to engineers and senior management, quantifying business value
- Set technical direction, review others’ work and mentor junior data scientists
Requirements
- Degree in Data Science
- Computer Science
- Statistics
- Electrical Engineering
- Physics