ENGINEER, MTB PI
Core
Drive yield improvement and process integration optimization in semiconductor manufacturing using data-driven methodologies and AI-assisted analytics.
Role type
Senior IC Machine Learning Engineer (Semiconductor Manufacturing)
Builds
AI-powered data analysis platforms, predictive models for yield forecasting, and advanced process control systems for memory and storage production.
Domain
Semiconductor manufacturing (DRAM, NAND, NOR) and AI/ML
Deliverable
production ML models
Required skills
Machine learning, AI tools, predictive modeling, data analysis, root cause investigation, Generative AI, Statistical Process Control (SPC), Fault Detection & Classification (FDC), advanced process control (APC)
Preferred skills
Experience with yield improvement, process integration optimization, manufacturing risk identification
Technologies
AI-powered data analysis platforms, Generative AI tools
Responsibilities
Apply machine learning to identify process excursions and defect signatures; develop predictive models for yield forecasting and process stability; collaborate with Data Science and Manufacturing teams to deploy AI solutions; utilize Generative AI to automate reporting and enhance knowledge management.
Seniority
Senior, hands-on IC