STAGE - Impact de défaut sur le rendement de puces haute technologie F/H
Core
Develop a machine learning model to predict the impact of manufacturing defects on yield for semiconductor products.
Role type
Intern, Machine Learning Engineer (Semiconductor Yield)
Builds
Predictive models for manufacturing yield
Domain
Semiconductor manufacturing / Data Science
Deliverable
production ML models
Required skills
Machine Learning models, Data analysis, Statistics
Preferred skills
None stated
Technologies
None stated
Responsibilities
Analyze correlation data between defects and yield; Propose an ML model to identify measurement parameters modulating correlations; Develop a proof of concept tool for yield prediction; Participate in project meetings and share results.