Statistical method | Internship: Bayesian methods for system-level qualification
Core
Develop and validate a proof-of-concept Bayesian statistical model for system-level overlay qualification to improve engineering decision-making.
Role type
Master's level intern, statistical modeling (Bayesian methods)
Builds
Proof-of-concept statistical models and validated tooling for overlay qualification
Domain
Semiconductor manufacturing / Overlay measurement / System qualification
Deliverable
production ML models
Required skills
Bayesian statistics, MATLAB, statistical modeling, quantitative analysis, data analysis, mathematical modeling
Responsibilities
Analyze complex overlay measurement datasets; Develop and validate a Bayesian statistical model; Evaluate approach using real or simulated data; Compare methodology with current practices; Document statistical methodology; Implement validated tooling in MATLAB