Physics Modeling Development Engineer (all genders)
Core
Develop and validate physics-based models, calibration algorithms, and correction strategies to improve the performance of multi-beam mask writer systems for semiconductor manufacturing.
Role type
Senior IC physics modeling and numerical simulation engineer
Builds
Calibration and correction workflows for mask writer tools
Domain
Semiconductor equipment / Nanofabrication
Deliverable
production ML models
Required skills
Python (scientific computing, numerical modeling, automation), physics-based modeling, numerical methods, data analysis, root-cause analysis, software development practices (version control, unit testing)
Preferred skills
Semiconductor industry experience, experience with complex high-tech environments
Technologies
Python
Responsibilities
Analyze machine and experimental data to understand physical effects impacting system performance; Investigate complex system performance issues through data analysis and debugging; Refine and extend existing physics-based correction models and numerical methods; Implement and automate models and analysis workflows; Validate model predictions against experimental and machine data; Provide 3rd-level technical support for complex system issues
Seniority
Mid-level, hands-on IC