FE CPIE Transformative Staff/Senior Engineer
Core
Develop and deploy model-based solutions to improve frontend yield, quality, and technology ramp performance in semiconductor manufacturing.
Role type
Senior IC process engineering data scientist (modeling & AI)
Builds
Virtual structure models, process simulations, and AI-driven analytics for lithography-film-etch interactions
Domain
Semiconductor manufacturing (frontend processes)
Deliverable
production ML models
Required skills
Design of experiments, advanced data analytics, data visualization, TCAD, virtual structure modeling, process simulation/emulation, Python, MATLAB, R
Preferred skills
AI and data-driven techniques, scientific programming, cross-functional collaboration
Responsibilities
Apply virtual structure modeling and process simulation to understand lithography-film-etch interactions; Leverage AI and data-driven techniques to accelerate yield learning and integration optimization; Collaborate with PIE, Process/Equipment, Metrology, and SMAI to design and validate solutions; Drive solution deployment across sites including technology transfer; Maintain engagement in R&D evaluating emerging modeling and AI methodologies
Seniority
Senior, hands-on IC