FE CPIE Transformative Staff/Senior Engineer
Core
Develop and deploy model-based solutions using virtual structure modeling, process simulation, and AI to improve frontend yield, quality, and technology ramp in semiconductor manufacturing.
Role type
Senior IC Process Integration Engineer (Frontend)
Builds
Frontend manufacturing processes and yield optimization solutions
Domain
Semiconductor manufacturing (Frontend)
Deliverable
production ML models | product features
Required skills
Semiconductor frontend process knowledge, Design of Experiments (DoE), Advanced data analytics, Process simulation/emulation, TCAD, Scientific programming (Python/MATLAB/R)
Preferred skills
Virtual structure modeling, AI/ML methodologies for manufacturing
Technologies
Python, MATLAB, R, TCAD
Responsibilities
Apply virtual structure modeling and process simulation to understand lithography-film-etch interactions; Leverage AI and data-driven techniques for yield learning and integration optimization; Collaborate with cross-functional partners to design and validate solutions; Drive solution deployment across sites including technology transfer; Evaluate emerging modeling and AI methodologies for semiconductor manufacturing.
Seniority
Senior, hands-on IC
