Senior Engineer, Research Science Engineering
Core
Develop, calibrate, and optimize compact models for bulk CMOS, BJT, and LDMOS devices used in RF, analog, automotive, and high-voltage applications using semiconductor device physics and AI/ML techniques.
Role type
Senior IC semiconductor device modeling engineer
Builds
Compact models for SPICE simulators and automated parameter extraction workflows
Domain
Semiconductor manufacturing / Device Physics / AI for Engineering
Deliverable
production ML models
Required skills
Semiconductor device physics, Compact modeling (BSIM4, BSIM-BULK, PSP, Mextram), Circuit simulation, Optimization algorithms, Data correlation, Python, Verilog-A, Deep learning frameworks (PyTorch, TensorFlow, JAX)
Preferred skills
Semiconductor device characterization, Neural network development, Scientific machine learning solutions
Technologies
SPICE, BSIM4, BSIM-BULK, PSP, Mextram, Python, Verilog-A, PyTorch, TensorFlow, JAX
Responsibilities
Develop and maintain compact models for CMOS, BJT, and LDMOS devices; Create semiconductor device compact models for SPICE simulators; Validate and correlate compact models against measured device data; Debug and resolve convergence challenges in circuit simulations; Develop deep-learning methods for parameter extraction; Build scripting tools to automate extraction tasks; Produce comprehensive project reports
Seniority
Senior, hands-on IC
