Semiconductor Reactor and System Level Modeling Enginee
Core
Develop predictive reactor and system-level models for semiconductor process tools using dynamic system modeling, CFD, thermal, and structural analysis to support equipment design and digital twin development.
Role type
Senior IC mechanical/chemical engineer (semiconductor equipment modeling)
Builds
Predictive models for gas delivery, pressure, vacuum, heating, and sensor systems for semiconductor reactors
Domain
Semiconductor manufacturing equipment / Process engineering
Deliverable
production ML models
Required skills
Dynamic system modeling, CFD, thermal analysis, structural mechanics, MATLAB/Simulink, Simcenter Amesim, STAR-CCM+, ANSYS Fluent/Mechanical, system identification, model validation
Preferred skills
Semiconductor process equipment (ALD, PEALD, epitaxy, CVD), gas delivery components, vacuum systems, experimental design, reduced-order modeling, digital twin development
Technologies
MATLAB, Simulink, Simcenter Amesim, STAR-CCM+, ANSYS Fluent, ANSYS Mechanical
Responsibilities
Develop dynamic models of gas delivery, pressure, vacuum, heating, sensors, and actuators; Perform CFD, thermal, and structural simulations; Connect detailed physics simulations with system-level models; Design bench experiments and calibrate models against measured data; Collaborate with design, process, and controls teams
Seniority
Mid-to-Senior, hands-on IC