Senior Engineer, System Engineering
Core
Develop advanced simulation models connecting process physics with real-world equipment behavior for semiconductor manufacturing tools.
Role type
Senior System Engineer (Simulation & Modeling)
Builds
Predictive digital twins and simulation models for ALD/PEALD, epitaxy, and advanced packaging equipment.
Domain
Semiconductor equipment manufacturing / Chemical Engineering / Computational Physics
Deliverable
production ML models
Required skills
CFD modeling, thermal modeling, dynamic system modeling, ROM/surrogate model development, Python, MATLAB/Simulink, model calibration, sensitivity analysis
Preferred skills
Semiconductor equipment modeling (ALD/PEALD/epitaxy), Silvaco Victory Process, Synopsys Sentaurus, STAR-CCM+, Ansys Fluent, system identification, digital twin development
Technologies
Amesim, MATLAB/Simulink, STAR-CCM+, Ansys Fluent, Silvaco Victory Process, Synopsys Sentaurus
Responsibilities
Develop reactor-scale CFD and thermal models; integrate feature-scale models of species transport and surface reactions; develop dynamic models of gas delivery and thermal response; create ROMs and surrogate models; plan calibration and validation against experiments; lead modeling projects and mentor colleagues
Seniority
Senior, hands-on IC with independent project delivery