Modeling Engineer 5 (Thermal, CFD, AI/ML)

Lam Research · Tualatin, OR, US

R&D role developing physics-based models for thermal/CFD/chemistry applications in semiconductor equipment design at Lam Research's Global Products Group, with focus on multi-scale modeling, simulation, AI/ML integration, and design optimization.

Requirements

Experience: 6+ years

Education: PHD

Required

AI/ML conceptsANSYS FluentDesign of experiments (DOEs)Dynamic modelingFluid flow / CFDGradient-based optimization methodsMachine learning basicsMachine visionProcess optimizationPyTorchSAPscikit-learnScriptingStar CCM+Statistical methodsStructural mechanicsTensorFlowThermal ManagementTolerance analysisUncertainty quantification

Preferred

Advanced semiconductor metrology equipment operationAnalytical ChemistryFirst Principles ThinkingPhysics-informed Machine LearningProblem-solvingVacuum chambers design

Modeling Engineer 5 (Thermal, CFD, AI/ML)

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