New College Grad - Physicist/Scientist III - PhD (2027 Summer Cohort)
Core
Develop and apply advanced physics-based and data-driven models for plasma processing applications (etching, deposition, ALE) in semiconductor manufacturing.
Role type
PhD-level Scientist/Engineer (New College Grad)
Builds
Predictive models and simulation tools for plasma-surface interactions
Domain
Semiconductor equipment, materials science, plasma physics
Deliverable
production ML models
Required skills
ab initio quantum chemistry, molecular dynamics (MD), kinetic Monte Carlo (kMC), machine learning, high-performance computing (HPC), plasma-surface interaction modeling, data integration
Responsibilities
Develop models for plasma etching/deposition, combine physics-based and ML approaches, collaborate with experimental teams, maintain internal modeling software/frameworks
Seniority
Entry-level PhD, hands-on IC
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