Physics AI Scientist III
Core
Develop next-generation AI models for semiconductor engineering by combining scientific domain knowledge with modern machine learning to accelerate simulation and engineering design.
Role type
Senior IC physics-aware AI scientist
Builds
Physics-aware surrogate models, foundation models, and optimization workflows for semiconductor simulation
Domain
Semiconductor manufacturing + scientific machine learning
Deliverable
production ML models
Required skills
Scientific machine learning, surrogate modeling, operator learning (FNO), PINNs, foundation models, Python, PyTorch, HPC, distributed training, large-scale scientific datasets
Preferred skills
Ph.D. in Mechanical/Chemical Engineering/Materials Science/Physics/Applied Math/CS, applying ML to real-world scientific problems, numerical simulation background
Technologies
PyTorch, Python, FNO, PINNs
