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 manufacturing
Domain
Semiconductor engineering + Scientific machine learning
Deliverable
production ML models
Required skills
Scientific machine learning, surrogate modeling, PINNs, operator learning, foundation models, Python, PyTorch, HPC, distributed training
Preferred skills
PhD in relevant field, experience applying ML to scientific/engineering problems, background in numerical simulation, experience with large-scale scientific datasets
Technologies
PyTorch, Python, HPC
Responsibilities
Develop Scientific AI models bridging scientific computing, physics-based simulation, and machine learning; Design and train surrogate, operator-learning, and foundation models; Collaborate with domain experts to formulate AI solutions; Develop scalable data generation, training, validation, and deployment workflows; Publish technical innovations and drive adoption of Scientific AI
Seniority
Senior, hands-on IC