Senior Engineer, Technology - AMAIS
Core
Develop VSM/CM/DT models for wafer, die, and package levels using multiphysics and multiscale modeling methods to accelerate semiconductor design and product development.
Role type
Senior IC machine-learning engineer (semiconductor modeling)
Builds
Advanced modeling solutions for design, technology, and product development
Domain
Semiconductor manufacturing + High Performance Computing + AI
Deliverable
production ML models
Required skills
Multiphysics and Multiscale modeling, Machine Learning, Deep Learning, Numerical Methods, High Performance Computing, Generative AI, Agentic AI, Linux, C++, Python, Cloud/HPC environments, Data engineering, SQL
Preferred skills
Memory industry experience, Multiscale structural modeling, Technical conference presentation
Technologies
Azure, GCP, AWS, ML/DL/AI libraries
Responsibilities
Develop VSM/CM/DT models across tech nodes, Collaborate with global teams to deploy advanced modeling solutions, Apply computational and AI techniques to build robust models with sparse datasets, Identify insights from VSM and data and communicate findings to engineering teams and leaders
Seniority
Senior, hands-on IC