AI/ML Research Scientist
Core
Drive innovative research at the intersection of AI and semiconductor design, developing novel ML approaches to solve complex optimization challenges for chip performance, efficiency, and scalability.
Role type
AI/ML Research Scientist (via careerplan.io/jobs/76-008-E3-D6C-18-307-aiml-research-scientist-at-commit)
Builds
Novel machine learning approaches and prototypes for chip design and optimization
Domain
Semiconductor design and optimization
Deliverable
research
Required skills
Graph neural networks, Diffusion models, Transformers, Python, C++, PyTorch, Academic publishing
Preferred skills
Deep learning on graphs, Classical search and optimization techniques, EDA tools, AI for materials science
Technologies
PyTorch, Graph Neural Networks, Diffusion models, Transformers
Responsibilities
Conduct cutting-edge research in applying ML to chip design, Develop and implement algorithms using advanced ML architectures, Prototype and validate new approaches using modern ML frameworks, Publish research findings in top-tier conferences and journals, Contribute to open-source or commercial EDA tools
Seniority
Senior, hands-on IC
