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 and efficiency.
Role type
Senior IC AI/ML Research Scientist
Builds
Novel machine learning algorithms and prototypes for chip design and optimization (via careerplan.io/jobs/76-008-E3-D6C-18-307-aiml-research-scientist)
Domain
Semiconductor industry + Machine Learning
Deliverable
production ML models
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
Responsibilities
Conduct cutting-edge research in ML for chip design, develop and implement advanced ML algorithms, prototype and validate new approaches, publish research findings, contribute to open-source or commercial EDA tools
Seniority
Senior, hands-on IC
