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. (via careerplan.io/jobs/76-008-E3-D6C-aiml-research-scientist)
Role type
Research Scientist (AI/ML for Semiconductor Design)
Builds
Novel machine learning algorithms and prototypes for chip design and optimization
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 in top-tier conferences, contribute to open-source or commercial EDA tools
Seniority
Senior, hands-on IC
