Research Intern, GenAI in EDA

Job description

Requirements/Qualifications: GenAI, ML, RL, Neural Networks. EDA tools for RTL design, synthesis, and/or verification. - Play a key role in our CPU group in research of Generative AI (GenAI) methods for IC Design and Verification in EDA. - Survey, explore, and investigate current state of the art methods of GenAI and its usage in Electronic Design Automation (EDA) workflows. - Lead research in areas of GenAI methods and its usage in the RTL coding, Synthesis, and Verification process of the IC design flow. - Procure models and perform experiments to gather data to support evaluation of the research topics/areas. - Publish papers, and/or file patents on the research topics/areas. - Proficient knowledge of GenAI, ML, and familiarity with EDA tools and working knowledge of one or more areas in RTL coding, synthesis, and/or verification. - Familiarity with state-of-the-art large language models (LLMs) and multi-modal GenAI architectures is a significant plus. - Experience conducting research in Reinforcement Learning (RL), Neural Networks, and their practical application in complex technical workflows. - Strong skills in experimenting with, fine-tuning, and evaluating foundation models...