Gate-level IR/EM CAD/NLP Engineer

What you'll do

• Develop ML and large language model applications to interact with and explain EDA software.
• Design and implement ML model interactions with extensive compute infrastructure.
• Generate customized reports and dashboards to identify IR/EM issues and power grid solutions.
• Automate and streamline various IR/EM analysis and signoff flows.
• Support design groups with specific IR/EM requirements for various analysis flows.
• Work with EDA vendors to develop solutions that improve tool efficiency and capacity.

What we're looking for

• Bachelor of Science degree and at least 3 years of relevant industry experience.
• Experience developing object-oriented programs, utilizing data structures, and writing algorithms (preferred).
• Experience writing machine learning algorithms, implementing NLP, or using large language models in industry applications (preferred).
• Experience with EDA tools, CAD flows, or Tool Flow Methodology (preferred).
• Proficiency with UNIX shell environment, Python, and code revision control (preferred).
• Knowledge of PNR implementation and/or EMIR analysis flow (preferred).
• Experience in electrical engineering machine learning applications (preferred).
• Experience with LLM fine-tuning, retrieval augmented generation, and prompt engineering (preferred).