Gate-level IR/EM CAD/NLP Engineer
Core
Developing an analytic platform to identify and recommend solutions for signoff IR/EM analysis using machine learning and large language models.
Role type
Senior IC machine-learning engineer (IR/EM CAD)
Builds
Analytic platform for IR/EM analysis and signoff
Domain
Semiconductor design / Electronic Design Automation (EDA)
Deliverable
production ML models
Required skills
Machine learning algorithms, Natural language processing (NLP), Large language models (LLM), EDA tools, CAD flow, TFM, UNIX shell, Python, Object-oriented programming, Data structures, Algorithms
Preferred skills
PNR implementation, EMIR analysis flow, Electrical engineering ML applications, LLM fine-tuning, Retrieval augmented generation, Prompt engineering
Technologies
Python, UNIX shell, LLM frameworks
Responsibilities
Develop ML and LLM applications to interact with EDA software; Generate customized reports and dashboards for IR/EM issues; Automate and streamline IR/EM analysis flows; Collaborate with design groups on IR/EM requirements; Work with EDA vendors to enhance solution efficiency.
Seniority
Senior, hands-on IC