Gate-level IR/EM CAD/NLP Engineer
Core
Develop ML and LLM applications to analyze IR/EM issues in silicon design, generate reports, and automate signoff flows for Apple processors.
Role type
Senior IC machine-learning engineer (IR/EM CAD)
Builds
Analytic platform for IR/EM signoff, customized reports, dashboards, and automated analysis flows
Domain
Semiconductor design / Electronic Design Automation (EDA)
Deliverable
production ML models
Required skills
Machine learning, Large language models (LLM), NLP, Python, UNIX shell, EDA tools, CAD flow, TFM, IR analysis, EM analysis, Power grid extraction, STA timing, Prompt engineering, Retrieval augmented generation
Preferred skills
Object-oriented programming, Data structures, Algorithm design, PNR implementation, EMIR analysis flows, Electrical engineering software development, Cross-functional leadership
Technologies
Python, UNIX, LLM frameworks, EDA tools
Responsibilities
Develop ML/LLM apps to interact with EDA software; Design compute infrastructure integration; Generate IR/EM reports and dashboards; Automate IR/EM analysis flows; Collaborate with design groups on IR/EM requirements; Work with EDA vendors to enhance solutions
Seniority
Senior, hands-on IC
