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
Object-oriented programming, data structures, algorithm design, machine learning algorithms, natural language processing (NLP), large language models (LLM), EDA tools, CAD flow, TFM (Tool Flow Methodology)
Preferred skills
None stated
Technologies
None explicitly listed beyond general categories
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 solutions
Seniority
Senior, hands-on IC