Gate-level IR/EM CAD/NLP Engineer (m/f/d)
Core
Developing an analytic platform to identify and recommend solutions for signoff IR/EM analysis using machine learning and large language models.
Role type
IC CAD Engineer (IR/EM/NLP/ML)
Builds
Analytic platform for IR/EM analysis, ML/NLP applications for EDA software interaction, customized reports and dashboards.
Domain
Semiconductor design, Electronic Design Automation (EDA), Power Integrity
Deliverable
production ML models | product features
Required skills
Object-oriented programming, data structures, algorithm design, machine learning algorithm development, NLP, large language model (LLM) application, EDA tool knowledge, CAD flow knowledge, TFM (Tool Flow Methodology), U (incomplete)
Responsibilities
Develop ML and LLM applications to understand, explain, and interact with EDA software; Design and implement interaction with compute infrastructure; Generate customized reports and dashboards for IR/EM issues; Identify opportunities to automate IR/EM analysis flows; Collaborate with design groups on IR/EM requirements; Work with EDA vendors to enhance solutions.
Seniority
Mid-level, hands-on IC
