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Gate-level IR/EM CAD/NLP Engineer

Apple· Hardware
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Hybrid (Austin, TX), Hybrid (Sunnyvale, CA)Full-timePosted 2w ago

About the role

Specialist role focusing on developing an analytic platform for IR/EM signoff analysis, applying ML/LLM techniques to enhance EDA workflows, reports, and automation across silicon design disciplines.

Responsibilities

  • Develop innovative ML and large language model applications to understand, explain, and interact with EDA software.
  • Design and implement the interaction of ML/LLM applications with extensive compute infrastructure.
  • Generate customized reports and dashboards to identify IR/EM issues and recommend solutions to improve power grid integrity.
  • Identify opportunities to automate and streamline various IR/EM analysis and signoff flows.
  • Support and collaborate with design groups on their IR/EM requirements for various analysis flows.
  • Work with EDA vendors to enhance and develop solutions to improve efficiency and capacity.

Qualifications

  • Minimum requirement of BS + 10 years of relevant industry experience
  • Experience in developing object-oriented programs, utilizing data structures, and writing algorithms
  • Experience in writing machine learning algorithms, implementing NLP, or using large language models in industry applications
  • Experience in EDA Tool, CAD flow or TFM (Tool Flow Methodology)
  • Proficiency with UNIX shell environment, Python, and code revision control
  • Knowledge in some of the PNR implementation and/or EMIR analysis flow
  • Experience in electrical engineering machine learning applications
  • Experience with large language models, including fine-tuning, retrieval augmented generation, and prompt engineering
  • Ability to coordinate and drive initiatives with little to no oversight
  • Excellent communication and presentation skills
  • Experience in EMIR analysis and related flows – extraction, timing, noise, simulation, physical design and/or verification
  • Experience leading industry electrical engineering-focused software development projects

Skills

Required:Object-oriented programmingMachine learning / NLP / LLMEDA tools / CAD flowUNIX shell / Python / revision controlEMIR analysis / PNR / timing / noise / extractionCommunication / collaboration

Benefits

  • Note: Benefits not listed in the provided description.
Last updated Oct 9, 2026. Interested? Apply on the company site.

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