Gate-level IR/EM CAD/NLP Engineer

Apple Inc

Confirmed live yesterday Trusted

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Work type
On-site
Location
Austin, TX
Posted
142 days ago
Freshness
Confirmed live yesterday
Nearby
99+ roles within 25 mi

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Similar $192k
$142k most similar roles pay here $234k

This listing doesn't post a salary. Most similar roles pay $167,300–$216,562.

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About Apple Inc

Apple Inc. is a multinational technology company known for designing and manufacturing consumer electronics, software, and online services, including the iPhone, Mac, iPad, and App Store. Industry: Consumer Electronics & Software

Apple Inc currently has 1984 open roles on FindRole.

Listed pay typically runs $175,000–$277,600 across 1590 roles with salary data.

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TL;DR · Gate-level IR/EM CAD/NLP Engineer

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As a Gate-level IR/EM CAD/NLP Engineer within the CAD Group, you will develop an analytic platform to identify and recommend solutions for signoff IR/EM analysis. Your daily responsibilities include building machine learning and large language model applications to interpret and interact with EDA software, creating customized reports and dashboards to improve power grid integrity, and automating various IR/EM analysis and signoff flows. You will collaborate with design groups and EDA vendors to enhance tool efficiency. The role requires expertise in Python, UNIX shell environments, and code revision control, alongside experience in object-oriented programming, data structures, and algorithms. Key technical domains include NLP, LLM fine-tuning, retrieval augmented generation, prompt engineering, and traditional silicon design areas such as static/dynamic IR analysis, signal/power grid extraction, STA timing, and signoff.

Skills

Machine Learning Large Language Models NLP Python CAD Flow IR/EM Analysis STA Timing UNIX Shell Data Structures Algorithms Retrieval Augmented Generation Prompt Engineering Code Revision Control Circuit-design Physical Design Power Grid Extraction

What you'll do

  • Develop ML and LLM applications to interpret and interact with EDA software.
  • Design and implement the integration of these models into existing compute infrastructure.
  • Create customized reports and dashboards to identify IR/EM issues and power grid solutions.
  • Automate and streamline various IR/EM analysis and signoff workflows.
  • Collaborate with internal design groups to address specific IR/EM requirements for different flows.
  • Work with EDA vendors to enhance tools and improve overall process efficiency.

What we're looking for

  • Bachelor of Science degree required.
  • Minimum of 10 years of relevant industry experience.
  • Experience developing object-oriented programs, utilizing data structures, and writing algorithms.
  • Experience in machine learning, natural language processing (NLP), or large language models in industrial applications.
  • Experience with EDA tools, CAD flows, or Tool Flow Methodology (TFM).
  • Proficiency in Python, UNIX shell environment, and code revision control.
  • Knowledge of PNR implementation, EMIR analysis flow, and related electrical engineering software development.
  • Ability to coordinate and drive initiatives independently with excellent communication skills.

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