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GenAI Physical Synthesis Engineer

AppleApple·Consumer Electronics

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~12 min

Company site

Posted

60 days

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About the role

Summary

Do you love building intelligent solutions that revolutionize chip design? Do you see the transformative potential of GenAI in physical synthesis workflows? As part of our Silicon Technologies group, you'll pioneer the next generation of AI-powered design automation tools that will accelerate our processor and SoC development. You'll harness cutting-edge GenAI and agentic technologies to solve complex physical synthesis challenges, enabling Apple to deliver even more powerful and efficient silicon. Joining this team means you'll be at the forefront of merging artificial intelligence with chip design, creating intelligent agents that will reshape how we build the technology that powers Apple's beloved devices!

Description

You will apply your expertise in GenAI, agentic frameworks, and physical synthesis to develop intelligent automation solutions that transform our RTL-to-GDS implementation flows. You will be directly responsible for creating AI-powered agents using technologies like Model Context Protocol (MCP) that can autonomously optimize physical synthesis processes, predict design challenges, and recommend solutions.

Minimum Qualifications

Experience with GenAI frameworks, large language models, and AI agent development Experience with industry standard Synthesis tools such as Fusion Compiler or Genus Scripting skills in TCL, Python, or Perl for EDA tool automation Minimum requirement of BS + 3 years of relevant industry experience

Preferred Qualifications

Understanding of physical synthesis concepts and CAD flows Experience in Python AI/ML libraries (PyTorch, TensorFlow, Transformers) and MCP or similar agentic frameworks Experience developing AI agents or autonomous systems for technical domains Knowledge of prompt engineering, RAG (Retrieval-Augmented Generation), and fine-tuning techniques Experience with agentic AI frameworks beyond MCP (AutoGen, CrewAI, LangChain agents, etc.) Background in CAD flow or frontend methodology development combined with AI/ML expertise Experience with Low Power implementation flows (UPF) and AI-driven power optimization Familiarity with logical equivalence tools (Conformal LEC, Formality) and opportunities for AI enhancement Knowledge of static timing analysis, place and route tools, and potential AI applications in these domains Experience with cloud platforms and distributed AI model deployment Publications or demonstrated expertise in AI applications for EDA or chip design

Skills & Tags

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Aplyr's read

Apple is a tech giant known for its sleek design and innovation, attracting top talent in engineering, design, and business operations.

Synthesized from recent postings & public sources

What's promising

  • Apple consistently leads in tech innovation with a strong focus on design and user experience.
  • The company's global brand recognition offers employees a prestigious platform for career growth.
  • Apple's robust ecosystem integrates hardware, software, and services, creating diverse job opportunities.

What to watch

  • High-pressure work environment with demanding deadlines can impact work-life balance.
  • Apple's secretive culture may limit transparency and cross-departmental communication.
  • Dependence on hardware sales makes the company vulnerable to market saturation risks.

Why Apple

  • Apple's design philosophy emphasizes simplicity and elegance, setting it apart in the tech industry.
  • The company has a unique retail presence with its own stores enhancing customer experience.
  • Apple's closed ecosystem creates a seamless integration across its products, unmatched by competitors.

Aplyr’s read is generated by AI from public sources. Was it useful?

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About Apple

AAPL$296.42+1.82%

Apple Inc. is a leading technology company known for its innovative consumer electronics, software, and services. The company designs and manufactures products such as the iPhone, iPad, Mac computers, and wearables, significantly influencing the tech industry and consumer behavior worldwide.

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