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8 часов назад

Senior Performance Architect (AI Hardware)

Формат работы
onsite
Тип работы
fulltime
Грейд
senior
Английский
b2
Страна
US
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

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TL;DR
Senior Performance Architect (AI Hardware): Translate high-level architecture specifications into micro-architecture feature requirements and develop performance and power models for AI hardware. Focus on profiling workloads, identifying bottlenecks, performing PPA trade-offs, and collaborating with software teams to optimize hardware acceleration and power efficiency.

Location

Location: On-site at Sunnyvale office, United States

Company

hirify.global Systems builds the world's largest AI chip, delivering industry-leading training and inference speeds that transform AI applications.

What you will do

  • Translate high-level architecture specifications into micro-architecture feature requirements.
  • Develop and bring up new features in performance and power models.
  • Perform comprehensive PPA trade-offs for new architectural features.
  • Profile workloads, identify bottlenecks, and benchmark competition performance.
  • Collaborate with software teams for end-to-end application level modeling at cluster level.
  • Identify hardware acceleration opportunities at the kernel level.

Requirements

  • Must have a Master's or PhD in Electrical/Computer Engineering
  • 10+ years of experience in performance analysis and modeling of GPUs, CPUs, or accelerator products
  • Strong background in computer architecture and architectural trade-offs.
  • Experience building performance models from scratch using Python or similar tools.
  • Exposure to micro-code performance bottlenecks and optimization techniques.
  • Understanding of ML workload profiling and model network architecture is preferred.

Culture & Benefits

  • Work on breakthrough AI hardware architecture beyond GPU constraints.
  • Opportunity to publish and open source cutting-edge AI research.
  • Contribute to one of the fastest AI supercomputers globally.
  • Enjoy job stability combined with startup vitality.
  • Simple, non-corporate work culture respecting individual beliefs.

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