8 часов назад
Senior Performance Architect (AI Hardware)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
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
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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