5 дней назад
AI Accelerator Compute Architect (AI)
120 000 - 275 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Accelerator Compute Architect (AI): Defining compute architecture for next-generation GenAI accelerators, including instruction sets, connectivity, memory, and control, with an accent on workload-driven architecture and silicon performance. Focus on analyzing latency, throughput, utilization, scalability, and power-area-performance tradeoffs while supporting first-silicon bring-up and post-silicon debug.
Location: Hybrid role based in the Mountain View, California office, with in-office work Tuesday through Thursday. Exceptional remote arrangements may be considered.
Salary: $120,000–$275,000 for early career, $175,000–$450,000 for mid career, or $275,000–$600,000 for senior career, plus equity.
Company
develops vertically integrated hardware and software solutions, from silicon to systems, for training and running large AI models.
What you will do
- Define the compute architecture for next-generation GenAI accelerators, including ISA, connectivity, memories, and control.
- Derive architectural requirements from AI use cases and translate workloads into hardware architecture.
- Conduct analytical and empirical performance analysis.
- Collaborate with Research, Software, and Hardware teams to balance workloads, programmability, and PPA.
- Evaluate power, area, and performance tradeoffs with stakeholders.
- Support test plan reviews, first-silicon bring-up, and post-silicon debug.
Requirements
- Strong computer architecture background, especially in AI accelerators, GPUs, TPUs, vector processors, SIMD, VLIW, or other parallel compute architectures.
- Solid microarchitecture fundamentals and first-principles understanding of latency, throughput, utilization, and scalability.
- Experience translating workloads into hardware architecture.
- Familiarity with numeric formats, quantization, rounding, and precision-performance tradeoffs.
- Programming, code optimization, or kernel-level performance analysis experience.
- Excellent written and verbal communication skills.
Nice to have
- Experience optimizing performance in large-scale transformer models.
Culture & Benefits
- Four weeks of accrued PTO, 12 company holidays, and up to three weeks of remote work.
- Company-subsidized medical, dental, vision, life, HSA, and FSA benefits.
- Retirement plans with up to 5% company contribution to a 401(k).
- $1,500 annual professional development budget.
- Onsite weekday meals and fully covered daily commuting options.
- Paid parental leave, mental health benefits, and remote home-office setup support.
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