6 дней назад
AI Performance Modeling Engineer
120 000 - 600 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
AI Performance Modeling Engineer (AI/LLM Accelerators): Translating AI accelerator architecture into performance models, maintaining modeling frameworks, and automating tensor layouts for frontier LLMs with an accent on computer architecture and model efficiency. Focus on building compilers, tools, and workflow automations while supporting experiments across ML, Software, and Architecture teams.
Location: Mountain View, United States, or remote within the United States; hybrid work setup
Salary: $120,000–$275,000 for early-career, $175,000–$450,000 for mid-career, or $275,000–$600,000 for senior-career candidates, plus equity.
Company
develops AI hardware and software focused on running advanced AI models as efficiently as possible.
What you will do
- Translate AI accelerator architecture into performance models.
- Maintain modeling framework capabilities and releases.
- Automate the creation of detailed tensor layouts for frontier LLMs.
- Create tools, compilers, and automations integrated with the broader technology stack.
- Collaborate with ML, Software, and Architecture teams on experiments and workflows.
Requirements
- Strong background in performance modeling.
- Strong working knowledge of current LLM architectures.
- Experience with computer architecture, particularly AI accelerators.
- Ability to perform the role in compliance with U.S. export-control laws without obtaining a license from U.S. export-control authorities.
Culture & Benefits
- Hybrid work with up to three weeks of remote work.
- Four weeks of accrued paid time off and 12 company holidays.
- Company-subsidized medical, dental, vision, life, HSA, and FSA benefits.
- 401(k) options with up to 5% company contributions and a $1,500 annual professional development budget.
- Onsite meals, commute reimbursement, home-office setup support, cellular and internet reimbursements, and mental health benefits.
- Paid parental leave and reproductive health and parental support benefits.
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