обновлено 5 часов назад
Principal Performance Modeling Engineer (AI)
250 000 - 300 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Principal Performance Modeling Engineer (AI): Design, implement, and maintain processor simulators and functional models for AI infrastructure chips and systems with an accent on microarchitectural components like pipelines, memory hierarchy, and accelerators. Focus on generating traces, analyzing simulation results, and informing architecture tradeoffs for hardware-software co-design.
Location: Onsite in Mountain View, CA; San Francisco, CA; Santa Clara, CA; New York City, NY; North Reading, MA; or other United States locations
Salary: $250,000-$300,000
Company
Early-stage startup backed by Tier-1 VC, founded by industry veterans, innovating AI infrastructure at chip and system level for better performance-per-watt in large model inference.
What you will do
- Design, implement, and maintain processor simulators including performance and functional models.
- Model microarchitectural components such as pipelines, memory hierarchy, interconnects, and accelerators.
- Generate and curate traces for performance analysis goals.
- Analyze simulation results to guide architecture tradeoffs and optimizations.
- Collaborate with architecture, hardware, and compiler teams.
- Own critical simulation infrastructure from concept to production.
Requirements
- 5+ years of software engineering experience in systems, architecture, or EDA domains
- Strong C/C++ and Python skills with large, complex codebases
- Experience with processor simulators, architectural modeling, or performance analysis, especially from-scratch simulator development
- Solid understanding of computer architecture and microarchitecture
- Ability to work independently and make technical decisions in an early startup
Nice to have
- Experience with AI/ML accelerators, GPUs, or heterogeneous systems
- Familiarity with simulators such as gem5, gem5-SALAM, or proprietary modeling tools
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