2 дня назад
Architect (AI/SoC)
175 000 - 265 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Architect (AI/SoC) (AI compute engines and deep learning): Defining SoC requirements and architecture for efficient AI compute engines with an accent on performance, power efficiency, memory, interconnects, and hardware-software co-design. Focus on modeling AI workloads, exploring CPU/GPU/ASIC and ML accelerator architectures, and optimizing customer workloads for deployment.
Location: Hybrid in Santa Clara, California, United States
Salary: $175,000–$265,000 annually, plus equity and bonus opportunities.
Company
develops software and hardware for generative AI and efficient AI compute.
What you will do
- Lead the definition, design, and delivery of SoC requirements and architecture.
- Analyze transformer, CNN, and other AI workloads to identify bottlenecks and architectural opportunities.
- Drive hardware-software co-design across SIMD engines, control planes, data reshape and conversion blocks, NoC substrates, memory, interconnects, packaging, and thermal management.
- Develop performance projections, high-level and cycle-accurate models, performance correlations, and performance debugging for current and next-generation products.
- Develop architectural exploration and simulation tools, contribute to kernel development and networking fabric enhancements, and collaborate with software teams on stack milestones.
- Port and optimize customer workloads, create reference implementations, evaluate performance, and contribute to technical publications and intellectual property.
Requirements
- MS in Computer Science, Electrical and Computer Engineering, or a related scientific discipline, with 5+ years of relevant experience in compute architecture and system design.
- 5+ years of experience leading SoC architecture or design development.
- Expert knowledge of AI SoC architecture, requirements, and definition.
- Experience with CPU, GPU, ASIC, and ML accelerator architecture exploration and modeling.
- High proficiency in performance modeling, algorithm analysis, data structures, and Python programming.
- Deep knowledge of machine learning and deep learning, including CNN, RNN, and Transformer architectures.
Nice to have
- PhD in Computer Science, Electrical and Computer Engineering, or a related scientific discipline.
- Experience with specialized hardware accelerator systems for deep neural networks.
- Proficiency in C/C++ programming.
- Experience in a fast-paced startup environment.
Culture & Benefits
- Collaborative and inclusive environment centered on respect, humility, direct communication, and execution.
- Medical, dental, and vision coverage.
- 401(k) and an inclusive rewards plan supporting employee wellbeing.
- Equity and performance-based bonus opportunities.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →
Похожие вакансии
2 дня назад
Architect
175 000 - 275 000$
2 дня назад
Computer Architect (AI Accelerators)
200 000 - 265 000$
2 дня назад
Senior/Principal SoC Architect (AI)
250 000 - 350 000$
2 дня назад
Software Architect (AI)
204 000 - 245 000$
2 дня назад
Software Enabling and Optimization Architect
149 600 - 284 580$
2 дня назад