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SoC Architect
Graphcore — один из лидеров в области ИИ-железа, а поддержка SoftBank обеспечивает стабильность и масштаб. Работа над передовыми технологиями в Бристоле предлагает отличные карьерные перспективы и интересные инженерные задачи.
Сложность вакансии
Роль требует глубоких знаний в архитектуре чипов (SoC), понимания RTL-разработки и специфики ИИ-ускорителей. Высокая сложность обусловлена необходимостью проектирования высокопроизводительных систем на стыке железа и софта.
Анализ зарплаты
Зарплата в объявлении не указана, но для позиции архитектора в Бристоле рыночный диапазон составляет £80,000–£110,000 в год. Учитывая статус компании и сложность задач, можно ожидать предложение по верхней границе рынка плюс бонусы.
Сопроводительное письмо
I am writing to express my strong interest in the SoC Architect position at Graphcore. With a solid background in electronic engineering and a deep understanding of complex SoC architectures, I am excited by the opportunity to contribute to the development of next-generation AI acceleration platforms. My experience in technical specification and cross-functional collaboration aligns perfectly with Graphcore's mission to push the boundaries of AI compute.
Throughout my career, I have focused on distilling complex product requirements into performant silicon sub-systems. I am particularly drawn to Graphcore's unique position within the SoftBank ecosystem and the challenge of designing high-speed interfaces for massively parallel computing systems. I am confident that my knowledge of RTL processes and low-level software will allow me to make an immediate impact on your silicon architecture team.
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Описание вакансии
About Graphcore
At Graphcore, we’re building the future of AI compute.We’re a team of semiconductor, software and AI experts, with deep experience in creating the complete AI compute stack - from silicon and software to infrastructure at datacenter scale.As part of the SoftBank Group, backed by significant long-term investment, we are delivering key technology into the fast-growing SoftBank AI ecosystem.To meet the vast and exciting AI opportunity, Graphcore is expanding its teams around the world.We are bringing together the brightest minds to solve the toughest problems, in a place where everyone has the opportunity to make an impact on the company, our products and the future of artificial intelligence.
Job Summary
Our team is at the forefront of the artificial intelligence revolution, enabling innovators from all industries and sectors to expand human potential with technology. The availability of specialised artificial intelligence compute will be a decisive factor in AI’s rate of progress. Graphcore allows innovators to go further, faster. What we do really makes a difference. Reporting to the Director of Silicon Architecture, the SoC Architects are responsible for the design, specification, modelling and integration of sub-systems within complex, high performance and highly integrated silicon devices at the forefront of AI acceleration technology.
The role involves close collaboration with other groups, including architecture, silicon design, verification, hardware and software teams.
The Team
The Silicon Architecture Team sits within the COO group. The SoC architects are responsible for the architectural specification, integration, modelling, validation and evaluation of numerous critical sub-systems, including high-speed interfaces for our upcoming AI acceleration platforms.
Responsibilities and Duties
- Distilling product requirements and their effects on SoC/platform design trade-offs
- Collaborating with processor, SoC and system architects to determine optimal solutions
- Collaborating with silicon design, verification, and hardware engineers to ensure implementation correctness
- Evaluating potential hard and soft third-party IP and liaising with third party IP vendors
- Design and specification of performant SoC sub-systems and their associated integrations
- Contribute to the silicon bring-up, characterisation and evaluation activities as required
- Silicon Architecture Team representation within cross-functional working groups
- Implement discussed infrastructure and processes improvements agreed with team
- Assist with debugging activities
- Mentoring junior engineers
Candidate Profile
Essential:
- Degree in Electronic Engineering, Computer Science or related subject
- Solid understanding of computer/SoC architecture
- Excellent communication skills
- Experienced in the writing of technical specifications
- Knowledge of RTL development and verification processes
- Be highly motivated, a self-starter, and a team player
- Ability to work across teams and programming languages
Desirable
- Experience in the technical specification of silicon SoC devices
- Experience of machine learning or massively parallel computing systems
- Verilog
- Low-level software experience, embedded C
- Knowledge of one or more of DDR, PCIe, Ethernet, on-chip networks
BenefitsIn addition to a competitive salary, annual leave policy, medical and dental health plans, a gym card and employee pension (matched up to 4%). We review our benefits on a yearly basis to ensure we offer a valuable and rewarding benefits programme to our employees. We welcome people of different backgrounds and experiences; we’re committed to building an inclusive work environment that makes Graphcore a great home for everyone. We offer an equal opportunity process and understand that there are visible and invisible differences in all of us. We can provide a flexible approach to interview and encourage you to chat to us if you require any reasonable adjustments.
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Навыки
- SoC Architecture
- RTL
- Verilog
- C++
- PCIe
- Ethernet
- DDR
- Silicon Design
- Machine Learning
- Computer Architecture
Возможные вопросы на собеседовании
Проверка понимания фундаментальных принципов построения систем на кристалле.
Опишите ваш опыт проектирования подсистем памяти или высокоскоростных интерфейсов (PCIe, DDR) в контексте SoC.
Важно понять, как кандидат находит баланс между производительностью и ограничениями железа.
Как вы подходите к анализу компромиссов (trade-offs) между энергопотреблением, площадью кристалла и производительностью при разработке архитектуры?
Graphcore специализируется на ИИ, поэтому важно понимание специфических нагрузок.
Какие архитектурные особенности SoC наиболее критичны для обеспечения эффективной работы алгоритмов машинного обучения?
Архитектор должен уметь доносить идеи до разных команд.
Расскажите о случае, когда вам пришлось убеждать команду разработчиков или верификации в правильности выбранного архитектурного решения.
Проверка навыков работы с внешними поставщиками технологий.
Каков ваш процесс оценки и выбора сторонних IP-блоков (third-party IP) для интеграции в новый проект?
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