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Director of Software Architecture
Исключительная возможность возглавить архитектурное направление в одной из самых инновационных компаний мира под эгидой SoftBank. Отличный пакет льгот, работа над передовыми технологиями ИИ и сильная инженерная культура делают эту вакансию крайне привлекательной для топ-менеджмента в IT.
Сложность вакансии
Роль требует редкого сочетания глубоких знаний в области ML-ускорителей, системного программирования (C/C++, прошивки) и выдающихся лидерских качеств для управления архитектурным видением на уровне всей компании. Высокая сложность обусловлена необходимостью взаимодействия между разработчиками чипов и инженерами программных фреймворков.
Анализ зарплаты
Указанная роль директора в сфере полупроводников и ИИ в Бристоле предполагает зарплату значительно выше среднего по рынку Великобритании. Учитывая статус компании и сложность задач, компенсация должна находиться в верхнем дециле для данного региона.
Сопроводительное письмо
I am writing to express my strong interest in the Director of Software Architecture position at Graphcore. With extensive experience in leading architectural teams and a deep technical background in ML accelerator software stacks, I am eager to contribute to Graphcore’s mission of unlocking the next generation of AI breakthroughs. My expertise in bridging the gap between silicon hardware and high-level ML frameworks like PyTorch and Triton aligns perfectly with your current technical roadmap.
Throughout my career, I have successfully managed complex architectural risks and fostered collaboration between engineering, product, and leadership teams. I am particularly drawn to Graphcore’s culture of continuous innovation and its recent integration into the SoftBank Group. I am confident that my pragmatic approach to decision-making and my commitment to mentoring high-performing architecture teams will help drive the long-term technical vision of your software stack.
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Откликнитесь в graphcore уже сейчас
Присоединяйтесь к SoftBank Group и возглавьте разработку архитектуры ПО для ИИ нового поколения в Graphcore!
Описание вакансии
About Graphcore
Graphcore is one of the world’s leading innovators in Artificial Intelligence compute.
It is developing hardware, software and systems infrastructure that will unlock the next generation of AI breakthroughs and power the widespread adoption of AI solutions across every industry.
As part of the SoftBank Group, Graphcore is a member of an elite family of companies responsible for some of the world’s most transformative technologies. Together, they share a bold vision: to enable Artificial Super Intelligence and ensure its benefits are accessible to everyone.
Graphcore’s teams are drawn from diverse backgrounds and bring a broad range of skills and perspectives. A melting pot of AI research specialists, silicon designers, software engineers and systems architects, Graphcore enjoys a culture of continuous learning and constant innovation.
Job Summary
We are looking for a Director of Software Architect to lead the architectural vision of the software stack for the Graphcore ML accelerator.
In this role, you lead an architecture team that will define the software architecture for Graphcore products.
You are a thought leader and an advocate for our long-term technical vision, engaging with project stakeholder, external partners and customers to ensure alignment and clarity.
You are an excellent communicator, and you proactively convey architectural decisions and changes as the product evolves.
The Team
The software architecture team is responsible for defining, maintaining and communicating the overarching architecture of our software stack, from firmware to ML frameworks.
The team works within the wider software organisation, partnering closely with engineering teams who deliver against this architectural vision.
Responsibilities and Duties
- Communicate the long-term technical vision & strategy for the software architecture
- Define the processes and procedures to define, agree and maintain the software architecture.
- Act as an advocate and thought leader for the long-term technical vision across the organisation.
- Advocate for the user experience to ensure that the software architecture results in a software stack that is easy to use.
- Manage technical and project-level architectural risks.
- Work closely with engineering, product, leadership, and partners to ensure alignment between business goals and architectural vision.
- Inspire, grow, mentor and develop the software architecture team.
- Clearly communicate the trade off’s for architectural decisions that have company wide impacts.
- Stay informed about trends and developments in the ML/software ecosystem.
Candidate Profile
Essential:
- Proven experience in a leadership role.
- Experience of working with silicon and hardware teams.
- Technical expertise in the ML accelerator software space.
- Excellent communication skill, both written and verbal.
- Collaborative mindset and ability to influence.
- Pragmatic approach to decision making, being very aware of trade-offs and implications.
- Experience in one or more of these technologies; Firmware, Drivers, ML frameworks (PyTorch, Triton, etc), Collectives, HPC, Tooling, C & C++, CPU architectures.
Desirable
- Demonstrable experience in a previous architecture role.
## Benefits
In addition to a competitive salary, Graphcore offers flexible working, a generous annual leave policy, private medical insurance and health cash plan, a dental plan, pension (matched up to 5%), life assurance and income protection. We have a generous parental leave policy and an employee assistance programme (which includes health, mental wellbeing, and bereavement support). We offer a range of healthy food and snacks at our central Bristol office and have our own barista bar! 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.
Applicants for this position must hold the right to work in the UK. Unfortunately at this time, we are unable to provide visa sponsorship or support for visa applications
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Навыки
- C++
- PyTorch
- Triton
- Firmware
- Machine Learning
- Computer Architecture
- HPC
- Drivers
Возможные вопросы на собеседовании
Кандидат должен понимать, как архитектурные решения влияют на конечную производительность нейросетей на специфическом железе.
Как бы вы сбалансировали гибкость программного стека для поддержки новых ML-фреймворков с необходимостью глубокой оптимизации под конкретную архитектуру чипа?
Роль директора подразумевает управление командой высококвалифицированных архитекторов.
Опишите ваш подход к разрешению технических конфликтов между ведущими архитекторами при выборе долгосрочной стратегии развития продукта.
Важно понимать опыт работы на стыке софта и железа.
Расскажите о самом сложном компромиссе (trade-off), который вам пришлось принять между аппаратными ограничениями и удобством использования ПО для конечных разработчиков.
Graphcore работает в быстро меняющейся среде ИИ.
Как вы планируете интегрировать поддержку таких технологий, как Triton или новые методы коллективных коммуникаций (Collectives), в существующую архитектуру?
Вакансия подчеркивает важность пользовательского опыта.
Что, по вашему мнению, является ключевым фактором 'удобства использования' (usability) в контексте низкоуровневого ПО для ML-ускорителей?
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