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samsungsemiconductor
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США
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SeniorВ офисеПолная занятость

Senior Engineer, Performance Architecture

Оценка ИИ

Исключительная позиция в передовом исследовательском центре (AGI Lab) мирового лидера. Предлагает конкурентную зарплату, отличный соцпакет и возможность работать над технологиями будущего, хотя требует обязательного присутствия в офисе.


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Сложность вакансии

ЛегкоСложно
Оценка ИИ

Высокая сложность обусловлена необходимостью глубоких знаний в архитектуре процессоров, памяти и систем ИИ, а также опытом моделирования сложных систем (PPA). Требуется умение работать на стыке железа и софта в исследовательском подразделении.

Анализ зарплаты

Медиана175 000 $
Рынок145 000 $ – 220 000 $
Оценка ИИ

Предложенный диапазон $138k – $206k полностью соответствует рыночным стандартам для Senior-инженеров в Кремниевой долине. Нижняя планка подходит для кандидатов с MS и небольшим опытом, в то время как верхняя соответствует опытным специалистам или PhD.

Сопроводительное письмо

I am writing to express my strong interest in the Senior Engineer, Performance Architecture position within the AGI Computing Lab at Samsung Semiconductor. With a solid background in computer architecture and extensive experience in modeling high-performance computing systems, I am eager to contribute to your mission of optimizing next-generation AI platforms through hardware-software co-design.

In my previous roles, I have developed a deep expertise in PPA (Power, Performance, and Area) analysis and design space exploration, which aligns perfectly with your focus on Memory Centric Computing. I am particularly drawn to Samsung's commitment to solving complex system-level challenges for LLMs and emerging AI workloads. I am confident that my analytical skills and collaborative approach will allow me to effectively bridge the gap between hardware and software components to maximize system efficiency.

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Составьте идеальное письмо к вакансии с ИИ-агентом

Составьте идеальное письмо к вакансии с ИИ-агентом

Откликнитесь в samsungsemiconductor уже сейчас

Присоединяйтесь к команде Samsung AGI Computing Lab и создавайте архитектуру будущего для систем искусственного интеллекта!

Описание вакансии

Please Note:

To provide the best candidate experience amidst our high application volumes, each candidate is limited to 10 applications across all open jobs within a 6-month period.

Advancing the World’s Technology Together

Our technology solutions power the tools you use every day--including smartphones, electric vehicles, hyperscale data centers, IoT devices, and so much more. Here, you’ll have an opportunity to be part of a global leader whose innovative designs are pushing the boundaries of what’s possible and powering the future.

We believe innovation and growth are driven by an inclusive culture and a diverse workforce. We’re dedicated to empowering people to be their true selves. Together, we’re building a better tomorrow for our employees, customers, partners, and communities.

The AGI (Artificial General Intelligence) Computing Lab is dedicated to solving the complex system-level challenges posed by the growing demands of future AI/ML workloads. Our team is committed to designing and developing scalable platforms that can effectively handle the computational and memory requirements of these workloads while minimizing energy consumption and maximizing performance. To achieve this goal, we collaborate closely with both hardware and software engineers to identify and address the unique challenges posed by AI/ML workloads and to explore new computing abstractions that can provide a better balance between the hardware and software components of our systems. Additionally, we continuously conduct research and development in emerging technologies and trends across memory, computing, interconnect, and AI/ML, ensuring that our platforms are always equipped to handle the most demanding workloads of the future. By working together as a dedicated and passionate team, we aim to revolutionize the way AI/ML applications are deployed and executed, ultimately contributing to the advancement of AGI in an affordable and sustainable manner. Join us in our passion to shape the future of computing!

We are looking for a Senior Engineer, Performance Architecture.  This role is being offered under the AGICL lab as a part of DSRA. We are a research-driven systems lab working at the intersection of large language models, accelerator hardware, and high-performance software stacks. Our mission is to design, prototype, and optimize next-generation AI systems through tight hardware–software co-design.

Location:  Daily onsite presence at our San Jose, CA office / U.S. headquarters in alignment with our Flexible Work policy.

What You’ll Do

  • Model the architecture, performance, and power characteristics of Memory Centric Computing platforms
  • Develop and optimize models to explore a large design space.
  • Analyze various trade-offs within a design space, considering different architectural choices and workloads.
  • Collaborate with architecture, design and software engineers to ensure that the PPA of modeled systems meet the requirements of our users
  • Conduct research and development in emerging technologies and trends in AI/ML workloads and Memory Centric Computing architectures
  • Communicate effectively with stakeholders, including users, partners, and management, to ensure that the systems are delivered on time and within budget

What You Bring

  • BS in Computer/Electrical Engineering or Computer Science with 5+ years of working experiences in silicon development or MS in Computer/Electrical Engineering or Computer Science with 3+ years of relevant working experience or PhD and 0+ years of relevant working experience preferred.
  • Strong background in computer architecture
  • Experiences in developing and optimizing models for high-performance computing systems
  • Strong analytical and problem-solving skills
  • Excellent communication and interpersonal skills
  • Ability to work independently and as part of a team
  • You’re inclusive, adapting your style to the situation and diverse global norms of our people.
  • An avid learner, you approach challenges with curiosity and resilience, seeking data to help build understanding.
  • You’re collaborative, building relationships, humbly offering support and openly welcoming approaches.
  • Innovative and creative, you proactively explore new ideas and adapt quickly to change.

#LI-VL1

What We OfferThe pay range below is for all roles at this level across all US locations and functions. Pay within this range varies by work location and may also depend on job-related knowledge, skills, and experience. We also offer incentive opportunities that reward employees based on individual and company performance. 

This is in addition to our diverse package of benefits centered around the wellbeing of our employees and their loved ones. In addition to the usual Medical/Dental/Vision/401k, our inclusive rewards plan empowers our people to care for their whole selves. An investment in your future is an investment in ours.

Give Back With a charitable giving match and frequent opportunities to get involved, we take an active role in supporting the community.

Enjoy Time Away You’ll start with 4+ weeks of paid time off a year, plus holidays and sick leave, to rest and recharge.

Care for Family Whatever family means to you, we want to support you along the way—including a stipend for fertility care or adoption, medical travel support, and virtual vet care for your fur babies.

Prioritize Emotional Wellness With on-demand apps and free confidential therapy sessions, you’ll have support no matter where you are.

Stay Fit Eating well and being active are important parts of a healthy life. Our onsite Café and gym, plus virtual classes, make it easier.

Embrace Flexibility Benefits are best when you have the space to use them. That’s why we facilitate a flexible environment so you can find the right balance for you.

Base Pay Range

$138,000—$206,000 USD

Equal Opportunity Employment Policy

Samsung Semiconductor takes pride in being an equal opportunity workplace dedicated to fostering an environment where all individuals feel valued and empowered to excel, regardless of race, religion, color, age, disability, sex, gender identity, sexual orientation, ancestry, genetic information, marital status, national origin, political affiliation, or veteran status.

When selecting team members, we prioritize talent and qualities such as humility, kindness, and dedication. We extend comprehensive accommodations throughout our recruiting processes for candidates with disabilities, long-term conditions, neurodivergent individuals, or those requiring pregnancy-related support. All candidates scheduled for an interview will receive guidance on requesting accommodations.

Recruiting Agency Policy

We do not accept unsolicited resumes. Only authorized recruitment agencies that have a current and valid agreement with Samsung Semiconductor, Inc. are permitted to submit resumes for any job openings.

Applicant AI Use Policy

At Samsung Semiconductor, we support innovation and technology. However, to ensure a fair and authentic assessment, we prohibit the use of generative AI tools to misrepresent a candidate's true skills and qualifications. Permitted uses are limited to basic preparation, grammar, and research, but all submitted content and interview responses must reflect the candidate’s genuine abilities and experience. Violation of this policy may result in immediate disqualification from the hiring process.

Applicant Privacy Policy

https://semiconductor.samsung.com/about-us/careers/us/privacy/

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Создайте идеальное резюме с помощью ИИ-агента

Создайте идеальное резюме с помощью ИИ-агента

Навыки

  • Computer Architecture
  • Silicon Development
  • Performance Modeling
  • PPA Analysis
  • AI/ML Workloads
  • Memory Centric Computing
  • Hardware-Software Co-design
  • System Simulation

Возможные вопросы на собеседовании

Проверка понимания фундаментальных ограничений современных систем при работе с большими языковыми моделями.

Какие основные узкие места в архитектуре памяти вы видите для современных LLM и как Memory Centric Computing может их решить?

Оценка навыков оптимизации и поиска компромиссов в дизайне.

Опишите ваш опыт проведения Design Space Exploration. Какие метрики вы считаете приоритетными при балансировке производительности и энергопотребления?

Проверка владения инструментарием моделирования.

Какие инструменты или фреймворки вы использовали для моделирования архитектуры и оценки PPA? Каковы были ограничения этих моделей?

Оценка способности работать в междисциплинарной команде.

Расскажите о случае, когда вам пришлось адаптировать архитектурное решение под требования разработчиков программного обеспечения. Как вы достигли компромисса?

Проверка осведомленности о трендах индустрии.

Какие изменения в архитектуре ускорителей ИИ вы ожидаете в ближайшие 3-5 лет в связи с ростом сложности моделей AGI?

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samsungsemiconductor
Страна
США
Зарплата
138 000 $ – 206 000 $