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samsungsemiconductor
Страна
США
Зарплата
138 000 $ – 206 000 $
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SeniorВ офисеПолная занятость

Senior Engineer, AI/ML Visualization

Оценка ИИ

Престижная позиция в передовом подразделении Samsung (AGI Lab) с конкурентной зарплатой и отличным пакетом льгот. Работа над технологиями будущего (AGI) в Кремниевой долине обеспечивает высокий потенциал для профессионального роста.


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Сложность вакансии

ЛегкоСложно
Оценка ИИ

Роль требует редкого сочетания навыков: глубокого понимания AI/ML процессов, опыта в высокопроизводительной графике (WebGL/WebGPU) и full-stack разработки. Высокая планка ожиданий обусловлена необходимостью визуализировать сложные архитектурные решения на уровне железа и компиляторов.

Анализ зарплаты

Медиана175 000 $
Рынок145 000 $ – 215 000 $
Оценка ИИ

Предложенный диапазон $138k – $206k полностью соответствует рыночным стандартам для Senior-инженеров в Сан-Хосе. Верхняя граница диапазона даже несколько превышает медиану, что характерно для узкоспециализированных ролей в области AI.

Сопроводительное письмо

I am writing to express my strong interest in the Senior Engineer, AI/ML Visualization position at Samsung Semiconductor's AGI Computing Lab. With a robust background in full-stack visual analytics and a passion for making complex technical systems intuitive, I am eager to contribute to your mission of revolutionizing AI/ML workload execution. My experience in developing high-performance visualization tools using React, Node.js, and WebGL aligns perfectly with your requirements for building scalable platforms for AGI.

Throughout my career, I have focused on bridging the gap between hardware complexity and software usability. I have extensive experience with WebGL/WebGPU frameworks like three.js and have successfully integrated independent graphics modules with micro-services to ensure seamless client experiences. The opportunity to collaborate with hardware architects and compiler engineers at Samsung to diagnose and optimize AI/ML inference is exactly the kind of challenge I thrive on. I am particularly excited about the prospect of applying my skills in GLSL and WebAssembly to enhance the logical precision of your analytical tools.

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Откликнитесь в samsungsemiconductor уже сейчас

Присоединяйтесь к команде Samsung AGI Computing Lab и создавайте будущее визуализации искусственного интеллекта уже сегодня!

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!

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

What You’ll Do

  • Develop and maintain highly interactive, large-scale and complex web-based visual analytics tools on AI/ML workloads.
  • Design and implement creative and performant visualizations to assist in diagnosing issues or uncovering optimization opportunities in AI/ML inference and serving.
  • Collaborate closely with hardware architects and compiler engineers to define, design, and implement effective visualization solutions enhancing their workflow.
  • Develop high-performance visualization workflows by integrating independent graphics modules with micro-services to handle asset optimization, ensuring a non-blocking experience on the client.
  • Continuously seek improvements to existing tools and develop new approaches to meet fast-evolving requirements.
  • Stay up-to-date with the latest advancements in web development and visualization techniques.
  • Contribute to the development of the documentation and user guides.
  • Complete other responsibilities as assigned.

What You Bring

  • Bachelor’s with 5+ years, or Master’s with 3+ years, or PhD's with 0+ years of industry experience.
  • An innate drive to clarify deep technical complexity, balancing creative visualization with engineering rigor to build analytical tools that make interdependent hardware and software models intuitive without sacrificing logical precision.
  • Strong experience in full-stack visual analytics software development, with a focus on building scientific or infrastructure visualization tools. Experience in AI model visualization integrated with PyTorch is a plus.
  • Strong proficiency in modern frontend technologies like React and backend technologies like Node.js or Python-based frameworks. Experience in graph-based UI is a plus.
  • Proven experience in WebGL/WebGPU based frameworks such as three.js or deck.gl. GLSL experience is a plus. Experience in WebAssembly with C++ is a plus.
  • Excellent problem-solving skills and ability to think critically and creatively.
  • 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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Навыки

  • React
  • Node.js
  • Python
  • WebGL
  • WebGPU
  • Three.js
  • Deck.gl
  • GLSL
  • WebAssembly
  • C++
  • PyTorch
  • Full-stack Development
  • Data Visualization

Возможные вопросы на собеседовании

Проверка опыта работы с высоконагруженной графикой в браузере.

Как вы оптимизируете рендеринг при визуализации графов с десятками тысяч узлов и связей в WebGL?

Оценка понимания специфики AI/ML рабочих нагрузок.

Какие ключевые метрики производительности AI-инференса наиболее критичны для визуализации при поиске узких мест в аппаратной части?

Проверка навыков интеграции фронтенда с тяжелыми вычислениями.

В каких случаях вы бы предпочли использовать WebAssembly вместо чистого JavaScript для инструментов визуализации данных?

Оценка опыта работы с современными графическими API.

Расскажите о вашем опыте работы с WebGPU. Какие преимущества он дает по сравнению с WebGL для задач визуализации научных данных?

Проверка навыков командного взаимодействия.

Опишите случай, когда вам нужно было перевести сложные требования инженеров по аппаратному обеспечению в интуитивно понятный интерфейс. Как вы расставляли приоритеты?

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samsungsemiconductor
Страна
США
Зарплата
138 000 $ – 206 000 $