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Intern, Architecture Research Engineer
Intern, Architecture Research EngineerSamsung Semiconductor • San Jose, California, USA
Intern, Architecture Research Engineer

Intern, Architecture Research Engineer

Samsung Semiconductor • San Jose, California, USA
6 days ago
Job type
  • Full-time
Job description

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 Worlds 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 youll have an opportunity to be part of a global leader whose innovative designs are pushing the boundaries of whats possible and powering the future.

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

What Youll Learn

  • Project Overview : H / W S / W co-design of AI accelerators
  • Skills Youll Learn :

Microarchitecture of AI accelerators

  • Design space exploration of AI accelerators
  • What Youll Do

    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 headquarters in alignment with our Flexible Work policy

    Reports to : Senior Director AI / ML Computer Architecture

  • Research novel techniques in collective communications for high-performance deep learning applications.
  • Research design space exploration methodology and pruning for efficient architecture exploration.
  • Design algorithms and microarchitectural features to optimize data locality to minimize energy consumption.
  • Work closely with the compiler team to integrate new ML techniques and algorithms into the compiler.
  • Contribute to ML compiler and architecture research and write research papers.
  • Stay up-to-date with the latest trends and advancements in the field of ML architectures.
  • Complete other responsibilities as assigned.
  • What You Bring

  • Pursuing Masters or PhD in Computer Science or Electrical Engineering preferred.
  • Research experience with hardware architectures such as CPUs GPUs TPUs and NPUs.
  • Published papers in Microarchitecture and Systems conferences preferred.
  • Experiences in developing simulators for high-performance computing systems
  • Understanding of system level characteristics of LLM DLRM and CNN and other ML workloads.
  • Familiarity with PyTorch Tensorflow or JAX.
  • Strong analytical and problem-solving skills
  • Excellent communication and interpersonal skills
  • Ability to work independently and as part of a team
  • Youre 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.
  • Youre collaborative building relationships humbly offering support and openly welcoming approaches.
  • Innovative and creative you proactively explore new ideas and adapt quickly to change.
  • #LI-AD1

    What We Offer

    The pay range below is for all roles at this level across all US locations and functions. Individual pay rates depend on a number of factorsincluding the roles function and location as well as the individuals knowledge skills experience education and training.

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

    Relocation Support Live 50 miles away from your new office No worries! Well provide a stipend to help support your move.

    Housing Stipend Signing a lease on a new place for your summer internship Well help you pay your way with a monthly stipend.

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

    Prioritize Emotional Wellness With on-demand apps and paid therapy sessions youll 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. Thats why we facilitate a flexible environment so you can find the right balance for you.

    Hourly Base Pay Rate

    $28 - $62 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 candidates true skills and qualifications. Permitted uses are limited to basic preparation grammar and research but all submitted content and interview responses must reflect the candidates genuine abilities and experience. Violation of this policy may result in immediate disqualification from the hiring process.

    Applicant Privacy Policy

    Experience : Intern

    Key Skills

    Robotics,Machine Learning,Python,AI,C / C++,Data Collection,Research Experience,Signal Processing,Natural Language Processing,Computer Vision,Deep Learning,Tensorflow

    Employment Type : Intern

    Experience : years

    Vacancy : 1

    Monthly Salary Salary : 28 - 62

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    Research Intern • San Jose, California, USA

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