Intern, AI Device Research Scientist

1 Month ago • Upto 1 Years • Artificial Intelligence

Job Summary

Job Description

This internship focuses on AI device research, specifically architecture-software co-design for CXL-based general-purpose compute or AI devices. Responsibilities include understanding CXL's impact on programming models (CUDA, OpenCL), identifying device hardware resources for AI applications (CNNs, LLMs), designing and evaluating device hardware and software architecture improvements, and building AI inference systems with data compression and emulators. The intern will analyze systems at the system and workload levels, focusing on AI or big data processing, and contribute to the design of device hardware and software architecture. The role requires working onsite at least 3 days a week in San Jose, California.
Must have:
  • PhD student (penultimate year)
  • AI models experience
  • GPU programming
  • Big data platforms (Spark, Hadoop)
  • OS and storage device understanding
Perks:
  • Relocation Support
  • Housing Stipend
  • Charitable Giving Match
  • Paid Therapy Sessions
  • Onsite Gym and Cafe
  • Flexible Environment

Job Details

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.

What You’ll Learn

  • Project Overview:
    • Architecture-software co-design for CXL-based general-purpose compute or AI devices 
  • Skills You'll Learn:
    • Latest CXL technology
    • Existing compute-enabled storage devices and efforts to simulate CXL environments at Samsung
    • System-level and workload-level analysis on AI or big data processing systems
    • Device HW and software architecture design 

What You’ll Do

  • Understand the impact of CXL on programming / memory model such as CUDA and OpenCL, communication and device HW architecture.
  • Identify required device HW resources for various AI applications including CNN, LLM training / inferencing, recommendation models and etc.
  • Design and evaluate the device HW architecture and software that can possibly improve the current architecture. 

Location: Working onsite at our San Jose office at least 3 days per week on Monday - Wednesday, with the flexibility to work remotely the remainder of your time

Reports to: Director

  • Design AI inference system with data compression
  • Build AI inference system with device emulator
  • Integrate data compression algorithm into AI inference system
  • Measure performance of AI inference system
  • Optimize performance of AI inference system
  • Complete other responsibilities as assigned.

What You Bring

  • Currently in the penultimate year of a PhD degree or higher
  • Experience with AI models, general-purpose GPU programming, or big data processing platforms such as Spark and Hadoop
  • Understanding on operating systems and storage devices 
  • 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.

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 factors—including the role’s function and location, as well as the individual’s 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 ones. In 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! We'll provide a stipend to help support your move.
Housing Stipend
Signing a lease on a new place for your summer internship? We'll 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, 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.

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.

Covid-19 Policy
To help keep our employees, customers, and communities safe, we’ve developed guidelines for our teams. Currently, we encourage vaccination for all employees and may require it depending on job functions (e.g., traveling for business, meeting with customers). While visiting our offices or attending team events, we ask employees to complete a daily health questionnaire and complete a weekly COVID test. Our COVID policies are subject to change depending on public health, regulatory and business circumstances. 

Applicant Privacy Policy
https://semiconductor.samsung.com/us/careers/privacy

 

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