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Intern, AI/LLM Characterization & Tight Coupling Analysis at Samsung Semiconductor, Inc.
San Jose, United States


Job Descrption

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: Supercomputing Project (SCP), Modeling Track: Super node hardware sub-team & AI/LLM/GPT Application sub-team
  • Skills You’ll Learn:
    • Understanding how various coupling architectures can impact application performance and power.
    • Running of applications using various profiling tools on various hardware.
    • Analyzing profiling results to understand application and hardware bottlenecks and profiler limitations.
    • Gain understanding of key phases of applications under study and their performance on various hardware.
    • Running of applications on the SST simulator, understanding its configurations, and possibly the internal modeling details.

What You’ll Do

  • Characterize the amount of latency imposed by kernel launches and data transfers for various GPU-accelerated workloads on various hardware (discrete and integrated GPUs) using existing profiling tools (nsys/nsight, Vtune, Advisor, Tau).
  • AI inference: LLMs, DLRMs, Graph NNs
  • Estimate potential speedup of these workloads if run on tightly-coupled accelerator hardware. Explain assumptions/rationale for the estimates.
  • Estimate potential power savings of these workloads if run on tightly-coupled accelerator hardware. Explain assumptions/rationale for the estimates.
  • Identify specific AI workloads and specific areas/phases/kernels of AI workloads that benefit from tight coupling.
  • As the research progresses, alternate or additional scope may be proposed by either party. Inclusion of that scope must be mutually agreed upon between Samsung and internship candidate.
  • Complete other responsibilities as assigned.

Location: Hybrid, working onsite at our San Jose, CA headquarters 3 days per week, with the flexibility to work remotely the remainder of your time  

What You Bring

  • Masters or PhD candidate in Computer Science, Electrical Engineering, or Computer Engineering
  • Experience with HPC systems preferred 
  • In-Depth familiarity with high performance computer architecture (processors, network, or memory) preferred 
  • Familiarity with HPC and AI applications (e.g. LLM/GPT) preferred
  •  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—$59 USD

Equal Opportunity Employment Policy
Samsung Semiconductor is proud to be an equal opportunity workplace and affirmative action employer. We’re committed to fostering an inclusive environment where everyone feels welcomed and empowered to do their best work. We hire the best talent for our teams, regardless of race, religion, color, age, disability, sex, gender identity, sexual orientation, ancestry, genetic information, marital status, national origin, political affiliation, or veteran status. Our focus is on hiring teammates with humble expertise, kindness, dedication, and a willingness to embrace challenges and learn together every day.

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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