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Intern, Edge AI / On-device AI NPU Architecture Research

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SK hynix America

Mar 25

Applications are closed

  • Internship
    Full-time
    Off-cycle Internship
  • Research & Development
    Data
  • San Jose

Requirements

  • Master or PhD candidate
  • Knowledge in Generative AI fundamentals such as CNN, RNN, LSTM, Diffusion Models and LLMs.
  • Knowledge in advanced packaging (2.5D and 3D), chip-to-chip interconnection and its simulation
  • Fluent in RTL coding (Verilog) and a relevant tool (ModelSIM, Cadence)
  • Experience in analog simulation (PSpice)
  • Strong sense of teamwork and collaboration
  • Preferred Major(s):
  • Electrical Engineering or Computer Engineering

Responsibilities

  • You will research and evaluate various NPUs and their memory solution architectures for the edge AI / on-device AI applications for Memory-Centric Computing.
  • Includes SRAM-based in-memory computing, In-DRAM Computing, and NPU-memory interconnection.

SK hynix America

We Do Technology

Manufacturing & Electronics
Industry
201-500
Employees
1983
Founded Year

Mission & Purpose

Semiconductors are essential to all IT products, and its performance often determines the performance of the final products. SK hynix is a global leader in producing semiconductor, such as DRAM, NAND Flash and CMOS Image Sensors. With these technology driven semiconductor products, SK hynix has consistently led the industry and is now the second largest memory chip maker worldwide. IT devices become more pervasive as new imaginative and innovative IT products continue to grab imagination and desires of consumers. SK hynix has enhanced its competency with the best level of technology and a wide range of business portfolios in order to satisfy all those demand from customers. As a member of SK Group*, SK hynix is aiming at becoming the world’s best semiconductor company. SK hynix America Inc. operates as a subsidiary of SK Hynix Inc. *SK Group is one of South Korea's top five industrial conglomerates. It has about 40 affiliated companies, ranging from energy, telecommunications, finance, to construction.