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LLM Algorithmic Optimization Engineer Intern

NIO · San Jose, CA

Applies on Workday

Dates for this one

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Posted

Oct 11, 2024

What matters in this listing

What you'll own

  • Collaborate with cross-functional teams to ensure the integration of optimized models into real-world automotive applications.

Requirements and eligibility

  • Currently pursuing or completed a PhD or Master’s degree in Computer Science, Computer Engineering, Applied Mathematics, Communications, Electronics, or a related field with relevant research projects and publications.
  • Strong understanding of GPU/NPU architecture and optimization techniques to identify and address bottlenecks.
  • Proficient in LLM and VLM architectures and algorithms, familiar with transformer based NLP / Audio / CV algorithms and technologies.
  • Proficiency in Python and experience with AI-related training and inference tools such as PyTorch.

Preferred, not required

  • Experience in LLM inference optimization on resource constrained edge devices is a plus.
  • Experience in inference optimization techniques of deep learning models or libraries on hardware architectures;
  • Familiar with microkernel architecture, Linux kernel, hypervisor, middleware, and application framework

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