Researcher - Generative AI

1 month ago

Montreal, Canada Huawei Technologies Canada Co., Ltd. Full time

Our team has an immediate 12-month contract opening for a Researcher.

Responsibilities:

  • Contributing to the synthesis of new approaches/designs to improve the performance of Generative AI, directions include but are not limited to: generative AI, generative models, diffusion models, reinforcement learning,generative agents, large language models, optimization and machine learning theory
  • Proposing and developing advanced AI/ML models to address the real-world issues of above directions
  • Communicating with business units to find out their challenges, and solving them with AI/ML tools
  • Translating mathematical problem definitions and model/solution specifications into efficient executable code
  • Conducting experiments on large-scale data sets to verify and evaluate the proposed ideas and solutions
  • Keeping track of the latest progresses in the (selected) AI/ML areas:generative AI, generative models, diffusion models, reinforcement learning, generative agents, large language models, optimization and machine learning theory
  • Proposing high-impact intellectual properties (e.g., patents); publishing or contributing to the publishing of research papers in top-tier AI/ML venues
  • Working closely with the team, as well as other Huawei units (if needed)

What you'll bring to the team:

  • A Ph.D. degree in Computer Science, Electrical and Computer Engineering, Communications, Statistics, Applied Mathematics, or a related field; or a master degree with 2+ years of work experience in the related fields
  • Experience ofGitHub high-star open source projects
  • 2+ years of work experience in AI/ML is an asset
  • Publications in high-quality AI/ML venues (e.g., NeurIPS, ICML, ICLR, AAAI)
  • Strong AI/ML coding skills; experienced with Tensorflow or Pytorch
  • Award-winning experience in international competitions is an asset
  • Good communication skills, willingness to collaborate, self-motivated

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