Researcher Efficient Computing

1 month ago

Montreal, Quebec, Canada Huawei Technologies Canada Co., Ltd. Full time
Job Title: Intern Researcher Efficient Computing

We are seeking a highly motivated and skilled Researcher to join our team at Huawei Technologies Canada Co., Ltd. as an Intern Researcher Efficient Computing.

Responsibilities:
  • Develop and contribute to the synthesis of novel AI4Net solutions, leveraging deep learning architectures and efficient training methods.
  • Stay up-to-date with the latest advancements in AI/ML areas, particularly efficient training, pruning, knowledge distillation, and linear Transformers.
  • Design, implement, and integrate models and algorithms, with a focus on efficient AI models and training/inference techniques.
  • Perform experiments, evaluate, analyze, and drive insights from experiments, with a focus on efficient AI models and training/inference techniques.
  • Contribute to the proposal of high-impact intellectual properties (e.g., patents), publishing of research papers in top-tier AI/ML conferences.
Requirements:
  • Ph.D. or Master's degree in Computer Science, Electrical and Computer Engineering, or a related field.
  • Hands-on experience with at least one deep learning architecture (e.g., Transformer, CNNs, RNNs, AEs).
  • Strong coding skills in one of the popular programming languages (e.g., Python, C/C++, Java).
  • Experience with AI/ML coding tools (e.g., Pytorch or Tensorflow).
  • Project experience on efficient AI models (linear Transformers, state space models, and etc.), training and inference (pruning, knowledge distillation, quantization, and etc.) is a huge asset.
  • Good communication skills, willingness to collaborate, self-motivated.

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