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    Researcher Deep Learning - Montreal, Canada - Huawei Technologies Canada Co., Ltd.

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

    Found in: Talent CA C2 - 1 day ago

    Huawei Technologies Canada Co., Ltd. background
    Contract
    Description

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

    Responsibilities:

    • Work on innovative ML models with real world applications, such as AI – enabled chip design;
    • Implement algorithms for proposed models and applications;
    • Work closely with researchers in the team;
    • Keeping up-to-date on selected areas of ML (such as graph representation learning, AI4EDA, and deep learning);
    • Write scientific technical reports;
    • Submit manuscripts to top-tier conferences and file high-value patents.


    What you'll bring to the team:

    • Master's or PhD degree in Computer Science, Electrical Engineering, Statistics, Applied Mathematics or a related technical field;
    • Good knowledge of Deep Learning (DL) components (training, regularization, generalization) and familiar with common DL architectures (e.g., transformer, CNNs, diffusion models);
    • Have publication experience in top AI/ML, NLP or EDA conferences (NeurlPS, ICML, ACL, DAC, ICCAD, etc.);
    • Strong coding skills in Python. Coding experience in C++ is an asset;
    • Knowledge and experience in Large Language Models (LLMs) is an asset;
    • Experience in hardware design or EDA tools is an asset;
    • Knowledge and experience in Graph Neural Networks (GNNs) is an asset;
    • Have good communication skills.
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