AI/Distributed Learning Research Engineer
Huawei Technologies Canada Co., Ltd.
Ottawa, Ontario, Canada
2d ago

Job Description

  • Conceive new deep learning algorithms, concepts, and models for distributed AI approaches
  • Outside-the-box-thinking, prototyping experiments and simulations in Python
  • Developing distributed learning tools and libraries to streamline research
  • Take existing industry standard deep learning approaches and reframe them as a distributed learning problem
  • Reproducing and verifying state-of-the-art research publications
  • Communicating your work to expert and novice audiences
  • Qualifications

  • Strong background in deep learning, Pytorch / Tensorflow are critical.
  • Practical AI optimizing / problem solving / troubleshooting experience.
  • Any degree is considered (Bachelors, Masters, PhD). Skills and experience in Computer Science, Computer Engineering, EECS, or related field will be prioritized.
  • 2+ years of relevant research and software development experience
  • Strong technical inclination and computer science background : experience with writing code from scratch and Linux knowledge, being able to design and optimize on high and low levels.
  • Experience with applied research and / or academia : Reading / writing academic papers, familiarity with a scientifically-minded workflow, communication skill
  • Credential Bonus

  • Knowledge of information theory and wireless communication principles.
  • Experience writing custom deep learning layers, losses, optimizer classes
  • Experience with tiny machine learning, AI on microcontrollers, practical AI compression
  • Strong mathematics skills
  • C++ (or similar) and debugging experience
  • LaTeX document drafting
  • Version control frameworks (Git, SVN)
  • Additional Information

    Huawei Canada is committed to providing valuable co-op opportunities to both undergraduate and graduate students.

    Working with us provides you the opportunities to network with the world leading professionals, to integrate theoretical knowledge with practical skills, and most importantly, to experience the cutting-edge technology before everyone else.

    We have internships throughout the year for you to choose from, co-op work term (4, 8, 12, 16 months) may begin in September, January, and May.

    Join us and together we will pave the way towards a better connected world.

    We thank all applicants for their interest in career opportunities with Huawei. Only selected candidates will be contacted for an interview.

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