Co-op Researcher

2 weeks ago


Markham, Canada Huawei Full time

Our team has an immediate Co-op opening for a Researcher.

Responsibilities:

  • Collect, analyze and process massive data of user connections on Huawei's global networks based on advanced deep learning, reinforcement learning and Bayesian optimization technologies.
  • Build network training models, intelligent analysis and key feature extraction systems, and predict real-time communication qualities.
  • Contribute and collaborate on research and implementation of advanced network technologies, including but not limited to network protocol stack optimization, traffic engineering, congestion control, routing and resource allocation.
  • Explore optimization opportunities for cutting-edge data-driven and learning-basedtechnologies in Huawei's global networks based on the latest research progress.

What you’ll bring to the team:

  • Knowledge in basic computer network protocols, e.g., TCP/IP, IPv6, HTTP, BGP and OSPF.
  • Experience in theoretical and empirical research in machine learning.
  • Proficient in using machine learning framework PyTorch, and programming language Python.
  • Ability to apply, evaluate and modify machine learning algorithms against various data sources and use cases.
  • Experience in developing and debugging in Go, JAVA, C/C++, or C# is an asset.
  • Experience in a university, industry, or government lab(s), in a role with primary emphasis on computer networking research is an asset.
  • First-author publications at top networking/AI conferences is an asset.
  • In pursuit of BS,MS, or PhD degree in computer science, machine learning/, statistics, applied mathematics, data science, or related technical fields.
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