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Researcher - Data Driven Network

Company

Huawei Technologies Canada Co., Ltd.
Address Markham, Ontario, Canada
Employment type FULL_TIME
Salary
Category Telecommunications
Expires 2023-09-05
Posted at 9 months ago
Job Description
Our team has an immediate 12-month contract opening for a Researcher.


Responsibilities:


  • 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.
  • Build network training models, intelligent analysis and key feature extraction systems, and predict real-time communication qualities.
  • 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.
  • Explore optimization opportunities for cutting-edge data-driven and learning-based technologies in Huawei's global networks based on the latest research progress.


Job requirements


What you’ll bring to the team:


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