Senior Machine Learning Algorithm Engineer (Network Transmission) Senior Machine Learning Algorithm Engineer  …

Rrecruiter
à Singapour, Singapore, Singapour
CDI, Plein-temps
Dernière candidature, 14 sept. 20
7,000 - 15,000
Rrecruiter
à Singapour, Singapore, Singapour
CDI, Plein-temps
Dernière candidature, 14 sept. 20
7,000 - 15,000
Industry: MNC Internet company specialize in live streaming and short-form video

Responsibilities:

  • Apply Machine Learning (DL/RL) tools to design/optimize/deploy algorithms for network transport tasks over a variety of network types, eg wired/wireless/3G/4G
  • Apply Machine Learning/Data Mining tools to conduct in-depth and interpretable data analytics for both operational log traces as well as network data measurements, in order to assist optimizing algorithm design and methodology improvement
  • Conduct comprehensive and in-depth literature survey and gain better understanding of SOTA methodologies and most advanced techniques in the related area, and support and collaborate with other teams 

Requirement

  • Bachelor or Master Degree in computer science, computer engineering, similar technical field of study or equivalent practical experience
  • Experienced in Machine Learning (Deep Learning) related frameworks and tools such as Pytorch/MXNet/Tensorflow, etc; and/or familiar with reinforcement learning related algorithms and frameworks
  • Proficient in at least one of the prevalent programming languages, such as Python/C/C++, and smart and hands-on
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