This job listing expired on Oct 23, 2019
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Responsibilities

  • Research and implement machine learning and computer vision technology applicable in PUBG
  • Implementation and application of ML-based services
  • Advancement of machine learning technologies currently in application in PUBG

Minimum qualifications

  • Proficiency in more than one deep learning frameworks including TensorFlow, PyTorch, Keras, Caffe,etc.
  • Profound knowledge of linear algebra, algorithms, machine learning, optimization, and numerical methods
  • Experience in computer vision related fields (image classification, object detection, etc)
  • Ability to recognize trends in machine learning/deep learning and implement research papers
  • Experience of research or development in machine learning over 3 years (including graduate student period)

Preferred qualifications

  • Master's/doctoral degree in machine learning/deep learning/statistics or equivalent experience
  • Profound knowledge of Generative adversarial network, style transfer, etc.
  • Knowledge of and experience with cloud platforms such as AWS, GCP, etc.
  • Understanding of and experience with Docker