Machine Learning Engineer

24 hours ago


Espoo, Uusimaa, Finland Nokia Full time

Join Nokia's Research Team

We are seeking a researcher to join our Visual AI Systems Research team. As a member of this team, you will contribute to the development of future multimedia technologies.

Your Role

You will be responsible for:

  • Contribution to the research and development of AI-based multimedia tools.
  • Design and development of algorithms to improve neural network compression.
  • Representation of Nokia at multimedia standardization forums.
  • Publishing research in conferences and journals.

Requirements

To succeed in this role, you will need:

  • A PhD degree in machine learning, computer science, signal processing, electrical engineering, or a related field, with a minimum of 1 year of industrial work experience after completion of PhD.
  • Strong information theory basis, understanding context models and information coding, strong mathematical and algorithmic design skills, and solid understanding of machine learning, specifically deep neural networks.
  • Excellent programming skills including Python and C/C++ combined with knowledge of at least one machine learning framework like PyTorch or TensorFlow.
  • Strong verbal and written communication skills.
  • Background in standardization and innovation.
  • Knowledge of neural network compression.

Desirable Skills

  • Knowledge of neural video codecs.
  • Understanding of MLOps and knowledge of utilizing such practices.
  • Knowledge of using GPU and CPU computing resources.

About Nokia

Nokia is a technology leader across mobile, fixed, and cloud networks. We strive for technology leadership and innovation.



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