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Huawei Research Center Germany & Austria
last mo.

PhD Student in Machine Learning for Wireless Communications(m/w/x)

München
Full-timeOn-site
AI/ML
Data Science

Description

As a PhD student, you will engage in cutting-edge research on machine learning for 6G wireless systems, exploring innovative model architectures and contributing to industry standards while publishing findings in prestigious journals.

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Requirements

  • Master’s degree or equivalent in Machine Learning, Electrical Engineering, Telecommunications, Computer Science, or related field
  • Theoretical and practical knowledge of Machine Learning, particularly deep learning techniques
  • Knowledge of wireless communications
  • Experience with Python and machine learning libraries such as PyTorch, TensorFlow, or JAX
  • Strong problem-solving skills and ability to work independently and in a team
  • Fluency in English (both spoken and written)

Education

Master's degree

Tasks

  • Conduct advanced research on ML/AI for 6G wireless systems
  • Focus on neural transceivers and ML-based channel estimation
  • Investigate state-of-the-art model architectures for 6G communication
  • Explore generative models and self-supervised learning approaches
  • Provide technical support for contributions to industrial bodies
  • Emphasize PHY/MAC ML topics in standardization efforts
  • Build and improve simulation environments for ML-enabled systems
  • Enable realistic performance evaluation of wireless communication
  • Publish high-quality research papers in top-tier journals

Tools & Technologies

PythonPyTorchTensorFlowJAX

Languages

EnglishBusiness Fluent

Benefits

Free or Subsidized Food

  • Healthy meals in company canteen

Learning & Development

  • Broad range of training opportunities
  • Language courses in German and Mandarin

Informal Culture

  • Diverse and welcoming environment

Purpose-Driven Work

  • Self-responsible work
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