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Huawei Research Center Germany & Austria
8d ago

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

München
Full-timeOn-site
AI/ML
Data Science

Description

You will drive the future of 6G by researching advanced ML architectures and neural transceivers, while translating your findings into high-quality publications and industrial standards.

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Requirements

  • Master’s degree in Machine Learning, Engineering, or related field
  • Knowledge of Machine Learning and deep learning techniques
  • Solid knowledge of wireless communications
  • Experience with Python and machine learning libraries
  • Strong problem-solving, independence, and teamwork skills
  • Fluency in English

Education

Master's degree

Tasks

  • Research ML and AI for 6G wireless systems
  • Focus on neural transceivers and channel estimation
  • Investigate generative and sequence-based model architectures
  • Apply self-supervised learning to communication systems
  • Support technical contributions to industrial standardization bodies
  • Focus on PHY and MAC layer ML topics
  • Build simulation environments for performance evaluation
  • Publish research in top-tier journals and conferences

Tools & Technologies

PythonPyTorchTensorFlowJAX

Languages

EnglishBusiness Fluent

Benefits

Free or Subsidized Food

  • Healthy canteen meals

Learning & Development

  • Broad training opportunities
  • German language courses
  • Mandarin language courses

Informal Culture

  • Diverse and welcoming environment

Purpose-Driven Work

  • Self-responsible work
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