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HUHuawei Research Center Germany & Austria

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

München
Full-timeOn-site
AI/ML
Data Science

Investigating neural transceivers and generative models for 6G wireless systems. Master's in ML/Engineering and solid wireless communications knowledge essential. German and Mandarin language courses.

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

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

Education

  • Master's degree

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • Python
  • PyTorch
  • TensorFlow
  • JAX

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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