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PhD Student in Machine Learning for Wireless Communications(m/w/x)
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
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
Languages
English – Business 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
- Huawei Research Center Germany & AustriaFull-timeOn-siteNot specifiedMünchen
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PhD Student in Machine Learning for Wireless Communications(m/w/x)
The AI Job Search Engine
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.
Let AI find the perfect jobs for you!
Upload your CV and Nejo AI will find matching job offers for you.
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
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
Languages
English – Business 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
About the Company
Huawei Research Center Germany & Austria
Industry
IT
Description
Huawei is a leading global information and communications technology (ICT) solutions provider, committed to developing the future information society.
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