Huawei Research Center Germany & Austria
PhD Student - Machine Learning for Wireless Communications(m/w/x)
Full-timeOn-siteNot specified
München
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HUHuawei Research Center Germany & Austria
PhD Student in Machine Learning for Wireless Communications(m/w/x)
München
Full-timeOn-site
AI/ML
Data Science
Nejo AI Summary
Advanced research on ML/AI for 6G wireless systems, focusing on neural transceivers and ML-based channel estimation at global ICT solutions provider. Master's degree in ML/EE/CS and deep learning knowledge for wireless communications required. Language courses in German and Mandarin, healthy meals in company canteen.
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)
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
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- TensorFlow
- JAX
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
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Huawei Research Center Germany & Austria and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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HUHuawei Research Center Germany & Austria
PhD Student in Machine Learning for Wireless Communications(m/w/x)
München
Full-timeOn-site
AI/ML
Data Science
Nejo AI Summary
Advanced research on ML/AI for 6G wireless systems, focusing on neural transceivers and ML-based channel estimation at global ICT solutions provider. Master's degree in ML/EE/CS and deep learning knowledge for wireless communications required. Language courses in German and Mandarin, healthy meals in company canteen.
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)
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
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- TensorFlow
- JAX
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
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Huawei Research Center Germany & Austria and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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.
Not a perfect match?
- Huawei Research Center Germany & Austria
PhD Student - Machine Learning for Wireless Communications(m/w/x)
Full-timeOn-siteNot specifiedMünchen - Huawei Research Center Germany & Austria
PhD Student Communication Network Optimization(m/w/x)
Full-timeOn-siteNot specifiedMünchen - Huawei Research Center Germany & Austria
Research Engineer on AI for 6G(m/w/x)
Full-timeOn-siteExperiencedMünchen - Huawei Research Center Germany & Austria
Research Expert/Engineer for Wireless Intelligent Air Interface(m/w/x)
Full-timeOn-siteSeniorMünchen - Huawei
PhD student in Advanced Fiber Optic Communications Systems for Access Networks(m/w/x)
Full-timeOn-siteExperiencedMünchen