Huawei Research Center Germany & Austria
PhD Student - Machine Learning for Wireless Communications(m/w/x)
Vollzeitnur vor OrtKeine Angabe
München
Neuer Job?Nejo!
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HUHuawei Research Center Germany & Austria
PhD Student in Machine Learning for Wireless Communications(m/w/x)
München
VollzeitVor Ort
AI/ML
Data Science
Nejo KI-Zusammenfassung
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.
Anforderungen
- 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)
Aufgaben
- 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
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- Python
- PyTorch
- TensorFlow
- JAX
Benefits
Gratis oder Vergünstigte Mahlzeiten
- Healthy meals in company canteen
Weiterbildungsangebote
- Broad range of training opportunities
- Language courses in German and Mandarin
Lockere Unternehmenskultur
- Diverse and welcoming environment
Sinnstiftende Arbeit
- Self-responsible work
Die Originalanzeige dieses Stellenangebotes in der aktuellsten Version findest du hier. Nejo hat diesen Job automatisch von der Website des Unternehmens Huawei Research Center Germany & Austria erfasst und die Informationen auf Nejo mit Hilfe von KI für dich aufbereitet. Trotz sorgfältiger Analyse können einzelne Informationen unvollständig oder ungenau sein. Bitte prüfe immer alle Angaben in der Originalanzeige! Inhalte und Urheberrechte der Originalanzeige liegen beim ausschreibenden Unternehmen.
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HUHuawei Research Center Germany & Austria
PhD Student in Machine Learning for Wireless Communications(m/w/x)
München
VollzeitVor Ort
AI/ML
Data Science
Nejo KI-Zusammenfassung
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.
Anforderungen
- 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)
Aufgaben
- 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
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- Python
- PyTorch
- TensorFlow
- JAX
Benefits
Gratis oder Vergünstigte Mahlzeiten
- Healthy meals in company canteen
Weiterbildungsangebote
- Broad range of training opportunities
- Language courses in German and Mandarin
Lockere Unternehmenskultur
- Diverse and welcoming environment
Sinnstiftende Arbeit
- Self-responsible work
Die Originalanzeige dieses Stellenangebotes in der aktuellsten Version findest du hier. Nejo hat diesen Job automatisch von der Website des Unternehmens Huawei Research Center Germany & Austria erfasst und die Informationen auf Nejo mit Hilfe von KI für dich aufbereitet. Trotz sorgfältiger Analyse können einzelne Informationen unvollständig oder ungenau sein. Bitte prüfe immer alle Angaben in der Originalanzeige! Inhalte und Urheberrechte der Originalanzeige liegen beim ausschreibenden Unternehmen.
Über das Unternehmen
Huawei Research Center Germany & Austria
Branche
IT
Beschreibung
Huawei is a leading global information and communications technology (ICT) solutions provider, committed to developing the future information society.
Noch nicht perfekt?
- Huawei Research Center Germany & Austria
PhD Student - Machine Learning for Wireless Communications(m/w/x)
Vollzeitnur vor OrtKeine AngabeMünchen - Huawei Research Center Germany & Austria
PhD Student Communication Network Optimization(m/w/x)
Vollzeitnur vor OrtKeine AngabeMünchen - Huawei Research Center Germany & Austria
Research Engineer on AI for 6G(m/w/x)
Vollzeitnur vor OrtBerufserfahrenMünchen - Huawei Research Center Germany & Austria
Research Expert/Engineer for Wireless Intelligent Air Interface(m/w/x)
Vollzeitnur vor OrtSeniorMünchen - Huawei
PhD student in Advanced Fiber Optic Communications Systems for Access Networks(m/w/x)
Vollzeitnur vor OrtBerufserfahrenMünchen