Huawei Research Center Germany & Austria
PhD Student - Privacy Enhancing Technologies for LLMs and AI Agents(m/w/x)
Vollzeitnur vor OrtJunior
München
Neuer Job?Nejo!
Dein persönlicher KI-Karriere-Agent
HUHuawei Research Center Germany
PhD Student - Privacy Enhancing Technologies for LLMs and AI Agents(m/w/x)
München
VollzeitVor OrtJunior
AI/ML
Data Science
Nejo KI-Zusammenfassung
Researching privacy risks in AI agent systems, focusing on memory, reasoning, and multi-agent communication. Development of privacy-preserving methods to mitigate sensitive data leakage required. Healthy meals, language courses, and strong support for publishing.
Anforderungen
- Master’s degree (or equivalent) in computer science, mathematics, electrical engineering, or related field
- Strong background in machine learning, deep learning, or natural language processing
- Proficient programming skills in Python
- Experience with PyTorch, TensorFlow, or JAX
- Familiarity with large language models and agent-based systems (plus)
- Knowledge of privacy and security techniques for ML systems (plus)
- Prior research experience or publications in ML, security, or privacy venues (advantageous)
- Excellent written and spoken English
Aufgaben
- Conduct systematic research on privacy risks in AI agent systems
- Focus on memory, reasoning, decision-making, and multi-agent communication
- Develop privacy-preserving methods to mitigate sensitive data leakage
- Prevent prompt-based extraction and unintended memorization
- Address privacy violations during agent collaboration
- Explore and apply privacy frameworks to agent-based architectures
- Design and implement prototypes in realistic LLM and multi-agent environments
- Evaluate prototypes in realistic LLM and multi-agent environments
- Publish research in leading conferences and journals
- Collaborate with academic and industrial partners
- Transfer research results into real-world systems and products
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – fließend
Tools & Technologien
- Python
- PyTorch
- TensorFlow
- JAX
- machine learning
- deep learning
- natural language processing
- large language models
- agent-based systems
Benefits
Gratis oder Vergünstigte Mahlzeiten
- Healthy meals
Weiterbildungsangebote
- Training opportunities
- Language courses
Lockere Unternehmenskultur
- Diverse and welcoming environment
Sonstige Vorteile
- Strong support for publishing
- Resources for research
Mentoring & Coaching
- Mentorship
Startup-Atmosphäre
- Collaboration opportunities
- Ability to transform prototypes into products
Sinnstiftende Arbeit
- Opportunity to contribute research
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 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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PhD Student - Privacy Enhancing Technologies for LLMs and AI Agents(m/w/x)
München
VollzeitVor OrtJunior
AI/ML
Data Science
Nejo KI-Zusammenfassung
Researching privacy risks in AI agent systems, focusing on memory, reasoning, and multi-agent communication. Development of privacy-preserving methods to mitigate sensitive data leakage required. Healthy meals, language courses, and strong support for publishing.
Anforderungen
- Master’s degree (or equivalent) in computer science, mathematics, electrical engineering, or related field
- Strong background in machine learning, deep learning, or natural language processing
- Proficient programming skills in Python
- Experience with PyTorch, TensorFlow, or JAX
- Familiarity with large language models and agent-based systems (plus)
- Knowledge of privacy and security techniques for ML systems (plus)
- Prior research experience or publications in ML, security, or privacy venues (advantageous)
- Excellent written and spoken English
Aufgaben
- Conduct systematic research on privacy risks in AI agent systems
- Focus on memory, reasoning, decision-making, and multi-agent communication
- Develop privacy-preserving methods to mitigate sensitive data leakage
- Prevent prompt-based extraction and unintended memorization
- Address privacy violations during agent collaboration
- Explore and apply privacy frameworks to agent-based architectures
- Design and implement prototypes in realistic LLM and multi-agent environments
- Evaluate prototypes in realistic LLM and multi-agent environments
- Publish research in leading conferences and journals
- Collaborate with academic and industrial partners
- Transfer research results into real-world systems and products
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – fließend
Tools & Technologien
- Python
- PyTorch
- TensorFlow
- JAX
- machine learning
- deep learning
- natural language processing
- large language models
- agent-based systems
Benefits
Gratis oder Vergünstigte Mahlzeiten
- Healthy meals
Weiterbildungsangebote
- Training opportunities
- Language courses
Lockere Unternehmenskultur
- Diverse and welcoming environment
Sonstige Vorteile
- Strong support for publishing
- Resources for research
Mentoring & Coaching
- Mentorship
Startup-Atmosphäre
- Collaboration opportunities
- Ability to transform prototypes into products
Sinnstiftende Arbeit
- Opportunity to contribute research
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 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.
Gefällt dir diese Stelle?
BetaDein Career Agent findet täglich ähnliche Jobs für dich.
Über das Unternehmen
Huawei Research Center Germany
Branche
Telecommunications
Beschreibung
Huawei is a leading global ICT solutions provider advancing innovation in information and communications technology.
Noch nicht perfekt?
- Huawei Research Center Germany & Austria
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Vollzeitnur vor OrtKeine AngabeMünchen - Huawei
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