Huawei Research Center Germany & Austria
PhD Student - Privacy Enhancing Technologies for LLMs and AI Agents(m/w/x)
Full-timeOn-siteJunior
München
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HUHuawei Research Center Germany
PhD Student - Privacy Enhancing Technologies for LLMs and AI Agents(m/w/x)
München
Full-timeOn-siteJunior
AI/ML
Data Science
Nejo AI Summary
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.
Requirements
- 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
Tasks
- 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
Education
- Master's degree
Languages
- English – Native
Tools & Technologies
- Python
- PyTorch
- TensorFlow
- JAX
- machine learning
- deep learning
- natural language processing
- large language models
- agent-based systems
Benefits
Free or Subsidized Food
- Healthy meals
Learning & Development
- Training opportunities
- Language courses
Informal Culture
- Diverse and welcoming environment
Other Benefits
- Strong support for publishing
- Resources for research
Mentorship & Coaching
- Mentorship
Startup Environment
- Collaboration opportunities
- Ability to transform prototypes into products
Purpose-Driven Work
- Opportunity to contribute research
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Huawei Research Center Germany 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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Not a perfect match?
- Huawei Research Center Germany & Austria
PhD Student: Privacy Enhancing Technologies for LLMs and AI agents(m/w/x)
Full-timeOn-siteJuniorMünchen - Huawei Research Center Germany & Austria
PhD Student: Confidential LLM Systems / Confidential Disaggregated Architectures(m/w/x)
Full-timeOn-siteNot specifiedMünchen - Huawei
Intern/Master Thesis Student: Privacy Enhancing Technologies(m/w/x)
Full-timeInternshipOn-siteMünchen - Huawei Research Center Germany
Senior Research Engineer - Privacy Preserving AI(m/w/x)
Full-timeOn-siteSeniorMünchen
HUHuawei Research Center Germany
PhD Student - Privacy Enhancing Technologies for LLMs and AI Agents(m/w/x)
München
Full-timeOn-siteJunior
AI/ML
Data Science
Nejo AI Summary
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.
Requirements
- 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
Tasks
- 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
Education
- Master's degree
Languages
- English – Native
Tools & Technologies
- Python
- PyTorch
- TensorFlow
- JAX
- machine learning
- deep learning
- natural language processing
- large language models
- agent-based systems
Benefits
Free or Subsidized Food
- Healthy meals
Learning & Development
- Training opportunities
- Language courses
Informal Culture
- Diverse and welcoming environment
Other Benefits
- Strong support for publishing
- Resources for research
Mentorship & Coaching
- Mentorship
Startup Environment
- Collaboration opportunities
- Ability to transform prototypes into products
Purpose-Driven Work
- Opportunity to contribute research
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Huawei Research Center Germany 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.
Like this job?
BetaYour Career Agent finds similar jobs for you every day.
About the Company
Huawei Research Center Germany
Industry
Telecommunications
Description
Huawei is a leading global ICT solutions provider advancing innovation in information and communications technology.
Not a perfect match?
- Huawei Research Center Germany & Austria
PhD Student - Privacy Enhancing Technologies for LLMs and AI Agents(m/w/x)
Full-timeOn-siteJuniorMünchen - Huawei Research Center Germany & Austria
PhD Student: Privacy Enhancing Technologies for LLMs and AI agents(m/w/x)
Full-timeOn-siteJuniorMünchen - Huawei Research Center Germany & Austria
PhD Student: Confidential LLM Systems / Confidential Disaggregated Architectures(m/w/x)
Full-timeOn-siteNot specifiedMünchen - Huawei
Intern/Master Thesis Student: Privacy Enhancing Technologies(m/w/x)
Full-timeInternshipOn-siteMünchen - Huawei Research Center Germany
Senior Research Engineer - Privacy Preserving AI(m/w/x)
Full-timeOn-siteSeniorMünchen