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Huawei Research Center Germany & Austria
4mo ago

Working Student/Master Thesis/Internship in Privacy-Preserving Large Language Models(m/w/x)

Düsseldorf
Full-timeInternshipOn-site
AI/ML
Data Science

Description

In this role, you will dive into the world of privacy-preserving large language models, developing innovative algorithms and evaluating their effectiveness while contributing to important research in machine learning.

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Requirements

  • Study in computer science, mathematics, engineering, physics, or related fields
  • Solid knowledge and practical experience in machine learning and deep learning
  • Programming skills in Python and at least one deep learning framework
  • Experience with Natural Language Processing tasks and large language models
  • Knowledge about privacy-enhancing techniques in AI
  • Passion for research and developing novel solutions for complex scientific problems
  • Proficiency in spoken and written English

Education

Bachelor's degree

Tasks

  • Review prior research on privacy-preserving LLMs
  • Develop novel algorithms for privacy protection in LLMs
  • Implement and evaluate methods on public and industrial datasets
  • Document findings and results

Tools & Technologies

PythonPyTorchTensorFlowJAX

Languages

EnglishBusiness 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

Diverse Work

  • Self-responsible work in a motivated team
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