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FRFraunhofer-Gesellschaft

Master's thesis "Representation Learning for Solar Cell Production Analytics"(m/w/x)

Freiburg im Breisgau
Full-timeInternshipOn-site
Green Job
Data Science

Developing AI models for solar cell production analytics using real-world data. Representation learning and statistical analysis experience required. Exclusive research insights, flexible hours.

Requirements

  • Natural or engineering sciences study (e.g., computer science, microelectronics, physics)
  • Experience in computer vision, representation learning, statistical data analysis
  • Knowledge in solar cell research (advantageous)
  • Team contribution and interdisciplinary collaboration
  • Independent and high-quality task completion
  • Persistence in facing challenges
  • Building trusting relationships, clear communication, attentive listening
  • Overcoming obstacles and setbacks in goal pursuit
  • Proficiency with PyTorch and training AI models
  • Developed own models and performed statistical data analysis (ideal)
  • Very good English skills, spoken and written

Tasks

  • Develop AI models for meaningful data representations
  • Identify connections between production and measurement data
  • Evaluate various statistical analysis methods
  • Work with real data, handling outliers and pitfalls
  • Regularly interact with colleagues
  • Present research findings to the team
  • Analyze relationships in solar cell manufacturing
  • Use state-of-the-art representation learning methods
  • Apply classical statistical analysis techniques

Education

  • Currently in higher education

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • PyTorch

Benefits

Flexible Working

  • Flexible working hours

Learning & Development

  • Exclusive insight into research and development

Other Benefits

  • Connect experimental work with theory
  • Teamwork experience
  • Diversity and inclusion

Mentorship & Coaching

  • Guidance from scientists

Team Events

  • After-work events
  • Annual staff parties
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