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Master's thesis "Representation Learning for Solar Cell Production Analytics"(m/w/x)
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
- English – Business 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
- Home
- Jobs in Germany
- Master's thesis "Representation Learning for Solar Cell Production Analytics"Master's thesis "Representation Learning for Solar Cell P...
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- Home
- Jobs in Germany
- Master's thesis "Representation Learning for Solar Cell Production Analytics"Master's thesis "Representation Learning for Solar Cell P...
Master's thesis "Representation Learning for Solar Cell Production Analytics"(m/w/x)
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
- English – Business 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
About the Company
Fraunhofer-Gesellschaft
Industry
Research
Description
Das Unternehmen ist eine der führenden Organisationen für anwendungsorientierte Forschung mit 76 Instituten in Deutschland.
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