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Master's thesis "Representation Learning for Solar Cell Production Analytics"(m/w/x)
Developing AI models for complex data representations in solar cell production analytics at application-oriented research organization with 76 institutes. Experience in computer vision, representation learning, and statistical data analysis required. Exclusive research insights, experimental and theoretical work, scientific supervision.
Requirements
- Studies in natural or engineering sciences, computer science, microelectronics, physics, or comparable field
- Experience in computer vision, representation learning, and statistical data analysis
- Knowledge in solar cell research (advantageous)
- Commitment to teamwork and interdisciplinary collaboration
- Independent and high-quality task completion
- Persistence and result-orientation when facing challenges
- Ability to build trusting relationships and clear communication
- Resilience in overcoming obstacles and setbacks
- Proficiency with PyTorch and training AI models
- Experience developing own models and statistical data analysis (ideal)
- Very good spoken and written English skills
Tasks
- Develop AI models for complex data representations
- Identify connections between production and measurement data
- Evaluate various statistical analysis methods
- Process real-world data including outliers and pitfalls
- Interact regularly with the research team
- Present research results to colleagues
- Analyze solar cell manufacturing using representation learning
- Apply classical statistical techniques to fault analysis
Education
- Bachelor's degree
Languages
- English – Business Fluent
Tools & Technologies
- PyTorch
- AI models
Benefits
Other Benefits
- Exclusive research insights
- Teamwork experience
Diverse Work
- Experimental and theoretical work
Mentorship & Coaching
- Scientific supervision and feedback
Flexible Working
- Flexible working hours
Informal Culture
- Equal opportunity environment
Team Events
- After-work events
- Annual staff parties
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Master's thesis "Representation Learning for Solar Cell Production Analytics"(m/w/x)
Developing AI models for complex data representations in solar cell production analytics at application-oriented research organization with 76 institutes. Experience in computer vision, representation learning, and statistical data analysis required. Exclusive research insights, experimental and theoretical work, scientific supervision.
Requirements
- Studies in natural or engineering sciences, computer science, microelectronics, physics, or comparable field
- Experience in computer vision, representation learning, and statistical data analysis
- Knowledge in solar cell research (advantageous)
- Commitment to teamwork and interdisciplinary collaboration
- Independent and high-quality task completion
- Persistence and result-orientation when facing challenges
- Ability to build trusting relationships and clear communication
- Resilience in overcoming obstacles and setbacks
- Proficiency with PyTorch and training AI models
- Experience developing own models and statistical data analysis (ideal)
- Very good spoken and written English skills
Tasks
- Develop AI models for complex data representations
- Identify connections between production and measurement data
- Evaluate various statistical analysis methods
- Process real-world data including outliers and pitfalls
- Interact regularly with the research team
- Present research results to colleagues
- Analyze solar cell manufacturing using representation learning
- Apply classical statistical techniques to fault analysis
Education
- Bachelor's degree
Languages
- English – Business Fluent
Tools & Technologies
- PyTorch
- AI models
Benefits
Other Benefits
- Exclusive research insights
- Teamwork experience
Diverse Work
- Experimental and theoretical work
Mentorship & Coaching
- Scientific supervision and feedback
Flexible Working
- Flexible working hours
Informal Culture
- Equal opportunity environment
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.
Not a perfect match?
- Fraunhofer-Gesellschaft
Masterarbeit(m/w/x)
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Master’s Internship Research & Development (R&D) Sports Medicine(m/w/x)
Full-timeInternshipOn-siteFreiburg im Breisgau - Fraunhofer-Gesellschaft
Master Thesis - Novel RF Transistor Technologies for (Sub-)Milllimeter Wavelength Power Amplifiers(m/w/x)
Full-timeOn-siteNot specifiedFreiburg im Breisgau - Fraunhofer-Gesellschaft
Student Assistant / Master Thesis in Characterization of NV Centers in Diamond(m/w/x)
Full-timeWorking StudentOn-siteFreiburg im Breisgau - Stryker Leibinger GmbH & Co. KG
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