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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.
Anforderungen
- 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
Aufgaben
- 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
Ausbildung
- Bachelor-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- PyTorch
- AI models
Benefits
Sonstige Vorteile
- Exclusive research insights
- Teamwork experience
Abwechslungsreiche Aufgaben
- Experimental and theoretical work
Mentoring & Coaching
- Scientific supervision and feedback
Flexibles Arbeiten
- Flexible working hours
Lockere Unternehmenskultur
- Equal opportunity environment
Team Events & Ausflüge
- After-work events
- Annual staff parties
Noch nicht perfekt?
- Fraunhofer-GesellschaftVollzeitPraktikumnur vor OrtFreiburg im Breisgau
- Stryker Leibinger GmbH & Co. KG
Master’s Internship Research & Development (R&D) Sports Medicine(m/w/x)
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Master Thesis - Novel RF Transistor Technologies for (Sub-)Milllimeter Wavelength Power Amplifiers(m/w/x)
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Student Assistant / Master Thesis in Characterization of NV Centers in Diamond(m/w/x)
VollzeitWerkstudentnur vor OrtFreiburg im Breisgau - Stryker Leibinger GmbH & Co. KG
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VollzeitPraktikumnur vor OrtFreiburg im Breisgau
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.
Anforderungen
- 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
Aufgaben
- 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
Ausbildung
- Bachelor-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- PyTorch
- AI models
Benefits
Sonstige Vorteile
- Exclusive research insights
- Teamwork experience
Abwechslungsreiche Aufgaben
- Experimental and theoretical work
Mentoring & Coaching
- Scientific supervision and feedback
Flexibles Arbeiten
- Flexible working hours
Lockere Unternehmenskultur
- Equal opportunity environment
Team Events & Ausflüge
- After-work events
- Annual staff parties
Über das Unternehmen
Fraunhofer-Gesellschaft
Branche
Research
Beschreibung
Das Unternehmen ist eine der führenden Organisationen für anwendungsorientierte Forschung mit 76 Instituten in Deutschland.
Noch nicht perfekt?
- Fraunhofer-Gesellschaft
Masterarbeit(m/w/x)
VollzeitPraktikumnur vor OrtFreiburg im Breisgau - Stryker Leibinger GmbH & Co. KG
Master’s Internship Research & Development (R&D) Sports Medicine(m/w/x)
VollzeitPraktikumnur vor OrtFreiburg im Breisgau - Fraunhofer-Gesellschaft
Master Thesis - Novel RF Transistor Technologies for (Sub-)Milllimeter Wavelength Power Amplifiers(m/w/x)
Vollzeitnur vor OrtKeine AngabeFreiburg im Breisgau - Fraunhofer-Gesellschaft
Student Assistant / Master Thesis in Characterization of NV Centers in Diamond(m/w/x)
VollzeitWerkstudentnur vor OrtFreiburg im Breisgau - Stryker Leibinger GmbH & Co. KG
Master Thesis Research & Development (R&D) Sports Medicine(m/w/x)
VollzeitPraktikumnur vor OrtFreiburg im Breisgau