Fraunhofer Heinrich-Hertz-Institut
Forschung
Das Fraunhofer Heinrich-Hertz-Institut (HHI) ist eines der weltweit führenden Forschungsinstitute für mobile und stationäre Kommunikationsnetzwerke und für die Schlüssel-Technologien der Zukunft. Unsere Kompetenzbereiche haben wir konsequent auf derzeitige und künftige Markt- und Entwicklungsanforderungen ausgerichtet.
Student Assistant Neural Differential Equations
Tasks
- Tackle time series forecasting problems with Neural Differential Equations on Graphs
- Develop and test new deep learning architectures
- Conduct and document Deep Learning experiments
- Prepare material for publications
- Review relevant literature and data
Requirements
- Study of mathematics, computer science, physics or similar with good to very good grades
- Strong programming skills in Python with knowledge of libraries such as NumPy, Pytorch, Pandas, Scikit-learn, Matplotlib etc
- LaTeX typesetting skills
- Git knowledge is a plus
- Experience in using Linux (Ubuntu) via the terminal
- Writing clean and concise code
- Diligence in implementing, testing and documenting algorithms and results
- Curiosity about a deeper understanding of Deep Learning architectures
What we offer
- Fascinating challenges in a scientific and entrepreneurial setting
- Attractive salary
- Modern and excellently equipped workspace in central location
- Great and cooperative working atmosphere in an international team
- Opportunities to write a master's or bachelor´s thesis
- Flexible working hours
- Opportunities to work from home
Facts
Published | 16.09.2024 |
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Number of employees | ca. 550 |
Category | Student assistant, Working student, Student administrator |
Location | Germany, Berlin, Berlin |
Area of responsibility | Computer sciences, IT / Telecommunications, Mathematics, Physics, Software Development |
Start date (earliest) | Earliest possible |
Duration | The position is initially limited to 1 year. An extension is explicitly desired. |
Full/Part-time | max. 20 hours weekly |
Remuneration | TVöD |
Working language and expected level |
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Homepage | http://www.hhi.fraunhofer.de |
Requirements
Field of study | Engineering, Computer science, Mathematics, Mechanical engineering, Physics |
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