Job Description
Future. Discover. Together.
Excellent research and innovation are at the centre of the work of the HHI - Fraunhofer Institute for Telecommunications. We are a world leader in researching mobile and optical communication networks and systems, as well as machine learning, computer vision and compressing digital videos. Become a part of our team and join us on our journey of research and innovation!
What you will do
Time series forecasting problems with Neural Differential Equations on Graphs
Solve PDEs with Physics Informed Neural Networks and train Diffusion Models
Develop and test new deep learning architectures
Conduct and document Deep Learning experiments
Prepare material for publications
Review relevant literature and data
What you bring to the table
Study of mathematics, computer science, physics or similar with good to very good grades
Willingness to work 15 to 20h per week
You are at the end of you bachelor or in the very beginning of you master studies
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 you can expect
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 (at least one day in the office per week for discussions)
The position is initially limited to 1 year. An extension is explicitly desired.
The monthly working time is 80 hours. This position is also available on a part-time basis. We value and promote the diversity of our employees' skills and therefore welcome all applications - regardless of age, gender, nationality, ethnic and social origin, religion, ideology, disability, sexual orientation and identity. Severely disabled persons are given preference in the event of equal suitability.
With its focus on developing key technologies that are vital for the future and enabling the commercial utilization of this work by business and industry, Fraunhofer plays a central role in the innovation process. As a pioneer and catalyst for groundbreaking developments and scientific excellence, Fraunhofer helps shape society now and in the future.
Interested? Apply online now. We look forward to getting to know you!
Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute HHI
Requisition Number: 78770 Application Deadline: 04/30/2025
Fraunhofer-Gesellschaft is an application-oriented research organization focused on health, security, communication, energy, and the environment. It also focuses on information and communication technology, photonics, production, defense and security, materials, and components. The organization uses its ability design products and shape technology to have a significant impact on people’s lives. Fraunhofer-Gesellschaft has evolved into the largest organization for applied research in Europe with more than 80 research units, including 60 Fraunhofer Institutes in Germany, research centers and representative offices in Europe, the USA, Asia, and in the Middle East. Fraunhofer-Gesellschaft was founded in 1949 and is based in Munich, Germany.
