At the Fraunhofer Institute for Integrated Systems and Device Technology IISB, our more than 500 employees are turning grand visions into reality. Energy conversion with virtually no energy loss or effort, more powerful semiconductor devices (micro- and macroelectronics) – we work together with industry in an application-oriented manner and conduct research in publicly funded projects. Whether it's e-mobility, aerospace, or sustainable energy supply: excellent teams are working here to shape the future.
The »AI-supported simulation« team combines physics-based simulation approaches with efficient and advanced mathematical algorithms and AI frameworks for modeling and optimizing power electronic components and systems.
To support our team, we are looking for a working student (all genders) in the field of machine learning for engineering applications to start as soon as possible.
Be part of change
* Developing and benchmarking Neural Network architectures (Graph Neural Networks, Transformers, etc.) for engineering applications
* Designing Reinforcement Learning pipelines (environment and algorithm) for power electronics applications
* Improving existing Machine Learning and Reinforcement Learning workflows (speed, hyperparameter tuning, usability)
What you contribute
* Student in the field of Computer Science, Electrical Engineering, Physics, Mathematics or another related degree program with a scientific or engineering focus
* Experienced with Python/Pytorch/Tensorflow
* Familiarized with Machine Learning
* Familiarized with Reinforcement Learning (preferable, not mandatory)
What we offer
* Insight into exciting research projects
* Cutting-edge research thanks to state-of-the-art technical equipment
* Practical relevance through interesting and varied project work in innovative and dynamic teams
* An international working environment
* Personal development opportunities
* Good career reference as a springboard into various career paths (universities, industry, other research institutions, etc.)
* Flexibility in working hours, allowing you to optimally balance your studies and practical experience
* Proximity to campus
The position is initially limited to one year. Your weekly working hours will be agreed upon by mutual agreement. You can set your working days flexibly.
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. Our tasks are diverse and adaptable – for applicants with disabilities, we work together to find solutions that best promote their abilities. Remuneration according to the general works agreement for employing assistant staff.
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.
Ready for a change? Then apply now and make a difference! Once we have received your online application, you will receive an automatic confirmation of receipt. We will then get back to you as soon as possible and let you know what happens next.
If you have any questions about this positions, please contact:
If you have any questions about the application process, please contact:
Fraunhofer Institute for Integrated Systems and Device Technology IISB
Requisition Number: 83523