INTERNSHIP/THESIS: WORLD MODELS FOR AUTOMOTIVE RADAR SIGNAL SIMULATION(F/M/D)
Location Lippstadt, Germany
FORVIA HELLA is a listed international automotive supplier. As a company of the FORVIA Group, FORVIA HELLA stands for high-performance lighting technology and vehicle electronics and, with the Lifecycle Solutions Business Group, also covers a broad service and product portfolio for the spare parts and workshop business as well as for manufacturers of special vehicles. With currently around 36,500 employees at over 125 locations, the Company is active worldwide and generated adjusted sales of €8.1 billion in fiscal year 2024.
YOUR TASKS
Are you passionate about deep learning, generative AI, and autonomous driving and would you like to become part of a forward-looking technology field? As part of an internship or thesis project with a focus on Generative AI (GenAI) at the E-LAB (www.the-e-lab.de), you will have the opportunity to actively contribute to the development of intelligent sensor systems for automated vehicles.
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Literature research: You analyze current approaches for the synthetic generation of radar signals.
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Model development: Contribute to the development of generative machine learning models, for example diffusion models, for radar data generation.
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Data comparison and evaluation: Compare and evaluate generated data against real radar measurements with regard to physical plausibility and statistical properties.
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Scientific writing: Your tasks include scientific writing for the preparation of a comprehensive final report.
START: after arrangement
DURATION: at least 12 weeks
YOUR QUALIFICATIONS
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Enrollment: You are enrolled at a university during your time at HELLA and have not yet started or completed your final mandatory study requirement.
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Field of study: You are currently pursuing a Master’s degree in Electrical Engineering, Computer Science, or a comparable field of study.
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Programming skills: You have strong programming skills in Python and practical experience with PyTorch.
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Machine learning experience: You have experience in one or more of the following areas: generative models such as diffusion models, flow matching, or VAEs, state-space models or world models, as well as 3D scene representations such as NeRF, implicit fields, or 3DGS.
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Language skills: You have very good German or English language skills (at least C1 level).
Even if you do not meet all our requirements, do not hesitate to apply to us, because the further development of our employees is very important to us and opens up a wide range of opportunities for you in our company.
Hella stands for the variety of all employees. Inclusion and diversity are firmly anchored in our company culture. We are continuously looking for new team players and welcome applications from all interested parties, regardless of their ethical and social background, age, religion, gender, disability, sexual orientation or identity.
HELLA GmbH & Co. KGaA
Benedict Stratmann
Rixbecker Str. 75
59552 Lippstadt
