Senior Data & AI Consultant
Informatec
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Internship / Master Thesis – Generative AI for Autonomous Driving
Volkswagen Group
internship
Posted on:
Location: 🇩🇪 Germany
Visit company websiteJob Level
Entry Level
Tech Stack
GoPythonPyTorch
About the role
- As part of Volkswagen Group Innovation, work on AI & Data Analytics for digital services for Volkswagen Group brands
- Process and analyze vehicle data and integrate AI into digitized vehicles
- Research perception and scene understanding problems in automated driving and investigate difficult/adverse driving scenarios for testing
- Develop and implement concepts to systematically generate traffic scenarios with anomalies or adverse conditions
- Research and analyze literature on generation of anomalous data
- Investigate data-driven deep learning methods for scenario generation for a selected use case
- Evaluate quality of generated data according to self-developed or predefined criteria
- Document and present results
- Internship duration at least 6 months; thesis topics defined with professor upon supervision confirmation
Requirements
- Master’s student in Computer Science, Robotics, Data Science, Mathematics, Physics, Engineering Sciences or a related qualification
- Very good to good academic achievements
- Strong analytical and conceptual skills, familiarity with scientific methods
- Ability to work independently and in multidisciplinary teams, highly motivated
- Good knowledge of an object-oriented programming language, preferably Python, and of deep learning methods
- Ideally experience with deep learning libraries like PyTorch
- Ideally practical experience in the area of driver’s assistance systems or automated driving
- Fluent in English (at least language level B2)
- Anschreiben und Lebenslauf
- Aktuelle Immatrikulationsbescheinigung
- Aktueller Notenspiegel
- Bei einem Pflichtpraktikum zusätzlich eine Bescheinigung der Hochschule
- Arbeitserlaubnis für Nicht-EU Bürgerinnen / Bürger
