Internship / Master Thesis - Scenario Generation

vor 1 Woche

München, Deutschland CARIAD SE Vollzeit

Internship / Master Thesis - Scenario Generation for Autonomous Driving with Deep Generative Models (M/F/d)

**AI / Data Platform**

**Student & Talent Programs**
- Munich, Ingolstadt, Berlin

**YOUR TEAM**:
We are a team of ambitious and highly motivated experts in the field of ADAS/AD innovation, searching for new solutions to cope with the current challenges in autonomous driving. Aiming at developing future assisted and automated driving, a key challenge to enable self-driving vehicles are artificial algorithms and the related handling (gathering, storing, processing) of vehicle mass data for various situations and use-cases.

**WHAT YOU WILL DO**:

- Support one of our PhD students in the field of Generative AI for generating challenging scenarios for Autonomous driving.
- Conduct research with SOTA methods on Scenario Generation leveraging Generative AI
- Implement promising approaches within our software environment.
- Develop algorithmic ideas addressing open research challenges related to your topic
- Conduct comprehensive experiments on internal as well as public datasets.

**WHO YOU ARE**:

- Enrolled as a master’s student in computer science, data science, robotics, electrical engineering or similar field.
- Theoretical and practical experience in advanced machine learning and Generative AI - Diffusion models, transformers etc. is highly expected. Experience in the field of Graph Neural Networks is a nice to have.
- Proficiency in Python and deep learning frameworks (PyTorch, Tensorflow, scikit-learn, Pytorch-Geometric) is required.
- Analytical understanding of complex systems and problem solving skills.
- Structured and independent work, above-average commitment and flexibility is expected.
- Fluency in written and spoken English.

**NICE TO KNOW**:

- Remote work options
- 35h/week. Duration: approx. 6 months
- Temporary work from abroad in selected countries
- Flextime / optional working hours
- Annual professional development
- 30 days paid + 10 days unpaid leave
- Possibility for VW Group car leasing

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