Thesis AI-based generation of 3D environment models from raw sensor data

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World-leading technologies don’t make it into a BMW until they’ve undergone one of the most challenging journeys imaginable. It takes dynamic teams with outstanding technical skills to take them from the drawing board to the road. That’s why our experts will treat you as part of the team from day one, encourage you to bring your own ideas to the table – and give you the opportunity to really show what you can do.

We, the BMW Group, offer you an interesting and varied Master thesis in the area of AI-based generation of 3D environment models from raw sensor data. You will be part of the simulation and statistical validation team for automated and autonomous driving at BMW and support the development of state-of-the-art methods and processes for environment modeling.

What awaits you?

• As part of a master's thesis, AI-based methods for creating 3D environment models based on raw sensor data shall be investigated.
• For this purpose, the state of the art of available methods for the derivation of 3D geometries from raw sensor data and their semantic segmentation shall be evaluated.
• Based on the most promising candidates, initial implementations for reference scenarios shall be carried out.
• The evaluation of the results based on ground truth information and the conception of automated processes shall conclude the work.

Please note that your thesis must be supervised by a university on your part.

What should you bring along? 

• Bachelor in computer science or equivalent.
• Previous knowledge of artificial intelligence and computer graphics.
• Previous knowledge of the programming languages C++ and Python.
• Interest in robotics, automated and automated driving.

What do we offer?

• Comprehensive mentoring & onboarding.
• Personal & professional development.
• Flexible working hours.
• Digital offers & mobile working.
• Attractive remuneration.
• Apartment offers for students (subject to availability & only Munich).
• And many other benefits - see bmw.jobs/benefits

You are enthused by new technologies and an innovative environment? Apply now!

At the BMW Group, we see diversity and inclusion in all its dimensions as a strength for our teams. Equal opportunities are a particular concern for us, and the equal treatment of applicants and employees is a fundamental principle of our corporate policy. That is why our recruiting decisions are also based on personality, experience and skills.

Find out more about diversity at the BMW Group at bmwgroup.jobs/diversity

Earliest starting date: from 08/01/2024

Duration: 6 months

Working hours: Full-time

Contact:
BMW Group HR Team
+49 89 382-17001