Master Thesis Precise Visual Localization in Map for Autonomous Driving (f/m/x)

Stellenbeschreibung:

Overview

MASTER THESIS: PRECISE VISUAL LOCALIZATION IN MAP FOR AUTONOMOUS DRIVING (f/m/x)

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.

Our team at the BMW Group focuses on advancing autonomous driving technologies through innovative map-based visual localization solutions. We develop cutting-edge algorithms that enable precise vehicle positioning, combining computer vision, deep learning, and real-world map data to shape the future of mobility.

Responsibilities

You will support the development and evaluation of learning-based methods for map-based visual localization in autonomous driving.
Furthermore, you help review state-of-the-art visual localization techniques and analyze the impact of diverse map components and input modalities.
In addition, you contribute your research findings directly to the advancement of our map products.
Moreover, you drive your project with regular feedback from your mentor and receive dedicated support from our expert team.

Qualifications

Studies in computer science, artificial intelligence, robotics, or a related technical field (Master's program).
Knowledge in computer vision and deep learning, familiar with modern vision transformers and scene representations.
High proficiency in programming and debugging with Python, PyTorch, and OpenCV.
Prior project experience in computer vision or autonomous driving perception algorithms is a plus.
Business-fluent English skills; German proficiency is a plus.

What we offer

Mobile work.
Apartments for students (subject to availability & only at the Munich location).

You can find helpful tips on your application and the application process here.

At the BMW Group, we place great importance on equal treatment and equal opportunities. Our recruiting decisions are based on the personality, experience, and skills of the applicants. Learn more here.