Job vor 3 Tagen bei StepStone gefunden
Mercedes- Benz AG
Ph. D./ Doctorate position in the field of Adaptive Multi-Modal Fusion in cooperation with a university starting August 2025
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[...] of tomorrow. These challenges await you: You will provide fundamental insights for our future Sensor Perception Fusion system. This stack forms the basis for the environmental model, which describes other road users and infrastructure information, using camera, lidar, and radar
data You will research new, data-driven multi-sensor perception fusion algorithms and architectures utilizing transformer-based approaches to achieve optimal driving behavior You will monitor current research in the field of sensor perception fusion, publish your own contributions, and present them at conferences You will document your results in reports and regularly present them to the Sensor Perception Fusion teams The requirement for hiring is the supervision of the PhD project by a university lecturer. The PhD student is responsible for choosing his/ her/ their own
supervisor. Completed masters degree with excellent results in engineering, such as computer science, robotics, physics, or a related field Very good knowledge of state-of-the-art machine learning, such as transformer and attention concepts Good knowledge of probabilistically motivated sensor fusion algorithms Experience in applying these concepts to object perception and tracking based on multimodal sensor data such as radar, lidar, and camera Excellent and practical programming skills in Python Practical experience with Docker, Conda, Pytorch, and ML frameworks such as MM Detection C++ programming skills are an advantage Fluent English language skills Personal Competencies: High level of discipline, initiative, independence and commitment Excellent communication and teamwork skills as part of a global team in a multicultural environment Ability to understand existing problems [...] supervising students Openness to questioning the state of the art and high motivation to delve deeply into a topic Additional information: Would you like to write your doctoral dissertation in cooperation with Mercedes-Benz Group AG? We offer you an international
network of experts, research materials, insights into our work and a personal mentor who will serve as your contact partner in addition to your doctoral advisor at your university. Please apply exclusively online and mark your application documents as relevant for this application in the online form. Please find the criteria of employment here. Citizens of countries outside the European Trade Union please send, if applicable, your residence/ work permit. We particularly welcome online applications from candidates with disabilities or similar impairments in direct response to this job advertisement. If you have any questions, you can contact the local disability officer once you have submitted your application form, who will gladly assist you in the onward application process: Please understand that [...]
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