Industrial PhD Student in Reasoning-Augmented Motion Planning with Large Language Models

Södertälje, Stockholm
Permanent
Heltid

20 dagar sedan

At TRATON Group, we believe that the whole can be greater than the sum of its parts. Together with our brands, we can make the future of transportation more sustainable - let's make a difference together.The TRATON AB office, located in Södertälje, consists of experienced colleagues with various backgrounds and nationalities from all TRATON Group brands. We enjoy solving strategic problems cross-functional and cross-brand in the TRATON Group. We strive for a climate where opinions and knowledge are openly shared within and between teams, and we welcome new ideas in order to create dynamic synergies.With its brands Scania, MAN, Volkswagen Truck & Bus, and International, TRATON Group is one of the world's leading commercial vehicle manufacturers. Its offering comprises light-duty commercial vehicles, trucks, and buses. At TRATON, you are an important part of something bigger. Joining us means gaining access to the ins and outs of the entire transportation industry. As part of a global team of industry experts, you get to think bigger, experience more, and reach further. Being bigger also means being stronger.Role SummaryWe are looking for a driven person to fill the position of Industrial PhD Student, in a joint research initiative between TRATON Group R&D and the Division of Robotics, Perception and Learning (RPL) at KTH. The project aims to adapt large language models (LLMs) to enhance reasoning capabilities in motion planning for autonomous systems and offers a unique opportunity to work at the intersection of academia and industry.Job ResponsibilitiesYou will:

Conduct research on reasoning-augmented motion planning using LLMs
Design and evaluate algorithms for decision-making and autonomous motion planning
Collaborate closely with researchers from TRATON Group and KTH
Publish your findings at leading conferences and in journals
Participate in courses, seminars, and workshops, and engage in the autonomous systems research community

Who You AreYou hold a Master's degree in a relevant technical field, with strong mathematical foundations, proven programming skills, and a passion for deep learning, robotics, and autonomous systems. You are self-motivated, curious, and able to work both independently and in teams. You communicate complex ideas clearly and are fluent in English.Experience with several of the following is beneficial:

Python, C++
LLMs, VLMs, Foundation Models
Deep learning frameworks (e.g., PyTorch)
Cloud-based development (e.g., AWS)
Autonomous vehicles, decision-making, motion planning, or control theory
Computer vision
ROS
Publications in peer-reviewed journals

We welcome applicants from all backgrounds - your unique experience and perspective are valuable to us.We OfferWith TRATON Group R&D and RPL, you will find two dynamic research ecosystems that combine the strengths of industry and academia. RPL hosts around 65 PhD students and offers frequent seminars, workshops, and collaborative projects within the field of autonomous systems. TRATON Group R&D provides a world-class industrial setting where research can be applied to real-world challenges in sustainable transport.
Together, we offer an inspiring environment with access to leading experts, modern facilities, and a strong culture of collaboration and innovation. Throughout your doctoral journey, you will be encouraged and supported to explore new ideas, acquire new skills, and make meaningful contributions to the future of autonomous mobility.TRATON Group R&D offers an engaging environment for professional growth, combining hands-on collaboration with experts in autonomous systems and access to extensive learning resources - both internal and external - alongside a culture that actively supports continuous development.You will experience a dynamic, flexible workplace with hybrid work options, including Scania Sergel and Midway hubs. With a structured development plan and courses, TRATON Group R&D supports your career growth both locally and internationally. Benefits include a wellness allowance, TRATON result bonus, flexible hours, and company car leasing. We also host events for employees and their families, and Stockholm residents enjoy direct access to Södertälje via Scania Job Express buses.ApplicationYour application should include a CV and any relevant certificates. We welcome all applicants and strive for diversity in our recruitment processes. Apply as soon as possible, no later than 2025-09-14. Screening will take place on an ongoing basis during the application period.Logical and personality tests may be used as part of the selection process, and a background check may be required for this role.If you have questions or would like more information, please contact Ben Huber, recruiting manager, at ben.huber@se.traton.com.We look forward to your application!#LI-MS1

Uptrail

Ansök nu