In this role, you’ll:
- Develop ML-based motion planners that navigate complex urban environments safely
- Lead experiments in End-to-End (E2E) driving and high-level maneuver planning
- Investigate the use of Foundation Models/VLA for interpretable decision-making and “reasoning” in edge cases
- Bridge the gap between perception outputs and control commands using probabilistic frameworks
- Work on large ML models and big data with our ever growing in-house compute
- Test your software in our self-driving vehicle
We require you to have:
- MSc/PhD in Computer Science, Robotics or equivalent experience
- Experience with sequence to sequence modelling with transformers and / or foundation models
- Strong experience programming in C++ and Python
- A strong team player and learning mindset
It’s a plus if you have:
- Hands-on experience in the fields of autonomous driving and computer vision
- Background in Reinforcement Learning (RL), Imitation Learning, or Behavior Cloning
- Worked in mid to large software projects
What we’ll offer you:
- The chance to work on state-of-the-art technology for autonomous driving in a motivated team
- A working place characterized by a flat hierarchy, quick processes and full focus on tech
- Flexible working hours
- A competitive salary
- Stock options
If you share our vision and would like to be part of it, please submit your application. We look forward to hearing from you!
Gehalt: 60.000,00€ - 95.000,00€ pro Jahr
Leistungen:
- Aktienoptionen
- Flexible Arbeitszeiten
- Gleitzeit
- Homeoffice-Möglichkeit
Arbeitsort: Zum Teil im Homeoffice in Karlsruhe (Stadtkreis Karlsruhe, Baden-Württemberg)
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