Machine Learning Engineer - Map Topology & Geometry

Machine Learning Engineer - Map Topology & Geometry

SafeAD

Karlsruhe, Germany

In this role, you’ll:

  • Develop and refine models for online road topology extraction and lane connectivity prediction;
  • Design graph-based or transformer architectures to represent complex intersections without HD maps;
  • Predicting geometric and temporally consistency map elements;
  • 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 transformers and/or graph neural networks architectures;
  • 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;
  • Experience in applying machine learning to 3D scene understanding tasks;
  • Worked in mid to large software projects.

Don't forget to mention EuroTechJobs when applying.

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