Research Scientist Automated Driving - Behavior Planning for Automated Driving (f/m/div.)
Renningen, Germany
Applications have closed
Bosch Group
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Job Description
A comprehensive and reliable behavior planning is key to any anticipatory driver assistance and automated driving system. Our research group develops novel groundbreaking, interpretable behavior planning solutions using classical and state-of-the-art machine learning algorithms. If you are a dedicated behavior planning enthusiast who wants to join this endeavor, we may have the perfect position for you.
- Develop cutting-edge algorithms for interpretable behavior planning for automated vehicles that combine deep learning and model-based approaches.
- You apply machine learning techniques (particularly deep learning) with regard to performance, training, and suitability to advance the state of the art in this field of research.
- You are part of the team defining figure of merits for the reliability of the behavior planning for automated driving.
- You work in an agile and diverse research team with exchange across several projects. In addition, you contribute to the scientific community with publications on top tier conferences and journals.
- You validate/evaluate your algorithms both in simulation as well as on a test vehicle in real world.
Qualifications
- Education: Masters degree in computer science, robotics, electrical engineering, or mathematics with excellent academic achievements; preferably PhD in related area
- Personality: highly self-motivated, logical thinking, goal-oriented, flexible, team player
- Working Practice: goal-oriented and open-minded
- Experience and Knowledge: profound knowledge of machine learning algorithms and principles, preferably deep learning; expertise in behavior planning, knowledge in automated driving systems and/or robotics, proven programming skills in Python, C++ is a plus; experience with Pytorch (preferred) or Tensorflow
- Enthusiasm: passion for new ideas and development of solutions for real-world problems
- Languages: fluent in English (written and spoken) and good in German
Additional Information
Apply now in just 3 minutes!
You want to work remotely or part-time - we offer great opportunities for mobile working as well as different part-time models. Feel free to contact us.
Need support during your application?
Alma Leidig (Human Resources)
+49 711 811 10424
Need further information about the job?
Maxim Dolgov (Functional Department)
+49 711 811 18569
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Agile Computer Science Deep Learning Engineering Machine Learning Mathematics PhD Python PyTorch Research Robotics Spark TensorFlow
Perks/benefits: Career development Conferences Flex hours
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