Bosch Group
10 months ago
Postdoctoral Researcher for Autonomous Driving Safety
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Company information
- Company
- Bosch Group
- Location
- Deutschland, Baden-Württemberg, Heilbronn (Kreis), Abstatt Germany
- Posted
- 10 months ago
Job description
Job Description
- You will be responsible for analyzing safety-critical functions in ADAS and automated driving systems that traditionally rely on HD-boards – e.g. track modeling, context and scene interpretation, as well as localization.
- In addition, you will evaluate system architectures with and without HD-board support regarding functional safety and performance.
- In your role, you will develop safety concepts for map-based and map-less driving while considering relevant standards (e.g. ISO 26262, SOTIF).
- You will also define security-relevant requirements for perception, sensorics, and data fusion – especially when HD-boards are partially or completely eliminated.
- Your tasks will include conceptualizing and conducting experimental studies, simulations, or prototypical implementations to evaluate the feasibility of map-less procedures.
- You will establish quantitative and qualitative criteria to determine when the use of an HD-board is safety-critically necessary – and when not.
- You will compare various mapping and localization methods (Map-based, Map-light, Map-less) regarding robustness, redundancy, and costs.
- You will work closely with internal and external partners from ADAS, Map Services, Software Development, as well as research institutions, if necessary.
- Finally, you will publish your scientific results in professional journals and present them at conferences.
Required skills
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