Autonomous Driving Systems Expert
4 weeks ago
As an Autonomous Driving Systems Expert at Bosch Group, you will be responsible for designing and implementing end-to-end decision planning algorithms for L2++ autonomous driving systems. Your goal will be to ensure robust performance and safety in mass production.
You will collaborate closely with cross-functional teams to integrate decision planning algorithms seamlessly into the overall autonomous driving system architecture.
Key responsibilities include:
- Designing and implementing end-to-end decision planning algorithms for L2++ autonomous driving systems.
- Collaborating with cross-functional teams to integrate decision planning algorithms into the overall autonomous driving system architecture.
- Analyzing and addressing real-world challenges for L2++ autonomy, such as dynamic road conditions, complex traffic scenarios, and environmental diversity.
- Continuously optimizing and enhancing decision planning algorithms to improve system efficiency, adaptability, and reliability.
- Participating in project planning, setting milestones, and tracking progress to ensure timely delivery of autonomous driving features for mass production.
Requirements:
- Master's degree or above in computer science, electronic engineering, mathematics, or related fields.
- Deep understanding and practical experience in PnC algorithms for autonomous driving systems, with experience at convex optimization MPC/iLQR/DDP.
- Deep understanding and practical experience for searching / sampling / Optimization algorithm for path generation.
- Familiarity with AI Planner and experienced in safety check for model-based planner output.
- Proficiency in programming languages such as C++, Python, etc., with strong coding skills for algorithm development and implementation.
- Excellent problem-solving skills and the ability to analyze complex technical issues related to autonomous driving.
Strong communication skills and a collaborative mindset, with the ability to work effectively in cross-functional teams.
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Autonomous Driving Systems Expert
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