10 дней назад
Senior Software Engineer (Behavior Planning)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Software Engineer (Behavior Planning) (Autonomous Driving/Robotics): Building behavior planning systems for autonomous vehicles operating in structured, low-speed airport environments with an accent on multi-agent interaction modeling, decision-making, and robust edge-case handling. Focus on designing real-time planning algorithms, integrating mission-level goals with motion-level execution, and validating systems in simulation and real-world scenarios.
Location: Italy, Berlin/Germany, Amsterdam/Netherlands, Poland, Munich/Germany, Dublin/Ireland, Frankfurt/Germany, Paris/France, Stockholm/Sweden, London/UK, or Remote
Company
is a Series A company developing autonomous ground-handling solutions for airlines and ground service providers through a robotics-as-a-service model.
What you will do
- Develop advanced behavior planning algorithms for autonomous vehicles in structured, low-speed airport environments.
- Design and implement key behavior-planner modules that connect mission-level goals with motion-level execution.
- Write and maintain efficient, scalable C++ and Python code and contribute to planning-system architecture.
- Model multi-agent interactions and implement rule-based and learned decision-making for dynamic airside scenarios.
- Test and validate planning algorithms in simulation and real-world environments, analyze performance, and improve system behavior.
- Collaborate with autonomy and cross-functional engineering teams while maintaining technical documentation.
Requirements
- At least 3 years of industry experience in autonomous driving, robotics, or a related field.
- Proficiency in modern C++ and object-oriented programming.
- Python experience for rapid prototyping and testing.
- Strong debugging, profiling, and code-optimization skills.
- Understanding of behavior-planning methods including state machines, behavior trees, and probabilistic planning.
- Master’s degree in Computer Science, Robotics, or a related field.
Nice to have
- Experience with A*, D*, RRT, or optimization-based path-planning methods.
- Knowledge of machine learning for behavior prediction and planning.
- Experience with ROS or ROS2.
- Experience building high-frequency replanning and low-latency real-time navigation systems.
- Advanced degree or background in Robotics, AI, Mathematics, planning, optimization, or control theory.
Culture & Benefits
- Work on a technical autonomy product serving major airlines and ground-handling providers.
- Collaborate closely with the Planning Tech Lead and autonomy engineering team.
- Contribute to a market-focused enterprise product combining autonomous vehicles with a robotics-as-a-service model.
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