9 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) (C++/Python/autonomous driving): Building behavior planning systems for autonomous vehicles operating in complex, dynamic airport ground environments with an accent on multi-agent interaction, decision-making under uncertainty, and robust edge-case handling. Focus on designing real-time planning algorithms, integrating mission-level goals with motion execution, and validating system performance in simulation and real-world scenarios.
Location: Colorado, San Francisco, Florida, Colorado City, New York, Boston, Seattle, Atlanta, USA, or Remote
Company
is a Series A company developing autonomous ground-handling solutions for airlines and ground service providers through aviation autonomy and 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 decision-making modules connecting mission-level goals with motion-level execution.
- Write and maintain efficient, scalable C++ and Python code and contribute to planning software architecture.
- Test and validate planning systems in simulation and real-world scenarios, including dynamic multi-agent interactions and edge cases.
- Analyze system performance, implement improvements, and optimize planning behavior for reliable real-time operation.
- Collaborate with autonomy, planning, and cross-functional engineering teams while documenting code, algorithms, and system designs.
Requirements
- Strong proficiency in modern C++ and object-oriented programming.
- Skilled in Python for rapid prototyping and testing.
- Experience debugging, profiling, and optimizing software.
- Deep understanding of behavior-planning methods such as state machines, behavior trees, and probabilistic planning.
- Familiarity with path-planning algorithms including A*, RRT, and optimization-based methods.
- Master’s degree in Computer Science, Robotics, or a related field, plus at least 3 years of industry experience in autonomous driving, robotics, or a related area.
Nice to have
- Experience with D*, ROS or ROS2, machine learning for behavior prediction and planning, optimization, and probabilistic models.
- Experience building high-frequency replanning systems for dynamic environments.
- Experience designing low-latency behavior-planning systems for real-time navigation.
- Master’s degree or PhD in Robotics, AI, Mathematics, or a related field focused on planning, optimization, or control theory.
Culture & Benefits
- Work on a technically focused autonomy product for airport ground operations.
- Collaborate closely with the autonomy engineering team and other engineering functions.
- Contribute to a market-focused enterprise product combining autonomous vehicles with a robotics-as-a-service business model.
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