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Autonomy Lead
Skyways · Austin, United States
About The Role
Join our team as an Autonomy Lead, where you will be responsible for defining and implementing the end-to-end autonomy system for real-world flight. You will lead a small team while staying hands-on in architecture, implementation, and flight debugging. Your work will directly impact the safety and consistency of aircraft missions. This is not an entry-level role; we are looking for someone with experience in building and deploying autonomy systems on real-world robotic or UAV platforms.
- Define and oversee the integration of perception, state estimation, planning, and flight behaviors into a cohesive autonomy system that operates reliably in real-world conditions.
- Lead a small team of engineers in the architecture, implementation, and debugging of critical parts of the autonomy stack, while also being hands-on in the codebase.
- Drive the development and improvement of machine learning models used in the autonomy system, ensuring they perform effectively outside of ideal conditions.
- This is not an entry-level role. We are looking for someone who has already built and deployed autonomy systems on real-world robotic or UAV platforms
- Ability to make practical tradeoffs under real constraints and deliver working systems
- Experience taking at least one autonomy system from early development through real-world deployment and iteration
- Experience training, evaluating, or improving ML models used in real-world robotic or autonomy systems
- Strong proficiency in C++ and Python
- Strong system-level understanding across perception, estimation, and planning, with depth in at least one area
- Experience working with real-world datasets, labeling pipelines, and model iteration cycles
- Experience debugging real-world autonomy failures using logs, telemetry, or flight data
- Experience leading engineers and driving technical direction
- Experience working across software, hardware, and flight or field operations
- You have owned autonomy systems that operated in the real world, not just simulation or research environments
- Experience with autonomous aircraft or aerial systems
- Background in robotics, computer vision, or motion planning
- Experience with real-time or embedded systems
- Familiarity with ROS2 or similar robotics frameworks
- Experience deploying ML models to resource-constrained or real-time systems
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