Source description
About the role
Develop advanced perception algorithms — Design and implement robust algorithms for object detection, classification, and multi-target tracking across diverse sensor modalities.
Implement sensor fusion frameworks — Integrate data from vision systems, radars, and other mission sensors using probabilistic and deterministic fusion techniques to generate accurate situational awareness.
Develop state estimation capabilities — Design and refine algorithms for localization and pose estimation using IMU, GPS, vision, and other onboard sensing inputs to enable stable and accurate navigation.
Analyze and utilize sensor ICDs — Interpret interface control documents (ICDs) and technical specifications for aircraft-mounted sensors to ensure correct data handling, interpretation, and synchronization.
Optimize perception performance — Tune and evaluate perception pipelines for performance, robustness, and real-time efficiency in both simulation and real-world environments.
Support autonomy integration — Work closely with autonomy, systems, and integration teams to interface perception outputs with planning, behaviors, and decision-making modules.
Validate in simulated and operational settings — Leverage synthetic data, simulation environments, and field testing to validate algorithm accuracy and mission readiness.
Collaborate with hardware and sensor teams — Ensure seamless integration of perception algorithms with onboard compute platforms and diverse sensor payloads.
Drive innovation in airborne sensing — Contribute novel ideas and state-of-the-art techniques to advance real-time perception capabilities for unmanned aircraft operating in complex, GPS-denied, or contested environments.
Travel Requirement – Members of this team typically travel around 10-15% of the year (to different office locations, customer sites, and flight integration events).
More at Shield AI
Related open roles
Staff Engineer, Computer Vision (C++) (R5196)
Melbourne · Onsite
Senior Engineer, Autonomy (R5182)
Australia · Onsite
Principal Engineer, State Estimation (Dallas, TX)
Dallas–Fort Worth · Onsite
Staff Engineer, Deep Learning (R5180)
Melbourne · Onsite
Engineer, State Estimation (Dallas/San Diego/Boston/ DC/ San Fran)
San Francisco Bay Area · San Diego · Boston · Onsite
Staff Software Engineer, Autonomy Applications Engineering
IN · Onsite
