Robotics Autonomy Engineer - Triage

FieldAI’s Irvine team is where embodied AI meets real robots, real sensors, and real field deployments. Based in the heart of Southern California’s robotics ecosystem, we build risk-aware, reliable, field-ready AI systems that solve the hardest problems in robotics and unlock the full potential of embodied intelligence. If you want your work to ship, get tested on hardware, and improve through real deployments, Irvine is the place. We go beyond typical data-driven approaches or pure transformer-only architectures, combining rigorous engineering with learning systems proven in globally deployed solutions that deliver results today and get better every time our robots run in the field. About the Job Field AI is building the future of autonomy—from rugged terrain to real-world deployment. We’re on a mission to develop intelligent, adaptable robotic systems that operate beyond simulation and thrive in unpredictable environments. As our Robotics Autonomy Engineer – Triage, you’ll be the fastest link between what our robots experience in the field and how our autonomy stack improves, reproducing behaviors, finding root causes, and driving rapid fixes and tests that make every deployment smoother than the last. You’ll be part of a deeply technical team advancing real-world robotic capabilities through cutting-edge research, simulation tools, and field validation. If solving hard puz [... source excerpt omitted ...] ou, and you want to work where your code hits the ground (literally)—this is your role. This is Field AI What You’ll Get To Do Triage incoming reports from field deployments and customer sites, assess impact, and decide what gets fixed now, what gets routed, and what gets tracked. Reproduce field behaviors from logs, telemetry, and recordings, both in simulation and on hardware. Root cause behaviors that span perception, localization, planning, control, and integration boundaries, and ship targeted fixes quickly. Turn every fix into a regression test, scenario, or hardware-in-the-loop (HIL) check so the improvement holds. Build triage tooling for log analysis, event detecti [... source excerpt omitted ...] g final compensation. Base pay may vary based on role scope, job-related knowledge, skills, experience, and the Irvine, California market. Why Join FieldAI in Irvine? In Irvine, you will work where the robots are. Our local team builds and tests systems on real hardware with real sensors, then ships them to operate in unstructured, previously unknown environments around the world. We are solving one of robotics’ hardest challenges: reliable deployment outside the lab. Our Field Foundational Models™ raise the bar for perception, planning, localization, and manipulation, with an emphasis on explainability and safety for real-world use. You will collaborate with a world-class tea