6 дней назад
Perception Engineer — 3D Representation & Navigation (Robotics)
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Perception Engineer — 3D Representation & Navigation (Robotics): Building real-time 3D scene and traversability representations, sensor-fusion perception systems, and localization and mapping capabilities for autonomous robots operating in field environments with an accent on learned representations, multi-modal sensing, and deployment on physical robots. Focus on designing navigation-ready geometry, validating perception through simulation and field testing, debugging on-robot failures, and scaling robust systems across robots, environments, and missions.
Location: Irvine, California, United States; on-site
Company
develops risk-aware, reliable embodied AI systems for real robots, sensors, and field deployments.
What you will do
- Design and build real-time 3D scene and traversability representations for robot navigation, including point-cloud-based and learned implicit structures.
- Develop and maintain perception, localization, and mapping systems for autonomous robots in unstructured, off-road, and field environments.
- Implement multi-sensor perception using LiDAR, cameras, RADAR, GPS, and inertial sensors, and integrate new sensing modalities.
- Move perception algorithms from research prototypes into production on physical robots; debug issues found during testing and field operations.
- Build metrics, regression tests, validation tools, and scalable solutions for multiple robots, environments, and missions.
- Collaborate with autonomy, controls, platform, research, engineering, and field operations teams.
Requirements
- Bachelor’s or Master’s degree in Robotics, Electrical Engineering, Computer Engineering, Computer Science, Mechanical Engineering, or a related technical field.
- 3+ years of experience in verification, validation, systems testing, or perception evaluation for robotics, autonomous systems, automotive, or similar domains.
- Experience with robotic sensors including LiDAR, cameras, GPS, and IMUs.
- Understanding of perception system behavior, sensor limitations, and common failure modes.
- Experience creating test plans, validation procedures, performance metrics, structured reports, and conducting root-cause analysis from logs, datasets, and field results.
- Strong cross-functional communication skills and the ability to work with development teams while representing an independent verification and validation function.
Nice to have
- Experience validating perception systems for autonomous vehicles, mobile robots, drones, industrial robots, or defense robotics platforms.
- Familiarity with detection, tracking, localization, mapping, and sensor-fusion workflows.
- Experience with simulation, software-in-the-loop, hardware-in-the-loop, replay-based validation, sensor calibration, synchronization, and sensor health monitoring.
- Experience building automated regression tools or validation infrastructure.
- Knowledge of annotated datasets, ground-truth generation, scenario-based testing, requirements traceability, and safety-oriented development practices.
Culture & Benefits
- Work directly with real robots, sensors, and field deployments.
- Systems are tested on hardware and improved through real-world operation.
- Close collaboration across autonomy, controls, platform, research, engineering, and field operations.
- On-site work in Irvine, within Southern California’s robotics ecosystem.
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