Senior Staff Software Engineer, Perception
Aerovect · Remote
About this role
**Senior Staff Software Engineer, Perception** **About AeroVect** Transforming ground handling with autonomy, redefining how airlines and ground service providers run day-to-day operations. Series A company backed by top-tier venture capital investors in aviation and autonomous driving. **What You'll Do** • Architect 3D object detection models, including multi-modal approaches (camera, LiDAR, Radar) • Build and maintain data collection and evaluation (metrics) pipeline • Develop a proprietary multi-modal dataset for training and evaluation • Train, deploy and monitor 2D/3D object detection models to production • Build and execute a roadmap for the perception system • Mentor junior engineers about best practices **Required Qualifications** • Master's or PhD in Computer Science, Robotics, Deep Learning, or related field • 7+ years of focused experience architecting and deploying 2D/3D object detection models • Full perception stack experience (sensing, preprocessing, detection & tracking) • Python proficiency • Ability to identify gaps and lead cross-functional projects **Preferred Qualifications** • PhD in Computer Science, Robotics, or related discipline • Full stack AV knowledge • Experience architecting perception systems (detection & tracking) • Publications in major conferences (CVPR, ICRA, NeurIPS, IJCAI, AAAI, etc.)
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