Senior Staff Software Engineer, Perception

WHO WE ARE AeroVect is transforming ground handling with autonomy, redefining how airlines and ground service providers around the globe run day-to-day operations. We are a Series A company backed by top-tier venture capital investors in aviation and autonomous driving. Our customers include some of the world’s largest airlines and ground handling providers. For more information, visit www.aerovect.com http://www.aerovect.com. YOU WILL • 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. YOU HAVE • Master’s or PhD in Computer Science, Robotics, Deep Learning, or a related field. • 7+ years of focused experience in architecting and deploying 2D/3D object detection models. • Worked on entire perception stack (sensing, preprocessing, detection & tracking) • Python proficiency • The ability to identify gaps and lead cross functional projects WE PREFER • PhD in Computer Science, Robotics, or a related discipline • Full stack AV knowledge • Experience in architecting perception systems (detection & tracking) • Publications in major conferences like CVPR, ICRA, NeurIPS, IJCAI, AAAI etc