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Senior Staff Software Engineer, Perception

AeroVect

Remote Remote Full-time Posted 30+ days ago
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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. 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

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