Senior Staff Software Engineer, Perception
Aerovect
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 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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