Senior Staff Software Engineer, Perception

<h2><strong>Who We Are</strong></h2><p style="min-height:1.5em">AeroVect is transforming ground handling with autonomy, redefining how airlines and ground service providers around the globe run day-to-day operations. For more information, visit <a target="_blank" rel="noopener noreferrer nofollow" href="http://www.aerovect.com"><u>www.aerovect.com</u></a>.</p><h2><strong>You will</strong></h2><ul style="min-height:1.5em"><li><p style="min-height:1.5em">Architect 3D object detection models, including multi-modal approaches (camera, LiDAR, Radar).</p></li><li><p style="min-height:1.5em">Build and maintain data collection and evaluation (metrics) pipeline.</p></li><li><p style="min-height:1.5em">Develop a proprietary multi-modal dataset for training and evaluation.</p></li><li><p style="min-height:1.5em">Train, deploy and monitor 2D/3D object detection models to production.</p></li><li><p style="min-height:1.5em">Experiment SOTA models’ performance.</p></li><li><p style="min-height:1.5em">Mentor junior engineers about best practices.</p></li></ul><h2><strong>You have</strong></h2><ul style="min-height:1.5em"><li><p style="min-height:1.5em">Master’s or PhD in Computer Science, Robotics, Deep Learning, or a related field.</p></li></ul><ul style="min-height:1.5em"><li><p style="min-height:1.5em">5+ years of focused experience in architecting and deploying 2D/3D object detection models.</p></li><li><p style="min-height:1.5em">Worked on entire perception stack (sensing, preprocessing, detection &amp; tracking)</p></li><li><p style="min-height:1.5em">Python proficiency</p></li><li><p style="min-height:1.5em">The ability to lead projects autonomously</p></li></ul><h2><strong>We Prefer</strong></h2><ul style="min-height:1.5em"><li><p style="min-height:1.5em">PhD in Computer Science, Robotics, or a related discipline.</p></li><li><p style="min-height:1.5em">Publications in major conferences like CVPR, ICRA, NeurIPS, IJCAI, AAAI etc</p></li></ul>