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.
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
About AeroVect
AeroVect develops autonomous driving platforms for GSE.
More jobs at AeroVect
- Senior Technical Product Manager, Fleet Ops
- Staff Product Manager, AGSE Service
- Staff Software Engineer, Motion Planning
- Staff Software Engineer, Localization
- Senior Software Engineer, Behavior Planning
- Senior Software Engineer, Behavior Planning
- Senior Software Engineer, Behavior Planning
- Senior UX Designer
- Software Engineer, Platform
- Senior Technical Program Manager