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 willArchitect 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.
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
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
Skills Required
- Master's or PhD in Computer Science, Robotics, Deep Learning, or a related field
- 7+ years of focused experience architecting and deploying 2D/3D object detection models
- Experience across the perception stack, including sensing, preprocessing, detection, and tracking
- Python proficiency
- Ability to identify gaps and lead cross-functional projects
- PhD in Computer Science, Robotics, or a related discipline
- Full-stack autonomous vehicle knowledge
- Experience architecting perception systems for detection and tracking
- Publications in major conferences such as CVPR, ICRA, NeurIPS, IJCAI, or AAAI
What We Do
AeroVect deploys autonomous driving systems for GSE, trusted by the world's most innovative airlines and ground handlers
