Aerovect
Senior Software Engineer, Perception (Radar)
Remote. Posted 4 months ago
The role
You will develop and optimize radar-based perception pipelines including preprocessing, detection, clustering, and tracking. You will also train, deploy, and monitor radar object detection models and fuse radar data with camera and/or LiDAR.
What you will do
- Develop and optimize radar-based perception pipelines
- Train, deploy, and monitor radar object detection models for ground handling environments
- Fuse radar data with camera and/or LiDAR for robust multi-modal perception
- Build and maintain radar data collection, labeling, and evaluation pipelines
- Architect a deterministic secondary perception system with radar as a primary modality
- Mentor junior engineers on radar perception best practices
Required qualifications
- Bachelor's or Master's degree in Computer Science, Robotics, Electrical Engineering, or a related field
- 3+ years of focused experience in radar perception (signal processing, clustering, detection, tracking)
- Deep understanding of radar fundamentals - range-Doppler processing, CFAR detection, beamforming, ghost/multipath mitigation
- Experience with automotive or industrial radar sensors (continental, TI, Oculii, or similar)
- Python, C++, and ROS2 proficiency
Nice to have
- PhD in Computer Science, Robotics, Electrical Engineering, or a related discipline
- Experience deploying radar models to production
- Experience developing CUDA kernels
- Experience fusing radar with camera/LiDAR in a production stack
- Familiarity with radar-specific datasets (RADIal, RadarScenes, CARRADA, or similar)
About the company
AeroVect is a Series A company transforming ground handling with autonomy. Their customers include some of the world's largest airlines and ground handling providers.