A
Aerovectvia Ashby
Senior Software Engineer, Perception (Radar)
REMOTE$144K - $180K/yrPosted 1mo ago
Computer VisionSeniorFull-time
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About the Role
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 http://www.aerovect.com.
YOU WILL
- Develop and optimize radar-based perception pipelines - preprocessing, detection, clustering, and tracking
- 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
YOU HAVE
- 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
WE PREFER
- 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)
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 http://www.aerovect.com.
YOU WILL
- Develop and optimize radar-based perception pipelines - preprocessing, detection, clustering, and tracking
- 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
YOU HAVE
- 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
WE PREFER
- 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)
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