Senior Software Engineer, Perception (Radar)
AeroVect · Atlanta, GA · 2 mo ago
HybridEngineering$144k–$180k/yrFull-time
Develop and optimize radar-based perception pipelines
Develop, optimize, and integrate radar-based perception pipelines including preprocessing, detection, clustering, and tracking.
Train, deploy, and monitor radar object detection models
- Train and deploy 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 and maintain radar data collection, labeling, and evaluation pipelines.
Architect a deterministic secondary perception system
- Build a secondary perception system with radar as a primary modality.
Mentor junior engineers on radar perception best practices
- Provide guidance and mentorship to junior engineers on radar perception best practices.
Requirements
- 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.
Prioritizing Factors
- 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).
Compensation
$144K - $180K