Senior Software Engineer, Perception (Radar)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Software Engineer, Perception (Radar) (Robotics/AI): Developing and optimizing radar-based perception pipelines for autonomous ground handling with an accent on preprocessing, detection, clustering, and tracking. Focus on fusing multi-modal data from radar, camera, and LiDAR and architecting deterministic secondary perception systems for aviation environments.
Location: Remote (USA/Canada) or Hybrid (Atlanta, New York City)
Company
is a Series A startup transforming ground handling with autonomy for airlines and ground service providers globally.
What you will do
- Develop and optimize radar-based perception pipelines, including preprocessing, detection, clustering, and tracking.
- Train, deploy, and monitor radar object detection models specifically for ground handling environments.
- Fuse radar data with camera and/or LiDAR to create robust multi-modal perception systems.
- Build and maintain pipelines for radar data collection, labeling, and evaluation.
- Architect a deterministic secondary perception system utilizing radar as the primary modality.
- Mentor 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, including signal processing, clustering, detection, and tracking.
- Deep understanding of radar fundamentals such as range-Doppler processing, CFAR detection, beamforming, and ghost/multipath mitigation.
- Experience with automotive or industrial radar sensors (e.g., Continental, TI, Oculii).
- Proficiency in Python, C++, and ROS2.
Nice to have
- PhD in Computer Science, Robotics, Electrical Engineering, or a related discipline.
- Experience deploying radar models to production environments.
- Experience developing CUDA kernels.
- Experience fusing radar with camera/LiDAR in a production-grade stack.
- Familiarity with radar-specific datasets like RADIal, RadarScenes, or CARRADA.
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