Senior Staff Software Engineer, Perception
AI
AeroVect is seeking a Senior Staff Software Engineer, Perception to architect and deploy 3D object detection models for autonomous ground handling in aviation. The role requires a Master's or PhD and 7+ years of experience in 2D/3D object detection, Python proficiency, and mentoring junior engineers.
What you'll do
- Architect 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.
What you need
Must-have
3D object detectionmulti-modal approachescameraLiDARRadardata collection pipelineevaluation metrics pipeline2D object detection
Nice-to-have
Full stack AV knowledgearchitecting perception systemspublications in CVPRpublications in ICRApublications in NeurIPSpublications in IJCAIpublications in AAAI
Soft skills
mentoringleadershipcross-functional collaborationidentifying gaps
autonomous drivingperceptioncomputer visiondeep learningaviationsenior staff3D object detectionLiDARPython