Senior Staff Software Engineer, Perception

About AeroVect

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.

Responsibilities

• 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
• Train, deploy and monitor 2D/3D object detection models to production
• Build and execute a roadmap for the perception system
• Mentor junior engineers about best practices

Requirements

• Master's or PhD in Computer Science, Robotics, Deep Learning, or a related field
• 7+ years of focused experience in architecting and deploying 2D/3D object detection models
• Worked on entire perception stack (sensing, preprocessing, detection & tracking)
• Python proficiency
• The ability to identify gaps and lead cross functional projects

Preferred Qualifications

• PhD in Computer Science, Robotics, or a related discipline
• Full stack AV knowledge
• Experience in architecting perception systems (detection & tracking)
• Publications in major conferences like CVPR, ICRA, NeurIPS, IJCAI, AAAI