Senior Staff Software Engineer, Perception

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
• Experience working on the entire perception stack (sensing, preprocessing, detection & tracking)
• Proficiency in Python
• 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 etc

About the Company

AeroVect is transforming ground handling with autonomy, redefining how airlines and ground service providers around the globe run day-to-day operations.