Staff Software Engineer, Perception

Summary

Join AeroVect, a Series A company revolutionizing ground handling with autonomous technology, and become a key member of our team. You will architect 3D object detection models using multi-modal approaches, build and maintain data pipelines, develop proprietary datasets, deploy models to production, experiment with state-of-the-art models, and mentor junior engineers. This role requires a Master's or PhD in a relevant field, 5+ years of experience in architecting and deploying 2D/3D object detection models, experience with the entire perception stack, and Python proficiency. The ideal candidate will also possess strong project leadership skills. AeroVect offers the opportunity to work on cutting-edge technology within a dynamic and innovative environment.

Requirements

• Master’s or PhD in Computer Science, Robotics, Deep Learning, or a related field
• 5+ 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 lead projects autonomously

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
• Experiment SOTA models’ performance
• Mentor junior engineers about best practices

Preferred Qualifications

• PhD in Computer Science, Robotics, or a related discipline
• Publications in major conferences like CVPR, ICRA, NeurIPS, IJCAI, AAAI etc