aerovect - Senior Staff Software Engineer, Perception

Remote - Asia-Pacific *2mo ago

Remote Staff APAC Robotics Senior Software Engineer Software Engineer Python Full Stack

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

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.