Staff Software Engineer, Perception

Summary

Join AeroVect, a Series A company revolutionizing ground handling with autonomous technology, and contribute to our cutting-edge solutions for major airlines and ground handling providers. As a key member of our team, you will play a crucial role in deploying 3D object detection models, building robust data pipelines, developing proprietary datasets, and training state-of-the-art models. This position demands a strong background in computer science, robotics, or a related field, along with extensive experience in deploying 2D/3D object detection models. You will need to demonstrate proficiency in Python and the ability to lead projects and teams independently. The ideal candidate will possess a PhD and publications in relevant conferences.

Requirements

• Bachelor’s or Master’s degree in Computer Science, Robotics, Deep Learning, or a related field
• 5+ years of focused experience in deploying 2D/3D object detection models
• Python proficiency
• The ability to lead projects and teams autonomously

Responsibilities

• Deploy 3D object detection models, including multi-modal approaches (camera, LiDAR, radar)
• Build and maintain a robust data collection and evaluation (metrics) pipeline
• Develop a proprietary dataset for model training and evaluation
• Train and evaluate state-of-the-art (SOTA) models

Preferred Qualifications

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