AeroVect is looking for a Staff Software Engineer, Perception to lead the development and deployment of perception systems for autonomous ground handling vehicles. You will architect and implement 2D/3D object detection models and build the supporting data pipelines.
What You'll Do
- Architect 3D object detection models, including multi-modal approaches using camera, LiDAR, and Radar.
- Build and maintain data collection and evaluation (metrics) pipelines.
- Develop a proprietary multi-modal dataset for training and evaluation.
- Train, deploy, and monitor 2D/3D object detection models to production.
- Experiment with state-of-the-art model performance.
- Mentor junior engineers about best practices.
What We're Looking For
- 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.
- Experience with the entire perception stack: sensing, preprocessing, detection, and tracking.
- Proficiency in Python.
- The ability to lead projects autonomously.
Nice to Have
- PhD in Computer Science, Robotics, or a related discipline.
- Publications in major conferences like CVPR, ICRA, NeurIPS, IJCAI, or AAAI.
Technical Stack
- Python
AeroVect is an equal opportunity employer.
