AeroVect is seeking a Staff Software Engineer, Perception to architect and deploy 2D/3D object detection models using multi-modal sensor data. The role involves building data pipelines, developing proprietary datasets, and mentoring junior engineers in a cutting-edge autonomy environment for ground handling operations.
What You'll Do
- 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
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
- Worked on entire perception stack (sensing, preprocessing, detection & tracking)
- Python proficiency
- 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, AAAI etc
Technical Stack
- Python
- 3D object detection
- 2D object detection
- LiDAR
- Radar
- Camera
- multi-modal perception
