Vacancy Description
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
- Build and execute a roadmap for the perception system
- Mentor junior engineers about best practices
Requirements
- Master’s or PhD in Computer Science, Robotics, Deep Learning, or a related field
- 7+ years of focused experience in architecting and deploying 2D/3D object detection models
- Experience working on the entire perception stack (sensing, preprocessing, detection & tracking)
- Proficiency in Python
- Ability to identify gaps and lead cross‑functional projects
Preferred Qualifications
- PhD in Computer Science, Robotics, ...
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