Senior Staff Software Engineer, Perception (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Staff Software Engineer, Perception (AI): Architecting 3D object detection models using multi-modal data (camera, LiDAR, Radar) for autonomous ground handling in aviation with an accent on the entire perception stack and data pipelines. Focus on training, deploying, and monitoring 2D/3D models in production and defining the long-term perception system roadmap.
Location: Remote; available in Amsterdam, Berlin, Dublin, Frankfurt, Italy, London, Munich, Paris, Poland, San Francisco, Stockholm, or United Kingdom
Company
is a Series A startup transforming ground handling with autonomy for airlines and ground service providers globally.
What you will do
- Architect multi-modal 3D object detection models utilizing camera, LiDAR, and Radar data.
- Build and maintain robust data collection and evaluation pipelines.
- Develop a proprietary multi-modal dataset for training and evaluation purposes.
- Train, deploy, and monitor 2D/3D object detection models in production environments.
- Build and execute the strategic roadmap for the perception system.
- Mentor junior engineers and promote technical 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.
- Proven experience with the entire perception stack, including sensing, preprocessing, detection, and tracking.
- Proficiency in Python.
- Ability to identify system gaps and lead complex cross-functional projects.
Nice to have
- PhD in Computer Science, Robotics, or a related discipline.
- Comprehensive full-stack autonomous vehicle (AV) knowledge.
- Specific experience in architecting integrated perception systems (detection & tracking).
- Publications in major conferences such as CVPR, ICRA, NeurIPS, IJCAI, or AAAI.
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