54 минуты назад
Senior Staff Software Engineer (Perception)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Staff Software Engineer (Perception) (Computer Vision/Robotics): Architecting and deploying 2D/3D object detection models and multimodal perception systems using camera, LiDAR, and radar with an accent on production deployment, evaluation pipelines, and proprietary datasets. Focus on designing the full perception stack, building model monitoring infrastructure, leading cross-functional projects, and mentoring junior engineers.
Location: San Francisco, CA, USA; Italy; Berlin, Germany; Amsterdam, Netherlands; Poland; Munich, Germany; Dublin, Ireland; Frankfurt, Germany; Stockholm, Sweden; London, UK; Paris, France
Company
is a Series A company developing autonomous ground-handling solutions for airlines and ground service providers.
What you will do
- Architect 3D object detection models, including multimodal camera, LiDAR, and radar approaches.
- Build and maintain data collection and evaluation pipelines with relevant metrics.
- Develop proprietary multimodal datasets for training and evaluation.
- Train, deploy, and monitor 2D/3D object detection models in production.
- Build and execute the roadmap for the perception system.
- Mentor junior engineers on engineering best practices.
Requirements
- Master’s or PhD in Computer Science, Robotics, Deep Learning, or a related field.
- 7+ years of focused experience architecting and deploying 2D/3D object detection models.
- Experience across the full perception stack, including sensing, preprocessing, detection, and tracking.
- Proficiency in Python.
- Ability to identify gaps and lead cross-functional projects.
Nice to have
- PhD in Computer Science, Robotics, or a related discipline.
- Full-stack autonomous-vehicle knowledge.
- Experience architecting perception systems for detection and tracking.
- Publications in major conferences such as CVPR, ICRA, NeurIPS, IJCAI, or AAAI.
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