6 дней назад
Algorithm Engineer Senior Technical Expert - Objects Perception (Computer Vision)
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Описание вакансии
Текст:
TL;DR
Algorithm Engineer Senior Technical Expert - Objects Perception (Computer Vision): Developing deep learning–based perception systems for autonomous driving with an accent on scene understanding, multi-camera reasoning, 3D modeling, and behavior prediction. Focus on leading applied research and POCs, designing end-to-end multimodal learning systems, and transferring vision innovations into production autonomous vehicle platforms.
Location: Hybrid in Ramat Gan, Israel
Company
develops perception and autonomy technologies for preventing accidents and enabling semi- and fully autonomous vehicles.
What you will do
- Lead long-term applied research initiatives and proof-of-concepts that shape perception and autonomous driving technology.
- Design and implement end-to-end perception and multimodal learning systems across detection, tracking, 3D reconstruction, multi-camera fusion, and motion prediction.
- Translate research innovations into validated proof-of-concepts suitable for adoption by production teams.
- Develop systems for deployment on autonomous vehicle platforms.
- Work as a hands-on individual contributor across multiple projects within the Object Perception group.
Requirements
- M.Sc. in Mathematics, Computer Science, Electrical Engineering, or a related field.
- 8+ years of hands-on experience developing computer vision and deep learning systems.
- Experience taking vision models from research through proof-of-concept and into production.
- Ability to independently own vaguely defined research directions end to end.
- Strong programming skills in Python.
Nice to have
- Broad experience with object detection and tracking and 3D scene understanding.
- Technical leadership experience; team management experience is an advantage.
- Experience with motion prediction, trajectory forecasting, behavior modeling, or learning-based navigation for autonomous systems.
- First-author publications at leading peer-reviewed conferences such as CVPR, ECCV, ICCV, NeurIPS, ICML, or ICLR.
- PhD in a relevant field.
Culture & Benefits
- Full-time employment in the R&D Algorithms department.
- Hybrid workplace.
- Work on perception systems for semi- and fully autonomous vehicles.
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