Ramat Gan
Full time
Mobileye is a global leader in autonomous vehicle (AV) technology. If you’re an experienced deep learning developer driven by a passion to shape the future of mobility, join us to make AV a reality.The 3D Perception team builds transformer-based vision models trained on large-scale driving video for the next generation of autonomous vehicles. Our end-to-end temporal network fuses multi-view cameras into a unified 3D sensing state that powers planning.
What will your job look like?
- Develop, implement and optimize state-of-the-art transformer-based temporal vision models.
- Extend network capabilities, analyze results and errors, and deliver measurable improvements to the driving scene understanding.
- Work shoulder-to-shoulder in a large, collaborative group.
- Research and integrate the latest advancements in 3d detection and perception.
- Improve algorithmic performance through rigorous experimentation and innovation.
- Work with large-scale datasets.
- Research new advances in the field from the literature and industry.
- Code primarily in Python
All you need is:
- M.Sc. in Computer Science or a related field.
- 5+ years of experience developing, implementing, training and analyzing deep learning algorithms in Python.
- Top-tier mathematical, analytical, and coding skills.
- Strong self-learner and research capabilities with a proven track record from industry or academia.
- PhD in Computer Science or a related discipline.
- Experience in computer vision, multi-view geometry and 3D reconstruction
Advantages:
