Deep Learning Developer working on transformer-based vision models at Mobileye, focusing on autonomous vehicle technology and collaboration within a large team.
Responsibilities
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
Requirements
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.
**Advantages:**
PhD in Computer Science or a related discipline.
Experience in computer vision, multi-view geometry and 3D reconstruction
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