Experienced Deep Learning Algorithm Developer - 3D Perception Team

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.
  
  

• M.Sc. in Computer Science or a related field.
• 3+ 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.