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Mobileye

Senior Deep Learning Algorithm Developer

Jerusalem, Israel
Deep Learning Python Computer Vision C++
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Description

Senior Deep Learning Algorithm Developer

Team: Algorithms

Location: Jerusalem, Israel

Commitment: Full time

Workplace Type: hybrid

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

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

    • Advantages:
  • PhD in Computer Science or a related discipline
  • Experience in computer vision, multi-view geometry and 3D reconstruction
  • Programming in CPP 
Mobileye
Mobileye

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