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Mobileye
Mobileye

Experienced Deep Learning Algorithm Developer - 3D Perception Team

Israel
Full-Time
Hybrid

TLDR

Build transformer-based temporal vision models that fuse multi-view cameras into a unified 3D sensing state for autonomous vehicle planning.

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.
  • 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.

    • Nice to have:

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

    Mobileye is a technology company at the forefront of the mobility revolution, developing advanced autonomous-driving and driver-assist systems. Our cutting-edge expertise in computer vision and machine learning not only powers self-driving vehicles but also enhances mobility infrastructure through sophisticated data analysis. With innovations like REM crowdsourced mapping and Responsibility-Sensitive Safety (RSS), we are shaping the future of intelligent transport.

    Founded
    Founded 1999
    Employees
    500+ employees
    Industry
    automotive
    Funding stage
    Public
    Stock ticker
    Publicly traded (MBLY)
    Total raised
    $3B raised
    Artificial Intelligence Automotive & Mobility Education
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    Developer