Experienced Machine Learning Engineer

Reposted 14 Days Ago
Be an Early Applicant
Ramat Gan, ISR
Hybrid
Mid level
Automotive • Automation
Mobileye is leading the mobility revolution with its autonomous-driving and driver-assist technologies.
The Role
Research and build end-to-end multi-camera 3D perception models combining geometry and semantics for autonomous vehicles. Work on 3D semantic occupancy, reconstruction, detection, multi-view fusion, and production deployment on vehicles.
Summary Generated by Built In
Mobileye’s Hawkeye team is developing advanced close-range 3D perception for autonomous vehicles, enabling safe automated parking and low-speed maneuvers in tight environments. We build multi-camera deep learning systems for precise and reliable understanding of the vehicle’s surroundings.

What will your job look like:

  • Research and develop cutting-edge end-to-end 3D perception models combining geometry and semantics.
  • Work on 3D Semantic Occupancy, Geometry Reasoning, 3D Reconstruction, 3D Object Detection, and related tasks.
  • Innovate in multi-view fusion, motion handling, and spatial representation learning.
  • Deliver models that run on real vehicles and integrate into production systems.

All you need is:

  • 4+ years of hands-on experience in Machine Learning and Deep Learning.
  • M.Sc. in a relevant field (Machine Learning / Computer Vision / Robotics / similar).
  • B.Sc. from a leading university.
  • Strong Python development skills.
  • Highly motivated, hard-working, proactive, and driven to solve challenging problems.
  • Ability to operate in a fast-paced research & development environment.

Nice to have:

  • PhD or relevant academic publications.
  • Experience with Linux, Git, Docker, C++.
  • Knowledge in 3D perception, computer vision, or robotics.
  •  Industry experience working on CV and Deep Learning.

Mobileye changes the way we drive, from preventing accidents to semi and fully autonomous vehicles. If you are an excellent, bright, hands-on person with a passion to make a difference come to lead the revolution!

Skills Required

  • 4+ years hands-on experience in Machine Learning and Deep Learning
  • M.Sc. in Machine Learning, Computer Vision, Robotics, or similar
  • B.Sc. from a leading university
  • Strong Python development skills
  • Ability to operate in a fast-paced research & development environment
  • Highly motivated, proactive, and driven to solve challenging problems
  • PhD or relevant academic publications
  • Experience with Linux, Git, Docker, C++
  • Knowledge in 3D perception, computer vision, or robotics
  • Industry experience working on computer vision and deep learning
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The Company
HQ: Jerusalem
3,700 Employees

What We Do

Mobileye is leading the mobility revolution with its autonomous-driving and driver-assistance technologies, harnessing world-renowned expertise in computer vision, machine learning, mapping, and data analysis. Founded in 1999, Mobileye has pioneered such groundbreaking technologies as REM™ crowdsourced mapping, True Redundancy™ sensing, and the RSS™ safety model. These technologies are driving the ADAS and AV fields towards the future of mobility – enabling self-driving vehicles and mobility solutions, powering industry-leading advanced driver-assistance systems and delivering valuable intelligence to optimize mobility infrastructure. Mobileye technology is used in over 170 million vehicles worldwide. In 2022, Mobileye became an independent company while still being majority-owned by Intel. Mobileye’s headquarters and R&D center are based in Jerusalem, with additional offices across Israel and around the world.

Why Work With Us

Our technology enables self-driving vehicles and mobility solutions, powers industry-leading advanced driver assistance systems, and delivers valuable intelligence to optimize mobility infrastructure.

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