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Experienced Machine Learning Engineer

๐Ÿ“… Jul 21
Machine LearningDeep LearningPython3D Perception
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๐Ÿ“œ Description

  • Research and develop end-to-end 3D perception models combining geometry and semantics.
  • Work on 3D semantic occupancy, geometry reasoning, 3D reconstruction, and 3D object detection.
  • Develop approaches for multi-view fusion, motion handling, and spatial representation learning.
  • Deploy models on real vehicles and integrate them into production systems.

๐Ÿ› ๏ธ Requirements

  • 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.
Full job description
Mobileyeโ€™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 vehicleโ€™s surroundings.
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!

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.
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