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Senior Machine Learning Engineer

Mobileye·Israel·
Sin especificarTiempo completoAI & Machine LearningAutomotive

Research and develop cutting-edge end-to-end 3D perception models combining geometry and semantics for autonomous vehicles. Focus on 3D Semantic Occupancy, Geometry Reasoning, 3D Reconstruction, and 3D Object Detection.

Responsabilidades

  • 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.

Requisitos

  • 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.

Se valora

  • 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.

Compatibilidad

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Senior Machine Learning Engineer - 3D Perception for Autonomous Vehicles | CVZilla