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Machine Learning Engineer (Student Position) at Mobileye

Ramat Gan, Tel-Aviv District, Israel -

Full Time

Start Date

Immediate

Expiry Date

03 May, 26

Salary

0.0

Posted On

02 Feb, 26

Experience

0 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Machine Learning, Deep Learning, Python, Computer Vision, Robotics, 3D Perception, 3D Object Detection, 3D Reconstruction, Geometry Reasoning, Multi-View Fusion, Spatial Representation Learning, Linux, Git, Docker, C++

Industry

Motor Vehicle Manufacturing

Description

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. \n What will your job look like: Research and develop cutting-edge end-to-end 3D perception models, combining geometry and semantics as part of a leading research team. Contribute to the development of 3D Semantic Occupancy, Geometry Reasoning, 3D Reconstruction, and 3D Object Detection algorithms. Innovate in areas such as multi-view fusion, motion handling, and spatial representation learning. Gain hands-on experience by integrating your models into real-world autonomous vehicle stacks and production environments. All you need is: Currently pursuing an M.Sc. or Ph.D. in a relevant field (Machine Learning / Computer Vision / Robotics / CS). Completed B.Sc. from a leading university with high achievement's Availability to work at least 3 days per week. Solid theoretical background in Machine Learning and Deep Learning. Strong Python development skills and familiarity with deep learning frameworks (PyTorch/TensorFlow). Highly motivated, proactive, and capable of conducting independent research in a fast-paced environment. Advantages: Track record of relevant academic publications or workshop papers. Experience with Linux, Git, Docker, and C++.Hands-on experience (academic or industry) in 3D perception, computer vision, or robotics. Existing knowledge of modern architectures (Transformers, BEV perception, Occupancy Networks). \n 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!

Responsibilities

Research and develop cutting-edge end-to-end 3D perception models as part of a leading research team. Contribute to the development of various algorithms related to 3D perception and integrate models into real-world autonomous vehicle stacks.