Machine Learning Engineer (Student Position)

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Summary

Location

Ramat Gan (Hybrid)

Work

Internship

About this Job

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 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).

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!

About the Company

Mobileye logo

Mobileye

Public Company
Automotive ManufacturingTransportation & Autonomous VehiclesRobotics Software & AI

Mobileye is leading the mobility revolution with its autonomous-driving and driver-assist technologies, harnessing world-renowned expertise in computer vision, machine learning, mapping, and data analysis. Our technology enables self-driving vehicles and mobility solutions, powers industry-leading advanced driver-assistance systems, and delivers valuable intelligence to optimize mobility infrastructure. Mobileye pioneered such groundbreaking technologies as True Redundancy™ sensing, REM™ crowdsourced mapping, and Responsibility Sensitive Safety (RSS) technologies that are driving the ADAS and AV fields towards the future of mobility.

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