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Deep Learning Algorithm Engineer - REM Semantics

mobileye

Jerusalem, Israel

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About the role

You will be part of Mobileye's REM (Road Experience Management) department which is responsible for the automatic High Definition map-making process, which is a key technology in Mobileye's autonomous driving and high-end Driving Assistance systems. 

You will be joining the team that builds the state-of-the-art AI-powered relevancy systems at scale. You will be designing and implementing semantic understanding engines that power data-driven products across autonomous driving and beyond, combining cutting-edge Computer Vision, Graph Neural Networks, and efficient inference to solve real-world perception challenges. 

 

What will your job look like:

  • Conduct hands-on research and development of AI and Deep Learning algorithms for real-world automotive perception tasks.

  • Own projects end-to-end — from concept, through research, prototyping, designing, training, and evaluating neural network architectures, to integration and scalable deployment. 

  • Analyze challenging edge cases and continuously improve model performance in complex driving scenarios.

  • Collaborate with algorithm developers, software engineers, product managers and system teams across the organization. 

  • Work with large-scale datasets and real-world driving scenarios to improve model accuracy, robustness, and runtime efficiency. 

  • Bring your ideas into production-ready systems that have a direct, measurable impact on autonomous vehicle technologies used worldwide. 

All you need is:

  • B.Sc. or M.Sc. in Computer Science, Electrical Engineering, or a related field, with strong academic performance.

  • 3+ years of hands-on experience developing deep learning solutions using Python and frameworks such as PyTorch. 

  • Solid foundation in Algorithms, Machine Learning, and Deep Learning fundamentals (Computer Vision / Graph Neural Networks – advantage).

  • Strong analytical skills, a sense of ownership, and the ability to work collaboratively.

Nice to have:

  • Experience leveraging AI agents and modern productivity tools in development workflows.
  • Experience with cloud environments and big data tools.
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!