Deep Learning Algorithm Engineer - REM Semantics

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Summary

Location

Jerusalem, Israel

About this Job

You will be part of Mobileye'sREM (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 theteamthatbuildsthestate-of-the-artAI-powered relevancy systems at scale.You will bedesigning and implementing semantic understanding engines that power data-driven products across autonomous driving and beyond, combining cutting-edgeComputer Vision, Graph Neural Networks, and efficient inference to solve real-world perception challenges.

If you'retalented, highly motivated andpassionate about building intelligent systems where your contributions driveconcrete, measurable outcomes, we'd love to meet you.

What will your job look like:

  • Conduct hands-on research and developmentofAI andDeep Learningalgorithmsfor 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,productmanagersand 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 haveadirect, 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 ofhands-onexperiencedeveloping deep learning solutions using Python and frameworks such as PyTorch

  • Solid foundation inAlgorithms, Machine Learning,andDeep Learningfundamentals (Computer Vision /Graph Neural Networks–advantage)

  • Experience leveraging AI agents and modern productivity tools in development workflows – advantage

  • Stronganalytical skills, a sense of ownership, and the ability to work collaboratively

  • Experience withcloud environmentsandbig data tools– advantage

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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