Deep Learning Algorithm Engineer - REM Semantics
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Summary
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
