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R&D

Deep Learning Algorithm Engineer - REM Semantics

location icon

Jerusalem

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Full time

location icon

Jerusalem

commitment icon

Full time

About us:

Mobileye is a global leader in Physical AI, developing computer vision, software, and hardware to power autonomous driving solutions and humanoid robots. Our mission is to bring autonomy into the real world by building intelligent technologies that are designed to expand accessibility and enhance everyday life, from advanced driver assistance systems (ADAS) and autonomous driving to robotics and humanoids.
Built on decades of automotive innovation and industrial-scale AI expertise, Mobileye technologies power more than 230 million vehicles worldwide. With teams around the world, we continue to innovate at the forefront of autonomous systems, advancing the next generation of Physical AI for the real world.

About the team:

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!

Save lives

The value of life above all other considerations.

Evolution as revolution

Creating the autonomous future, leap by leap.

Now. Next. Future.

Pioneering the future without losing sight of today and tomorrow.

Care

We enable accessible mobility. We protect the environment.

Geek Proud

Our technology & problem-solving tackles the toughest challenges facing the industry.

Live the Dream.
Stay Humble.

We are coding a new reality. We are also understated, and work as a team.

Outside the
Bounding Box

Solutions often seem unlikely or impossible. Until they aren’t.

Never Too Small

Each person’s individual contribution can make an outsized impact.

Save lives

The value of life above all other considerations.

Evolution as revolution

Creating the autonomous future, leap by leap.

Care

We enable accessible mobility. We protect the environment.

Now. Next. Future.

Pioneering the future without losing sight of today and tomorrow.

Live the Dream.
Stay Humble.

We are coding a new reality. We are also understated, and work as a team.

Geek Proud

Our technology & problem-solving tackles the toughest challenges facing the industry.

Outside the
Bounding Box

Solutions often seem unlikely or impossible. Until they aren’t.

Never Too Small

Each person’s individual contribution can make an outsized impact.

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