Deep Learning Algorithm Engineer | Learned-Policy Group
- Location
- Ramat Gan, Israel
- Workplace
- Hybrid
About this role
Build the intelligence behind the next driving decision.
We’re developing learning-based driving policies for complex, real-world
scenarios. We’re looking for an engineer who can turn model ideas into reliable
algorithms that run as part of Mobileye’s driving systems.
You’ll work across model development, training, evaluation, and integration.
You’ll analyze model behavior, improve the data and training process, and work
with other teams to validate performance in simulation and on real vehicles.
This is a high-impact role with direct influence on a core part of Mobileye’s
driving technology and its future products.
- Develop and improve deep learning models for planning, decision making, and
driving behavior. - Work across the full development cycle, from research papers and
prototyping models to building data and evaluation tools, debugging
infrastructure, and supporting deployment. - Design training and evaluation workflows, including metrics for safety,
progress, comfort, interaction quality, and robustness. - Analyze model behavior and failure modes, run experiments, and use the results
to improve models and data. - Collaborate with control, simulation, data, and other algorithm
teams to integrate and validate new capabilities.
- B.Sc. or higher degree in Computer Science, Electrical Engineering, or a
related field. - 3+ years of hands-on industry experience developing and training deep
learning models. - Experience across several stages of the model lifecycle, such as
research, model development, data pipelines, evaluation, tooling,
integration, and deployment. - A solid foundation in machine learning, algorithms, and data structures.
- Experience in autonomous driving, robotics, motion planning, prediction,
simulation, or control- an advantage - Familiarity with relevant deep learning fields such as computer vision,
generative modeling, reinforcement learning, or multimodal learning- an 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!
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