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Posted 2mo ago

Deep Learning Algorithm Developer - Perception Solutions

@ Mobileye
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Ramat Gan, Tel Aviv District, Israel
HybridFull Time
Responsibilities:developing models, training models, optimizing performance
Requirements Summary:MSc in CS/EE/SE,3+ years end-to-end deep learning experience,proficient in Python and C++,experience with training/optimization;Transformer experience advantageous.
Technical Tools Mentioned:Python, C++
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Job Description

Join Mobileye’s Perception Solutions team, working on significant computer vision challenges and solving them with cutting-edge neural networks combined with heuristic solutions.

In this role, you will join at the beginning of an end-to-end development cycle, leveraging advanced approaches to enable direct vision modeling beyond traditional image-processing pipelines and help advance the next generation of autonomous driving technology. 



Join Mobileye’s Perception Solutions team, working on significant computer vision challenges and solving them with cutting-edge neural networks combined with heuristic solutions.

In this role, you will join at the beginning of an end-to-end development cycle, leveraging advanced approaches to enable direct vision modeling beyond traditional image-processing pipelines and help advance the next generation of autonomous driving technology. 



Join Mobileye’s Perception Solutions team, working on significant computer vision challenges and solving them with cutting-edge neural networks combined with heuristic solutions.
In this role, you will join at the beginning of an end-to-end development cycle, leveraging advanced approaches to enable direct vision modeling beyond traditional image-processing pipelines and help advance the next generation of autonomous driving technology. 


What will your job look like:
  • Contribute to building a new deep learning project from scratch, with real impact on production systems.
  • Work on end-to-end model development, including problem formulation, data understanding, model design, training, evaluation, optimization, and deployment.
  • Develop and train state-of-the-art deep learning models for computer vision tasks.
  • Explore and define the best technical approach in an open, research-driven environment, where solutions are not predefined.
  • Tackle real-world challenges where model performance is critical and directly impacts product capabilities.                                  


    • All you need is:
    • M.Sc. in Computer Science, Electrical Engineering, or Software Engineering (Ph.D. is an advantage).
    • 3+ years of hands-on experience in end-to-end deep learning model development and training.
    • Strong programming skills in Python and C++.
    • Experience working with Transformer-based models- advantage.
    • Strong understanding of model behavior, training dynamics, and performance optimization.
    • Ability to tackle complex challenges with strong problem-solving skills and a deep-dive approach.


    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!