Experienced Deep Learning Algorithm Developer - Perception Solutions

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:

• [link removed]. 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!