Ramat Gan
Full time
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. This process involves running advanced algorithmic code in a massively parallel way, utilizing Big Data technologies, and as such is a complex system that requires a deep understanding of our map creation process as well as advanced technical abilities.
What will your job look like:
- Develop and optimize computer vision and deep learning algorithms to accelerate data generation and labeling workflows for autonomous driving
- Apply both classical computer vision techniques and modern deep learning methods to solve large-scale data challenges
- Collaborate closely with development and annotation teams to enhance automation and ensure high-quality data
- Own the entire lifecycle from prototyping to scalable deployment within internal pipelines and tools
- Develop tools to evaluate and analyze algorithm performance, robustness, and operational efficiency
All you need is:
- B.Sc. or M.Sc. in Computer Science, Electrical Engineering, or a related field, with strong academic performance
- Solid foundation in algorithms, data structures, and computer vision/deep learning fundamentals
- Practical experience developing computer vision or machine learning solutions using Python and frameworks such as PyTorch or TensorFlow – must
- Strong analytical skills, a sense of ownership, and the ability to work collaboratively
