Jerusalem
Full time
The CTO Group is a small, elite team focused on the decision-making module of Mobileye's autonomous driving system. Our mission is to solve some of the hardest problems in autonomous driving by combining the full spectrum of modern computer science - from rigorous mathematical modeling, optimization, and algorithm design to deep learning. The team develops the driving policies that translate system-wide inputs into safe, efficient, and human-like driving behavior. Our work spans classical algorithms, optimization under constraints, probabilistic reasoning, reinforcement & supervised learning, all grounded in real-world driving data. The group is comprised of top researchers and developers and is led by world-class scientists, offering a unique opportunity to work closely with the CTO, shape the future of autonomous driving, and influence the company's technical direction.
What will your job look like:
- Research and develop innovative algorithms for autonomous driving planning and decision-making.
- Model complex real-world driving scenarios and formulate them as optimization, learning, or algorithmic problems.
- Apply a broad range of techniques - from mathematical modeling and classical algorithms to machine learning and deep learning - to improve driving policies.
- Analyze large-scale driving data to gain insights, validate hypotheses, and improve system robustness and performance.
- Design and implement high-quality production-ready code in a research-driven environment.
- Read, evaluate, and build upon state-of-the-art scientific literature in algorithms, AI, and machine learning.
All you need is:
- 5+ years of experience in algorithm development, machine learning, or AI research.
- Outstanding MSc in Computer Science, Computer Engineering, Mathematics, Physics, or a related quantitative field.
- PhD - an advantage.
- Strong programming skills in C++ and Python.
- Outstanding mathematical and analytical abilities.
- Passion for solving challenging research problems and the ability to quickly learn from scientific literature.
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!
