2 дня назад
Algorithm Researcher – Autonomous Driving (CTO Group)
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Algorithm Researcher – Autonomous Driving (CTO Group) (AI/autonomous driving): Researching and developing decision-making and planning algorithms that produce safe, efficient, and human-like driving behavior with an accent on mathematical modeling, optimization, probabilistic reasoning, and machine learning. Focus on modeling complex real-world scenarios, analyzing large-scale driving data, implementing production-ready C++ and Python code, and applying scientific literature to improve system robustness.
Location: Hybrid in Ramat Gan, Israel
Company
develops autonomous driving systems, with the CTO Group focused on decision-making and driving policies.
What you will do
- Research and develop algorithms for autonomous driving planning and decision-making.
- Model complex real-world driving scenarios as optimization, learning, or algorithmic problems.
- Apply mathematical modeling, classical algorithms, machine learning, and deep learning to improve driving policies.
- Analyze large-scale driving data to validate hypotheses and improve system robustness and performance.
- Design and implement high-quality, production-ready code in a research-driven environment.
- Evaluate scientific literature and apply state-of-the-art research in algorithms, AI, and machine learning.
Requirements
- 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.
- Strong programming skills in C++ and Python.
- Outstanding mathematical and analytical abilities.
- Ability to learn quickly from scientific literature and solve challenging research problems.
Nice to have
- PhD in a relevant quantitative or computer science field.
Culture & Benefits
- Work in a small, elite CTO Group alongside top researchers and developers.
- Collaborate closely with the CTO and world-class scientists.
- Influence the technical direction of autonomous driving systems.
- Work in a research-driven environment focused on difficult real-world problems.
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