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2 дня назад

Algorithm Researcher – Autonomous Driving (CTO Group)

Формат работы
hybrid
Тип работы
fulltime
Грейд
senior
Английский
b2
Страна
Israel
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

Текст:
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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

hirify.global 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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