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Senior Algorithm Researcher
В офисеПолная занятостьAI & Machine LearningAutomotiveAutonomous Vehicles
Join a research-driven autonomous driving team developing planning and decision-making systems. The role combines mathematical modeling, optimization, classical algorithms, machine learning, and analysis of real-world driving data.
Обязанности
- Research and develop algorithms for autonomous driving planning and decision-making.
- Model complex 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 production-ready code in a research-focused environment.
- Evaluate and build on scientific literature in algorithms, artificial intelligence, and machine learning.
Требования
- At least 5 years of experience in algorithm development, machine learning, or AI research.
- Master’s degree 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 evaluate and apply scientific literature in algorithms, artificial intelligence, and machine learning.
- Passion for solving complex research problems and learning quickly.
Будет плюсом
- PhD in computer science, computer engineering, mathematics, physics, or a related quantitative field.