Инженер машинного обучения в команду ML Планера

Navio • Russian: C1 • C++ • Python • SQL • 15 days ago
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Salary
≈ $18k – $52k per year (Estimated)
Location
Remote/Hybrid (Moscow, Russia)
Employment
Full-Time
Overview
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Navio

Navio is an autonomous driving technology company based in Moscow, Russia, and was founded in 2021. The firm develops software and hardware platforms for self-driving heavy-duty trucks and urban shuttles, as well as the PlayAuto integrated infotainment system for connected vehicles. It operates within the Russian logistics and transportation sectors, testing autonomous systems on federal highways and collaborating with commercial partners to implement driverless freight solutions.
navio.auto • HQ: Moscow, Russia • Transportation & Logistics • Artificial Intelligence • Autonomous Driving • Est. 2021

О команде:

Планирование движения автономного автомобиля и предсказание движения всех участников вокруг него - это сложная и крайне важная задача, учитывающая множество факторов. Качественно планируя и предугадывая будущее такой автомобиль сможет обеспечить комфорт пассажиров и избежать потенциальных коллизий.

Чем предстоит заниматься:

  • Разработка и развитие масштабируемой инфраструктуры для подготовки и доставки данных в пайплайны обучения;
  • Разработка и поддержка пайплайнов обучения, тестирования и оценки ML-моделей;
  • Оптимизация процессов обучения моделей и проведения ML-экспериментов.

Что мы ждем от кандидата:

  • Опыт разработки инфраструктуры для обучения или эксплуатации ML-моделей в production;
  • Хорошее понимание процесса обучения моделей машинного обучения и базовых принципов работы нейронных сетей;
  • Опыт в разработке и/или поддержке систем хранения и обработки данных в больших масштабах;
  • Знание классических алгоритмов и структур данных;
  • Уверенное владение Python и умение писать поддерживаемый, опыт работы с PyTorch, Polars, SQL, Docker, ClearML, Git, Ray, CI/CD.

Будет плюсом:

  • Опыт разработки на C++;
  • Опыт работы с ROS;
  • Опыт работы в распределёнными системами.
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