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6 дней назад

Outstanding Graduate Algorithm Developer (Computer Vision)

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

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TL;DR
Outstanding Graduate Algorithm Developer (Computer Vision): Developing high-precision vehicle localization algorithms for autonomous driving using surround-camera systems and HD 3D maps with an accent on deep learning, mathematical optimization, computer vision, and 3D geometry. Focus on designing Transformers, GNN, and CNN models, solving object association and spatial reasoning challenges, and deploying robust localization systems at production scale.

Location: Ramat Gan, Israel; hybrid workplace

Company

hirify.global develops autonomous driving technology, including high-precision vehicle localization using surround-camera systems and HD 3D maps.

What you will do

  • Develop localization algorithms for autonomous driving using multi-camera surround-vision systems.
  • Design and implement deep learning models based on Transformers, Graph Neural Networks, and Convolutional Neural Networks.
  • Solve problems involving 3D geometry, scene understanding, object matching, and spatial reasoning.
  • Combine learning-based methods with classical optimization and geometric algorithms.
  • Own the full lifecycle from prototyping through deployment and production-scale operation.
  • Analyze real-world driving data and improve system robustness across diverse environmental and visibility conditions.

Requirements

  • B.Sc. in Computer Science, Software Engineering, or a related field from a leading university, with a proven record of excellence.
  • Strong programming skills in Python and C++.
  • Solid foundation in algorithms, data structures, mathematics, and computer vision or deep learning fundamentals.
  • Strong analytical skills and a high level of ownership.
  • Ability to work effectively in a collaborative environment.

Nice to have

  • M.Sc. with a research thesis.

Culture & Benefits

  • Hybrid work arrangement in Ramat Gan, Israel.
  • Collaborative work environment focused on innovative autonomous-driving solutions.

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