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2 часа назад

Computer Vision Engineer (AI)

Тип работы
fulltime
Грейд
senior
Английский
b2
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
Computer Vision Engineer (AI) (2D/3D Computer Vision and Machine Learning): Developing vision algorithms that transform imagery and multi-sensor data into accurate interpretations of real-world environments with an accent on reconstruction, localization, depth, registration, detection, segmentation, and tracking. Focus on benchmarking and refining models on imperfect real-world data, validating robustness with mapping experts, and turning prototypes into production-grade systems.

Company

Builds systems that interpret above-ground environments from imagery and multi-sensor data for mapping outputs.

What you will do

  • Own computer vision algorithm development from problem framing with real data through model design, iteration, and production accuracy validation.
  • Develop algorithms for scene understanding using imagery and multi-sensor data.
  • Solve 2D-to-3D problems including geometric reasoning, reconstruction, localization, depth, and registration.
  • Prototype, benchmark, and refine models against proprietary data and accuracy requirements.
  • Collaborate with Mapping and Engineering experts to validate real-world robustness.
  • Work with the Software team to convert prototypes into production-grade systems.

Requirements

  • 4+ years of industry experience developing computer vision and machine learning algorithms; academic research experience is additional.
  • Hands-on experience with 2D-to-3D problems such as navigation, mapping, 3D reconstruction, photogrammetry, localization, or depth estimation.
  • Practical experience with computer vision tasks including detection, segmentation, tracking, or registration on imperfect real-world data.
  • Strong understanding of modern deep learning architectures, including transformer-based and multimodal models.
  • Strong proficiency in Python, NumPy, SciPy, OpenCV, and PyTorch.
  • B.Sc. in Electrical Engineering, Computer Engineering, Computer Science, or a related field.

Nice to have

  • M.Sc. or Ph.D. in a relevant field.
  • Experience combining text and imagery, such as in document analysis.
  • Experience with point-cloud analysis, LiDAR, aerial imagery, orthophotos, satellite imagery, or geolocation.
  • Familiarity with cloud development environments, particularly AWS.

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