OZON

Data Scientist

6.0/10
OZON
Not specified
Remote
mid
about 20 hours ago
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AI quality score6.0 / 10

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Overview

OZON is looking for a Data Scientist to develop and enhance computer vision models and optimize algorithms for production environments.

Responsibilities

  • โ€ขDevelop and improve computer vision models (detection, classification, tracking, segmentation).
  • โ€ขSelect algorithms and approaches for applied tasks, conduct experiments, and evaluate model quality.
  • โ€ขOptimize models and algorithms for efficient and fast operation on large data volumes in production.
  • โ€ขDesign and optimize inference pipelines, including real-time scenarios.
  • โ€ขDevelop ML services and work with microservice architecture (Python).
  • โ€ขAnalyze solution performance and identify bottlenecks - from models to infrastructure.
  • โ€ขWork with video streams and create high-load data processing systems.
  • โ€ขCollaborate with engineers and developers at all stages - from research to production.

Requirements

  • โ€ขHigher education in mathematics, computer science, or related technical disciplines.
  • โ€ขProficient knowledge of Python and experience in industrial development.
  • โ€ขPractical experience in Computer Vision or Machine Learning.
  • โ€ขUnderstanding of classical CV algorithms and modern ML approaches.
  • โ€ขKnowledge of key model quality metrics and validation methods.
  • โ€ขStrong algorithmic foundation (data structures, complexity assessment).
  • โ€ขSkills in writing clean, maintainable code and working with Git.
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