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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
- โขDevelop and improve computer vision models (detection, classification, tracking, segmentation).
- โขSelect algorithms and approaches for applied tasks, conduct experiments, and evaluate model quality.
- โขOptimize models and algorithms for efficient and fast operation on large data volumes in production.
- โขDesign and optimize inference pipelines, including real-time scenarios.
- โขDevelop ML services and work with microservice architecture (Python).
- โขAnalyze solution performance and identify bottlenecks - from models to infrastructure.
- โขWork with video streams and create high-load data processing systems.
- โขCollaborate with engineers and developers at all stages - from research to production.
Requirements
- โขHigher education in mathematics, computer science, or related technical disciplines.
- โขProficient knowledge of Python and experience in industrial development.
- โขPractical experience in Computer Vision or Machine Learning.
- โขUnderstanding of classical CV algorithms and modern ML approaches.
- โขKnowledge of key model quality metrics and validation methods.
- โขStrong algorithmic foundation (data structures, complexity assessment).
- โขSkills in writing clean, maintainable code and working with Git.
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