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Overview
Join 2ГИС as a Data Scientist to develop recommendation systems and monitoring tools. Ideal candidates have 2+ years in recommendation systems and 3+ years in ML tasks.
Responsibilities
- •Writing services for the recommendation systems team;
- •Developing monitoring systems for the quality of recommendation systems;
- •Setting up monitoring and alerting for data quality;
- •Writing unit tests (pytest), tests for various parts of the ML pipeline, participating in code reviews.
Requirements
- •2+ years of experience with recommendation systems;
- •Full cycle experience in solving ML tasks: from analytics to model deployment (3+ years);
- •Excellent knowledge of Python, SQL, classical ML stack and relevant libraries;
- •Proficiency in one of the DL frameworks (torch/tensorflow/keras);
- •Deep understanding of recommendation systems: approaches, typical problems, metrics, A/B testing;
- •Experience in writing unit tests, developing architecture, and code review;
- •Experience with development tools and CI/CD — Git, Jenkins, GitLab, Jira.
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