Data Scientist / ML Engineer
8.0/10
$2,500 – $4,000 USD64.5% below market
Remote
mid
about 1 hour ago
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Overview
Join SCOPE.GG as a Data Scientist / ML Engineer to analyze CS2 gaming data and develop ML models that enhance player experience for thousands of users. SCOPE.GG is an analytical platform for CS2 players.
Responsibilities
- •Analyze large arrays of CS2 gaming data and find patterns in player behavior;
- •Build distributions, conduct statistical analysis, and formulate conclusions based on data;
- •Develop, train, and validate ML models for gaming scenarios;
- •Translate gaming mechanics, strategies, and situations into measurable features and metrics;
- •Test hypotheses and implement new metrics that help players better understand their game;
- •Participate in the development of analytical and ML tools for the product.
Conditions
- •Remote work;
- •$2500-4000 salary;
- •Flexible schedule;
- •Work on a product for a large community of CS2 players;
- •Small team without excessive bureaucracy;
- •Complex data, research tasks, and the opportunity to influence the product;
- •Strong team united by a love for games and technology.
Requirements
- •2–3+ years of experience as a Data Scientist / ML Engineer;
- •Good understanding of CS2: game mechanics, roles, economy, and strategies;
- •Experience in statistical data analysis and machine learning;
- •Ability to choose the appropriate model for the task and justify your choice;
- •Independence in setting and solving analytical tasks;
- •Interest in CS2 and a desire to deeply explore the game through data.
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