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data scientist

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в среднем 356 058 ₽
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описание

X-FLOW is a mobile game development company established in 2018, known for creating Happy Color, a leading digital coloring book and ad-driven mobile app, with a diverse team spread across the UK, Cyprus, the Netherlands, and other global regions.

задачи

  • Lead Data Science initiatives focused on advertising monetization, maximizing revenue while maintaining a great user experience;
  • Develop ML models for ad targeting, ranking, pricing, revenue prediction, and monetization optimization;
  • Improve recommendation and personalization systems to increase user engagement, retention, and lifetime value;
  • Analyze user behavior and advertising performance to identify growth opportunities and drive product decisions;
  • Design, analyze, and interpret A/B tests and other experiments;
  • Collaborate closely with Product Managers, Engineers, and Analysts to define roadmap and prioritize high-impact initiatives;
  • Mentor Data Scientists through technical guidance, code reviews, and best practices;
  • Drive the adoption of scalable ML solutions and ensure high standards for experimentation and model quality;
  • Present insights and technical solutions clearly to both technical and non-technical stakeholders.

требования

  • 5+ Years of experience in Data Science, preferably in consumer mobile products;
  • Proven experience with advertising monetization, revenue optimization, or advertising analytics;
  • Strong experience building recommendation, personalization, or ranking systems;
  • Advanced proficiency in Python and SQL;
  • Hands-on experience with machine learning models, including classification, regression, ranking, forecasting, and predictive modeling;
  • Strong understanding of experimentation methodology and applied statistics;
  • Experience working with large-scale behavioral datasets;
  • Experience leading or mentoring Data Scientists and driving technical initiatives;
  • Ability to translate business goals into ML solutions with measurable impact;
  • Native Russian language;
  • Nice to have: experience with mobile advertising ecosystems (AdMob, AppLovin, Unity Ads, ironSource, etc.), experience with recommendation systems based on embeddings, collaborative filtering, or learning-to-rank, experience deploying ML models into production, experience with LLMs or GenAI applications, experience with MLOps and cloud platforms (AWS, GCP, Azure).

условия

  • Competitive salary and benefits package;
  • Opportunity to work on high-scale mobile products with millions of users;
  • Direct impact on monetization strategy and core product algorithms;
  • High level of ownership and autonomy;
  • Opportunity to shape the Data Science direction and mentor a growing team;
  • Opportunity to work with a talented and passionate team in a creative and dynamic environment;
  • Flexible working hours;
  • Career growth and professional development opportunities;
  • A fun and inclusive company culture that celebrates diversity and creativity.

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