data scientist
генерация резюме под вакансию
сопроводительное письмо
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.
навыки
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