Easybrain develops a portfolio of games with billions of installs. Its production ML models power LTV prediction and user acquisition optimization.
data scientist for ads monetization and game personalization
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описание
задачи
- Research and develop ad monetization optimization, from studying underlying dynamics and simple heuristics to ML models and potentially reinforcement learning
- Predict LTV and other key user metrics using large-scale behavioral data, improving forecast accuracy through new modeling approaches, data signals, and features
- Build in-game personalization systems for difficulty and content management
- Validate models through A/B tests with the analytical team and bring them to production
- Own models end to end, from problem framing and research through production deployment, validation, and post-launch iteration
требования
- Experience in predictive modeling and deploying ML models to production, including framing open problems, exploring data, building baselines, and iterating toward an ML solution
- Strong knowledge of Python and hands-on experience with the modern ML stack
- Profound understanding of statistics and machine learning
- B2+ level of English
- Fluent Russian
- Будет плюсом: experience in reinforcement learning, recommender systems, ad tech, or mobile games
условия
- Full relocation support to countries where the company has offices
- High-end market salary with performance bonuses
- All necessary equipment
- Regular company events and monthly Friday meetings
- Social benefits, including private medical cover and sports reimbursement
- Paid vacations and sick days
навыки
Easybrain — разработчик и издатель мобильных puzzle- и logic-игр, известных Sudoku.com, Nonogram.com, Blockudoku, Jigsaw Puzzles и другими продуктами.
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