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Senior Data Scientist (Machine Learning) - Business Intelligence & Ads Monetization

easybrain • Cyprus
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AI Summary

Join easybrain’s Business Intelligence team as a Senior Data Scientist to develop end-to-end ML systems for ads monetization, LTV prediction, and game personalization. You’ll research, deploy, and iterate on models in production, optimizing user acquisition and in-game experiences. Requires deep expertise in predictive modeling, Python, and production ML deployment with statistical and ML fundamentals.

Key Highlights
End-to-end ownership of ML systems from problem framing to production deployment and post-launch iteration
Focus on ads monetization optimization (floor pricing, ad load balancing) and reinforcement learning research
Collaborative A/B testing and validation with analytical teams to improve business metrics like LTV
Key Responsibilities
Research and develop ads monetization optimization models (floor pricing, ad load balancing) using heuristics, ML, and reinforcement learning
Predict LTV and key user metrics using large-scale behavioral data, improving forecast accuracy through advanced modeling and feature engineering
Build in-game personalization systems for difficulty and content management, deploying models end-to-end
Validate models via A/B testing in collaboration with analytical teams and ensure production deployment
Technical Skills Required
Python Machine Learning Predictive Modeling
Benefits & Perks
High-end market salary with performance bonuses
Full relocation support to countries where offices are located
Private medical coverage, sports reimbursement, and paid vacations
Nice to Have
Experience in reinforcement learning
Background in recommender systems
Experience in ad tech or mobile games

Job Description


Easybrain is looking for a Data Scientist to join our Business Intelligence team. Our ML models run in production, powering LTV prediction and user acquisition optimization across a portfolio of games with billions of installs. Your focus will be on building new ML systems for ads monetization and game personalization from the ground up.

This is a hands-on, end-to-end role focused on improving business metrics. You will own your models from problem framing through research, production deployment, validation, and post-launch iteration.

Responsibilities:

  • Researching and developing ads monetization optimization (floor pricing, ad load balancing) - an open research problem: from studying the underlying dynamics and simple heuristics to ML models and potentially RL;
  • Predicting LTV and other key user metrics using large-scale behavioral data: improving forecast accuracy through new modeling approaches, data signals, and features;
  • Building in-game personalization systems: difficulty and content management;
  • Validating models through A/B tests in collaboration with the analytical team and bringing them to production


Tech stack: Python - you’re free to choose whatever ML tools fit the task best (PyTorch and LightGBM are in production today); ClickHouse, PostgreSQL, Airflow, MLflow, Docker.

Requirements:

  • Experience in predictive modelling and deploying ML models to production: framing an open problem, exploring the data, building baselines, and iterating towards an ML solution;
  • Strong knowledge of Python and hands-on experience with the modern ML stack;
  • Profound understanding of statistics and machine learning;
  • Experience in reinforcement learning, recommender systems, ad tech, or mobile games is a plus;
  • B2+ level of English;
  • Fluent Russian is required


Benefits:

Besides the engaging tasks, support from experienced colleagues, challenge, and drive, we offer:

  • Full support in relocating to countries where our offices are located;
  • High-end market salary with performance bonuses;
  • All needed equipment;
  • Regular company events and monthly Friday meetings;
  • Social benefits (private medical cover, sports reimbursement, etc.);
  • Paid vacations, sick days;
  • English, Greek, and Polish online language classes;
  • Reimbursement for education and professional development

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