Job Description

Please note: this role is for our partner company, a game studio developing slot and casino games with a strong focus on data-driven growth and AI-powered engagement solutions.

The Mission

Architect the “brain” of an AI Retention Engine that moves beyond static reporting into production-grade models predicting player behavior (Churn, LTV) and automating content personalization. Your work will directly impact revenue and player engagement.

Responsibilities
  • Build and calibrate XGBoost / LightGBM models to predict churn days in advance
  • Expand the stack toward LTV forecasting (regression) and game recommendations (collaborative filtering)
  • Transform raw logs and transactions into meaningful behavioral signals
  • Implement SHAP values to provide transparent, business-friendly insights
  • Deliver “white-box” intelligence rather than black-box models
  • Apply unsupervised learning (K-Means, DBSCAN) to unc...

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