Senior Data Scientist (Marketing)
Core
Build predictive models to forecast user payment behavior (Day30) based on early in-game activity data to optimize marketing strategies.
Role type
Senior IC data scientist (marketing analytics)
Builds
Predictive models for user payment likelihood and customer behavior forecasting
Domain
Gaming industry, 4x strategy genre
Deliverable
production ML models
Required skills
predictive modeling, customer behavior analysis, Python, scikit-learn, pandas, numpy, XGBoost, LightGBM, TensorFlow, Pytorch, large dataset management
Preferred skills
game development passion, translating complex analytics to stakeholder insights
Technologies
Python, scikit-learn, pandas, numpy, XGBoost, LightGBM, TensorFlow, Pytorch
Responsibilities
Build and refine predictive models for user payment likelihood, process large volumes of in-game event data, collaborate with marketing team on user acquisition decisions, manage large datasets for timely insights
Seniority
Senior, hands-on IC