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 for a 4x strategy game.
Role type
Senior IC data scientist (marketing analytics)
Builds
Predictive models for user payment likelihood and in-game event analysis
Domain
Mobile gaming (4x strategy) + Marketing analytics
Deliverable
production ML models
Required skills
predictive modeling, Python, scikit-learn, pandas, numpy, XGBoost, LightGBM, TensorFlow, Pytorch, large dataset management
Preferred skills
customer behavior analysis, stakeholder communication, game development passion
Technologies
Python, scikit-learn, pandas, numpy, XGBoost, LightGBM, TensorFlow, Pytorch
Responsibilities
Build and refine predictive models to forecast user payment likelihood; Explore and 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