Warner Bros. Discovery is looking to improve its subscription projection and forecast models for HBO Max by leveraging data science to inform partners and leadership.
Requirements
1+ years of experience building data science/statistical models (Multivariate regression, Time Series Model, XGBoost, causal inference etc.)
Expertise in SQL, Python
Experience in customizing optimization algorithms
Responsibilities
Design, build, improve machine learning forecast models. Work end to end from data collection, feature generation and selection, model building, forecasting
Study and fully understand HBO Max data sources and extract most useful data for modeling
Write efficient, correct queries to pull data for KPIs and metrics
Monitor model outputs and validate model accuracy, propose ideas to enhance models
Apply causal model to show cause-effect relationship between KPIs and factors affecting those
Perform research to acquire best in class data science techniques and best practices to improve forecasting models
Capture business requirements for data science solutions and communicate data science output and recommendations to inform business strategies
Other
BA/BS in statistics, mathematics, economics, industrial engineering, or other quantitative discipline is required.
Masters/PhD is a plus
Ability to deliver on multiple projects and meet tight deadlines
Present analysis to business partners and senior leadership and make recommendations
Pay Range: $91,000.00 - $169,000.00 salary per year.
