Senior Manager driving product analytics at Mistplay, the mobile gaming loyalty app. Leading teams to enhance analytics and experimentation in mobile gaming strategies.
About the role
- Data Scientist for HBO Max developing machine learning models and analyzing data to inform business strategies. Collaborating with multiple teams to enhance forecasting accuracy.
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
- Create dashboard/report to share forecast with internal/external stakeholders and leadership
- Present analysis to business partners and senior leadership and make recommendations
Requirements
- BA/BS in statistics, mathematics, economics, industrial engineering, or other quantitative discipline is required
- Masters/PhD is a plus
- 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
- Ability to deliver on multiple projects and meet tight deadlines
Benefits
- health insurance coverage
- an employee wellness program
- life and disability insurance
- a retirement savings plan
- paid holidays and sick time
- vacation
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