What You'll Do
Analyze & Uncover Insights
- Conduct deep-dive analyses on retention, repeat rate, churn, cohorts, LTV, and lifecycle KPIs
- Analyze customer behavior across the funnel (first purchase to repeat to loyal customer)
- Perform exploratory data analysis (EDA) to answer ad-hoc retention and lifecycle questions
- Identify drivers of churn and loyalty, delivering root-cause analysis with actionable recommendations
Model & Predict
- Build and maintain cohort-based and predictive models (churn prediction, LTV forecasting)
- Design and analyze A/B tests and lifecycle experiments (email, SMS, loyalty, offers, timing)
- Support incrementality measurement for retention initiatives and CRM campaigns
- Apply regression and time-series models to forecast retention and repeat revenue trends
Automate & Scale
- Create Python/SQL scripts to automate recurring retention and coho...