Product Forecasting Analytics & Decision Science
Full time · Posted 3D AGO
Summary: Lead development and enhancement of analytical and behavioral modeling capabilities to power bank-wide forecasting of customer/account analytics, behavioral modeling, statistical forecasting, and model validation.
Key Skills:
- Advanced SQL and Python/R programming
- Statistical and econometric analysis
- Behavioral analytics, segmentation, regression, time series, predictive modeling
- Survival/cohort analysis
- Data visualization
- Strong business translation skills
Responsibilities:
- Design and implement segmentation methods and analytics to improve deposit forecasting for decay/runoff, attrition, migration, beta, and elasticity methodologies
- Develop behavioral and response models for consumer lending and card portfolios, including inputs for utilization, attrition/prepayment, and predictive analytics
- Diagnose underlying business performance drivers, statistically explain changes and trends
- Provide empirical assumptions and models for sensitivity, base, and stress scenario planning
- Integrate behavioral modeling with financial outcomes for business decision support
- Manipulate customer/account-level data, conduct feature engineering, data quality assurance, and build analytical datasets
- Lead modeling methodology, validation, back testing, and statistical diagnostics as part of model governance
- Collaborate with teams across Forecasting, Product, Data/Technology, Finance, Treasury, and Model Risk/Validation
Ideal Background:
- 7+ years in banking decision science, quantitative analytics, econometrics, data science, or advanced financial analytics
- Demonstrated track record in statistical modeling, forecasting, and business translation
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