We are hiring Senior Model Developers for the Marketing Analytics function of a leading US-based bank.
Key Responsibilities
Develop and enhance statistical & machine learning models for customer acquisition, propensity, cross-sell, retention and campaign response.
Perform EDA, feature engineering, variable selection and predictive modelling on large customer and transactional datasets.
Apply regression, classification, tree-based algorithms and statistical techniques.
Conduct model performance evaluation, back-testing, monitoring and recalibration.
Prepare comprehensive Model Development Reports (MDRs) covering methodology, assumptions, variables, performance, limitations and implementation.
Manage end-to-end model development assignments independently.
Partner with Marketing and Business stakeholders to convert business problems into analytical solutions.
Present model results,
insights and recommendations to US-based stakeholders.