Manager - Analytics - BFSI

- Drive data-backed decisioning for customer with respect to products, processes, offer strategies, channel selection, timing etc.

- Deploy ML / Deep learning methodologies for solving problems

- Create and fill existing variables through model variable inference methodologies

- Create methodologies to utilize sparse data to predict known use cases for marketing and risk

- Establish relationships between customer data, events etc. to trigger marketing, risk use cases

- Create and manage complex inferred variables - like share of wallet, size of wallet, propensity to buy (when, where, how the), propensity to repay etc.

- Create solutions based on Geo data - negative area marking, household score

- Create solutions for managing marketing properties on the wallet, creating solutions to match marketing content to customers through various data tags

- Create metrics to evaluate performance of the solutions created, processes optimized

- Own execution and availability of solutions to teams for retrospective analysis, transaction recommendation/approval management, etc

- Analyze data extensively and communicate findings to senior management