BriefCase
BriefCase

Lead - Data Science & Engineering/senior Lead - Data Science & Engineering Job in Bajaj Finserv

Lead - Data Science & Engineering/senior Lead - Data Science & Engineering

Bajaj Finserv 4+ weeks ago
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Job Summary Drive data backed decisioning for customer wrt products, processes, offer strategies, channel selection, timing etc. Deploy ML / Deep learning methodologies for feature engineering 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 information, events etc. to trigger marketing, risk use cases Examples of use cases to create capabilities for: Create and manage complex inferred variables - like share of wallet, size of wallet, propensity to buy (when, where, how), propensity to repay etc. Create solutions based on Geo data - negative area marking, household score Create solutions for managing marketing properties on wallet, creating solutions to match marketing content to customers through various tags Create metrics to evaluate performance of the solutions created, enhance capabilities to better performance metrics Own execution and availability of solutions to teams for retrospective analysis, transaction recommendation / approval management
Skills Required :
6+ years of experience building sparse data models: Neural Network / Deep Learning / Bayesian Networks / Monte Carlo Markov Chain / SVM / GBM / Lookalike models / Feature engineeringPassionate about extracting value o
Experience Required :

6 to 8 Years

Vacancy :

2 - 4 Hires

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