Lead - Machine Learning - NBFC

Hiring for our client (NBFC) for the profile in Analytics/ Data Science/ Machine Learning for Pune location.

- CANDIDATES SHOULD BE FLEXIBLE FOR 6 DAYS WORKING

Duties and Responsibilities:

- Drive data backed decisioning for customer wrt products, processes, offer strategies, channelselection, timing etc. 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 usecases 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

Minimum Qualifications

- Strong experience building sparse data models: Neural Network / Deep Learning / Bayesian Networks / Monte Carlo Markov Chain / SVM / GBM / Lookalike models / Feature engineering

- Passionate about extracting value out of data by creating new variables, understanding base variable relationships

- experience in managing other team members in a formal or informal capacity

- experience doing quantitative analysis

- Experience initiating and driving projects to completion with minimal guidance

- Experience communicating the results of analysis