AM/Manager - Modelling - BFSI

Job Description:

- Develop Models for client as per the agreed upon schedule

- Document modeling requirements based on discussions and information provided by client modeling lead/business users

- Develop models based on the model requirements definition, per the agreed upon schedule with client

- Improve existing models, per the agreed upon schedule with client

- Provide model documentation (model delivery document) with model delivery

- Assist in implementation support based on schedule agreed with client.

Role Requirement:

- Individual Contributor role for developing new and enhancing existing risk scorecards (application, behavior, collections/recovery etc.) or Marketing Analytics modeling (customers targeting)

- Exposure in Online / Digital analytics & Text Mining

- Should have built 2-3 risk/marketing models end to end

- Experience on Segmentation, Decision Trees

Industry experience

- Banking, Credit Cards, Marketing Analytics, Credit Risk Modeling

- Banking domain is a must

- Experience on working with Machine Learning techniques (Support Vector Machines, Genetic Algorithms, Random Forests, K-Nearest Neighbor algorithm, Principal Component analysis etc.)

- Minimum 3 years of experience in building models (data cleaning, dependent variable selection, independent variable study and understanding, variable reduction, bivariate analysis, variables grouping, logistic/linear model build, model validation, KS/Lift study/PSI etc.)

Education / Tool experience

- Master's degree in Statistics, Economics, Engineering, Finance, Mathematics, or a related quantitative field from tier 1 colleges

- Sound Knowledge of SAS, SQL and other analytical tools (R, SPSS)

- Proficiency in MS Excel