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  • 1 - 3 Years
  • Posted : above 1 month

Job Description:

Key Responsibilities

Responsibilities include building the business ground up

- Identifying different sources of data and building a roadmap for data collection

- Big Data Exp

- Develop innovative credit / fraud default models using telecom and mobile wallet transaction data

- Establishing credit/fraud strategies for multiple geographies leveraging CART

- Building reports for model monitoring

Required Qualifications & Skills

- Good analytical thought process and aptitude for problem solving

- Hands on experience in data extraction using SQL

- Hands on experience in data cleaning, feature creation and building models using R/Python

- Previous exposure to below algorithms (preferably multiple)

Logistic Regression

Random forest

XGBOOST

Markov Chain

PSI/CSI for model monitoring

Strategy performance tracking and swap in / swap out analysis

- Strong entrepreneurial drive

Good to have

- Previous hands on in risk (credit or fraud) strategy development and deployment

- Previous experience in PD model development/validation,

- Experience in CSI/PSI model monitoring process

- Experience in model deployments

- experience in working with credit card firm

- Hands on experience in working with Telecom data

Profile Summary:

Employment Type : Full Time
Salary : Not Mentioned
Deadline : 30th May 2020

Key Skills:

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