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Job Description:

Job Description for Data Scientist (relevant experience 1-3 years)

- The finance industry has ignored billions of deserving individuals We are a mission driven team of finance, analytics and technology professionals, started a venture to include underserved people financially

The values that we look for in Candidates are

- Passion for analytics The Data Scientist should be able to build cutting edge credit/fraud default models risk analytics in a big data environment

- Process oriented The Data Scientist should help in building a process that maximizes operating efficiency while maintaining risk across multiple lending cycles There needs to be an obsession with collecting and analyzing data to drive business iterations and improvements

- Hands-on & willingness to go above and beyond For start-ups the responsibilities and needs of the business change quickly Were looking for someone who is not afraid to take on calculated risks and can deal with ambiguity

Job responsibilities

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

- 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

- Experience in big data platform technologies python, spark, R, sql

- 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

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