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We are looking to hire a Data Science Lead for our Product Algo360: Algo360 is an analytics-based alternate data product for financial institutions based on NLP and Machine learning. It evolves as market leader alternate data product for the lending organization which takes care of all their need for credit risk in retail loans.
Job Responsibility:
Create data products and solutions which help millions of Indians in getting their credit needs met
Lead the charter of all analytical research and development activities for the product
Work with clients to identify opportunities to build insights that help clients accurately make decisions
Be the custodian of validating, approving and disproving hypotheses and business cases around new and existing data products
Enhance the existing credit risk score
Work towards improving the fill rates of key variables/insights
Use innovative techniques to create proxy variables that aid decision making for clients
Significantly contribute towards ideation, execution, go to market for the product roadmap development
Create and Maintain testing and accuracy monitoring framework to continuously Identify and debug outliers and anomalies
Create and maintain Data Sandbox to enable research and data mining for statistical modeling
Build, maintain and improve ML models to improve overall accuracy
Build and maintain credit risk scores for different lending products like Personal Loan, Consumer Durable Loan, Short term Instant loan, etc
Build, own and maintain the calculations and algorithms for all the insights that are generated from Algo360
Build and maintain product analytics for clients that have gone live to inform proactive insights around product stability & accuracy
Requirements:
More than 5 years’ experience in working on data problems and 3+ years in credit risk modeling
Experience of team handling, and client management
Very high problem-solving skills
Strong mathematical, and modeling skills
Demonstrable experience of having created a huge impact on data analysis and statistical modeling
Proficient with Statistical modeling and understanding of association mining
Proficient and hands-on with R/Python/Ultrix
Working knowledge of query processing language and automation