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Data Scientist, Data Science

5.00 to 7.00 Years   Chennai   22 Sep, 2022
PROASSERT CONSULTANCY SERVICES (INDIA) PRIVATE LIMITED
Job LocationChennai
EducationNot Mentioned
SalaryNot Disclosed
IndustryIT - Software
Functional AreaApplication Programming / MaintenanceDBA / Datawarehousing
EmploymentTypeFull-time

Job Description

    • 5-7 years of proven experience in data science
    • Knowledge of the finance industry, with specific experience in credit risk analytics and developing risk scorecards for mortgage and home loan products
    • Experience in consumer lending leveraging bureau / alternative data with specific experience in developing application scorecards, behavioral scorecards, collections / recovery scorecards, loss forecasting, Expected Credit Loss framework, cross sell / up sell models, foreclosure / retention scorecards
    Algorithm Experience
    • Predictive modelling (linear regression, logistic regression)
    • Classification (decision trees)
    • Time-series forecasting
    • Association modelling/rules
    • Cluster Analysis, Principal Component Analysis
    • Random forest modelling
    • ANOVA, t-test, z-test, F-test, chi square test
    • Ensemble Methods
    • Neural networks
    • Natural Language Processing
    • Hands on experience in Big data technologies & analytics will be preferred
    • Knowledge of data warehousing, ETL tools and business intelligence concepts will be preferred
    Experience with BI Reporting Tools in enterprise environment is a good to have

Keyskills :
pythontableaudata visualizationsql

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