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Senior Manager / Manager - Data Scientist

2.00 to 7.00 Years   Mumbai City   13 Jul, 2021
Job LocationMumbai City
EducationNot Mentioned
SalaryNot Disclosed
IndustryBanking / Financial Services
Functional AreaSales / BD
EmploymentTypeFull-time

Job Description

Roles and ResponsibilitiesJob Purpose Looking for exceptional Data Scientist with a proven track record of experience in Predictive analytics. Job Responsibilities

  • Scorecard Building and Modelling
    • Developing analytical models to assess risk profile of a customer / identifying cross-sell opportunities/fraud control for new and existing customers
    • Responsible for development and deployment of various scorecards / models for the credit risk / Retail asset products of the Bank within the specified timelines. Ensure the deployment also is line with Bank s strategies so as to gain maximum efficiencies.
    • Estimate probability of default arising out of the scorecards and monitor deviation from expected default rates.
    • Monitor portfolio and identify pockets of opportunity for business growth and risk alerts to control NPAs. Communicate these alerts to the respective owners and follow-up for closure
    • Formulating data cuts and strategies to assess credit risk for new and existing customers of the Bank. Give feedback to stakeholders to improve the usage of the models.
    • Develop novel approaches/algorithms in Risk modeling to constantly improve the operational efficacy of current models and its impact to stake holders
    • To adopt the latest trends wrt fintech companies by applying the best-in-class financial models, risk strategies.
    • To work on various aspects related to automation of scorecards in Analytics domain.
    • Explore data available within the Banks ecosystem but not used currently to meet the above stated business objectives
    Innovation
    • Thinking, evolving and making significant changes in the processes, techniques, methods so as to save time, energy and money
    • Any other assignments depending on the needs of the organization
    Educational Qualifications MCA/MTech/MSc Statistics or Economics/BTech/MBA or equivalent in Computer science/Statistics or related areas with strong inclination towards machine learning algorithms is preferred Key Skills
    • Excellent problem solving capabilities with strong fundamentals in computer science
    • Strong technical & analytical skills
    • Hands-on experience in data wrangling (ETL), feature engineering, building and deploying scalable machine learning algorithms
    • Strong written and verbal communication skills
    • Excellent knowledge of current trends in the field of machine learning/analytics field
    Experience Required
    • Experience of 2+ years in analytics/predictive modeling/machine learning
    • Experience of 2+ years in Python/R in building as well as deploying scalable analytics based models
    • Exposure to banking preferable
    ,

    Keyskills :
    financesalesltdmisaccountancycredit riskrisk modelingdata wranglingproblem solvingbusiness growthmachine learningequipment supplycommercial modelsverbal communicationwrtriskcutsretailcreditbanking

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