Connexions | Jobs | Head of Data Science | BigDataKB.com | 02-04-22

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    Job Location: Gurgaon/Gurugram

    Role: Head of Data Science

    Job Location: Gurgaon

    Job Objective: This role will lead a team of data scientists (7/8 members) which is responsible for development, monitoring and driving continuous enhancements to create best in Class models/algorithms to assess risk, churn and uptake across the customer life cycle

    Job Responsibilities
    Own the end-to-end delivery of models/algorithms across customer life cycle; Develop innovative credit / churn / usage models using mobile wallet transaction data, GSM/CDR and customer bureau data etc
    Define a roadmap for data collection across telcos, credit bureaus, merchant partners & other 3rd party data sources; deliver on prioritized initiatives to continuously refine models
    Partner with the Data Engineering team to define the required data pipelines to build and enhance the feature bank (foundational capability) to build/deploy the various ML algorithms both for batch and real time use caseCollaborate with credit policy/portfolio mgmt. team to drive P&L outcomes.
    Building reports for model monitoring and drive enhancements

    Desired Candidate Profile:

    Work Experience: 7-10 years of relevant experience

    Core Skills

    Solid expertise in end-to-end risk model lifecycle management (develop, deploy, monitor)
    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
    Hands on experience in data extraction using SQL/Pyspark SQL; data cleaning, feature creation and building models using PySpark/Python on Spark; Scale will be a plus
    Experience leading a data science team with functional ownership/responsibilities
    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:

    Good business understanding of the fintech/consumer finance space
    Experience in working with credit card / personal lending space, esp fintech
    Hands on experience in working with Telecom data

    Qualification: B.Tech.

    Compensation: Not a constraint for the right candidate

    Apply Here

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