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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