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Full-time
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Posted 3 weeks, 3 days ago
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Job Description
**Vertical : Credit analytics and innovation**
**Job Purpose**
Looking for exceptional Data Scientist with a proven track record of experience in Predictive analytics.
**Job Responsibilities(JR) : 6 – 8 Areas**
**Actionable (4\-6\)**
· 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**
**Key Skills**
1\. 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
· 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 5\+ years in analytics/predictive modeling/machine learning
* Experience of 5\+ years in Python/R in building as well as deploying scalable analytics based models
* Exposure to banking preferable
**Major Stakeholders**
(intra team and cross functional stakeholders, who would need to be interacted with for discharging duties)
· Credit Policy
· Underwriting
· Process
· Fraud Control
· Product
· Credit Bureaus
· Third Party Analytics Service Providers
· IT
· Legal
· Information Security
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