Profile Modelling and Analytics Specialist
Designation : Senior Modelling Specialist
Vertical : Analytics
Reporting to : Senior Manager Data Analytics
Experience : 3+ years in relevant field
Qualifications : Bachelor's degree in a relevant quantitative/risk/finance discipline
Highly proficient user of Microsoft Excel, SQL including data analysis tools
Additional / desirable Master's degree in a relevant quantitative/risk/finance discipline
FRM / PRM / CFA or other professional financial qualification
Location Bangalore
Key Responsibilities:
- Apply critical thinking skills and carry out advanced analytics with the goal of solving complex and multi-faceted business problems
- Develop presentations to summarize and communicate key messages to senior management
- Become a subject matter expert and advisor in the analytics vertical
- Support the development of various analytical models including but not limited to Credit Risk, Customer Repayments, Geographical expansion, Macro Economic Risks, etc.
- Enhance existing ECL models and/or PD/LGD scorecards, Quarterly projections, etc. using sound statistical techniques
- Develop predictive models around various parameters with the objective of growing a high-quality loan book, using statistical techniques such as Linear/Logistic regression, Decision Trees, Random Forests, ARIMA Models, etc.
- Run simulations on created models, test and validate them and prove the logical reasoning behind them to non-technical stake holders
- Collaborate with all verticals of the business to develop new ideas and solve ongoing challenges creatively
Qualifications/Skills:
- Quantitative/programming background with a graduate degree (Good to have - M.S., Ph.D.) in Statistics, Engineering, Computer Science, Mathematics, Operations Research, or Economics (2-3 years of related experience preferred)
- Experience with Machine Learning and Artificial Intelligence
- Ability to write code and develop production-ready analytical models
- Significant experience working with very large scale (structured and unstructured) data
- Knowledge in at least one of the following: Python, R
- Excellent written and oral communication skills to clearly present analytical findings and business recommendations. Highly motivated and productive.
- Good project management skills (clear goal setting, well-organized, detailed planning)
- Ability to translate business problems into a conceptual mathematical outline
- Deeply curious; creative and imaginative
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