Understand various business problems (underwriting, pricing, loss prevention, customer retention, claims fraud etc.) and see how and if advanced analytics can be the most effective solution
Work closely with stakeholders to ensure model outputs adequately address the business problems
Manage various predictive modeling projects:
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Assess resources needed and timeline to complete the projects.
Coordinate with PPM teams, Data team, Shanghai Analytics Center and Bangalore COE to complete each steps
Develop standards to evaluate and document models performance
Mentor junior staff and/or COE staff
Assist in and oversee implementation of model outputs
Develop standards and work with stakeholders to measure impacts
Lead communication to diverse audiences including senior management
Position Requirements:
Minimum 7 years of experience in data science and advanced modelling, especially as it relates to insurance
Demonstrated expertise in advanced predictive modelling techniques (GLMM, GBM, Elastic Net, etc.)
Being able to learn and evaluate new modelling techniques or new modelling software quickly
Comfortable working with many stakeholders across a wide range of functions and around the globe
Experience working with IT, ERM, Science and other functions and demonstrated ability to lead and influence decisions to the benefit profitability ·
Comfortable with describing technical details to non-technical audiences and translate statistics to bottom line business impact
Strong execution and results orientation
Desirable:
Managed and/or worked on large scale projects that utilized advanced predictive modelling methods
Graduate degree in a Business, Computer Science, Math/Stats or related field
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