Principal Data Scientist
CurrentI manage a multi-disciplinary team of actuarial data scientists and commercial data analysts responsible for pricing analytics at Aviva UK Health. The key responsibilities for me and my team are:• Utilising statistical methods to predict customer behaviour including insurance claims for hospital medical treatment and propensities for purchase and retention• Presenting recommendations and writing reports for senior stakeholders, setting pricing strategy and rates to achieve business objectives including financial metrics• Developing innovative pricing factors and more sophisticated methods to improve accuracy of prices and produce advantage over competitors.• Setting user stories and specifications for pricing systems so that IT developers can implement models within live rates• Cleansing, processing and formatting data for statistical analyses, and where necessary proposing expansion or improvement of source data tables• Constructing a framework of controls to comply with business standards to manage pricing risk