Description: Meet Christine Hofbeck. Christine is pushing the boundaries of traditional life and general insurance by finding problems and fixing them with new technology, modeling methods and sources of data. Most recently, she built a predictive analytics team at one of the world's largest financial services institutions to support the pricing team for a $5 billion portfolio covering life, disability, critical illness and more.

Description: View 2017 Kaggle Involvement Program Results.

Description: Twenty years ago Steve Tutewohl’s clients were taking bold risks with limited information, little analytical support and hardly any data. As an actuary working on the provider side, Tutewohl started out in a traditional role in an untraditional environment. In his early years at Valence Health he was focused on educating, informing and bringing knowledge to providers so they could level the playing field with payers when they were negotiating and managing risks. Today Tutewohl’s clients have “data that is above and beyond what the payer has.”

Description: A drive to push through the fear of failure is one of the traits that separates successful entrepreneurs from the pack. And as Nazir Valani learned early in his career, that drive is especially important when doubts come from people he looked to for encouragement.

Description: Meet Dorothy Andrews. As a consulting actuary at Merlinos & Associates, Dorothy leverages her knowledge in statistical and data analytics, which she acquired through a variety of diverse experiences.

Description: Carol McCall led three teams – predictive analytics, health economics and outcomes research, and personalized medicine. The “river running through them” was that they all leveraged data. Her predictive analytics team eventually built a broad portfolio of models with some of them having a significant impact on Humana’s top and bottom lines.

Description: Meet Nathan Pohle. Nathan is part of a new wave of actuaries bringing diverse perspectives to change the game in life insurance. Armed with an MBA and unique analytics experience in the sports industry, Nathan is harnessing key learnings from Silicon Valley to help life insurance companies tap into the power of predictive analytics in new ways.

Description: Data is everywhere. Health care generates as much as 30% of the world’s data, and new technologies are changing how life insurers analyze consumer information. Actuaries are business-savvy problem solvers. They understand how to leverage the latest technologies and techniques to turn data into actionable insights and solutions for businesses and can communicate those findings to multiple audiences. SOA-credentialed actuaries use predictive analytics to inform organizational and business strategies, with efforts such as identifying chronic conditions in their early stage or determining stress levels through sweat patterns.

Description: This article is about small business changes and challenges before and after COVID.