Description: This project aims to understand pension participants’ investment and withdrawal behaviors and provide guidance in pension plan design, using data from China

Description: View 2018 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: If anyone is a paradigm of the notion that learning never stops, it’s Head of Actuarial Modeling and Experience Study for Munich RE Winnie Liu. Winnie set her sights on new horizons after almost 20 years in the insurance industry. Her interest in cutting-edge predictive analytics had been budding for years, and in 2017, she set out to earn her Predictive Analytics (PA) Certificate from the Society of Actuaries (SOA).

Description: Lillian Dittrick’s strategic analytics team at UnityPoint Health® has developed an application to automatically cull unstructured doctors’ notes in electronic medical records. Dittrick’s team is part of a strategic analytics department that did not exist three years ago. UnityPoint Health®, one of the nation’s largest nonprofit health systems, has assembled a team of people who use advanced analytics to build more complete patient risk stratification models by mining claims, clinical and social determinant data in new ways.

Description: Career changes typically follow a major milestone—a promotion, a job offer, a new degree, maybe a cross-country move. For Patrick Getzen, exposure to some new perspectives ignited a shift.

Description: The transportation industry is in the early stages of profound changes, due to development of sophisticated driving safety and automation technologies.

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: The SOA continues to support actuaries working with predictive analytics, from insurance companies and healthcare providers to financial service firms.

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.