Liz Supinski joined WorldatWork as the Director of Research and Insights in 2022. Previously she was the Director of Research Products for the Society for Human Resource Management. Liz holds an MA in Industrial/Organizational Psychology from George Mason University and an MS in Data Science from Indiana University Bloomington and is certified as a SHRM-SCP. Prior to her years at SHRM, Liz spent many years as a consultant in the HR space, much of it focused on personnel selection and promotional testing. Liz specializes in integrative data storytelling, leveraging machine learning, traditional statistics, data visualization and narrative text to turn data into actionable insights.