Keith McNulty is a Data Science, People Analytics and I/O Psychology Leader at McKinsey & Company, the global management consulting firm.  Having earned his PhD in Pure Mathematics, Keith has spent over 15 years applying sound measurement and statistical principles in the People and HR space.  He is a LinkedIn Top Voice, and speaks and publishes regularly on topics related to people analytics, data science, statistical methods, psychometrics and I/O psychology.