Mandy Chambers works extensively with JMP data tables, Virtual Join and Workflow Builder. She loves working with real data issues, using JMP to perform development testing examples and discovering new ways to improve usability.  Chambers has a BA in math education from the University of North Carolina at Chapel Hill. She joined JMP in 2015, with many years of software testing.