Scheiber's first book, The Escape Artists: How Obama's Team Fumbled the Recovery, was released in February 2012. Based on more than 250 interviews, combined with the author's informed commentary, the book discusses the Obama administration's economic team and their handling of the economic recovery in the wake of the 2008 financial crisis.
Scheiber shared the 2018 Gerald Loeb Award for Beat Reporting for the story "Automating Hate".
Scheiber's second book, Mutiny; The Rise and Revolt of the College-Educated Working Class, was published by Farrar, Straus and Giroux in April 2026. The book delves into the responses of younger workers to the difficult economic environment they are contending with in the 2020s.