Sarwark was chairman of the Libertarian Party of Maryland from 2001 to 2003, holding numerous LP officer and local-level roles there. Prior to being elected chairman of the Libertarian National Committee in 2014, Sarwark served as a deputy public defender in Colorado and as vice-chairman of the Libertarian Party of Colorado. Sarwark was re-elected in 2016, and again in 2018.