"Margaritas at the Mall" lands after earlier singles "Darkness and Cold" and "All My Happiness is Gone", both of which will also feature on their new record.
Purple Mountains will be frontman David Berman's first album since Silver Jews' 2008 album Lookout Mountain, Lookout Sea.