The new channel launches on August 20.
MSNBC and most recently at Current TV, where he led the channel's coverage of 2012 presidential primaries, conventions, debates and election.
"From breaking news to in depth reports, David has exactly the kind of experience we want to bring to all of our broadcasts," said Marcy McGinnis, Al Jazeera America's senior vice-president, newsgathering. "David will be an integral member of our New York reporting team when we launch later this month."
"I've followed Al Jazeera since I covered the Iraq War in 2003 from Doha," said Shuster. "The organization's fearless efforts to give a voice to the voiceless have always struck a chord in me. It's an honor to help carry on that unique mission on an American channel and for an American audience."
© 2013 Variety Media, LLC, a subsidiary of Penske Business Media; Distributed by Tribune Content Agency, LLC