The Secret Six and Wonder Woman artist will join incoming writer J.T. Krul (Green Arrow) from issue #88, reports The Source.
"Teen Titans has been one of the titles at DC that I've wanted to draw since deciding to work in comics," said Scott. "I became aware of the title when Wolfman and Perez made their ground breaking '80s run and I've loved pretty near every incarnation since.
"We're just wrapping up the first (bumper sized) issue and I couldn't be happier with how it's turning out. And, lucky me, I was able to bring Doug Hazlewood (inker) and Jason Wright (colourist) along for the ride."
Krul also confirmed that the sociopathic Damian Wayne will be appearing in the page of Teen Titans during his run.
"What would Teen Titans be without a Robin?" he said.
Teen Titans #88 will be released in October.