Constantine has a 159-153-66 record as an NHL head coach with San Jose, Pittsburgh and New Jersey.
He was head coach of the WHL's Everett Silvertips for the past four seasons, leading the team to three division titles.
Constantine, 48, has served as head coach in more than 1,000 games in various different leagues.
The Aeros are affiliated with the NHL's Minnesota Wild.