After the 1895 season, Burns' contract was bought by the minor league Newark Colts. The Colts won the Atlantic League division with a 82–61 record. The next season, Burns served as a player-coach for the Hartford Bluebirds. He lead the team in doubles and batting average. In his final year managing, Burns coached for a minor league team in Portland, Maine.