 Following his retirement as a player, Arroyo became a scout and pitching coach for the Yankees.In an article in 1976 in Esquire magazine, sportswriter Harry Stein published an "All Time All-Star Argument Starter", consisting of five ethnic baseball teams.Arroyo, a Puerto Rican, was the relief pitcher on Stein's Latin team.