Rosenberg was optioned to Triple-A Salt Lake on Tuesday.
Rosenberg made his big-league debut Monday against the Astros, allowing a run on two hits and a walk while striking out two in one inning of work. He'll return to the minors for now, with Andrew Wantz taking his spot in the bullpen.