The Guardians transferred Bieber (elbow) to the 60-day injured list from the 15-day IL on Wednesday.
The transaction frees up a spot on the 40-man roster for right-hander Wes Parsons, whom the Guardians acquired from the Blue Jays on Wednesday. Bieber needs Tommy John surgery and will be sidelined for the remainder of the season.