At the start of the 2023–24 season, Rooney would feature as an unused substitute in Derby's opening four games of the season, but after injuries to Joe Ward and Kane Wilson, Rooney would start the next three games at right-back, in the third of these games against Bolton Wanderers on 2 September Rooney was substituted off after 14 after a serious looking injury.