A ladder assembly for a work vehicle is disclosed. The ladder assembly may generally include a ladder having a first side rail, a second side rail and first and second rungs extending between the first and second side rails. The ladder may be supported on the work vehicle at a first pivot point and a second pivot point. The ladder may also include a first linkage and a second linkage. The first linkage may be coupled between the first rung and the first pivot point and the second linkage may be coupled between the second rung and the second pivot point. In addition, the ladder may be configured to pivot about the first and second pivot points between a first position and a second position.