Castle was the NRL's first female chief executive.
"I have loved every moment of my time at the Bulldogs and after four years in the role, the time is now right to look for my next challenge," Castle said via statement.
"I wish the Club and the team every success for the future.
"I am pleased that, together with the board, we could give the club leadership continuity and a professional transition to new leadership." Castle said.