Let P be a simple thin polyomino, roughly speaking a polyomino that has no holes and does not contain a square tetromino as a subpolyomino. In this paper, we determine the reduced Hilbert series of K[P] by proving that is the rook polynomial of P. As an application, we characterize the Gorenstein simple thin polyominoes.