This paper considers a parallel queueing model with heterogeneous servers, where an arriving customer joins the shortest queue and jockeying between queues is permitted. Based on the matrix analytic approach pioneered by Neuts, we obtain the tail decay rate of the stationary distribution for this queueing model. Keywords : Shortest queue discipline, jockeying, tail decay rate, quasi-birth-anddeath process.