In this paper, we consider the problem of delay-dependent robust stabilization for singular nonlinear system with Markovian jumping parameters. The considered systems are not necessarily assumed to be regular and impulse free. A state feedback controller is designed in terms of a set of linear coupled matrix inequalities. A numerical example is provided to demonstrate the efficiency of the proposed methods in this paper.