The model of stochastic gain variation is built for a dark soliton transmission system, and the influence is studied of the stochastic gain variation on time jitters of the dark soliton. The results show that the stochastic gain variation apparently leads to the time jitters in arrival, and reduces the capacity of dark soliton transmission system. The nonlinear gain can suppress effectively the influence.