Conor Sammon's 14th goal of the season gave Killie a half-time lead, the striker converting a rebound shot after Alexei Eremenko's free-kick was saved.
Uncertainty remains about the future of AlexeiEremenko, whose impressive form on loan to Kilmarnock from Metalist Kharkiv has attracted the interest of other clubs.