We present a new method for obtaining the free energy profile for electron transfer reaction in a polar solvent based on the extended reference interaction site method (ex-RISM) in the statistical mechanical theory of molecular liquids. The method, applied to a simple model of an exchange reaction, yields quantitatively good results in terms of agreement with simulation results. We also discuss the parabolicity of the free energy profile and potential applicability of our method.