We present numerical calculations for cesium and mercury to estimate the sensitivity of the scattering length to the variation of the fine structure constant α. The method used follows ideas Chin and Flambaum [Phys. Rev. Lett. 96, 230801 (2006)], where the sensitivity to the variation of the electron to proton mass ratio, β, was considered. We demonstrate that for heavy systems, the sensitivity to variation of α is of the same order of magnitude as to variation of β. Near narrow Feshbach resonances the enhancement of the sensitivity may exceed nine orders of magnitude.