We study the inflation and the cosmological perturbations generated during the inflation in a local scale invariant model. The local scale invariant model introduces a vector field Sµ in this theory. In this paper, for simplicity, we consider the temporal part of the vector field St. We show that the temporal part is associated with the slow roll parameter of scalar field. We consider a cosmological solution which provides sufficient number of e-foldings for the inflation. Finally, we estimate the power spectrum of scalar perturbation in terms of the parameters of the theory.