Why should the electrostatic field be zero inside a conductor?

Because the net charge inside a conductor remains zero, the total charge of a conductor resides on its surface. Charges want to attain equilibrium, so they move to the surface to minimize the repulsion among them. As the charge inside a conductor is zero, therefore, if we apply Gauss' theorem to find the electric field inside a conductor, we find it zero.