The electrostatic surface waves in a cold bounded plasma have been studied for the case where the plasma density is non-uniform in a direction which is parallel to the boundary. It is shown that the eigenmode spectrum then is discrete. The eigenfrequencies, which are functions of the density gradient, are calculated for plane as well as cylindrical geometries. Special attention is paid to the particular case where the density profile is linear.