Techniques facilitating resistive random-access memory device with step height difference are provided. A resistive random-access memory device can comprise a first electrode located within a trench of a dielectric layer. The resistive random-access memory device can also comprise a metal oxide layer comprising a first section located within the trench of the dielectric layer, and a second section located over the first electrode, and over a barrier metal layer. Further, the resistive random-access memory device can comprise a second electrode located over the metal oxide layer.