In a memristor or a so-called memristive device, the resistance state depends on the previous charge flow through the device. The new resistance state is stored and classifies a memristor as a non-volatile memory device. This likewise unique and simple feature qualifies memristive devices as attractive compartments with regard to the development of a universal memory and beyond von Neumann computing architectures, including in-memory computing and neuromorphic circuits. In this chapter, we present studies on two kinds of bi-layer metal oxide memristive devices with the layer sequences Nb/NbO$$_{\textrm{z}}$$
z
/Al$$_2$$
2
O$$_3$$
3
/Nb$$_{\textrm{x}}$$
x
O$$_{\textrm{y}}$$
y
/Au and TiN/TiO$$_\textrm{x}$$
x
/HfO$$_\textrm{x}$$
x
/Au, either prepared by reactive DC-magnetron sputtering, etching and optical lithography. It is shown that the memristive properties of such devices can be engineered, which enables tailoring of the memristive devices for particular applications.