Methods, systems, and devices for techniques to manufacture ferroelectric memory devices are described. In some cases, a memory array may be manufactured using a self-aligned manufacturing technique. For example, a continuous layer of dielectric material may be formed over an assembly which includes an array of transistors coupling contacts on the surface of the assembly with a set of digit lines. In some cases, an array of cavities may be etched into the dielectric material, each cavity exposing a set of contacts. A set of bottom electrodes corresponding to the set of contacts may be formed on sidewalls in each cavity, for example by depositing a layer of electrode material and etching the electrode material using a variety of hard masks.