My guess is some people have never worked with the constraints of time and reliability. They think setting up a database is just running a few commands from a tutorial, or they're very experienced and understand the pitfalls well; most people don't fall into the latter category.

But to answer your question: running your own DB is hard if you don't want to lose or corrupt your data. AWS is reliable and relatively cheap, at least during the bootstrapping and scaling stages.