Beyond just showing potential employers you have skills and can apply/talk through them (and demos work fine for this purpose; I would't worry), if you want a specific job then it's helpful to have side projects in the target domain. e.g if you want to do data science for a civic minded nonprofit, maybe have a side project doing analytics on one of the census data sets, etc.