Dynamic languages are (generally) not compiled ahead of time. It is possible to have static typing in a dynamic language in the sense that the code is interpreted at runtime (but the types are set statically in the code), and there is no "binary" that one runs.

It used to be called interpreted language or "scripting" language - but I think the vocabulary shifted so the word "dynamic" more encompasses what the languages are about.