That is the area of expertise by the creators, but that puts it on the rest of us Julia fans to promote Julia as a general purpose language and talk about how we use it. I am not a scientist but I find Julia very useful for all sorts of practical stuff. E.g. people seldom talk about how great Julia is for writing shell scripts.