It seems to me, by looking at several of OPs comment that you’re running the full desktop OS, with Gnome on it, and honestly that’s the reason you get the idle CPU and 1.5GB of RAM usage.
Do you want light weight the real answer is, use the server version of it without the UI.
Oh… Look at that…
You use arch BTW