The simplest way I've found is to arrange the tabs and splits the way you want, and then on "Settings" -> Startup -> Tasks:

1. Create a new task using the "+" (plus sign) at the bottom of the predefined task list.
2. Give the task a name
3. Click "Active tabs"
4. Click…