You can save the columns the screener displays by saving the screen you have put together.
First create your screen and select the columns you want to save.
Then click on the My templates button and then on Save to template.
When you save your screen the columns you selected will also be saved.
This means for each of the screens you have saved, when you load the screen the columns you have saved with the screen will be loaded along with the screening criteria.