Page editing issues with shortcodes

If you go back to a page you created that has shortcodes in it, it renders the shortcodes when you load the page.

I need to shortcodes to stay as shortcodes when I return to edit the page.

I can add them at the creation of the page, but when I return to edit the page, I get this issue.