That’s certainly possible, but well hidden! There are a few default watermark PDFs included, or you can make a custom PDF and apply that.
By the way, the next time you are looking for a setting, try the “Search for settings” tool at the bottom of the dialog:
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Selecting one of those options till take you straight to the setting and highlight it for you.