Official comment
Hello Egoldberg,
You will want to use a scheduled date of "5th Day of Month" and set the scheduled time to 12:00PM.
This language specification is outlined in our documentation which can be found here:
http://www.jamsscheduler.com/doc/JAMSHelp/Default.html#SpecifyingDatesUsingNaturalLanguage%20.html