How to setup your Out of Office Message in Office 365
1. Log-in to the Office 365 Outlook app.
https://outlook.office365.com/
2. Select the "Gear" symbol at the top right of the screen along the ribbon (see below in the picture).
Then select "Automatic replies":
3. This will bring you to the setup of your Out of Office Message details.