Once logged in, click on the settings "cog" on the right hand side towards the top of the page, select to "See All Settings".
Once on the "General" tab, scroll all the way to the bottom and choose to activate the "Vacation Responder" and configure it to your needs. Save this, and you're done.
Don't forget to take it off when you're back in the office.