Safari won't download CSV files

On OSX Yosemite running Safari 9.0.1 when clicking on a link that would normally download and save a CSV file into my Downloads folder, it instead opens in a browser window. I currently can't update to OS X El Capitan as work doesn't yet support it but would like to fix this so as not to have to switch between multiple browsers.

Thanks!