Managed metadata columns as search refiners

I've created a document library and added some managed metadata columns. I want to use these columns as refiners in my search results pages. Does this work on SharePoint online? 

When I go to add a new managed property I can't see any option to select from a managed metadata column, instead I only see text, numeric and a few other options. 

Maybe I can't use MM columns as a refiner?