This is possible in the most recent versions (starting from JSD 7.4.0 at least) of JIRA Service Desk (see screenshot in the answer from Tiffany below). But I'm sure it must have been added in a recent version as I wasn't able to do it either before we upgraded about 6 weeks ago.
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