Step 1: Select the Candidate you'd like to export. 

Step 2: Make sure you are looking at one specific job. From the "Bulk Actions" menu, select "Export as ZIP".

Step 3: After you downloaded the ZIP file you'll need to extract the contacts. If you double click on the ZIP file it will create a new folder with all of the contacts in it.