Yes, it is possible to bulk download candidate records in a few clicks.
Visit either the 'Reviewed' stage or the 'All' tab in the Pipeline view
See the option 'Export to CSV' among the Pipeline actions
Click the checkbox beside the candidates you want to export or Select All candidates
Click on ’Export to CSV’
The exported file will contain the candidates: