To remove multiple admins at once, use the filter to identify which ones and then click on "Select All/Page" or simply individually select them:

Click on  Ok to complete the process. (Please note that if you are trying to remove more than 50 admins at once- you will need to click "Start" on the next page to begin the bulk action).