This can be due to certain options you may have selected in People Finder. 
  1. Verify that the Role is not set to something that would exclude them. Example, if you are looking for a student, then select Student in the first drop down.
  1. Select the second filter to narrow your search
  1. Re-type the User's last name or enter their ID or email address