Traditionally, the sign-off Yours sincerely is used in an email message or letter when you are writing to someone you have interacted with before, not a complete stranger.
Yours faithfully is used instead when you are writing to someone you have had no previous correspondence with, especially if you greeted them as ‘Dear Sir or Madam’.