How/when are you trying to remove it ? You won't be able to remove it when trying to download something, you need to just log into the account : Change or remove your Apple ID payment information in the iTunes Store - Apple Support
If you are doing that and aren't getting the 'none' option : Why can’t I select None when I edit my Apple ID payment information? - Apple Support