Is stored authentication data encrypted?

Factonomy recommends the use of password hashing in preference to encrypted passwords.

Our reasoning for this is that systems administrators with sufficient knowledge are able to obtain an encrypted version of the password and decrypt it using an appropriate key.

On the other hand, a password hashing algorithm is a one way mechanism allowing the correct password to be authenticated but making it impossible for the passwords to be decrypted.