No, you will have to change the password in scheduled tasks. Account information for services or scheduled tasks is NOT updated automatically.
The reason is that it gives you a method to stop a particular process from running by changing the password. Or, if someone setup something under your account without your knowldege.
My suggestion would be to setup a domian account just for backups, keep the password secure, set it to never expire, and use it to run the backups.