Open Music app and tap "iTunes Radio" tab.
Choose the station you want an artist to be removed from.
Scroll to the bottom until you see "Never Play This". Tap +
Search for the artist you don't want to hear.
I know who I don't want to ever hear...
You can add as many artists as you want. This greatly helps save your skips. Happy Listening!
- iOS 7