The shuffle won't ever charge if the light blinks, in itunes there will be option to eject the shuffle besides your ipod's icon. When ejected, the blinking should stop and it will charge up in 2-3 hours.

The same problem happened to me when i bought it and and real man don't read manual. I figured out the solution myself too...

Have fun with your shuffle!