If it's an LED backlight, it almost certainly needs an external current limiting resistor. There's a chance it has one built in, but I wouldn't risk burning out the backlight by just applying power without confirming it.
LCD's also use EL-backlights, which are more difficult to power (they need high voltage, high frequency AC at very tiny current), but I doubt a nice modern purchase from Sparkfun would use that.