Is the display LCD? It looks like the actual segments are glowing rather than being rear-illuminated, so that makes it LED or VFD.
The only chance you have is if you can track down the problem to a poor contact. There may be a ribbon cable (or flex foil) which connects the display to the circuit board, or the display itself may be in a socket of some kind. Careful!