The black and yellow diesel Bomag 120ADH machine was taken sometime between 2.30pm on Tuesday August 21 and 9am on Wednesday August 22, from near the Greyrigg Inn California, Falkirk on the B8028.
Police said the machine, which also had Jarvie Plant stickers across the sides, was worth a five-figure sum.
Anyone with information can contact Central Scotland Police on 01786 456000.