The Collaborative International Dictionary of English v.0.48:

Shoemaking \Shoe"mak`ing\, n.
   The business of a shoemaker.
   [1913 Webster]

WordNet (r) 3.0 (2006):

shoemaking
    n 1: the shoemaker's trade [syn: shoemaking, shoe repairing,
         cobbling]