Source : Webster's Revised Unabridged Dictionary (1913)

Ragpicker \Rag"pick`er\, n.
   One who gets a living by picking up rags and refuse things in
   the streets.

Source : WordNet®

ragpicker
     n : an unskilled person who picks up rags from trash cans and
         public dumps as a means of livelihood