The Collaborative International Dictionary of English v.0.48:

Soger \So"ger\ (s[=o]"j[~e]r), n. & v. i.
   Var. of Soldier. [Dial. or Slang] --R. H. Dana, Jr.
   [Webster 1913 Suppl.]