Green’s Dictionary of Slang

thumber n.²

[SE thumb, to put up one’s thumb in the hope of getting a free ride]

(US campus) a beggar, a borrower, someone constantly scrounging from their friends.

1989

P. Munro Sl. U. 193: Barbara is such a thumber — she’s always borrowing money.