Refers to someone who makes a living through gambling, often with a connotation of skill or profession rather than casual betting.
He is a born gambler and makes a living playing poker.
Compound of 賭博 (gambling) and 師 (master, specialist). The exact historical derivation is uncertain, but the kanji combination directly conveys 'gambling specialist'.