1590s, "one who lives by his wits, an artful swindler," an extended form of shark (n.2).
Entries linking to sharker
shark n.2
"a sharper, a cheat," 1590s, regarded as from shark (n.1), but probably originally a different word, and sometimes looked on as the source of shark (n.1), which see, and compare also the verb.