wiktionary
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kick + -er
The southern-U.S. sense referring to a person derives from shit-kicker, referring to a cowboy with boots used to kick away cow manure.
etymonline
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kicker (n.)
1570s, originally of horses, agent noun from kick (v.). Kickee is recorded from 1820.