wiktionary
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From push + -er.
etymonline
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pusher (n.)
1590s in a literal sense, "one who or that which pushes," agent noun from push (v.). Used in various mechanical senses; the meaning "peddler of illegal drugs" (1935 in prison slang) is from the verb in the "promote" sense.