Of course, the first question one has to ask pertains to attestation. Douglas Harper dates newbie "by 1969". Second, word formation might offer a clue about stratification. Harper speaks of an ostensible diminutive suffix, which I have to guess has to be -y-, as Harper's refers further to noob and indicates Military Jargon. This is a bummer ... More @Wikipedia
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