Do people that are Master & Challenger have to start over each season?

Here is my question, it's probably a stupid one. Do really high rank people start out on the same playing field as other players each new season? Meaning they have to work their way up from low elo all the way back up to Master/Challenger? Or do they get placed really high automatically because of their previous rank history?
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