From Traderpedia

Definition: An exchange member, sometimes called a local, who executes trades for his or her own account in the futures pit on the floor of the exchange.

Floor traders are famous for their brightly coloured trading jackets, used to identify the brokerage they represent (or just to draw attention to themselves). Floor traders must be registered with the National Futures Association