When people join the Privy Council, they become members of it for the rest of their lives. They are chosen by the Governor General based on who the Prime Minister says should be in the council. Because of this, many of the Privy Councillors are people that used to be part of the cabinet, but are not anymore. Other Privy Councillors might be people that have important roles, like being the Leader of the Opposition.