The County Executive shall appoint a Chief Administrative Officer. They shall be appointed on the basis of their qualifications as a professional administrator and shall serve at the discretion of the County Executive. The Chief Administrative Officer shall perform such administrative duties and exercise such general supervision over the agencies of the executive branch as the County Executive may direct.