The chemical and technological principles of scandium recovery from red mud of alumina production with the use of flue gases from sintering furnaces have been developed. The optimal conditions of hydrochemical processes of successive removal of impurities for the production of scandium concentrate with simultaneous obtaining of titanium-containing product have been worked out on a pilot plant.