The invention discloses a photogravure press and a squeegee device thereof, belongs to the field of photogravure presses, and aims to provide a photogravure press squeegee device which can overcome the defect that ink stored in sunken image-text areas is blown away when ink on the surfaces of printing rollers is removed through an air blowing method. According to the technical scheme, the photogravure press squeegee device is characterized in that the squeegee device comprises an imprinting roller and a printing roller; an ink plate is arranged under the printing roller; an air blowing barrelconnected with an air blower is arranged on one side of the printing roller; an air flowing channel is formed in the side wall, facing the printing roller, of the air blowing barrel; the air flowing channel is formed in the tangential direction of the printing roller; the air outlet direction of the air flowing channel is opposite to the line speed direction of the position, close to the air flowing channel, of the printing roller; a plurality of partition plates are evenly distributed in the air flowing channel in the axial direction of the printing roller; the air flowing channel is dividedinto a plurality of air chambers through the partition plates; insertion grooves are formed in the positions which are located on the sides, away from the printing roller, of all the air chambers, ofthe joint of the air flowing channel and the air blowing barrel; and arc-shaped insertion plates are arranged in the insertion grooves.