A method, for manufacturing a silicon carbide semiconductor device, includes: forming a silicon carbide epitaxial film on a silicon carbide substrate; flattening a surface of the epitaxial film by using chemical mechanical polishing such that the surface of the epitaxial film has an arithmetic mean roughness Ra of 0.3 nm or less; thermally oxidizing the surface of the epitaxial film to form a sacrificial oxide; removing the sacrificial oxide; and cleaning, by using deionized water, a surface of the epitaxial film exposed by the removing of the sacrificial oxide.