The invention provides a method for industrially producing a swine parvovirus vaccine by utilizing a bioreactor, comprising the following steps of: (1) sterilizing a micro-carrier and the bioreactor, adding a cell growth solution, inoculating, preparing the vaccine and culturing with cells, inoculating a swine parvovirus after the cell on the micro-carrier forms a compact single layer, and continuously culturing to propagate the virus; (2) stopping culturing until the cytopathy reaches more than 80%, and harvesting a virus solution; (3) carrying out ultrafiltration concentration and virus inactivation on the harvested virus solution; and (4) purifying and inactivating the virus through a column chromatography method to prepare the vaccine. The invention has the advantages of favorable controllability of processing parameters, high cell density and virus titer, favorable vaccine safety, stable and reliable quality, high production efficiency, and the like.