The rapid development of smart animal husbandry has imposed new requirements on the cultivation of animal husbandry and veterinary talents. The traditional talent cultivation model faces practical challenges，including an incomplete practical trainingsystem，a disconnection between teaching content and job requirements，and a single teaching evaluation method.This paper takes the construction of the Gansu Dairy Cow Modern Industry College as an example. Based on ananalysis of the talent demand in smart animal husbandry，it systematically examines the problems existing in the talent cultivation of the animal husbandry and veterinary medicine professional group，and proposes a construction pathwayforthe modern industry college，with "golden specialties，golden courses，golden teachers，golden textbooks，and golden bases" as itscore components，therebyproviding talent support for the high? quality development of smart animal husbandry.