Abstract: Under the background of rural revitalization, the development of smart agriculture in the digital era and the training of "digital new farmer craftsman" are its core forces, and are also the key to the implementation of rural talent revitalization and strengthening agriculture. Therefore, this paper summarized the connotation and research progress of "digital new farmer craftsman", and analyzed the difficulties faced by the current development of smart agriculture to cultivate "digital new farmer craftsman", such as the shortage of rural digital talents and the lack of smooth cultivation paths. Based on this, the author explored and constructed the cultivation strategy of "digital new farmer craftsman", which is "one platform and two integration" in agricultural vocational colleges. Implement the training path of "production, study and research" innovation-driven "digital new farmer craftsman"; Relying on projects, school and local cooperation to create a new model of "digital new farmer and craftsman" cultivation.