Abstract: Aiming at the needs of nautical personnel training programme in the context of Maritime Autonomous Surface Ships（MASS）, comprehensively analyzing the requirements of STCW convention on the competence of management, operation and support crew, and combining with the key technologies and equipment of MASS, by using Neo4j tool and the Rain Classroom Knowledge Graph module a knowledge graph covering competence, training objectives, curricula and assessment methods was constructed, which contains a total of 1 770 nodes and their associations; and combining with STCW standard and MASS's technologies, the training programme of nautical personnel in the context of smart ships was analyzed system-atically to put forward specific training suggestions and reference opinions. The research results provide references for the training of talents in the field of MASS.