Reflections on the employment of college students based on big data reform and development of talent training model in higher education

Under the development trend of economic globalization, the employment problem of college students has been highly valued by all sectors of society. At present, the employment of college students has changed from elite employment to mass employment, and the market environment is facing new contradictions and problems, both the government and the society should put forward solutions from the mode of talent training. The training mode of talents in colleges and universities comes from the suggestions of subject experts, the needs of individual learning and the needs of social development, which are contradictory and unified and indispensable. Therefore, on the basis of understanding the employment of college students in the new era, this paper focuses on the platform of higher education personnel training in the era of big data, and then proposes effective measures for college students' employment according to the needs of social development.