Talent team management in universities is an important content that needs to be paid attention to when the current work of colleges and universities is carried out, and it is also an important starting point and foundation for the development of colleges and universities. Under the background of big data era, the requirements for talent team management in universities are also significantly higher. Making good use of the information content in the era of big data has a positive impact and significance on the management of College Teachers' talent team in China. On the basis of careful analysis of the content of teachers' data and information, we should better improve the high‐quality management and service efficiency of college teachers, and fully establish a new talent team management mechanism, it can better provide some inspiration for the current enthusiasm of college teachers and promote the development of education in China. This paper focuses on the actual situation of the construction of College Teachers' talent team and the improvement of service management strategies in the era of big data, which has improved the overall quality of College Teachers' talent team.