The paper elaborates the definition of data science and data scientists, discusses the ability of data scientists and their functions in the library, including providing decision-making service for libraries, providing references for collection purchasing, improving the utilization ratio of resources, etc. It points out that the function of data scientists is more and more important in big data era.