Aiming at the facing problems in current human resource management in libraries, the paper introduces cluster theory into human resource management in libraries, constructs human resource cluster management model in libraries, analyzes and discusses the advantages: it is beneficial for human resource sharing, innovation environment formation, culture interaction and communication, core competence strengthening.