Group identity in academic library determinants the intention of knowledge sharing and knowledge quality. However, the investigation of job design and task characteristics influences group identity and internal library knowledge sharing is still very rudimentary. The study indicated that group identity is important in improving knowledge sharing intentions in academic libraries. Group identity is associated with different kinds of task characteristics. Both organizational prestige and task characteristics are able to explain significant amounts of variance of group identity.