This paper studies a synchronized zone order picking system in distribution center, considering the picker has different speed, and proposes assignment heuristic algorithm to balance the pickers' workload in different zones by the item location arrangement. Meanwhile, simulated testing is taken to validate its performance and reliability of the algorithm, which provides a reference for the application and the choice of order picking methods.