In this paper we consider the locally minimizing hedging problem for an Asian option with jumps. The financial market in this jump-diffusion model is incomplete in general and, hence, the equivalent martingale measure is not unique. Instead, a change of measure to the minimal martingale measure is performed. For this model, we calculate the density process of the minimal martingale measure as the risk-neutral pricing measure. We then construct a hedging strategy for the contingent claim in the locally risk-minimizing sense by a direct construction of the Föllmer-Schweizer decomposition.