A battery module according to an exemplary aspect of the present disclosure includes, among other things, a first array of battery cells along a first axis, and a second array of battery cells along a second axis. The battery cells of the first and second arrays each include axially facing walls. The battery module further includes a compression structure providing a heat exchanger. The compression structure is adjacent axially facing walls of a battery cell of the first array and a battery cell of the second array.