We introduce the concept of "uniformly primary submodules" of a module over a commutative ring $R$, which generalizes the concept of "uniformly primary ideals" of $R$, a concept that imposes a certain boundedness condition on the usual notion of "primary ideal". Several results on uniformly primary submodules are proved. Also, we characterize uniformly primary submodules of a multiplication module.