Here, we report the draft genome sequence of Desemzia sp. strain C1, which was isolated from oil-contaminated soil in South Korea and produces hydrogen peroxide (H2O2). The genome of Desemzia sp. strain C1 contains genes encoding various oxidases involved in H2O2 production and resistance to oxidative stress.