Yes, it's blackspot and very common. It can spread to other leaves, especially through rain or overhead watering, where water splashes from infected to uninfected leaves. The infected leaves will gradually turn yellow and fall off the plant. It can gradually defoliate a rose bush. Get a fungicide spray at your local garden center, Home Depot, Lowe's, or hardware store.