Bloom Junction, OhioBloom Junction is an unincorporated community in Scioto County, in the U.S. state of Ohio.HistoryA variant name was Bloom Switch. A post office called Bloom Switch was established in 1870, and remained in operation until 1918. Besides the post office, the community had the Bloom Baptist Church.