Rose Hill is an unincorporated community in Jasper County, Mississippi, United States. Its ZIP code is 39356.
Rose Hill was named by early settlers for the wild roses that grew in the surrounding area.
The community was formerly home to a normal school known as the Rose Hill Normal Institute.
A post office first began operating under the name Rose Hill in 1888.
The Graham House, once located in Rose Hill, was listed on the National Register of Historic Places until it was destroyed by a tornado in April 2011.