Hermitage is a small village and civil parish in the county of Dorset in southern England. It is situated in the Blackmore Vale under the scarp of the Dorset Downs, 6 miles (9.7 km) south of the town of Sherborne. Dorset County Council's latest (2013) estimate of the parish population is 70.