Located in the southwestern part of the Buldana district in the western state of India, Maharashtra, Deulgaon Raja is a major town and the taluka headquarters. It is a major industrial area in the district. The nearest railway station is the Jalna Railway Station and Aurangabad is the nearest airport.
According to the 2001 census report, Deulgaon Raja of Maharashtra had a population of 24,372 inhabitants. Males constitute 52% of the population and the females 48% of the population. In Deulgaon Raja, 14% of the population is less than six years of age. Deulgaon Raja has an average literacy rate of 71% which is higher than the national average literacy rate which is 59.5%. 79% and 63% is the male and the female literacy rate respectively.
Deulgaon Raja, Maharashtra has an ancient Balaji Temple which is popularly known as the `Tirupati` of Maharashtra.