The college was originally named "Darlington Technical College", which was constructed in 1897 designed by
George Gordon Hoskins. It opened in October 1897. It was built by the Borough of Darlington next to North Lodge Park "to help continue the efficiency of manufacturing and commerce". By the 1950s the college used 28 buildings around Darlington and in 1955 took over the Girls High School building in Cleveland Avenue. New blocks were opened in 1957, and between 1963 and 1972 further development concentrated education on a single site.
Darlington College of Education was also part of the institution's offerings, but closed in 1978. However, later associations with institutions of higher learning now provide for teacher training. Darlington College of Technology re-branded in 2006 when it moved to its new site situated on Haughton Road. It became known as Darlington College, the name it still uses today. ==Notable alumni==