He was born on March 13, 1900 in the village of Churtan, Ishim district, Tobolsk province (now Vikulovsky district, Tyumen region) in the family of a peasant farmhand, a migrant from Central Russia. He received primary education.
From 1920 to 1922, Vasily Spiridonovich served in military service in the Red Army. After demobilization, he returned to his native village, worked on his own farm. Vasily Spiridonovich was well versed in blacksmithing and carpentry, invented a winnowing machine of his design, improved types of agricultural implements, including a special plow for plowing wetlands, which preserved a thin layer of fertile soil. In 1929 Goltsov joined the collective farm "Krasny Plowman". In 1931, due to the availability of machinery in his household, he was dispossessed. At the request of his fellow villagers, he was not expelled or even expelled from the collective farm. Subsequently, the decision to dekulakize was found to be incorrect.
Shortly after the outbreak of the Great Patriotic War, on September 14, 1941, Vasily Goltsov was drafted into the Red Army by the Vikulovsky district military enlistment office of the Omsk region. He fought in the 1224th Infantry regiment of the 368th Infantry Division of the 7th Separate Army, participated in defensive and offensive operations in Karelia. In 1942, he was demobilized from the Red Army due to disability.
After demobilization, Vasily Spiridonovich returned to the village of Churtan, continued to work on the collective farm. In 1944, he was elected chairman of the M. V. Frunze collective farm and remained so until the end of his life. He achieved outstanding results at the head of the farm. In 1947, the collective farm received a high yield — the average for the collective farm was 14.1 quintals of grain per hectare (in previous years this figure was 9 quintals per hectare), and in some fields — 30.89 quintals per hectare on an area of 42.5 hectares.
For outstanding success in fulfilling plans for the supply of agricultural products to the state and high grain yields, Goltsov Vasily Spiridonovich was awarded the title Hero of Socialist Labor with the award of the Order of Lenin and the Hammer and Sickle gold medal (decree of the Presidium of the Supreme Soviet of the USSR dated March 18, 1948).
In the future, the Frunze collective farm under the leadership of Vasily Spiridonovich invariably remained advanced, In 1950, he became the first millionaire collective farm in the region. Along with the development of grain crops, animal husbandry was actively developing on the collective farm.
He died on February 22, 1961 in the hospital from severe burns received as a result of an accident. He was buried in the village of Churtan.
In 2006, a street named after Vasily Goltsov appeared in Tyumen.