Oakland is a city in St. Louis County, Missouri, United States. The population was 1,381 at the 2010 census. According to the United St…Oakland is a city in St. Louis County, Missouri, United States. The population was 1,381 at the 2010 census. According to the United States Census Bureau, the city has a total area of 0.61 square miles, all land.