Olympia Fields is a village in Cook County, Illinois, United States. The population was 4,718 as of the 2020 census. It is a southern suburb of Chicago. The municipality grew up around the prestigious Olympia Fields Country Club, originally established in 1915. Olympia Fields is noteworthy as one of the wealthiest and best educated, majority African-American communities in the United States.