what county is discovery bay ca
Discovery Bay, California. Homefacts City Report. Discovery Bay is located in Contra Costa County, CA. The population is 12,620. There are 2 public schools in Discovery Bay with an average Homefacts rating of B+. The total crime rate for Discovery Bay is very low, and there are 5 registered sex offenders residing in the city.