Castle Point, Chelmsford and Brentwood. It also has 12 districts. The city of Essex is found is found in the borough of Chelmsford and it is one of the safest locations in England. According to current population estimates, the county of Essex has a population of around 1.9 million people. It is administered by the Essex County Council.