Chester Hill is a borough in Clearfield County, Pennsylvania, United States.

Pennsylvania Route 53 passes through the borough, leading northeast into Philipsburg and southwest 3.7 miles (6.0 km) to Osceola Mills.

There were 410 housing units at an average density of 827.4 per square mile (319.5/km2).

The racial makeup of the borough was 96.9% White, 0.6% Black or African American, 0.9% Asian, 0.2% other, and 1.4% from two or more races.

30.1% of all households were made up of individuals, and 12.1% had someone living alone who was 65 years of age or older.