Rutherford holds its own school, which is part of the Central Dauphin School District.
There were 1,625 households out of which 29.9% had children under the age of 18 living with them, 53.3% were married couples living together, 12.5% had a female householder with no husband present, and 31.3% were non-families. 27.2% of all households were made up of individuals and 9.4% had someone living alone who was 65 years of age or older. The average household size was 2.36 and the average family size was 2.87.
In the CDP the population was spread out with 23.0% under the age of 18, 5.9% from 18 to 24, 31.7% from 25 to 44, 23.8% from 45 to 64, and 15.6% who were 65 years of age or older. The median age was 39 years. For every 100 females there were 87.5 males. For every 100 females age 18 and over, there were 81.9 males.
The median income for a household in the CDP was $43,340, and the median income for a family was $51,494. Males had a median income of $36,035 versus $28,575 for females. The per capita income for the CDP was $22,706. About 6.2% of families and 5.5% of the population were below the poverty line, including 6.8% of those under age 18 and 5.1% of those age 65 or over.