Oley Township, Berks County, Pennsylvania. Oley Township is a township in Berks County, Pennsylvania, United States. As of the 2010 census, the township had a population of 3,620. Oley Township was originally formed in 1740 as a part of Philadelphia County, before Berks County was formed in 1752.