Woodland Park is a borough in Passaic County, in the U.S. state of New Jersey. At the 2020 United States census, the population was 13,484. What is now Woodland Park was formed as a borough, under the name West Paterson, by an act of the New Jersey Legislature in 1914, from portions of Little Falls Township.