 Montgomery was born in Houston, but relocated to New York City to attain a master's degree in education from New York University.She later became a Revson Fellow at Columbia University.Prior to elected office, Montgomery worked as a teacher, adjunct professor, and day care director as well as the cofounder of the Day Care Forum of New York City.