Nurse was born in Great Yarmouth, England in 1621. In 1644, her family settled in Salem Village, Massachusetts Bay Colony (now Danvers, Massachusetts). About 1644, she married Francis Nurse, a tray-maker. The couple were highly esteemed in the colony because few could work wood into trays, cups, mugs, dishes and other useful objects. They had eight children.