Margaret McGhie was born on May 18, 1922 and grew up in western Nevada, where her grandparents were ranchers. She attended a business college in Reno, Nevada and eventually moved to Las Vegas, Nevada. She worked for Basic Magnesium (BMI) in Gabbs, Nevada and for a remanufacturing company where she verified rocket measurements.