Moss was born in Nashville, TN. She got her start in the industry as a model at age 13, living in Europe and Japan. She moved to New York at age 17 and soon after began working as an Art Director and Digital retouching artist. By age 20 her clients included Vogue Italia, W, and Yves Saint Laurent. She was featured in the documentary Body Image directed by two time Academy Award winning director Barbara Kopple, where she demonstrated her retouching works.