Before moving to Avon, McCoy served 30 years at Johnson & Johnson. She was the Vice Chairman of the Executive Committee for pharmaceuticals and consumer business. She has the experience of handling and leading a significant business, as the pharmaceuticals and consumer business contributes 60 percent of Johnson & Johnson's revenue. She also has the experience of reinventing an organization through restructuring and integration, having done so within her segment at Johnson & Johnson.