Born near Paris in 1943 to a modest family, he spent his childhood in Le Havre with his mother and four brothers. For his seventeenth birthday, his stepfather bought him his first Eastman Kodak camera. Demarchelier learned how to develop film, retouch negatives and began shooting friends and weddings.

In 1975, he left Paris for New York to follow his girlfriend.