Actually, no.
Marilyn Monroe was 5' 6", 120 pounds at the start of her career in 1945, and the coroners report listed her as 117 pounds at her death in 1962. She was curvy in the traditional sense (narrow waist, wide hips, large bust), but was NOT fat in any sense.