The stiff-leg deadlift targets the hamstrings and buttocks muscles. Although often done with a barbell, using dumbbells for the stiff-leg deadlift exercise offers some advantages. When first learning the stiff-leg deadlift exercise, start with light dumbbells while you perfect the technique.