Have you worked in the automobile industry? What type of experience do you have in quality? Today to be a "Continuous Improvement Manager" takes "Six Sigma experience and education, plus "black belt certification".
Five years experience is very limited, I would say based on your experience and education, nil. Try for a position in quality and get the required experience and certifications.