No it wouldn’t. It would be bloated by the number of people with serious disabilities, health conditions and retirees. As your population ages you would get a bump in unemployment that tells you nothing about the demand for labour.

In my first Economics subject in high school they told us to never look at unemployment without looking at the participation rate with it.