Official unemployment rate has gone down dramatically, but the improvement of labor market has been largely fake, as the employment-population ratio hasn’t moved much since recession ended. See this sharp chart from John Taylor at Stanford.
You can also take a longer term perspective at this ratio below:
Feel puzzled? You can find out the reason why unemployment rate and the employment-population ratio tend to diverge during this reovery here.