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.