Someone mentioned recently that Pinqy is a professional economist.

I hope that they were wrong.
I am. I also note that no one is actually trying to present an actual argument.
While useful for some things, the employment to population ratio does NOT represent the labor force, and does NOT give a good picture of the labor market. Changes in both the emp-pop ratio and the Labor Force participation rate can happen for reasons other than changes in the labor market. I believe I gave an example.
Over the last few months, jobs have increased (weakly).
UI claims are lower than in 2009 and 2010. Employment has been going up and while unemployment has been going down, the reasons for going up are encouraging, as it is more from people entering/re-entering the labor force (starting to look for work) than from people losing their jobs.
There are still a lot of issues, most especially with duration of unemployment, but overall, the labor market is slightly improving.
Feel free to present contrary evidence, you can find all the numbers you need at
U.S. Bureau of Labor Statistics for labor force stats, and
The U.S. Department of Labor Home Page for Unemployment Insurance.