The rate you quote is not a good indicator of overall unemployment - it only measures the dynamics of layoffs in the last 6 months.
The more realistic measure of unemployment, the Civilian Labor Force Participation Rate is at about 63%, back to where we were in 1977. And a lot of women have joined the workforce since then.