Your claim is very theoretical. In practice, everyone in the world has grown increasingly wealthy, and unemployment levels are lower than ever.
https://fred.stlouisfed.org/series/LNS11300001
For women, since about 2000:
https://fred.stlouisfed.org/series/LNS11300002
Combined: