Citing the U.S. Bureau of Labor Statistics, Linkedin said more than 2.5 million women left the workforce during the COVID-19 pandemic, many voluntarily, due to a sudden lack of childcare or to manage virtual learning for their children.FILE - A mother sits in her living room helping her children with their schoolwork.