Establishment-level data suggests women are overrepresented in job losses: Current Employment Statistics, selected sectors, by gender, February and March 2020

Industry Gender Shares of total employment Job losses in March (thousands) Shares of March job losses
Nonfarm payrolls Men 50.0% -289 41.2%
Women 50.0% -412 58.8%
Construction Men 87.0% -28 96.6%
Women 13.0% -1 3.4%
Manufacturing Men 71.3% -12 66.7%
Women 28.7% -6 33.3%
Retail trade Men 50.5% -11 23.4%
Women 49.5% -35 76.6%
Transportation and warehousing Men 74.1% 2 -46.9%
Women 25.9% -7 146.9%
Leisure and hospitality Men 46.7% -198 43.1%
Women 53.3% -261 56.9%
Professional and business services Men 54.1% -23 44.2%
Women 45.9% -29 55.8%
Education and health services Men 22.6% 10 -13.2%
Women 77.4% -86 113.2%

Source: EPI analysis of Bureau of Labor Statistics Current Employment Statistics public data series

View the underlying data on epi.org.