Women have been disproportionately affected by the COVID-19 pandemic, with high numbers of unemployment being seen in front-facing jobs such as retail, healthcare, and food services, whether salaried or hourly. However, a new report from McKinsey and Co. and LeanIn.org, 2021 Women in the Workplace , found that amongst white collar women, the number of senior level jobs held by women actually increased during the pandemic.