Labor market impacts of COVID-19 shutdowns have been very unequal across industries, occupations and levels of educational attainment. Job losses in the month since the beginning of the shutdowns (between mid-March and mid-April) were concentrated in industries that primarily employ individuals with lower levels of education--industries such as leisure and hospitality, retail trade, construction, manufacturing, and personal services. Eight of 10 jobs that were lost between mid-March and mid-April occurred in these industries characterized by below-average skill requirements and weekly wages. This means that individuals with lower levels of education have borne a disproportionate share of the costs of the shutdowns.