The COVID-19 pandemic brought on one of the worst unemployment rates in the history of the United States’ labor market. With businesses closing at unprecedented rates and individuals leaving their jobs over health concerns or because caregivers because impromptu teachers, COVID-19’s impact on the labor market is undeniable. Years into the pandemic and with abating unemployment rates the labor market is not seeing the influx of returning workers as expected.