Three years into the COVID-19 pandemic, this article considers the longer-lasting economic impacts on the Australian workforce through a gender lens. Using Australian Bureau of Statistics data, it analyses changes in employment, earnings and educational participation relative to the pre-pandemic trends that were predicted to have otherwise occurred. Despite women's employment moving back towards pre-pandemic levels more rapidly than men's, the pandemic also saw a widening of the gender gap in earnings and a larger fall in women's educational participation. This paper highlights the need for ongoing monitoring of labour market indicators through a gender lens to inform more responsive policy design.