An important aspect of the impact of COVID-19 is its disproportional impact across gender. This Insights article proposes a year-over-year approach that compares employment from March 2020 to February 2021 to their March-2019-to-February-2020 counterparts. It uses the Labour Force Survey to study gender gaps patterns in employment by industrial sector (goods or services) and firm size.