Despite an increase in the proportion of women anaesthesiologists over time, women remain under-represented in academic and leadership positions, honour awards, and academic promotion. Current literature has identified several reasons for the observed gender disparity in anaesthesiology leadership and faculty positions, including unsupportive work environments, lack of mentorship, personal choices, childcare responsibilities, and active discrimination against women. A scoping review design was selected to examine the nature and extent of available research. Our review provides an overview of the literature that explores gender issues in anaesthesiology, identifies gaps in the literature, and appraises effective strategies to improve gender equity in anaesthesiology. We searched PubMed, MEDLINE, and EMBASE up to July 2019, and included 30 studies for analysis. Most reports used retrospective or survey methodologies. The review shows that women anaesthesiologists face gender biases in the work environment, are under-represented in various positions of leadership or influence, and as authors. Workelife demands may impose a challenge. Motivation and interest in career advancement of women anaesthesiologists have not been well studied. Several strategies have been proposed, ranging from an individual to administrative level, which may help anaesthesiologists achieve equal representation of women in the field.