Most employees in Ireland are women. This fact does not imply that most workers are women, because men have a higher rate of self-employment. Nonetheless, most employees in Ireland are women.
Note that the male and female paths pre- and post-2008 are almost parallel, but there was a huge shift in the composition of the labour force in 2008-2009.
(Title of the post refers to this book.)