Well, that all depends. To the extent that Feminists support abortion and pretty much always have since the 60s, I wouldn’t call myself a feminist.
Feminism has also tended to deny the differences between men and women, which are profound. You never hear a feminist arguing that women should be allowed to participate in trench warfare along with men. So I think there’s a bit of hypocrisy with that equal rights argument.
As for the differences in pay, that is largely a matter of women choosing lesser paying jobs than men, and also not working full time. So when you put all those factors together, the stats can be misleading about unfair wages.
In cases where men and women are doing exactly the same work and the same hours that require the same profession training, I would call myself not a feminist, but an equal rights advocate.
Men and women are different. Long live the difference!