My best friend is transgender; she transitioned from a man into a woman. I think it's courageous of her to take a pay cut like that.
Transgender Pay Cut
Explanation
The joke plays on the stereotype that women earn less than men. The humor arises from the unexpected framing of a gender transition as a decision to accept a lower income. It is meant to be a lighthearted and ironic comment on gender pay disparity.