Here is something interesting to check.
Numbers related to women in physics and astronomy in 2019. I wonder if the similar statistics is available in life science field.
https://www.aip.org/statistics/reports/women-physics-and-astronomy-2019
-Link provided by Svetlana Sharifulina
-Fumi Suomi.