I havent looked into it much but one reason seems to be stereotypes driving girls and women away from stem: Gender stereotypes about intellectual ability emerge early and influence children’s interests

A study on American kids but Im sure the same happens elsewhere. Its annotated and a great read just for the methods they used.

Since these stereotypes wont disappear soon we should let our kids know such ideas are made up and stuff so they wont buy them when exposed.