https://twitter.com/MIT_CSAIL/status/916032004466122758
This makes me wonder if they are using some type of AI to determine the gender words. I am sure that there are more references to female babysitters on the web than male. The 'he' could be the default gender all else being equal -- not saying it's right, but just thinking about th why.