An interesting point on attractiveness in the job market is that people who are extremely unattractive tend to also perform very well. It’s mildly unattractive people who do the worst. My pet theory is extremely unattractive people have to work their asses off to make enough money to be sexually competitive in any way.
If people notice you, they'll next notice if you are competent or not.
I'd guess extremely unattractive people don't find sexual mates regardless of wealth.
https://www.hofstra.edu/pdf/orsp_shahani-denning_spring03.pd...
In an ideal world, we could simply uncheck these biases and do blind promotions and detach a person's work output from his or her face, but it doesn't work like that. Even worse attractiveness is subjective and thus hard to control for. You can usually identify racism because the person will have traits that puts him/her in that category. It's much harder for subjective beauty.
TLDR: Probably yes, but don't expect it to go away anytime soon.