If we leave out fields that revolve around beauty and adjust for intelligence required in the specific field of work i am not sure, if beauty is actually negatively correlated with engineering.

I don’t see a higher rate of beautiful people on the train to work, than i see at work. I just see more on the train, because there is more people overall.