Living in NY for over a decade and visiting the Bay area often, I have to agree. I'd say the difference is even bigger if you look at Silicon Valley as a whole. I wouldn't be surprised if the ratio was more like 10:1.
NYC was not historically focused on engineering or tech. Media, advertising, and of course - finance, banking, and investment banking.
Pure engineering or software work? Not very much.