In the videogame industry the standard question on the phone screen interviews is what is the two power 8. It's eerie how many people cannot answer this at all or answer incorrectly.

So, if even the people who are aspiring to write "code to the metal" console games don't know binary then, I imagine, a generic programmer knows it even less.