Let's not imagine a ridiculous hypothetical where someone gets a job without knowing how to read. That doesn't make any sense as an analogy. Learning how to read is not any domain specific skill anyway, if you work for a pharmaceutical company they don't give a shit if you write, unless you are spilling company secrets.