My first experiences were getting these because I was in the corporate address book at a big corp, and I guess people were looking for work.

At the time, Linked In wouldn't even let you opt out of mail without making an account, which is definitely never happening. (Thankfully, they eventually added a way to tell them to not contact me again, but I'm going to carry my grudge)