I haven't checked the markup, but if you try and hit a linkedin profile page you just get forwarded to a login page. Perhaps if you don't follow the forwarding?
Not sure how this complies with google's requirements, I suspect if you're big enough you get a custom arrangement. However, that doesn't explain how hiQ are getting the data.