In case any international STEM students in USA are considering to apply to LinkedIn and will also need to apply for the 17-month STEM extension before getting an H1B, don't. Even though LinkedIn shows up as e-verified on USCIS database, I have been told by a university recruiter that they are not. Either apply while you have time in your OPT and get an H1B or ask for an H1B directly.