Hmm, I don't use Linkedin, but I do have facebook synced up, and I had that very same problem--specifically, a facebook friend not showing up on the phone.
Now I don't know how linkedin works, so this may not apply, but here's what I learned was happening with facebook:
Facebook privacy...