I applied online. The process took 2 weeks. I interviewed at LinkedIn (San Francisco, CA) in Apr 2018
Interview
HR phone screen, then phone call with hiring manager. The hiring manager was not too enthusiastic overall, but was friendly. He asked questions and I answered them. After this, they told me I was a great candidate, but someone else was further along in the hiring process and they had accepted the role.