Most candidates come from recruiters. Rarely from individuals. Similar to most companies. 3 step process. Screen resumes', phone interview, and in person interview.
Conduct an initial phone screen to verify qualifications and get a feel for the individual. The person must be a good fit personality wise as well as expertise. Second interview is in person. Decision is made and HR makes an offer. Little room for negotiations (WFH, salary, location, etc.).