Yes, I definitely think so. I investigated this for my school newspaper, six or so years ago.
Eighty percent of recruiters/hiring managers google you before inviting you in for an interview. (http://www.huffingtonpost.com/susan-p-joyce/job-search-tips_...)
Read the story about Pete Kistler: https://brandyourself.com/info/about