Bluntly, yes. A lot of people in the U.S. are implicitly or explicitly racist. You can see this in statistics, such as 'black-sounding' resumes consistently getting less callbacks than 'white-sounding' resumes [1].
[1]: http://www-2.rotman.utoronto.ca/facbios/file/Whitening%20MS%...