Not necessarily. Because online universities are rising in popularity and recognition, employers may not have a bias towards degrees obtained online. As long as students are able to demonstrate the skills they have learned, and can present previous course syllabi upon request, they should have little to no difficulty obtaining employment.
What employers will have bias towards is any degree that is non-accredited. Thus, it is vital that prospective employees obtain a degree from an accredited academic institution.