Video: If you download an EPS file logo with a background color you can delete it in Illustrator

Vector files can be in EPS, SVG, AI, or PDF file formats.
A link to follow along is here: https://scm.wvu.edu/brand/logo-and-identity-usage/
You can download the blue background WVU lockup zip file.