It's important, but It's not make-or-break important.
I believe the YouTube search algorithm takes words from it and adds them as tags, but don't trust me on that one. Sometimes the description is shown alongside the video in some cases, and could potentially win over a new viewer. It's also useful for putting information in, such as Twitter address, Snapchat or Facebook etc.
It's worth filling out correctly, I guess.
