If a video is unlisted do I still need to license music for it?

Yep. Unlisted videos are still published works, and are subject to Content ID claims just like public videos are.

With a Track Club account, you can use Track Club music in your videos and avoid copyright claims and be able to monetize your content.

License Track Club’s entire catalog of high-quality music for one low monthly price here.