I had this issue and it only worked when I downloaded it from the website and ran it, not from steam or flatpak. I don't have it installed anymore and I'm not sure what the underlying issue was, but you can try that.
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What version of Blender do you have running? You can try to add yourself to the video and render group which may get it working. In terminal:
sudo usermod -a -G video [user]
sudo usermod -a -G render [user]
Do you have it installed via flatpack/snap? IIRC flatpack/snap doesn't support AMD Hip.
Grab the tarball from here and give that a shot.
Had it installed via steam, gave it a shot, sadly didn't work. But thanks still :D
Maybe you have to install the proprietary driver including the OpenCL stack. See https://amdgpu-install.readthedocs.io/en/latest/install-installing.html