It happens to me too, but I found the reason.
I installed runner under my user, and launched as a system service.
So it starts with --config "/etc/gitlab-runner/config.toml" but it is mostly empty, while real config was in /home/askar/.gitlab-runner/config.toml
After syncing these two files it starts to pick jobs.
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