Try sending a manual task (rather than scheduled) to Celery worker, does it work?
Have you checked that Celery processes have appropriate file permissions? Celery beat writes schedule to a file by default.
Have you checked RabbitMQ logs?
You seem to be running Celery worker without a virtual environment, this might be an issue.