We also use Postgres but we don't have many jobs. It's usually 10-20 squedule that creates hourly-monthly jobs and they are mostly independent.
Currently a custom made solution but we are going to update it to use skip locked and use Notify/Listen + interval to handle jobs. There is a really good video about it on YouTube called: "Queues in PostgreSQL Citus Con."