People considering this project should also probably consider Graphile Worker[1] I've scaled Graphile Worker to 10m daily jobs just fine
The behavior of this library is a bit different and in some ways a bit lower level. If you are using something like this, expect to get very intimate with it as you scale- a lot of times your custom workload would really benefit from a custom index and it's handy to understand how the underlying system works.