Based on the current state of affairs [1] you may get more structure around tasks in the app (or django packages running tasks) which is probably a nice thing. Other than that you will still need to have a backend implementation [2] and the easiest path there is (that I can think of) a Celery wrapper =)
[1] https://github.com/django/django/blob/main/django/tasks/base... [2] https://github.com/django/django/blob/main/django/tasks/back...