Using Ansible with a Docker inside Ubuntu

In production we have a EC2 instance containing a Docker and inside it Django and Nginx. We want to run deployments using Ansible. Is that normal? can we have playbooks that support this? Or maybe we should find a way to deploy the Docker without the surrounding Ubuntu (it is already running Ubuntu inside)

Thank you