Zend certified PHP/Magento developer

Concurrently Running VirtualBox and Docker on Linux Host

I have an Ubuntu server already running VirtualBox, and I want to run Docker containers from it as well. Both containerization/virtualization frameworks on the same physical box. Is this a no-no? Are there any limitations to this approach, or potential landmines to watch out for?