As discussed in latest build WG meeting, in order to be able to run tests on certains OS's (like Alpine - see #75) we need docker to be installed on a subset of the test machines.
We should likely start by adding it as a dependency in Ansible for our ubuntu 14 machines which are fairly recent and which run docker well.