I’m documenting this in public because I am likely not alone in disliking Ubuntu 16.04’s network interface naming scheme.
All I had to do was pass these kernel parameters when installing to end up with my network interface named ‘eth0’:
biosdevname=0 net.ifnames=0
Simple!