My issue was that the interface wasn't up after a fresh vm install.
Ran ifconfig to find my interface name and then ifup eXXX to get a dhcp ip address.
Also don't forget to change ONBOOT=no to ONBOOT=yes in /etc/sysconfig/network-scripts/ifcfg-eXXX so it comes up during next boot.
