This problem is caused by the OS X 10.11 El Capitan's Rootless feature.
Reboot and hold ⌘ + R
Utilities -> Terminal
csrutil disable
Successfully disabled System Integrity Protection. Please restart the machine for the changed to take effect.
reboot
Don't forget to enable it!