I would advise you to use pyenv to manage multiple versions of Python, because a problem can often occur. Currently, the solution to the problem will depend on the configuration you use for pip and python in bash.
One thing you can do is download the easy_install script and use python 3 to run it and install pip for python 3 alone.
source share