first install it
sudo apt-get install autojump
then you need to source it
source /usr/share/autojump/autojump.sh
and better put it in .bashrc.
echo "source /usr/share/autojump/autojump.sh" >> ~/.bashrc
After some time you could jump quickly with
j <part of directory>