I followed this tutorial for installing cx_oracle on Mac. After some tweaks it was successful. I was using Mavericks earlier. Then I got an upgrade to El Capitan
sample fix with
ln -s /opt/oracle/product/12.1.0/instantclient_12_1/libclntsh.dylib.12.1 /usr/local/lib/libclntsh.dylib.12.1