Part of coinbase's safty is you cannot export private key.  So the site is only place  you can access wallet.  You don't have control over address like in many situations.

If you want private key's you will need to use another wallet.  Keep in mind you should not keep a ton in hot wallets unless spending it.  Look into cold wallets they will be better over long term if done right.