Inserting google code

Hi

I’m not sure exactly where to put the code for google tag manager. They have advised me to insert it into every page of the site below the opening body tag. Where exactly can I find this?

Also can I paste code some where in a php that will prevent me from having to paste it into every page?

Thanks