Enable Publishing on SharePoint site collection

This is needed in order to change master page.
First activate SiteSettings-> Site Collection Features ->Sharepoint Server Publishing Infrastructure
Second activate SiteSettings->Manage site features->Sharepoint Server Publishing
Now under Site Settings (Look and Feel) you should see Master page link.