I don't it is drupal or joomla. Does not look like a CMS one. Handcrafted site. I've simply seen the code of the first page.
Given they have an API (see http://shopsense.shopstyle.co.uk/page/ShopSenseHome?node=7884858) I'd suggest you are looking at a custom job