Tax and NI is done on how much you earn, not how many hours you do. Pretty sure you pay NI either way but not sure that one always confuses me, but you start paying tax back after earning £9400 ish in the tax year. It's tax credits where 16 hours is the magic number for qualifying for working tax credits.