Generally, individuals who are not resident in the UK will only be subject to tax on their UK sources of income (and possibly capital gains). If you are a British citizen (or a citizen of another EEA county) you will still be entitled to a tax-free personal allowance.
Individuals may be able to use the disregarded income rules which restrict the UK tax liability to the amount of UK tax that is withheld at source.