If you purchase from overseas there is no local VAT to pay as it is an export (excluding EU).
VAT is charged (plus the applicable Duty rate as well) when it enters the UK, you can claim back the VAT amount providing you are VAT registered.
If you are VAT registered you will charge the customer VAT on top of your selling price.