Jacqueline Mogford

I am a dual UK/Canadian Citizen living and working in Canada (past 16 years). If I wished to gift my nieces in the UK, money over £3,000.00 would they need to pay tax on it? If so, what would the rate be? What if they used it towards buying a house? Thank you