There might be grants available or interest-free loans available from your local government, although I can't find one specifically for domestic hot water heating.

Oddly, air-source heat pumps in your area seem to be a lot more expensive than in Canada, despite having a warmer climate to deal with.

https://www.homeenergyscotland.org/heat-pumps/grants-and-funding/