In an ideal world, yes, we'd keep the carbon tax cranked. But fuck that. People with oil heaters would get off them if they could. If they're still on oil, there's probably a reason.
The current subsidies of heat pumps look like they're structured as loans. And they're complicated. Don't do that. Just install the damn heat pump for free, and call it a day.