Yes you would have to pay tax on it BUT if you are smart and structure it as a limited company you could pay yourself dividends which dont attract NI, or you could make payments to your spouse as a director and use their allowance, or you could put it taxfree into pension, and you could write anythign spent off against taxes.

I doubt you would pay more than 15-20% in reality.