The income tax would be less but so would be your salary. The corporate tax is another cost for the company.

That's a bit tenuous. Corporate taxes are a cost after profit, which usually means whatever is left over after expenses. This means companies could pay higher salaries specifically to avoid corporate taxes, or invest in things instead.