As a general rule, the banks require you to pay for this if the loan amount you are requesting is greater than 80% of the purchase price. The only way to avoid it is to borrow less than 80% or provide additional real estate security to bring the loan to value ratio (LVR) to below 80%.

Mortgage insurance covers the bank in case you default on your loan repayments. It does not cover you - the borrower.