No. You dont have to have lost your job. Ring up the bank. They will send you out a form and a budget sheet. You will need to detail why you want to go interest only as well as fill out the budget form showing details of income and expenditure, details of other loans, credit cards etc.
Its quite a simple process, just be aware that by going interest only it will cost you more in the long run