I never had to pay back in the thousands but I paid yearly for over a decade. Had a brief stint of about 3 years of refunds and now with my job (IBO) I deduct the taxes myself and save it throughout the year and then pay an accountant to tell me what I owe. He suggests I send money quarterly and collect a refund from them but I save it and send what I owe.