As Tom pointed, you legally will be a Household Employee. If you accept this job knowing that they are doing it wrong, you could potentially be assisting or committing tax fraud.
Not claiming it at all is definitely tax fraud.
You also have the option to file using form 8919, indicating that you are telling the IRS that you should be an employee, but your employer is doing it wrong.
