The IRS cannot cancel your EIN. Whether or not you ever use your EIN to file Federal tax returns for your business, the EIN remains the permanent Federal taxpayer identification number for that entity. The IRS can close your business account if you determine that you no longer need your EIN. Visit the IRS’s website here for guidance.