An EIN is an Employer Identification Number assigned by the IRS. You will need an EIN if you're hiring employees (which is not usually the case for a side hustle) or if you're incorporating or forming an LLC for your business. Those are the most common reasons for getting an EIN, but the IRS has a more detailed guide.