Technically, only federal contractors must supply an EEO statement, but it is recommended as a best practice. I helps show your commitment to being an employer of choice by way of respecting others.
Note that even if you are not a federal contractor, other equal employment obligations may apply to your company. Don’t forget to check state and local laws for related anti-discrimination requirements.