Hi and welcome to SaleHoo Orleans_Trade,
No you do not legally need to have a tax ID but it would be ideal to have one so that your choice of dropshippers will not be limited.
Not all dropshippers/suppliers will require that you have a tax ID, you can actually filter your searches for dropshippers that do not require sales tax ID.
Hope this helps :)