You do not have to, but you can. As long as you didn't pay wages in 2016, it won't matter either way.
A tax ID number is not required if you operate a sole proprietorship or an LLC with no employees, in which case you would simply use your own Social Security Number as a tax ID. But you must obtain an EIN if you are a sole proprietor who files pension or excise tax returns.
