The IRS defines the characteristics of a self-employed individual as follows:
1. You carry on a trade or business as a sole proprietor or an independent contractor.
2. You are a partner (individual) in a partnership that carries on a trade or business.
3. You are otherwise in business for yourself (including a part-time business).
For more information see the IRS web site for Self-Employed individuals.