In the U.S., Taskers are classified as independent contractors for tax purposes, which means you’re responsible to pay all of your taxes owed, including a self-employment tax. Money you earn through TaskRabbit counts as earned income (just like any work income). You have to file an income tax return if your earnings from self-employment are $600 or more.