Unfortunately, any income you take in from any source is factored into your tax liability. If you have found a way to make some extra money, take a look at what it's costing you in terms of supplies or overhead to make sure it's profitable. If so, the taxes you pay will be based on all your income from the year, at a marginal rate. Chances are the new gig will improve your bottom line, regardless of the taxes that follow.