One of the best ways to lower your tax bill is to reduce your taxable income. You can contribute to up to $17,500 to your 401(k) or similar retirement savings plan in 2014 ($23,000 if you are 50 or older by the end of the year). Money contributed to the plan is not included in your taxable income.