Putting pre-tax dollars into an employer-sponsored retirement plan like a 401(k) is one easy way to reduce your taxable income for the year. If you sell an investment that loses its value, you can use that loss to offset other income. Donating to charity can decrease your annual tax bill if you itemize your deductions.