March 30, 2017 18:37 Updated Follow To have federal taxes taken out of your monthly pension benefit, please fill out this form. Learn more about federal taxes. Related articles How do I withhold state or local taxes from my pension benefit? I was a substitute teacher. How can I add this service to my TRF account? Where can I find additional information on federal income tax withholding?