I didn’t even know that Social Security would withhold a tax amount.
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You fill out IRS Form W4-V and send it to your local Social Security office. You can request they withhold 7%, 10%, 15%, or 25%. The form can also be used to stop the voluntary withholding. I suggest to some of my clients to withhold that way, especially when it is easier than changing a pension.