Most people’s income falls into three buckets:

  • Base salary
  • Supplemental income (RSUs, bonuses, commissions)
  • Investment income (interest, dividends, capital gains)

Each bucket behaves differently when it comes to tax withholding, which is why so many people end up under‑withheld and surprised in April. This guide walks through how to handle each piece and how to use safe‑harbor rules and payroll withholding to stay out of penalty trouble.

1. Base salary - getting W‑4 right

  • Single, one job

If you are single, have only one job, selecting “Single” on your Form W‑4 through your employer’s self‑service system usually produces reasonably accurate withholding to cover the taxes for the base salary.

  • Married, two earners

Many happily married couples intuitively check “Married filing jointly” on their W‑4. That often creates a large under‑withholding problem.

If you mark “Married” but do not factor in your spouse’s wages, your employer generally assumes you are the only earner. They apply the full married standard deduction and the wider married tax brackets to your pay, which lowers your withholding. Once your spouse’s income is added at tax time, those assumptions break, and you may owe a large amount in April.

The official W‑4 approach is to use the “Multiple Jobs” worksheet and tables in the instructions to compute an extra fixed amount of withholding. However, those tables are designed for limited income ranges and can become inaccurate or cumbersome when both spouses have higher wages.

A simple and very effective workaround for two‑earner couples:

Have each spouse check “Single or Married filing separately” on their own W‑4, and let each spouse’s withholding cover their own income.

When two spouses have broadly similar incomes, the total tax for “married filing jointly” is often not much different from the combined tax as if they were “single.” If each spouse’s W‑4 is tuned to their own salary at the “single” rates, your joint return will usually land close to fully paid in without constant annual adjustments. Please refer this post for a detailed analysis.

An advantage of this strategy is that withholdings automatically scale as your salaries increase—you do not need to re‑tune your W‑4 every year unless your overall situation changes.

  • Multiple jobs or job changes

Whether you are single or married, changing jobs mid‑year or holding multiple concurrent jobs is a classic under‑withholding trap. Each employer sees only their own payroll and therefore:

  • Applies the full standard deduction to their job alone, and
  • Uses lower tax brackets as if that job were your only income.

This double‑counting of low brackets can leave you significantly short when you file. In these situations, it is often wise to aim explicitly for the federal “safe harbor” targets (discussed below) so that you avoid underpayment penalties even if you still owe a sizable balance in April.

For the math behind how multiple jobs distort withholding, see this post.

2. Supplemental income (RSU, bonuses)

The federal withholding rules treat bonuses, RSU vests, and other supplemental wages differently from regular salary. For most employees, employers may use a flat federal rate on supplemental wages:

  • 22% on cumulative supplemental wages up to $1,000,000 during the calendar year, and
  • 37% on the portion of supplemental wages above $1,000,000 in that year (mandatory flat rate).

For high‑income taxpayers, that 22% rate is a trap. By the time your bonuses and RSUs vest, your total income may already place you in the 24%, 32%, 35%, or 37% bracket. In those ranges, 22% federal withholding on supplemental wages will be well below your actual marginal rate and can quickly create an underpayment penalty risk.

Practical fix. If your employer allows it, ask payroll to withhold federal tax on supplemental wages at your top marginal tax bracket, rather than the default 22%. You can find your marginal bracket from page 2 of your prior‑year federal tax return as a starting point.

For RSUs specifically, this often translates to increasing the “sell to cover” percentage. By selling enough shares at vest to cover tax at your true marginal rate:

  • You avoid being under‑withheld on the vest.
  • You are less likely to be forced to liquidate shares at a bad time or come up with a large amount of cash out of pocket just to pay the tax bill.
  • If the stock price rises, you still hold unsold shares that benefit from the appreciation.

California treatment of supplemental wages

In California, bonuses and stock options/stock awards (including RSU vests) are typically subject to a flat 10.23% state withholding rate when the employer uses the supplemental‑wage method, regardless of income level.

This rate is often adequate for moderate‑income taxpayers, but it can cause a significant shortfall for higher‑income taxpayers in the upper California brackets, especially those in the top bracket.

For 2025, the top bracket starts at:

  • $742,954 for single filers
  • $1,485,906 for married filers
  • $1,010,417 for head of household filers

For 2025, the top marginal California rate is 13.30%: 12.30% personal income tax plus a 1.00% tax under the Behavioral Health Services Act (formerly the Mental Health Services Act) on taxable income over $1,000,000.

If you are in this high‑income category, the 10.23% flat withholding on bonuses and RSUs can leave you materially under‑withheld at the state level. In that case, you should strongly consider:

  • Increasing additional CA withholding through your DE‑4 (see below), or
  • Making quarterly estimated CA tax payments.

Either path can help you avoid large April balances and California underpayment penalties.

3. Investment income (interest, dividends, and capital gains from stocks)

Most investment income has no withholding at all. That includes:

  • Bank interest and most bond interest
  • Ordinary (non‑qualified) dividends
  • Qualified dividends and long‑term capital gains
  • Capital gains from stock sales in taxable accounts

If this income is substantial, relying solely on payroll withholding will almost always leave you short.

For federal tax purposes:

  • Ordinary investment income (interest, non‑qualified dividends, short‑term gains) is taxed at your regular marginal tax rate.
  • For higher‑income taxpayers above the Net Investment Income Tax (NIIT) threshold (generally $200,000 single, $250,000 MFJ, etc.), an additional 3.8% NIIT applies to net investment income.
  • Long‑term capital gains and qualified dividends are taxed at preferential rates; at the top end, the combined federal rate can reach 23.8% (20% capital‑gains bracket plus 3.8% NIIT) for taxpayers subject to NIIT.

The cleanest way to handle investment‑income tax for many W‑2 employees is to push it through payroll:

  • Estimate your annual investment income (and capital gains you plan to realize).
  • Compute roughly how much additional federal and state tax that implies.
  • Add a fixed extra amount per paycheck via your W‑4 and state form (DE‑4 in California).

If a large spike in investment income occurs late in the year and your payroll withholding is clearly insufficient, you can make an estimated payment for the quarter in which the income arises. However, this may require filing an annualized income installment schedule (Form 2210, Schedule AI) to properly match the income to the quarter, which is effectively like preparing four mini‑returns inside your main return.

4. Safe harbor rules - paying enough to avoid penalty

So far, we have focused on not owing a large amount at filing. There is a separate goal: paying in enough during the year to avoid underpayment penalties, even if you still owe at filing and pay the balance from savings.

Federal safe harbor – 90% / 100% / 110%

For individuals, you generally avoid the federal underpayment penalty if your total paid‑in tax during the year (withholding plus timely estimated payments) satisfies at least one of these:

  • 90% of your current‑year total federal tax, or
  • 100% of your prior‑year total federal tax if your prior‑year AGI was $150,000 or less ($75,000 if MFS), or
  • 110% of your prior‑year total federal tax if your prior‑year AGI was over $150,000 ($75,000 if MFS).

If you hit the appropriate 100% or 110% prior‑year safe harbor, you can have a big jump in income (e.g., RSU windfalls, large bonuses) in the current year and still avoid a federal underpayment penalty, even though you will owe additional tax when you file next April.

California safe harbor – plus the $1,000,000 cliff

California has similar, but not identical, safe‑harbor rules. To avoid California’s underpayment penalty, your paid‑in CA tax during the year (withholding plus estimates) must be at least:

  • 90% of your current‑year California tax, or
  • 100% of your prior‑year California tax if your prior‑year CA AGI is $150,000 or less ($75,000 MFS), or
  • 110% of your prior‑year California tax if your prior‑year CA AGI is over $150,000 and under $1,000,000 (over $75,000 and under $500,000 MFS).

Once your California AGI hits $1,000,000 or more ($500,000 if MFS), the prior‑year‑tax safe harbor disappears. In that situation, you must pay in at least 90% of your current‑year California tax to avoid the CA underpayment penalty; paying 100% or 110% of last year’s CA tax is no longer sufficient.

This is why high‑income California taxpayers with big RSU events (often pushing AGI over $1,000,000) can be “safe” at the federal level under the 110% rule but still underpaid for California.

5. Withhold more tax through payroll

One of the simplest and most powerful tools you have is adding a fixed extra dollar amount per paycheck to your federal and state withholding.

Federal – Form W‑4 line 4(c)

On the current federal Form W‑4, line 4(c) “Extra withholding” allows you to specify an additional dollar amount of federal income tax to be withheld from each paycheck.

  • Example: If you enter “500” on line 4(c), your employer withholds your normal federal tax plus $500 extra from every paycheck.
  • This extra withholding continues on each paycheck indefinitely until you file a new W‑4 changing or removing it.

California – Form DE‑4 additional amount

On California Form DE‑4, line 2 is labeled “Additional amount, if any, you want withheld each pay period.” This allows you to request an extra dollar amount of California Personal Income Tax to be withheld per paycheck.

  • Example: If you enter “300” on line 2, your employer withholds your normal CA PIT plus $300 extra from each paycheck.
  • Like the federal form, this continues every pay period until you submit a new DE‑4.

Why extra payroll withholding is so powerful

For federal purposes (and similarly for California), withholding is generally treated as if it were paid in evenly throughout the year, regardless of which specific paycheck it came from. That means:

  • Increasing withholding now effectively spreads those payments across all four quarters in the IRS’s eyes.
  • This allows you to “catch up” for earlier quarters and satisfy safe‑harbor and timely‑payment rules in situations where a late estimated payment might not be enough.

This is one of the few ways you can, in effect, go back in time for penalty calculations—even though you cannot for cash flow.

However, do not wait until the very end of the year. If there are only one or two paychecks left, there may not be enough net pay to withhold the extra amounts needed, and you may still end up with a large balance due and potential underpayment penalties.

6. Pulling it all together

With thoughtful planning, you can:

  • Use W‑4 strategies (especially for married couples and multiple jobs) to keep salary withholding in line.
  • Adjust supplemental‑wage withholding and RSU sell‑to‑cover to match your real marginal rates.
  • Cover investment‑income tax through steady extra payroll withholding.
  • Leverage federal and California safe‑harbor rules so that even when your income jumps, you avoid penalties.

Done right, either you do not owe any significant tax when you file, or you owe a planned amount with no penalties and enough cash set aside to pay it. In both cases, the typical April pain largely disappears. Wish you many happy returns!