On March 10, 2023, Silicon Valley Bank paid employees their annual bonuses. Hours later, regulators seized the bank. When the Government Accountability Office later studied executive pay at the three banks that failed that spring, it found that the median was 86% incentive-based, compared with 83% at peer banks.

That's the starting point for compensation in financial services. Most of the money is variable, regulators examine how it's designed, and the industry's biggest hubs sit in states with some of the strictest pay transparency laws in the country. This guide covers the rules that shape the cycle, the challenges comp teams face within it, and what to look for in compensation management software that must hold up to them all.

What makes financial services compensation different in the US?

Three things set the US financial services sector apart.

Pay is mostly variable

‍The New York State Comptroller estimates that the 2025 bonus pool for New York City securities employees reached a record $49.2 billion, with an average bonus of $246,900. When most of total pay is decided once a year through pools, multipliers, and discretion, incentive compensation management isn't a side process. It's most of the job.

Regulators treat incentive pay as a risk

‍Since 2010, federal banking agencies have expected incentive arrangements to balance risk and reward, align with the bank's controls, and be subject to active board oversight. Examiners act on it. Between 2017 and 2022, regulators examined executive compensation at 15 of the 21 large banks GAO reviewed and issued 10 matters requiring attention across eight institutions.

The industry sits where pay transparency is strictest

‍New York, New Jersey, California, Illinois and Massachusetts all require pay ranges in job postings, and Virginia and Connecticut joined them in 2026.

Put together, that means your compensation philosophy in financial services has to show how pay holds up against risk and against public scrutiny, not just against the market.

The rules that shape the US compensation cycle

You don't need to be a lawyer to run a comp cycle at a bank, but you do need to know which rules your process must meet. Here are the federal rules that apply to incentive pay.

Two of these matter most for day-to-day comp operations. The first is Dodd-Frank Section 956. A 2024 re-proposal would require deferral, forfeiture, and clawback for senior executives and significant risk-takers, but the Federal Reserve didn't join it, and the rule still isn't final. Treat it as a design benchmark, since it describes what examiners already look for.

The second is the SEC clawback rule. Listed companies must recover incentive pay erroneously awarded to executives after an accounting restatement, whether or not anyone was at fault, for the three fiscal years preceding the restatement. You can only do that if you can recalculate every award from stored history.

Pay transparency adds a second layer, and here the detail that matters for financial services is variable pay. New York City requires only the base salary range, while New Jersey and Washington also require a general description of benefits and other compensation.

A range that is fine for a trader, banker, or loan officer in Manhattan can fall short across the river in New Jersey. The simplest fix is one posting template built to the strictest standard: a good-faith base range plus a plain statement of bonus or commission eligibility. And while federal pay equity oversight is shrinking, with the EO 11246 rules rescinded  and EEO-1 reporting proposed for repeal, that risk hasn't gone away. It now sits with state agencies and private lawsuits.

Seven challenges comp teams in financial services face

On Wall Street, bonus season runs from December through March. Pool funding, calibration, approvals, and payroll all land in that window, alongside year-end close and proxy preparation. In our conversations with comp teams at large US financial institutions, the same seven challenges come up again and again. Several of these teams told us their cycle runs well. The problem is that each workaround sits outside the system that holds the record.

1. Bonus pools that drift away from how ratings land

Many firms fund bonus pools from business results multiplied by aggregate targets. Then individual ratings come in. When top ratings cluster among senior people with large targets, those few awards absorb a big share of the pool, and spend runs over budget even when the rating distribution itself looks fine. The reverse happens too: a group of solid but lower-target performers can leave money unspent.

To fix it, teams typically run the whole cycle in a spreadsheet, see how far they are over or under, and apply a second multiplier to pull each area back to its pool. It works, but it happens offline, it's hard to explain to the people affected, and it has to be rebuilt every year. Managers rarely see the dollar impact of a rating change while they're still making decisions.

2. Bonus math with many layers

Financial services bonuses are rarely a simple target times a rating. A typical plan splits each person's target across several goals: firm results, division or business unit results, strategic goals and individual performance. The weights change depending on where someone sits. Upside above target is often capped differently by career level, and each goal is scored separately against a floor, target and ceiling.

Finance also wants to know what bonuses will cost long before year-end, so goals are often rescored several times a year to update the forecast. Every layer is another place for a formula to break, and with variable pay making up most of total pay, a small error is an expensive one.

3. Proration and mid-year changes

Proration is where firm-specific rules pile up. A promotion halfway through the year might earn a blended target, while a market adjustment might not. Increases may be communicated in one quarter and take effect in another. Bonus targets may be based on salary actually earned across several rates rather than the year-end salary. Leaves of absence, changes in working hours, and moves between countries, with the currency conversion that follows, all need their own treatment.

Many comp teams handle this with a spreadsheet or a side report, then load the result back into the comp tool as a starting point. That breaks the link between the calculation and the record, which matters the day you need to recalculate an award for a clawback or answer an employee's question.

4. Long cycles and a hard manager experience

At many large firms, planning is done by senior leaders rather than every line manager, so a relatively small group plans for thousands of people. Yet planning windows still run for three to four weeks, and the planning screens can span dozens of columns. While the cycle is open, HR systems are often frozen, which slows payroll and downstream work. A longer window doesn't mean better decisions. It usually means more late overrides.

5. Proving decisions after the fact

The 2010 interagency guidance expects boards to oversee senior pay actively, and the clawback rule expects you to recalculate awards on demand. Both depend on a record of who approved what, when, and why. In practice, approvals often live in email, adjustments in spreadsheets, and the decks shown to leadership and committees are rebuilt by hand from exports every cycle. Teams also want approved budgets to stay frozen after sign-off, so later changes show up as over or underspend rather than quietly moving the baseline.

6. Explaining pay to employees and candidates

"The business had a good year, so why is my bonus at 85%?" Comp teams hear some version of this every year. The mechanics of how business funding, individual ratings, and pool calibration interact are hard to see from the outside, and the answer usually lives in a spreadsheet that the employee will never see.

Total rewards statements help, but they tend to break on exceptions. When someone changes plans, transfers, or moves countries mid-cycle, the statement for that person often has to be pulled. Add pay transparency laws that make every posted range public, and explaining pay becomes a compliance question as well as a trust one.

7. Pay equity risk that starts in ratings

Pay equity analysis often looks only at final pay. In financial services, the risk often starts earlier. Goldman Sachs' $215 million gender bias settlement centered on its performance review and ranking processes. If ratings and calibration aren't part of the analysis, the analysis starts too late. Many firms are also redesigning their rating scales, making this the right moment to build that check into the cycle.

What happens when these go wrong

The most expensive failures in financial services comp didn't come from paying people too much. They came from how pay was designed and run.

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Sales goals combined with incentive pay are the highest-risk design for customer-facing roles. Accountability reaches individual executives, not just the firm. And posting rules are now being actively enforced, with New Jersey's first sweep covering 42 large employers.

What to look for in compensation management software for financial services

Spreadsheets and HRIS comp modules can handle base pay. The challenges above need more. Here's what to look for, mapped to each one.

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Three questions are worth asking any vendor in a demo:

• Can you show me a mid-year promotion prorated under my rules? Bring a real case with two or three job changes and watch it calculate.
• What happens to the pool when I move five people up a rating? You should see the dollar impact before you submit, not after.
• If a regulator asks how this award was calculated in two years, what will I show them? Look for an audit log and stored calculations, not a spreadsheet export.

For a deeper look at the difference between comp software and HR systems with a comp tab, see what purpose-built compensation management software is.

How Compport handles financial services compensation

Compport is compensation management software built around comp logic. Merit, bonus, and long-term incentive plans run on rules you configure by population, each with its own eligibility, cut-off dates, multipliers, and proration. A coverage check verifies that every eligible employee is included in a rule, so no one falls through the cracks between populations.

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For pools and calibration, a business performance multiplier lets you bring bonus spend back to the pool, and you can see the budget change as recommendations are entered. When finance hands down a merit budget, the grid can recalculate to hit it while keeping your differentiation by rating and range position intact, and you can copy a rule and compare scenarios side by side before anything reaches managers.

For proration, assignment-based proration reads each employee's job history for the year, and you choose the dates and rules that apply. When your rules are unusual, a formula builder handles edge cases within the system rather than in a spreadsheet.

For managers, the planning screen is configurable, and each employee's pay history, peers, and market range are one click away. Guardrails can be soft or hard, and any recommendation outside them needs a reason that reviewers can see.

For the record, approvals go through multi-level workflows, every change is logged in an audit log, and budgets can be frozen once leadership signs off. Built-in reports and leadership dashboards export to PowerPoint, PDF, or Excel, so the committee deck is generated by the system. Statement templates use conditions to reduce the number you maintain, and a statement can be updated and re-released after a late change. Compport integrates with HRIS platforms including Workday, SAP SuccessFactors, Oracle and UKG.

Where CompportIQ fits

CompportIQ is Compport's compensation intelligence layer. It sits on top of the platform that runs your cycle, so it works inside the bands, rules, and approval chains you've already configured. Six purpose-built agents are live today, covering pay equity, benchmarking, comp planning, budget management, calibration, and analytics.

For financial services teams, that means you can ask questions in plain English and get answers from live data.

• Which high performers are paid below their range?
• How does this group's spend compare with its pool?
• Is there a statistically significant adjusted pay gap in this population, and what's driving it?

CompportIQ can also build a starting merit matrix and budget from a prompt, and benchmark roles against the market data you upload.

The governance is what makes it usable in a regulated firm. Every number is computed by tested calculation engines on your data, and the language model explains the result rather than generating figures. Agents run with the permissions of the person asking; your data never trains any model, every action is logged, and no output changes a record without a named person approving it. CompportIQ recommends, and people decide.

How ready is your comp process?

Tick the statements that are true for your team today to see how defensible your process is right now.

Comp you can defend

In financial services, the question isn't only whether pay is competitive. It's whether every number can be explained to a regulator, a board, an employee and, increasingly, a court. The teams that get this right don't add the explanation at the end. They build it into the cycle.

FAQs

Why is compensation management different in financial services?

Most pay is variable, regulators view incentive pay as a risk to the firm, and the industry is concentrated in states with strict pay-transparency laws. That means comp teams have to show how every award was calculated and approved, not just whether pay is competitive.

Does Dodd-Frank Section 956 apply to banks yet?

No. The FDIC, OCC, and FHFA re-proposed the rule in 2024, but it isn't final because the agencies must act jointly. Banks are still examined against the 2010 interagency guidance on incentive compensation.

Do New York City pay ranges have to include bonuses?

No. New York City requires a good-faith minimum and maximum base salary. Bonuses, commissions, and equity aren't required. New York State separately requires you to say whether a role is commission-based.

How should bonus proration work for mid-year promotions?

There's no single rule. Many firms blend the old and new targets based on time spent in each role, and some prorate only for job changes rather than for every salary change. What matters is that the rule is written down, applied within the system, and can be recalculated later.

What should financial services firms look for in compensation management software?

Look for live pool tracking during calibration, configurable bonus math, proration based on job history, audited approvals, statements that handle exceptions, pay equity analysis that covers ratings, and AI that shows its method. Our guide to 12 questions to ask an AI compensation vendor can help you test those claims.