How to Ask for a Raise With Data, Not Emotions
Key takeaways
- A data-backed raise request starts with your market rate from BLS wage data, not a number that "feels right."
- Typical merit raises run about 3.3 percent, so exceptional asks need documented business impact to justify them.
- Document wins with numbers, pick one specific target figure, and make the ask in a private one-on-one.
Negotiation is an expected part of compensation conversations: surveys consistently find most employers expect candidates and employees to negotiate. Photograph: Shane T. McCoy/Wikimedia Commons
Image Credits: Wikimedia Commons
A data-backed raise request is a compensation conversation built on two things: your market rate, meaning what people in your role earn in your area, and your documented impact, meaning the measurable results you have delivered. Emotions, cost-of-living complaints, and loyalty arguments are not evidence, and managers cannot take them to their own bosses.
The method below treats the raise like a business case. You research the number, assemble the proof, choose the moment, and present it calmly. It works whether you are in a formal review cycle or requesting an off-cycle adjustment.
Build your market-rate number
Your opening move is research, and the most authoritative free source in the United States is the Bureau of Labor Statistics' Occupational Employment and Wage Statistics (OEWS) program.
It publishes wage estimates for more than 830 occupations, broken down by state and metro area, with percentile distributions from the 10th to the 90th. Look up your occupation and your metro, and note the median and the 75th percentile. Those two figures bracket a realistic target range.
Triangulate with two more sources. Salary tools like Glassdoor, Payscale, and Levels.fyi show what real employers are paying for your specific title and level, though their samples skew toward people who self-report.
Job postings help too: a growing share of employers now publish pay ranges, with Mercer finding that nearly one-fifth of companies (18 percent) share ranges with both employees and candidates. Collect three to five data points and take the middle of the cluster as your anchor.
Adjust honestly for your situation. Two years of experience does not command the 75th percentile of a role whose median assumes five. Remote workers should check whether their company prices roles by employee location or company location, because the same title can carry different bands in different metros.
Know the budget context you are walking into. Compensation budgets are tight by recent standards.
Mercer found employers expected to raise total salary budgets by 3.7 percent for nonunionized employees in 2025, down from 3.8 percent awarded in 2024, with merit increases holding at 3.3 percent. Payscale's survey put average 2025 raises at 3.5 percent.
"The labor market has cooled relative to the extraordinary conditions of 2021-2023 but remains tight by historical standards," said Justin Ladner, senior labor economist at SHRM. Translation: an ask near the market median is routine; an ask far above it needs a business case.
Build your evidence file
Managers approve raises for impact they can defend upward, not for effort they cannot measure. Spend a few weeks assembling a one-page evidence file before you ever schedule the meeting.
List every win from the last 8 to 12 months and attach a number to each. Revenue influenced, costs cut, hours saved, error rates reduced, customers retained, projects shipped early, junior staff mentored into productivity. "Improved the onboarding docs" is a claim; "rewrote onboarding docs, cutting new-hire ramp time from six weeks to four" is evidence.
Include scope growth, not just output. If you absorbed a departed colleague's workload, took on a new product line, earned a certification, or started leading projects that used to sit a level above you, write it down. Promotions in responsibility without promotions in pay are the strongest argument there is.
Add market signals. If recruiters are messaging you about roles at higher pay, note it factually. If teammates at peer companies earn more for the same work, note that too.
You are not threatening to leave; you are showing that your ask tracks the market, not your imagination.
Market-rate research is desk work: BLS wage tables, salary tools, and posted pay ranges turn a feeling into a figure. Photograph: Pixel.la/Wikimedia Commons
Image Credits: Wikimedia Commons
Keep the file to one page. A manager skims; a packet gets deferred. Five to seven bullet points with numbers beat twenty paragraphs of prose.
Pick your number and your moment
Turn your research into one specific target figure, not a vague range. "Based on market data for this role in our metro, I am targeting $92,000" lands harder than "somewhere in the nineties." Specific numbers signal that research was done, and they give your manager a concrete figure to take upstairs.
Set the figure with the budget reality in mind. If you earn $80,000 and the market median is $92,000, asking for the full gap in one move may be realistic after a promotion-level year, but a 15 percent jump on a standard merit cycle is a stretch when budgets run 3.3 percent. Consider phasing: a meaningful adjustment now plus a written plan to reach market rate by the next cycle.
Time the ask deliberately. The best moments are your performance review, right after a visible win, or when your responsibilities have clearly expanded.
The worst moments are during layoffs, a bad quarter, or a hallway ambush. Request a private one-on-one and say in advance that you would like to discuss your compensation. No one performs well when surprised.
Bring a printed copy of your evidence file. Handing over one page makes the conversation concrete and gives your manager something to forward to HR or their own boss, which is where the decision is usually actually made.
Run the conversation
Open with appreciation and get to the point quickly.
"I like working here and I want to keep growing here. I have done some research on market rates for my role, and I would like to discuss adjusting my compensation to $92,000." Then stop talking and let them respond.
Lead with data, not feelings. Walk through your three strongest evidence points and the market figures. Do not mention your rent, your debts, or how long you have been at the company without a raise; none of it is your manager's decision criterion, and it weakens the business case.
Expect a first answer that is not yes.
"I will need to check with HR," "budgets are tight," and "let us revisit this at review time" are all normal. Ask what specifically would need to be true for the number to work: which results, which timeline, which approvals. Get the criteria in writing, in an email summary after the meeting.
Negotiate total compensation, not just base salary. If the base number cannot move, there is often room in signing-style bonuses, extra PTO, remote days, conference budgets, training funds, or title changes that reposition you for the next cycle. "Employers are still prioritizing the investment in their talent," said Jack Jones, principal consultant at Mercer, which is why the conversation is worth having even in a tight-budget year.
Close with a clear next step and a date.
"So we will revisit on March 1 with the promotion criteria we discussed. I will send a summary email today." Then follow up in writing the same day, because verbal agreements evaporate.
Write down your wins as they happen. A raise case built over months beats one assembled the night before. Photograph: Brad Neathery/Wikimedia Commons
Image Credits: Wikimedia Commons
Frequently asked questions
What if my company says budgets are frozen?
Ask what is still movable: title, bonus, PTO, remote flexibility, or a written commitment to revisit at a specific date with specific criteria. Get the commitment in an email. If nothing at all can move, that is itself data about your future there.
Should I mention another job offer in a raise conversation?
Only if you genuinely have one and would accept it. A bluff that gets called destroys credibility, and a real offer turns the conversation into a retention negotiation with different dynamics. Market data and documented impact are safer leverage for most people.
How much should I ask for?
Anchor on the market median to 75th percentile for your role, title level, and metro, adjusted for your experience. In a normal merit cycle with typical 3 to 4 percent budgets, asks far above market need exceptional documented impact or a promotion-level scope change to succeed.
What if they say no?
Ask for the specific criteria that would change the answer and a date to revisit. Document the conversation in a follow-up email. Then decide on a timeline: if the criteria are clear and fair, work toward them; if the door is simply closed, take your evidence file to the job market, where the same data makes you a strong candidate.
The bottom line
Raises go to people who make the business case, not the emotional one. Research your market rate from BLS wage data and salary tools, document your impact in numbers on a single page, pick one specific target figure, and present it in a calm one-on-one with a clear follow-up date. Data does not guarantee a yes, but it turns a wish into a negotiation.
Topics: salary negotiation, raise, career growth, compensation, workplace
Rive News is the research desk of this publication, covering evidence-based explainers across fitness, parenting, gardening, career, and education.
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