How to Research Your Market Salary Before You Negotiate

Where to actually find reliable salary data

Not every source is good for the same thing. Government data is trustworthy but slow-moving and broad; crowdsourced sites are fresher but noisier; recruiters and insiders often know things no published number captures. Use more than one.

For the most defensible floor-and-ceiling numbers, start with the BLS Occupational Employment and Wage Statistics, which reports wage percentiles by occupation and metro area, and cross-check the role description against the BLS Occupational Outlook Handbook to confirm you're looking at the right occupational category — titles vary more across companies than the underlying work usually does.

Adjusting raw numbers for your location and experience

A national average is a starting point, not an answer. The same title can pay meaningfully differently across metro areas, and "5 years of experience" means something different depending on whether those years were in a fast-scaling environment or a slow one.

• Location: pull data specific to your metro area when it exists, not just a national figure — cost of living and local demand both move the number, sometimes by a lot.
• Remote roles: some companies pay a single national rate for remote positions; others geo-adjust. Find out which policy applies before assuming your local number is the relevant one.
• Years of experience alone isn't the whole story: scope of responsibility, team size managed, and specific technical or domain skills often move pay more than tenure by itself.
• Company stage and size: a title at an early-stage startup and the same title at an established enterprise can carry very different bands — pull comparables from similar-stage companies where you can.
• Certifications or specialized skills: a specific certification, language, or tool skill can shift you meaningfully within a range, or even into a higher band entirely.

Once you've adjusted for these factors, you should have a range, not a single figure — and that range should feel a little uncomfortable to say out loud. If it doesn't, you probably anchored low.

One more adjustment people skip: total compensation versus base salary alone. A lower base with real equity, a genuine bonus target, or fully covered benefits can outperform a higher base with none of that — so when you compare your research against an actual offer later, weigh the whole package, not just the headline base number on the offer letter.

Template: how to build your target number

Here's the structure we walk people through to turn scattered research into one number (really a range) they can defend under questioning.

1. Pull a baseline range from BLS wage data for your occupation and metro area — this is your credible floor and ceiling.
2. Cross-check that range against 2–3 recent job postings for comparable roles that publish pay, plus one crowdsourced data point.
3. Adjust up or down for your specific experience, scope, and any specialized skills that aren't reflected in the generic title.
4. Set your target near the top third of the adjusted range — not the ceiling, but not the middle either — since most negotiations move down from an opening number, not up.
5. Write down the one or two data points that justify that number, so you can state them plainly if asked "how did you arrive at that."

"Based on BLS wage data for this role in [metro area], plus a couple of comparable postings I've seen recently, the market range looks like [$X–$Y]. Given my experience with [specific skill/scope], I'm targeting the [upper portion] of that."

That's the whole template. It's not clever wording — it's just showing your work, briefly, so the number sounds researched instead of guessed.

The myth that negotiating costs you the offer

Where the myth has a grain of truth: if an employer's opening offer is already at the very top of a small, fixed budget band (common in some public-sector or heavily structured pay-grade roles), there may genuinely be no room to move — but that's a budget constraint, not a punishment for asking.

Putting your research to work

Good research doesn't just protect your number in a negotiation — it changes how you talk about pay earlier in the process too, including how you handle the salary-expectations question during screens and interviews, which we cover separately in how to answer 'what are your salary expectations?'.

It also matters before you ever get to a live conversation: how you fill in a desired salary field on an application form should be informed by the same range, not a separate guess.

Wage data moves over time along with the broader labor market — the BLS Employment Situation is worth a glance for the current unemployment rate and overall hiring conditions, since a tighter labor market generally gives you more room to negotiate than a looser one.

Once you've got your range and you're ready to actually say it out loud, our salary negotiation scripts and email templates page has the exact wording for asking, countering, and handling pushback.

Frequently asked questions

Glossary

Target range

A researched, defensible salary band (not a single number) that a candidate aims for in negotiation, adjusted for location, experience, and scope.

Wage percentile

A statistical measure showing how a given salary compares to others in the same occupation — for example, the 75th percentile means higher than 75% of reported salaries.

Anchoring

The tendency for the first number stated in a negotiation to influence the range of the rest of the conversation.

Pay band

The minimum-to-maximum salary range a company has budgeted for a specific role or level, often not disclosed upfront.

Geo-adjusted pay

A compensation policy where salary for the same role is adjusted up or down based on the employee's location, common for remote positions.