The Salary Range Says $90,000–$160,000. What Are You Actually Supposed to Do With That?
You find a job that looks promising.
Then you see:
Salary: $90,000–$160,000.
Great.
The company disclosed the pay.
Except now you have another problem.
What does the range actually mean?
Is $90,000 what they expect to pay?
Is $125,000 realistic?
Is $160,000 reserved for a unicorn?
Is the midpoint a target?
Does location change it?
Does experience determine it?
Would asking for $150,000 eliminate you?
Could they actually offer $105,000 even if you meet every qualification?
Salary transparency has solved one problem in hiring:
Candidates increasingly have access to numbers before investing in the process.
But a number without context can create a different kind of uncertainty.
And some of the strongest new hiring research of 2026 suggests that uncertainty does more than annoy candidates.
It can influence which jobs people apply for, how they negotiate and potentially who ends up in the applicant pool at all.
The next generation of pay transparency may therefore have less to do with whether employers publish a range.
It may depend on whether candidates can actually understand what the range means.
Pay transparency is becoming normal remarkably quickly
A decade ago, seeing compensation in a professional job posting often felt unusual.
Now, in large parts of the United States, it is law.
New York requires covered employers to disclose the minimum and maximum compensation they believe in good faith to be accurate for an advertised opportunity. Its rules also reject ranges so broad that they prevent applicants from understanding the legitimate compensation an employer is willing to pay.
Illinois has required covered employers to include compensation and benefits information in applicable postings since January 1, 2025. Its Department of Labor similarly warns that an extremely broad range may raise compliance questions.
Massachusetts' salary-range disclosure requirement took effect October 29, 2025 for covered employers.
Washington requires covered postings to disclose a wage scale or salary range and a general description of benefits and other compensation.
And employers outside jurisdictions requiring disclosure increasingly publish compensation voluntarily.
A private August 2026 analysis by Olive Jobs examined approximately 2.38 million active postings and reported that 64% of U.S. postings in its dataset disclosed pay. Disclosure was substantially higher in states with posting requirements.
That is a commercial dataset, not an official census of every American job posting.
But the direction is unmistakable.
Pay transparency is moving from novelty toward infrastructure.
Which raises a more interesting question:
Are candidates actually receiving useful information?
A $70,000 range can technically be transparent and still tell you very little
Consider two postings.
Posting A
Salary: $100,000–$120,000
Typical offers are made between $105,000 and $115,000 based on directly relevant experience and role-specific skills.
Posting B
Salary: $70,000–$180,000
Compensation depends on experience.
Both disclose a range.
Only one gives you much ability to predict what could happen.
The distinction matters because the width of a salary range can itself communicate uncertainty.
New peer-reviewed research published in the Journal of Applied Psychology in February 2026 examined exactly that issue.
Researchers Alice J. Lee, Tae-Youn Park and Sungyong Chang conducted four studies combining archival job-posting data, prospective job seekers, actual job seekers making real application decisions and an experimental intervention.
Their first study analyzed nearly 10 million U.S. job postings.
Across the research program, women showed a stronger preference than men for jobs displaying narrower salary ranges. The researchers linked that difference largely to differences in risk aversion.
That alone is interesting.
What happened next is more important.
The range influenced behavior before negotiation even began
Candidates who gravitated toward narrower ranges also tended to negotiate less assertively.
They were more satisfied with midpoint offers.
They reported being less likely to negotiate.
And when they did negotiate, they asked for less.
In other words, the compensation process did not begin when someone said:
"We'd like to make you an offer."
It began when the candidate first interpreted the posting.
That creates a phenomenon the researchers describe as pay-range sorting.
Different candidates may self-select into or away from opportunities partly because of the uncertainty communicated by the range itself.
That has a profound implication for job seekers:
A wide salary range is not necessarily a promise of greater earning potential.
It may simply represent greater uncertainty.
And uncertainty changes behavior.
Then the researchers changed one thing
The fourth study is where this becomes especially useful.
Instead of merely giving applicants a salary range, researchers added information explaining:
the typical starting salary
and
how the employer determines the final offer.
The gender difference in application decisions disappeared under that condition.
Differences in negotiation behavior were also mitigated.
Read that carefully.
The researchers did not eliminate salary ranges.
They did not tell candidates exactly what they would earn.
They gave candidates context for interpreting the range.
That reduced uncertainty enough to change behavior.
This suggests that the most useful question candidates can ask about a posted salary range may not be:
"What's the maximum?"
It may be:
"How does this company determine where a new hire lands within this range?"
That question tells you far more.
The maximum is not necessarily your negotiating target
This is probably the biggest misunderstanding candidates have about posted ranges.
Suppose a role lists:
$100,000–$150,000.
You meet every required qualification.
That does not automatically mean:
You should demand $150,000.
There are several legitimate reasons an employer may maintain a range broader than its typical starting salary.
The range might represent the entire compensation band for employees already performing the job.
It may accommodate multiple geographic markets.
It may cover different experience profiles.
The company may preserve room for future salary growth after hire.
There may be distinct compensation zones within the same range.
Or the organization may genuinely be willing to hire anywhere across it.
The posting alone may not tell you which explanation applies.
This is precisely why range maximum and expected hiring range are not always the same thing.
Your job is not to automatically anchor yourself to either the minimum or maximum.
Your job is to understand the compensation architecture well enough to make an informed decision.
The midpoint isn't automatically "fair" either
Candidates sometimes see:
$100,000–$150,000
and immediately calculate:
Midpoint = $125,000.
Then they treat $125,000 as the "correct" salary.
That may be wrong too.
A midpoint can mean many things depending on the employer's compensation system.
At some companies it approximates market positioning for a fully proficient employee.
At others it is primarily an internal band-management tool.
At others, candidates routinely start below it.
And some organizations may hire above it.
There is no universal rule requiring an employer to treat the mathematical midpoint as the appropriate starting salary.
So don't negotiate against arithmetic alone.
Ask what the arithmetic represents.
You are allowed to ask how the range works
This sounds obvious.
Candidates frequently behave as though compensation questions violate some invisible etiquette rule.
They don't.
A posted range has created information.
You can ask for clarification about that information.
Useful questions include:
"Where do new hires typically enter this range?"
"What factors determine placement within the range?"
"Is this the hiring range or the full salary band for employees already in the role?"
"Does location affect where someone falls within this range?"
"Does the range represent base salary only?"
"Are bonus, commission or equity separate from this range?"
"Has the company budgeted toward a particular part of the range for this opening?"
Those questions do not require you to reveal your current salary.
They do not even require you to state an expectation first.
You are asking the employer to explain information it already published.
That is reasonable.
"What are your salary expectations?" is a different question
Eventually, you may be asked:
"What compensation are you targeting?"
This is where candidates often panic.
The safest answer is not universally:
"Never give a number."
Nor is it:
"Always give the top of the range."
Your answer depends on what you know.
If the employer published $100,000–$150,000 and you would not accept less than $135,000, hiding that fact until offer stage wastes everyone's time.
If you genuinely do not yet understand the responsibilities, level or total compensation, saying that you want to understand those pieces before narrowing expectations can be perfectly rational.
If you have enough information, a response such as:
"Based on the scope we've discussed, I'd be targeting the upper half of the published range, though I'd want to consider the full compensation package."
communicates useful information without pretending you can identify an exact fair salary before understanding the entire opportunity.
The goal is not to "win" the salary-expectations question.
It is to determine whether an economically viable agreement exists.
Your previous salary is not the value of this job
This distinction matters enormously.
Suppose you currently earn $80,000.
The new role pays $120,000–$150,000.
What are you worth?
Your current salary does not answer that.
The role has a market.
The organization has a compensation structure.
You have relevant capabilities and experience.
Those should be doing the work.
Research on salary-history disclosure helps explain why this matters.
A field experiment involving hundreds of recruiters evaluating more than 2,000 applications found that salary disclosures influenced recruiters' willingness to pay, salary offers and perceptions of candidates' outside options. Recruiters also made inferences when candidates declined to disclose.
Separate research has found that workers continue to volunteer salary information even where employers are restricted from asking for it. In one large U.S. study, 28% voluntarily disclosed salary history, while another 47% indicated they would disclose if enough competing candidates did.
That creates a strange information game.
Candidates worry silence will hurt them.
Employers infer meaning from disclosure.
And previous compensation can become entangled with future compensation even when the jobs themselves are different.
Your strongest reference point is generally the value and scope of the opportunity you are discussing now, informed by credible market evidence.
Not merely what another employer happened to pay you before.
Public wage data is more useful than candidates realize
When you're trying to determine whether a range makes sense, you do not have to rely entirely on crowdsourced salary websites.
The U.S. Bureau of Labor Statistics' Occupational Employment and Wage Statistics program publishes annual employment and wage estimates for approximately 830 occupations, with national, state, metropolitan and industry-level data.
That does not mean:
BLS says this occupation pays $X, therefore I personally deserve $X.
BLS estimates describe labor markets.
They do not know your experience, company size, specialization, equity package, exact responsibilities or individual performance.
But they can help answer:
Is this employer's range remotely consistent with the market I'm operating in?
Location can matter substantially.
For example, BLS reported an average hourly wage across all occupations of $41.50 in the New York metropolitan area in May 2025, compared with $33.54 nationally.
That is not a salary benchmark for your individual role.
It demonstrates why national compensation comparisons without geography can mislead.
When researching pay, match as many dimensions as possible:
occupation,
level,
location,
industry,
company type,
and compensation component.
Then treat the result as a range of evidence.
Not a divine number.
A very wide range deserves a question, not necessarily a rejection
This is another place where internet job-search advice gets overly confident.
You see:
$80,000–$220,000.
Red flag!
Maybe.
New York's official guidance specifically says that a range cannot be so broad that a candidate cannot understand the legitimate compensation the employer is willing to pay, and employers with significantly broad ranges should provide further explanation.
Illinois likewise warns that an extremely broad range may raise compliance questions under its law.
But width alone does not prove deception.
A broad range could reflect:
multiple geographic tiers,
multiple potential levels,
a genuinely broad hiring mandate,
specialized experience premiums,
or an employer attempting to fit several scenarios into one posting.
The appropriate candidate response is not automatically:
Skip.
It is:
Clarify.
If the employer cannot explain the range coherently, that is information.
Watch for multiple jobs hiding inside one salary range
Imagine a posting that says:
Senior / Staff Software Engineer — $150,000–$260,000.
That may actually contain two compensation structures.
Senior:
perhaps one range.
Staff:
another.
If the posting collapses both into a single number, the apparent range may look enormous while being perfectly ordinary within each level.
New York's guidance addresses this directly: where a posting includes different possible seniority levels or geographic locations, employers should provide separate compensation ranges for each opportunity.
Candidates should apply the same logic even where law does not require it.
Ask:
Which level am I being considered for?
Then:
What is the range for that level?
Otherwise you may negotiate against a number belonging to a different job.
Remote work makes this even messier
A remote role might say:
$110,000–$180,000 depending on location.
Now you need another piece of information:
Where does my location fall?
Some organizations maintain geographic pay tiers.
Others use national ranges.
Others anchor pay to headquarters.
Others use local labor markets.
None of those systems can be inferred reliably from the endpoints alone.
So if geography affects pay, ask the recruiter for the range applicable to your location.
Do this before you spend six interviews imagining the national maximum belongs to you.
That isn't pessimism.
It's reducing uncertainty.
Base salary is not total compensation
Another common mistake:
Candidates compare:
Current salary: $130,000
with
New role range: $145,000–$165,000
and conclude the new role is automatically worth $15,000–$35,000 more.
Maybe.
But what happens to:
bonus,
equity,
commission,
retirement contributions,
health insurance costs,
paid time off,
sign-on bonuses,
overtime eligibility,
remote-work costs,
or other compensation?
Different laws require different disclosures.
Washington's rules, for example, require a general description of benefits and other compensation alongside the wage or salary range.
New York's salary-range requirement, by contrast, does not require benefits, bonuses, stock, insurance or other forms of compensation to be included inside the posted salary range itself.
So when you compare opportunities:
base to base
bonus to bonus
equity to equity
benefits to benefits
guaranteed compensation to contingent compensation
Then look at the whole package.
A $160,000 salary with no bonus is not automatically better or worse than $145,000 plus meaningful equity and a 15% target bonus.
You need the rest of the equation.
Here is where pay transparency gets really interesting
Transparency laws were largely designed to improve access to compensation information and reduce information asymmetry.
There is now evidence they may also affect wages.
A November 2025 NBER working paper by David Arnold, Simon Quach and Bledi Taska examined state-level policies requiring salary disclosure in job postings.
Using a difference-in-differences research design, the authors found the laws increased postings containing salary information by about 30 percentage points.
Across three datasets, they estimated wage increases of approximately 1.3% to 3.6% following transparency policies.
They found no evidence in their analysis of reductions in aggregate employment, job postings, or increases in pay dispersion.
Those are causal estimates from the study's design, not a promise that every individual worker receives a 1.3%–3.6% raise because a salary range appears in a posting.
The authors' interpretation is broader:
Pay transparency appears to increase competition in the labor market by giving workers more information.
Information changes bargaining.
That is exactly why candidates should learn to use it.
But transparency can still create new inequality if candidates interpret it differently
This is perhaps the most fascinating finding in the 2026 Cornell research.
Pay transparency is supposed to reduce information gaps.
But if two candidates see the same wide range and react differently to the uncertainty it represents, publishing the number alone may not create equivalent outcomes.
One candidate thinks:
$100,000–$160,000? I'm going for $160,000.
Another thinks:
That range is enormous. I don't know what they'll actually pay. I'll find something more predictable.
If those reactions systematically differ across groups, transparency can produce sorting before anyone negotiates.
That does not mean salary-transparency laws are failing.
The 2025 NBER evidence suggests they can have meaningful labor-market effects, including higher wages.
It means:
Transparency and clarity are not the same thing.
A number can be visible and still be difficult to interpret.
So what should you actually do when you see a salary range?
Don't immediately decide what you "deserve."
Interrogate the information.
Suppose the posting says:
$90,000–$160,000.
Start with five questions:
1. Is this base salary or total compensation?
Determine exactly what the numbers represent.
2. Is this the hiring range or the full employee salary band?
Those can be very different.
3. What determines placement within the range?
Experience?
Location?
Skills?
Level?
Internal equity?
Specialization?
4. Where do new hires typically enter?
This may reveal more than either endpoint.
5. What additional compensation exists outside the range?
Bonus?
Equity?
Commission?
Retirement contribution?
Sign-on?
Now the range becomes useful.
Then determine your own range before the offer arrives
This is important.
Do not wait until someone says:
"We'd like to offer you $112,000."
to decide whether $112,000 works for your life.
Know three numbers before that conversation.
Your walk-away number
Below this, the opportunity does not make economic sense for you.
This number belongs to you.
It may reflect current compensation, expenses, commute, benefits, career risk, relocation, childcare or dozens of other personal considerations.
Your evidence-supported target
Based on:
the published range,
role scope,
your relevant experience,
credible market data,
location,
and the compensation structure,
what outcome can you reasonably support?
This should not be fantasy.
Nor should it be artificially modest.
Your stretch outcome
What higher outcome could you credibly ask for if the organization strongly values your candidacy?
That gives you room to negotiate without making the posted maximum your automatic entitlement.
Do not negotiate against yourself because you're afraid of losing the job
This is easier to say than do.
Especially in a difficult job market.
You reach the final stage.
You want the role.
The recruiter asks:
"Would $115,000 work?"
The posted range was $100,000–$150,000.
You were hoping for $130,000.
Your brain says:
Say yes before they change their mind.
Remember:
A negotiation is not an accusation.
You can be excited about an offer and still ask whether movement is possible.
You can say:
"I'm really excited about the opportunity. Based on the scope of the role and my experience with X and Y, I was targeting something closer to $130,000. Is there flexibility to move in that direction?"
Then stop talking.
The employer may say yes.
No.
Partially.
Or explain why the offer sits where it does.
None of those outcomes means you behaved badly by asking a reasonable question.
And if the company reacts aggressively to a respectful compensation question inside its own published range, you have learned something useful before becoming an employee.
Do not lie about competing offers
There is a difference between leverage and fabrication.
If you have another offer, say so if you want.
If another employer is moving quickly, say that.
If you need a decision by Friday, explain why.
If you do not have another offer, do not invent one.
You do not need fake leverage to justify asking for compensation consistent with the value of the role and your evidence.
A negotiation built on false information creates unnecessary risk.
Your argument should be strong enough without fiction.
And do not confuse negotiation with worth
This is the part candidates rarely hear.
You negotiate $140,000.
The employer says the maximum hiring budget is $125,000.
That does not prove:
You are worth $125,000.
It proves:
This employer is willing or able to pay $125,000 for this particular employment relationship under its current constraints.
Those are not the same thing.
Another company may value the same skills differently.
Another industry may pay differently.
Another geography may pay differently.
Another business may have completely different economics.
Compensation is a transaction between labor supply, employer demand, internal structures, market conditions and individual circumstances.
It is not a score assigned to your value as a human being.
Never let a salary range become one.
The best salary range gives you something more valuable than a number
It gives you decision-quality information.
Can I afford to take this job?
Is this company operating in roughly the market I expected?
Should I invest time applying?
Are our expectations compatible?
What questions do I need to ask?
What would make an offer attractive?
What tradeoffs exist elsewhere in the package?
That is what compensation transparency is supposed to enable.
And this year's research suggests the next step is obvious.
Candidates need more than endpoints.
They need enough context to interpret them.
Until every employer provides that context, you can create some of it yourself.
Ask.
Research.
Clarify.
Compare.
Then negotiate from evidence rather than fear.
Because:
$90,000–$160,000
is not an answer.
It is the beginning of a conversation.
If a hiring process made compensation unnecessarily confusing
PathPair builds free resources for candidates because transparency is part of the hiring experience—not something that begins after you become an employee.
Our Candidate Experience Assessment can help you evaluate an actual hiring process separately from whether you received the job.
That distinction matters here too.
An employer can offer less money than you wanted and still run a transparent, respectful compensation process.
Another can eventually offer you excellent money after forcing you through weeks of avoidable ambiguity.
Outcome and experience are different things.
Being able to tell the difference makes you a better evaluator of employers—not merely a better applicant.
SOURCES & FURTHER READING
Lee, Alice J.; Park, Tae-Youn; Chang, Sungyong — “The Implications of Pay Range Transparency on Job Application Preferences and Negotiations” — Journal of Applied Psychology, February 2026.
The central new peer-reviewed research for this edition. Four studies examined range width, application preferences, negotiation behavior and an intervention providing greater compensation context.
Read the research paper via Cornell ILR
Cornell ILR School — “Job Listings With Wide Pay Ranges May Deter Female Applicants” — March 4, 2026.
Accessible research summary explaining the study design and implications.
Read Cornell's research summary
Arnold, David; Quach, Simon; Taska, Bledi — “The Impact of Pay Transparency in Job Postings on the Labor Market” — NBER Working Paper 34480, November 2025.
Difference-in-differences analysis of state pay-transparency policies and their effects on disclosure, wages, employment and job postings.
Read the NBER research summary
U.S. Bureau of Labor Statistics — Occupational Employment and Wage Statistics.
Primary federal source for occupational wage estimates across national, state, metropolitan and industry labor markets.
Explore BLS occupational wage data
New York State Department of Labor — Pay Transparency Act Guidance.
Primary state guidance explaining good-faith ranges, remote-work applicability and treatment of broad ranges, multiple locations and seniority levels.
New York pay-transparency guidance
Illinois Department of Labor — Equal Pay Act Salary Transparency Guidance.
Primary state guidance explaining compensation-and-benefit disclosure requirements and expectations for posted ranges.
Illinois pay-transparency guidance
Massachusetts General Laws c.149 §105F — Pay Range Disclosures.
Primary legal source for Massachusetts' pay-range requirements effective October 29, 2025.
Massachusetts pay-range law
Agan, Amanda; Cowgill, Bo; Gee, Laura — “Salary History and Employer Demand: Evidence from a Two-Sided Audit.”
Field experiment involving recruiters and more than 2,000 applications examining how salary disclosure affects employer perceptions, willingness to pay and offers.
Read the Upjohn Institute research
