What the Salary Range in a Job Posting Actually Tells You (and What It Doesn’t)

You finally found it. The job posting that checks every box. The role sounds perfect, the company seems solid, and best of all, the salary range is right there in black and white.

So you know exactly what you’re going to make, right?

Not even close.

That salary range sitting at the bottom of the job posting is one of the most misunderstood pieces of information in the entire hiring process. Most job seekers treat it like a menu with fixed prices. But in reality, it’s more like an opening offer at a negotiation table where the rules aren’t posted anywhere.

And here’s the part that might surprise you: new research from Cornell University suggests that the way salary ranges are structured could actually be working against certain job seekers, particularly women, by subtly influencing who applies, how they negotiate, and what they ultimately accept.

Let’s break down what that number on the job posting really means, what it hides, and exactly how to use it to your advantage instead of letting it use you.

Why Salary Ranges Exist in the First Place

Before you can decode a salary range, it helps to understand why companies post them.

In many cases, they don’t have a choice. About 15 states now have laws requiring companies to include salary information in job postings, and that number keeps growing. Check out our 2026 pay transparency map to see whether your state requires it.

These laws were designed with good intentions. The idea was simple: if everyone can see what a job pays, it becomes harder for employers to lowball candidates based on their gender, race, or previous salary history.

And to some extent, it’s working. Research from the National Bureau of Economic Research found that pay transparency laws have increased wages by 1.3% to 3.6% overall. That’s real money in people’s pockets.

But here’s where things get complicated.

The Cornell Study That Changes Everything

A new study from Cornell University, covered by Marketplace, found something that should make every job seeker sit up and pay attention.

The research, led by assistant professor Alice Lee, discovered a troubling pattern in how people interact with salary ranges on job postings.

Here’s what the study found:

• Women, who tend to be more financially risk-averse on average, disproportionately apply to postings with narrow salary ranges
• After applying to narrow-range postings, candidates feel more satisfied with average offers and are less motivated to push for more
• Those same candidates are less likely to initiate salary negotiations at all
• When they do negotiate, they make lower initial requests, which leads to lower final offers

In other words, a narrow salary range creates a psychological anchor that suppresses negotiation behavior. And because women are more likely to self-select into those narrow-range postings, the pay gap that transparency laws were supposed to close could actually get wider.

Interview Guys Tip: A narrow salary range on a job posting is not the employer saying “this is all we can pay.” It’s often a strategic choice designed to attract a specific type of candidate. Don’t let a tight range trick you into thinking there’s no room to negotiate. There almost always is.

What the Numbers on a Job Posting Actually Mean

Let’s get practical. When you see a salary range like “$75,000 to $95,000,” here’s what’s really going on behind the scenes.

The bottom number is typically the minimum the company has budgeted for someone who meets the basic qualifications. Think of it as the “we’ll hire you, but you’re still proving yourself” number. In many cases, it’s also tied to internal pay bands that HR uses to keep compensation consistent across the organization. If you want to understand how those bands work, our guide to role-based pay bands breaks it down.

The top number is usually reserved for candidates who bring extra experience, hard-to-find skills, or a track record that makes the hiring manager’s life easier. But here’s the thing most people miss: the top of the posted range isn’t always the actual maximum. Companies sometimes have flexibility above the posted ceiling for exceptional candidates.

The middle of the range is where most offers land for candidates who are qualified but not exceptional. It’s also where many candidates anchor themselves without realizing it. They see the range, mentally calculate the midpoint, and subconsciously decide that’s “fair.”

That’s a costly mistake.

Why Wide Ranges and Narrow Ranges Send Very Different Signals

Not all salary ranges are created equal, and the width of the range tells you something important about the role and the company’s approach to compensation.

Wide Ranges ($130,000 to $490,000)

Yes, ranges that wide actually exist. The Marketplace article highlighted a real Indeed posting with that exact spread. Wide ranges often indicate:

• The role spans multiple experience levels (junior through senior)
• The company is accounting for geographic pay differences across locations
• There’s a significant variable compensation component like bonuses, equity, or commission
• The company is trying to technically comply with the law without giving away useful information

A wide range is essentially the company saying, “We’ll figure out your pay after we see what you bring.” That’s not necessarily bad news for you. It means there’s room for a strong negotiator to push toward the higher end.

Narrow Ranges ($82,000 to $88,000)

According to the Cornell research, narrow ranges are where things get psychologically tricky. They feel safe and predictable. You know roughly what you’ll make, and that certainty is comforting.

But that comfort comes with a hidden cost. Narrow ranges tend to:

• Suppress negotiation behavior because the range feels “settled”
• Attract risk-averse candidates who value certainty over upside
• Create a false sense that the posted range is the only possible outcome

The research found that candidates who applied to narrow-range postings were more satisfied with average offers and less likely to negotiate. That satisfaction sounds like a good thing, but it’s actually leaving money on the table.

Interview Guys Tip: When you see a narrow salary range, your first instinct might be to feel relieved that you “know what the job pays.” Fight that instinct. A narrow range is where the most negotiation leverage hides, because most of your competition won’t even try.

How to Actually Use a Salary Range to Your Advantage

Now that you understand what salary ranges really communicate, here’s how to use that knowledge strategically.

1. Research the Range Before You React to It

Before you decide whether a salary range is generous, competitive, or insulting, you need context. A range of $85,000 to $100,000 might be fantastic for one market and below average for another.

Use salary research tools like Glassdoor, Levels.fyi (for tech), or the Bureau of Labor Statistics to understand where that range falls relative to the market. If you need help figuring out what a job should pay when there’s no range listed at all, our salary decoder tool can help.

2. Never Anchor to the Midpoint

Most candidates look at a range and mentally settle on the middle as the “realistic” number. That’s exactly what many employers expect you to do. Instead, determine your target number based on the value you bring, and use the range as a reference point rather than a boundary.

If you bring 8 years of experience to a role that technically requires 3, your target should be at or above the top of the range, not the middle.

3. Prepare Your Value Case Before Salary Comes Up

This is where most people stumble. They wait until the offer stage to start thinking about negotiation, when the best time to build your case is during the interview itself.

Every time you give a strong answer, share a relevant accomplishment, or demonstrate a skill they need, you’re building the justification for a higher offer. By the time salary discussions happen, your value case should already be made.

For a step-by-step approach to handling the money conversation during interviews, check out our guide on what to say when asked about salary expectations.

4. Ask the Right Questions About the Range

One of the most powerful things you can do is ask the employer to explain their range. Alice Lee’s research at Cornell specifically found that when employers provide contextual information alongside the range, it reduces the ambiguity that leads to weaker negotiations.

Try questions like:

• “Can you help me understand where someone with my background would typically fall within this range?”
• “What would a candidate need to bring to the table to earn an offer at the top of this range?”
• “Does this range include total compensation, or is this base salary only?”

These questions accomplish two things. They give you information you can actually use, and they signal that you’re taking the compensation conversation seriously.

5. Don’t Let the Range Stop You From Applying

Here’s something hiring managers won’t always tell you: the posted range is often flexible, especially for strong candidates. According to SHRM research, 82% of U.S. workers are more likely to consider applying to a job that lists a pay range. That’s a good thing for employers trying to attract talent.

But the flip side is that job seekers sometimes see a range that feels slightly below their expectations and skip the posting entirely. If the role is right, the company is strong, and the range is in the ballpark, apply anyway. You can negotiate the number. You can’t negotiate if you never get to the table.

The Gender Gap Problem Nobody’s Talking About

The Cornell study raises a question that deserves serious attention. If pay transparency laws are creating conditions where risk-averse candidates (disproportionately women) self-select into lower-paying scenarios, what should change?

Alice Lee’s research points to a few promising solutions.

Better regulation of range width. New Jersey’s pay transparency law has capped the width of posted ranges at 60% of the minimum salary. That prevents the absurdly wide ranges that render transparency meaningless while still giving employers reasonable flexibility.

Context alongside the numbers. Simply posting a range without explanation creates the ambiguity that drives the behaviors the study identified. When employers explain what determines where someone falls within the range (experience, certifications, specialized skills), candidates of all backgrounds can make more informed decisions.

Structured negotiation processes. Companies that use standardized negotiation frameworks, where every candidate gets the same information and the same opportunity to discuss compensation, tend to produce more equitable outcomes than companies that rely on individual bargaining.

For more on what the research says about negotiation tactics that actually work, check out our deep dive where we reviewed every salary negotiation study.

Interview Guys Tip: If you’re a woman (or anyone who tends to be risk-averse with money), be especially intentional about not letting a narrow salary range lower your expectations. The research is clear that this is where the gap widens. Counteract it by preparing a specific number backed by market data before you ever see the job posting’s range.

What to Do If There’s No Salary Range at All

Not every state requires salary transparency, and plenty of employers in states with these laws still find ways around them. If you’re looking at a posting with no salary information, you’re not stuck.

Start by doing your own market research using the tools mentioned above. Then, when the employer asks about your salary expectations (and they will), use a strategy that keeps your options open without pricing yourself out.

We’ve got a complete breakdown of how to handle that conversation in our guide to negotiating salary with zero experience, which works just as well for experienced candidates who don’t have range information to work with. And if you’re negotiating through email, our salary negotiation email templates give you word-for-word scripts you can customize.

The Bottom Line

Salary ranges on job postings are a tool. Like any tool, their value depends entirely on how you use them.

Used passively, they become an anchor that limits your earning potential. The Cornell research proves that: candidates who treat the range as a fixed boundary end up negotiating less, asking for less, and earning less.

Used strategically, they become valuable market intelligence. They tell you what the company has budgeted, how they think about the role, and where there’s room to push for more.

Here’s what we’d recommend:

• Treat every salary range as the beginning of a conversation, not the end of one
• Do independent research so you know whether the range is competitive before you react emotionally
• Build your value case throughout the interview process so the negotiation feels like a natural conclusion, not a confrontation
• Ask the employer to explain the range, because context turns ambiguous numbers into actionable information
• Never let a narrow range suppress your negotiation instincts, especially now that research confirms this is a real and measurable trap

The salary range on that job posting is telling you something. Just make sure you’re reading the whole story, not just the first page.