The Posted Salary Range Decoder, Band Shape by Band Shape

You are looking at a range printed on a job posting and you want to know what it actually tells you: about the role, the level, and where an offer would land if you got one. This is a lookup document for job seekers scanning many postings who need to classify a band shape, read what it proves and how it misleads, and move on. Jump to the row you need. You do not have to read this in order.

The top-ranking advice on this topic tells you wide ranges exist and then says "do your research." That is not usable mid-task. What follows maps each band shape to what it proves, how it lies, and the offer point to expect inside it, so you can decide before you spend an application.

What a posted range actually is, before you read the shape

A posted range is a claim, not a fact, and it is right about two times in three. In Glassdoor's analysis, 67 percent of employer-provided ranges had actual salaries that fell inside the range, meaning roughly a third did not. Of the misses, 22 percent of real salaries fell below the posted range and 11 percent landed above it.

So the first mental correction is to stop treating the printed band as ground truth. It is an employer's estimate, shaped by what the law requires, what the market will bear, and what the company wants the applicant pool to look like. Every band shape below is a different mix of those three forces.

Two more baselines set the frame. Glassdoor's average posted range spanned at least $15,000 with a starting point of $61,000, so a five-figure spread is normal and tells you little on its own. And precise, exact-figure pay is rare: the share of salary-advertising jobs posting an exact number fell from 38 percent in April 2019 to 20 percent in April 2021, and only about 10 percent of all US postings note an exact pay level. Most of what you read is a range by design.

Where you sit legally changes what the range is obligated to mean. As of 2026, roughly fourteen states plus DC require the range in the posting itself, with thresholds from 4 employees in New York to 30 in Minnesota. Where disclosure is mandated, a good-faith standard applies: the range is supposed to span pay the employer actually believes it will offer. Where it is voluntary, no such discipline binds it. Knowing which you are reading is step one below.

The band shapes, one row per pattern

Here is the core lookup. Each shape is defined by an arithmetic tell, carries a distinct meaning, and misleads in a specific way. Classify the posting into exactly one row.

The spread threshold is the workhorse here. Real one-level bands are typically 20 to 30 percent wide. A spread of 40 percent or more mechanically implies either the title is ambiguous about level or the company is satisfying a transparency requirement without committing. You can infer role ambiguity from arithmetic alone, before you read a word of the description.

The most common misread is treating a wide band as flexibility. A "$100K to $150K" posting does not mean you can push to $150K. When the offer arrives at $135K, applicants feel cheated, but $135K was never yours to reach; it was the top-of-level marker for a role you were screened into at a lower rung. Wide bands correlate with lower perceived trust, too: in Kuhn's work in the Journal of Applied Psychology, a very wide advertised range makes an organization look less trustworthy on average.

Where the offer lands inside the band

Assume the offer lands in the bottom third of the posted range, not at the midpoint. This single correction fixes the most expensive misread in the whole exercise.

The evidence is consistent. Over 60 percent of actual salaries fall below the median of their pay range. Employers commonly start new hires 10 to 15 percent below the salary midpoint. And companies usually aim to hire within the 50th to 75th percentile of their internal range, which is often narrower than the band they publish. Put together, these push your expected offer down and left, away from the top number that draws the eye.

The figures above use a $100K to $150K band as a worked example: midpoint $125K, a 10 to 15 percent below-midpoint start of about $106K to $112K, and a bottom-third mark near $117K. Your posting will differ, but the shape holds.

Two facts explain why the below-midpoint start persists as a default rather than an accident. First, some employers set the minimum and maximum at 75 and 125 percent of midpoint, so the posted floor is a real hiring rate, not a throwaway. Second, around 59 percent of job seekers accept the first offer without pushing back. Non-negotiation is the employer's structural advantage; the range makes the below-midpoint start invisible, and most applicants let it stay invisible.

Supply is the floor under your leverage, not the title

Your negotiating floor is set by how many people can do the job, not by the seniority word in the title. A "senior" posting can draw from a huge pool, which weakens the leverage the label implies.

Refolk's index makes this concrete for software engineering. The US Senior Software Engineer pool is far larger than the Staff pool, so a narrow-and-senior posting is fishing in a deep pond, not a scarce one.

The Senior pool is about 5.6 times the Staff pool. That is why a narrow-and-senior band should not read to you as automatic leverage: the employer knows the supply is large. Genuine leverage in that shape comes from your validated market data and a competing process, not from the word "senior."

Geography moves the same lever. The identical title has very different supply across markets, which is context for why comparable postings price and negotiate differently.

US supply for the identical title is nearly twelve times Germany's. When you compare a range across borders, you are comparing two different supply-demand pictures, not two versions of the same market.

If you want to gauge the real supply behind a band before you apply, you can search the pool directly rather than guessing from the title.

The seven-step decode

Run this on each posting. It is ordered so you can drop non-fits before spending research time; some sources put market research first, but classification-first lets you clear twenty postings faster.

The cross-check step is where a claim becomes footing. When two or three independent sources point to the same range, you have real ground to stand on; a figure backed by three sources carries far more weight in a negotiation than the posted band ever will. If the posting says "$80K to $100K" but external data shows most people in that role and location earn $70K to $85K, the posted range is optimistic and you should price the role off the external picture.

This is also where tailoring pays off. Once you have a target level and a validated number, Refolk writes your resume from your own history, tailors it to each posting, and scores how well you actually fit, so you spend applications only on bands your validated numbers can support.

How this goes wrong: the false positives

Most bad reads of a posted range come from a small set of predictable traps. Each has a tell and a check.

Midpoint anchoring

You assume the offer lands mid-range. Over 60 percent of salaries fall below the median. Check: default to the lower half unless you hold a competing offer.

Wide range read as flexibility

You see "$100K to $150K" and read it as "I can push to $150K." The offer comes at $135K and you feel cheated, because the top was a different level's marker. Check: ask what level the range is calibrated for before you apply.

Compliance-wide versus honest-wide confusion

A 40 percent-plus spread can be a genuine multi-level role or bad-faith padding, and arithmetic alone will not separate them. Check: the level question surfaces the difference, because a legitimate company gives a clearer answer and a padding company does not.

Trusting the posted range as ground truth

The band is a claim that is wrong a third of the time. Check: validate against two or more independent external sources before you let the printed numbers set your expectations.

Variable-comp roles

Ranges for tipped and commission roles are the least accurate, because listings sometimes advertise total pay as if it were base. Beauty workers and drivers rely on tips; sales managers, account executives, and underwriters carry high commission. Check: separate base from total before comparing anything.

Narrow band read as no negotiation

A tight band tricks you into thinking there is no room. There almost always is, unless it is a true single fixed rate. Check: negotiate on validated market data, not on the width of the printed band.

Open-ended or "competitive/DOE"

"Up to $60K," "$30K+," "competitive," and "DOE" fail the good-faith standard in strict states, and Colorado's guidance explicitly rejects open-ended phrases. Check: treat these as a non-disclosure and request the actual range.

The legal frame, and what "meaningful range" means

Where a range is legally required, it is bound by a good-faith test, not a numeric width limit. There is no published maximum permissible spread; the discipline comes from regulator pushback and litigation risk on extremes.

Colorado's standard is representative: a posted range may run from the lowest to the highest pay the employer in good faith believes it might pay, and it must reflect pay the employer actually expects to offer rather than open-ended phrases. A $50,000 to $500,000 posting for a single role draws pushback in California, New York, and Washington precisely because it fails that good-faith read. So an absurdly wide band is a soft signal of a non-committal or non-compliant employer, not a generous one.

The enforcement lever is real money. NYC allows up to $250,000 per uncorrected violation. Washington's law let applicants seek $5,000 in statutory damages per noncompliant posting, and more than 300 class actions were filed there since June 2024, though correcting a posting within five business days blocks penalties. Delaware violations run $500 to $10,000 each. Fixed-wage roles get a carve-out: Washington clarified that for fixed-wage positions an employer may disclose the single wage rather than a scale, which is why a lone number is legitimate rather than evasive.

For you as a reader, the practical takeaway is narrow. In a mandated-disclosure state, a coherent range means something and you can hold the employer to it. In a voluntary state, or on a "competitive/DOE" line, you have no such backstop and should push for the actual number at the recruiter screen.

The level-clarifying question, ready to send

The single highest-leverage move in this whole process is asking which level the range is calibrated for. It resolves multi-level ambiguity, separates honest-wide from compliance-wide, and lets you compute an offer estimate that means something.

Thanks for setting up the conversation. Before we talk, one quick calibration question so I come in with the right expectations.

The posting lists a range of [LOW] to [HIGH]. Is that range calibrated for a single level, or does it span more than one? And for the level you are hiring into for this role, roughly where in that band does a typical offer land?

I ask so I can be direct about fit and comp from the start rather than discovering a mismatch three rounds in.

A legitimate employer answers this cleanly. A padding or bad-faith posting gets vague, and that vagueness is itself your answer.

Keep it current: your walk-away and your sources

Two inputs drift, and stale inputs quietly corrupt every decode. Re-check them on a schedule rather than trusting last quarter's numbers.

First, your walk-away number. It is the floor you screen the band against in step six, and it moves with your expenses, your competing options, and the market. Set it explicitly and revisit it whenever your circumstances change, not when a posting tempts you to lower it.

Second, your external market sources. Salary data moves, disclosure laws change effective dates, and thresholds shift. Maine and Virginia enacted disclosure requirements in 2026, and Connecticut moves to proactive disclosure on October 1, 2026. When a range surprises you, re-pull the role and location from at least two independent sources before you conclude the posting is generous or stingy.

Run the decode as a filter, not a ritual. The goal is not a perfect read of every band; it is to drop the postings whose shape and floor cannot work before you write a word, and to walk into the rest with a number you can defend from three sources rather than from the printed range.