Salary benchmarking for employers
A useful salary benchmark begins with a decision, such as setting the base range for a particular US hiring role. It does not begin by collecting the largest salary number you can find. Define the job and measurement, inspect the available evidence and document how it informs your range alongside internal pay decisions.
Define the role and pay measure before selecting a cohort. Keep source limits and internal decisions visible in the range-setting process.
Define the work you are pricing
Describe the role’s responsibilities, required skills, experience expectations, decision authority and management scope. Record the work location, remote-pay policy, employment arrangement and currency. Map titles using actual duties rather than assuming that a senior title has the same meaning across employers. Keep the job description with the benchmark so later reviewers understand the intended comparison.
Specify the decision’s pay basis: base salary, hourly wage, target cash or a defined total package. If you need several measures, create separate views. BLS OEWS wages include some incentives and tips, so that source’s wage concept is not interchangeable with pure base pay. Employer compensation cost, which includes benefits, is another distinct measure.
Select evidence that can answer the question
Look for a matching occupation, location, level definition and period. Inspect whether each source contains employee reports, survey estimates, employer-posted ranges or offered wages in administrative filings. Keep those evidence types separate. A posting midpoint is a calculated hiring-range reference, while a filing wage describes a stated employer application; neither is automatically realized employee compensation.
Document sample coverage and freshness. A retrieval date may differ from the compensation period. Do not sum overlapping aggregate denominators or interpret record counts as verified employee counts. If the narrow cohort is too sparse, describe the broader comparison you use and why it is relevant, rather than inventing a local percentile from unsupported data.
Interpret the benchmark before choosing a range
Review the distribution and method, including whether a figure is a mean, median or percentile. A chosen percentile describes a position in that source cohort; it does not automatically represent the right salary for your business or an individual candidate. Consider job scope, internal comparable roles, budget and the structure of variable pay together.
Write down how the proposed minimum, midpoint and maximum relate to responsibilities and progression. Test whether current employees in substantially comparable work need review when a new hiring range changes. Pay equity and posting requirements depend on the applicable rules; check current official guidance for your locations and involve the appropriate internal or external advisers in those decisions.
Leave a decision record that can be updated
Save the cohort definition, sources, dates, measurement and limitations with the approved range. Assign an actual owner and a future review point based on your process. Keep a record of exceptions and their job-related rationale. When evidence changes, compare compatible periods and cohorts; a change in source mix can look like a market change even when it is only a measurement change.
Use Wages’ employer offering to explore supported coverage and discuss an employer pilot. A public benchmark does not itself establish licensing rights to underlying records, and a pilot inquiry does not grant export or redistribution permissions. Review the available terms for your intended use. The goal is a range-setting process that another person can inspect and repeat with the same evidence.
A proposed hiring range is a decision, not a market statistic
Illustrative USD planning exercise: an employer proposes $90,000 minimum, $100,000 midpoint and $110,000 maximum for a defined annual-base role.
| Range reference | Proposed amount | Relationship to midpoint |
|---|---|---|
| Minimum | $90,000 | 90% of midpoint |
| Midpoint | $100,000 | 100% of midpoint |
| Maximum | $110,000 | 110% of midpoint |
| Candidate at $95,000 | $95,000 | 95% compa-ratio |
Illustrative compa-ratio: $95,000 ÷ $100,000 × 100 = 95%. Range spread: ($110,000 − $90,000) ÷ $90,000 × 100 ≈ 22.2%.
This proposed range is invented for arithmetic. It is not a Wages market recommendation, a percentile claim or a legal compliance assessment.
Common questions
Can I benchmark by job title alone?
Use the duties, scope, location and pay definition too. Identical titles can describe materially different work.
Does the market median determine our hiring range?
It provides context for a defined cohort. Range setting also requires documented role, internal-pay and business decisions.
Does access to a benchmark grant redistribution rights?
No. Check the applicable source and product terms for the intended use; public visibility is not an automatic license to redistribute underlying records.
Further reading
These official sources explain the definitions and requirements discussed above. The guide’s calculations are original illustrative examples from Wages.fyi.
- Bureau of Labor Statistics: what OEWS wages include
- Bureau of Labor Statistics: employer compensation costs and benefits
- California Labor Commissioner: pay transparency and posted pay scales
- U.S. Department of Labor: foreign labor certification disclosure data and record layouts
Citation: Wages.fyi, “Salary benchmarking for employers,” published October 13, 2026.
Start with the coverage your hiring decision needs
Explore the employer pilot and describe the roles, locations and pay measures you want to evaluate.