A salary-by-state figure describes pay for a defined group in one state. Before using it, identify the occupation, source, data year and statistic. A statewide median is not your likely first offer, take-home pay or the salary increase caused by a certificate.
How the number is calculated
A source may report a mean, median, percentile or advertised range. Those are different measures:
| Measure | Meaning | What it does not establish |
|---|---|---|
| Mean | Total pay divided by the relevant worker count, with survey weighting where applicable | The pay of a typical individual |
| Median | The midpoint of the wage distribution | Starting pay or a minimum |
| 10th percentile | A point near the lower end of the distribution | An entry-level pay floor |
| Posted range | What an employer advertises for an opening | A completed offer or the pay of every current worker |
For a simple fictional example, five annual salaries of $40,000, $45,000, $45,000, $50,000 and $120,000 have a $60,000 mean but a $45,000 median. Neither is an arithmetic error. The high salary affects the mean more than the median. Real survey estimates may use weights; do not reproduce a published statewide estimate by averaging a few job advertisements.
The word “average” is sometimes used loosely. Find the actual statistic in the source rather than assuming it means the median or the arithmetic mean.
Check what the source counts
BLS Occupational Employment and Wage Statistics uses employer survey data to estimate wages for occupations and geographic areas. Its estimates are not a survey of graduates from a particular certificate program. Its wage coverage also differs from total compensation and does not include self-employed workers.
An advertised job-pay database measures a different population from an employer wage survey. Likewise, an all-worker state figure mixes occupations: it cannot tell you what a pharmacy technician or electrician should earn in that state. A state labor dashboard may republish another source rather than provide independent corroboration.
Record these details beside any number you compare:
- source and observation year, which may differ from the page’s update date;
- occupation title and code, plus whether the duties match the role;
- state, metro or other geographic boundary;
- hourly or annual basis and the statistic used;
- included workers, omitted groups and available uncertainty information.
Compare like with like
Use the same occupation, year, statistic and pay basis for both locations when possible. Do not compare a state’s annual mean with another city’s hourly median and attribute the difference to geography. A metro area can extend beyond a city’s boundaries or across state lines.
More local data may fit a move better, but it is not automatically more precise. Check suppressed values, sample limitations and whether the category describes the job you want. The state-versus-city guide explains how to choose the geographic scope.
To annualize an hourly rate, multiply by the paid hours you expect for the year. The common 2,080-hour calculation assumes 40 hours for 52 paid weeks. It can mislead for unpaid breaks in employment, variable schedules or overtime. Use the hourly-versus-annual guide and wage comparison tool to make those assumptions explicit.
Use the benchmark to ask better offer questions
Ask the employer for guaranteed pay, scheduled hours, variable compensation, benefits and the location rule that applies to your role. A remote employer may set its own geographic bands; your home state’s median does not establish the offer.
For a move, compare expected take-home income with actual housing, commute and other household costs. Keep moving deposits and upfront training expenses separate from recurring monthly costs. The monthly cash-flow comparator helps compare your supported amounts, while the offer guide keeps benefit and schedule differences visible.
A useful benchmark helps identify questions and evaluate an offer. It cannot guarantee a particular wage, demonstrate that a course caused a pay increase, or replace written employment terms.