$70,340top of the range nationally · middle $50,440 / yr
AI augments this role
Floor Sanders in the United States earn a median of $50,440 a year. Pay starts near $37,070. Pay reaches $70,340 at the top of the range nationally. No single state has enough people in this job for a state figure to be meaningful.
Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025 (Floor Sanders and Finishers, SOC 47-2043). Last checked 9 September 2026.
Entry level
$37,070
Top of the range · nationally
$70,340
Education
High school diploma + training
Wages — U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025 (Floor Sanders and Finishers). Top of the range is the national figure; no single state has enough people in this job to quote one. AI-impact rating is PayCrunch's editorial assessment. Updated September 2026.
🆕 New & Trending AI Tools for Floor SanderReviewed September 2026
We track new AI-tool launches every week and refresh this list — here’s what’s gaining traction for Floor Sander work right now.
NotebookLMNEWFree / $7.99 mo
Google tool that answers questions grounded only in the documents you give it — with citations.
How a Floor Sander uses it: load a service manual, hallmark reference, or pattern notes and ask questions that stay on the document
ChatGPTFree / $20 mo
AI assistant for work orders, client explanations, and bench-trade study in plain language.
How a Floor Sander uses it: draft a work order, explain a repair option, or quiz certification material — then confirm with the piece in front of you
ClaudeFree / $20 mo
AI assistant known for careful writing and long-document analysis.
How a Floor Sander uses it: turn messy intake notes into a clear estimate or repair write-up
JobberPaid / see site
Field-service platform with AI assist for quoting, scheduling, and invoicing mobile jobs.
How a Floor Sander uses it: book custom work, send reminders, and invoice from the bench
Canva AIFree / $13 mo
Design platform with AI text-to-image, writing, and one-click layouts.
How a Floor Sander uses it: make a simple portfolio post, care card, or shop sign without a designer
Google GeminiFree / $20 mo
Google's AI assistant with image understanding, built into Search and Workspace.
How a Floor Sander uses it: photograph a hallmark, stamp, fabric, or worn part and get a reading to verify against your references
Microsoft CopilotFree / $30 mo
AI built into Word, Excel, PowerPoint, Outlook, and Teams.
How a Floor Sander uses it: write documents, build spreadsheets, and summarize meetings inside Office
PerplexityFree / $20 mo
AI search engine that answers with live, cited web sources.
How a Floor Sander uses it: get fast, sourced answers to current questions instead of scrolling search results
The furniture is in the garage, the vents are taped, and the first machine is loud enough that the conversation moves to the porch. A floor sander refinishes wood floors: sanding them flat and clean, then building a finish the household can walk on. The work happens in someone's home, a gym, a shop floor, or an empty apartment between tenants. Dust, edges, and the coats are the day. You leave a floor that looks even when the light hits it from the window.
A lived-in house, and the dust you owe it
The visit starts before the sander is plugged in. You look at the wood. How many times it has been sanded already. Whether the boards are loose, cupped, or stained by a pet or a leak. Whether nails sit proud and will tear the abrasive or throw a spark. A floor that is too thin to sand again needs a different conversation, one about replacement of boards or of the whole floor, and you should have that conversation before you have turned the first room into a construction site. Quoting a refinish on a floor that cannot take it is how this trade gets a bad name.
Protection is part of the craft, not a courtesy. Dust from old finish and from bare wood travels into closets, into the return air, and into the next room's upholstery if you let it. You seal doorways, you cover what cannot be moved, and you use the dust collection the machine allows. You tell the household what to expect: noise, a smell while coats cure, and a stretch of time when the floor cannot take shoes or furniture. People forgive a loud day. They do not forgive a white film on a piano you said you would protect.
Then the machines. A drum or belt machine takes the field of the floor. An edger takes the border the big machine cannot reach. A hand scrape or a small detail tool takes the corners and the spots around a radiator or a stair return. You keep the big machine moving so it does not dish a valley into the wood. You overlap passes so the room reads as one surface, not as stripes that appear at sunset. Changing abrasive as the floor gets finer is the difference between a floor that looks sanded and a floor that looks finished. Rush the grit sequence and the coats will telegraph every scratch you left behind.
Stain if they want it, then the coats
Color is a choice the customer makes, with your guidance about what this species of wood will actually do. Some woods take a stain evenly. Some blotch. A sample on a board you will not leave in the middle of the room saves an argument later. You apply the stain the manufacturer sold, in the way the label and your shop already use, and you wipe what should be wiped so the color does not sit as a film. This is not a chemistry bench. You are not inventing a blend in the garage. If a product needs a specific companion product, you buy that companion, you read the label, and you follow it. A homemade shortcut is how a floor peels in month six and how a lawsuit learns your name.
Finish goes on in coats, with time between them and often a light sanding so the next coat has something to hold. The product might be one the household chose for looks, for how it wears, or for how strong it smells while it cures. Your job is even coverage, clean edges, and a cure the family respects. Walking on a coat too soon, or dragging furniture across it because the truck has another job, is the defect you cannot sand out without starting over. Tell people the truth about the wait. Build it into the schedule when you quote, so you are not bargaining with a wet floor at dusk.
The last hour is the one customers remember. Dust off the trim. Pull tape without tearing paint. Walk the floor at a low angle and fix what you can still fix. Explain how they should clean it after it has cured, in the words the finish maker uses, not in a folk method you heard once. A referral lives in that conversation. So does the call back. Crews that vanish when the last coat goes down spend the next year replacing the work they were too rushed to explain.
How people actually learn the machines
There is no national licence that says you may sand a wood floor. Most places do not issue a personal occupational licence for this work. A contractor registration, where a city or a state requires one for the business, is a business matter and it varies. Ask before you pull permits or print a truck sign. Do not assume the rules you learned in one town travel. Manufacturer classes and dealer demos will show you a product. They will not, by themselves, teach you how a 90-year-old floor behaves under a drum. That comes from a crew.
The usual path is helper on someone else's jobs. You carry machines, you tape, you run the edger when they trust you, and you watch how the lead reads a floor before quoting. You learn which abrasive to reach for, how to keep the cord out of the drum, and how to talk to a homeowner who is anxious about the dust. Pay attention to the repairs: a board that has to be replaced, a squeak, a stair nosing. Refinishing is more than making the middle of the room shiny. The people who get their own van are the ones who can see the whole floor, including the parts that should not be sanded.
Keep the machines you are trusted with in better shape than you found them. A dull setup, a torn cord, and a sander dumped in a truck still full of dust are how helpers stay helpers. When you are allowed to run the big machine, practice on a floor the shop can afford to have you practice on, not on a customer's living room on day one. Speed comes after evenness. Customers cannot see how fast you were. They can see a gouge every time they walk to the kitchen.
Shops, crews, and the homeowner who called
Work comes from flooring shops that sell the sanding as part of a project, from painting and remodeling contractors who do not want to own the machines, and from crews that book homeowners directly. Gyms, theaters, and apartments between leases are the commercial side: larger floors, tighter schedules, and a facilities person instead of a family. Residential work is where the dust control and the manners matter as much as the sheen. Read which one a posting actually is. "Floor finisher" on a board can mean this trade, and it can mean someone who only applies a coat on new wood somebody else laid. Ask.
Hiring is local and skeptical. A shop wants to see that you can run an edger without burning the border, that you show up when the house is empty and the key is in a lockbox, and that you will not vanish mid-job for a higher day rate. Bring photos of floors you sanded, with permission, and be ready to say what was already wrong with the floor. A portfolio of only perfect new oak tells them nothing about judgment. If you are new, say you are a helper who wants to run the machine, and accept a wage that matches that. Pretending to be a lead on photos from a crew you only carried for is a short career.
Ask the employer who pays for abrasive and finish, who owns the machines, and who talks to the customer when the color is wrong. A crew that hands you the homeowner's anger and none of the quote is using you as a buffer. Ask how they schedule cure time. A shop that books furniture delivery on the same afternoon as the last coat will teach you bad habits and then blame you for the prints. Benefits are uncommon on small crews and more likely at a larger commercial shop. Either can be a fair start if the floors you touch are teaching you.
From the helper's edger to your own jobs
The first promotion is trust. You edger a whole room without a burn. You are left to finish a small empty apartment. You quote a simple refinish while the owner listens. None of that requires a new title. It requires floors that did not generate a complaint. Keep notes on what you did, in case a call-back comes: which product, how many coats, what the wood was. Memory is a poor warranty file.
Lead on a crew means you own the quote and the result. You decide the floor can be sanded, you set the sequence, you manage the helper, and you are the voice the household calls. Some leads stay employees because the machines, the insurance, and the schedule are enough to think about. Some open a truck of their own. Owning the work means owning the complaints, the slow weeks, and the tax registration, not only the sheen in the photos. Do it when your floors are consistent, not when you are bored of taking direction.
A later path is estimating for a larger flooring company, teaching newer sanders, or specializing in stairs, gyms, or repair that other crews avoid. The skill that travels is judgment about wood: what can be saved, what must be replaced, and how the finish will look in that light. A person who can only push a drum in a straight line will always need someone else to sell the job. A person who can stand in the doorway, tell the truth, and then make the floor match the promise can stay busy when new construction slows and everyone wants the old floor saved.
National figures for this sanding trade
The Bureau of Labor Statistics published Occupational Employment and Wage Statistics for May 2025 for Floor Sanders and Finishers. Entry pay is $37,070. The national median is $50,440. The top figure is $70,340, and you should call it the national high end of the published range. It is a national figure. No state is attached to it, and these figures do not include a state median you can swap in. From entry to the national median is $13,370. From the national median to that national high end is $19,900.
The band is real and it is not huge. A helper who is still taping and carrying sits toward $37,070 if the employer pays a true starting wage for the occupation. A sander who runs the field of the floor, the edger, and the coats, and who can be left in the house, sits nearer $50,440. The $13,370 between those two is the trust gap. The further $19,900, up to the national high end of $70,340, is the stretch for a lead whose quotes, repairs, and crew match the top of the published national range. Because the high end is national, naming a city does not turn $70,340 into that city's typical wage.
A quote that matches the floor
When you negotiate a wage, describe the floors, not a vibe. If you still need a lead in the room, anchor on $37,070 and ask what it takes to move through the $13,370 toward the median: running the big machine, talking to the customer, owning a small job. If you already quote and you already come back when a coat fails, $50,440 is the national middle, and the conversation is whether your responsibility has crossed into the $19,900 above it. A lead title with a helper's duties belongs at the median. A lead who sells the work, schedules the cure, and fixes the repairs belongs closer to the national high end of the published range.
Piece work and day rates need a translation into a year before you compare them with these figures. Ask how many days the shop actually crews you, and what happens in the slow weeks. A strong day rate on a short season can land near $37,070 for the year. A steady crew that keeps you in houses can land near $50,440 or, with lead duty, toward $70,340. Do not invent a local official wage to decorate the talk. There is no state median in these figures. The three numbers you can say are $37,070, $50,440, and the national high end of $70,340.
Use $70,340 when the work matches it, and say the phrase while you use it: the national high end of the published range. A helper's negotiation that opens there is borrowing a national top for a job they do not yet hold. A crew lead with a book of floors, a helper who stays, and call-backs that are rare can put that figure on the table as the top of the national picture and ask whether the seat resembles it. Then talk about the wood again. What you will sand, what you will refuse, and how the last coat will be left. That is the job the May 2025 figures are describing.
The top of Floor Sander pay — and how to get there with AI
$70,340what Floor Sander pay reaches nationally
National top-of-range annual wage for Floor Sanders and Finishers. No single state has enough people in this job to quote a state figure. U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025.
And the role it leads to — Terrazzo Workers and Finishers — reaches $126,130 nationally.
$37,070entry$50,440middle$70,340top end
The top of this range belongs to the sander whose grit sequence, filler choice and coat schedule are written down and followed by everyone else on the truck, rather than carried in one pair of hands.
Guiding the machine across the surface, scraping the edges and the corners it cannot reach, chiselling old glue out of joints, buffing and vacuuming before a coat goes down: the result is judged on a surface everyone can see and nobody can hide. What separates a middling sander from the top of the range is repeatability in other people's hands. Most crews carry the grit steps, the filler compound and the recoat window as folklore, so quality travels with whoever turned up that morning. Written down, with photographs of what passes inspection and what does not, the same knowledge lets a shop quote with confidence and put you in charge of the outcome.
Your playbook, by where you are now
Just startingLearn the surface, then record what you learned
Photograph each floor before the first cut and after every grit, so you can see what the machine actually removed.
Note species, old finish, filler compound used, and how long each coat took to harden, on every job without exception.
Practise edge scraping and blending the areas the machine cannot reach until the transition disappears under a raking light.
Inspect for smoothness with your hand and a low light rather than by eye, before the vacuum comes out.
What proves it: A photographic record of twenty floors with the grit sequence written beside each one.
Realistic span: the first year
A few years inTurn your notes into the crew's spec sheet
Write one page per floor type: grit steps, edger work, filler compound, coats of finish, and the recoat window in that room's conditions.
Put square feet per hour by task into Microsoft Excel, so bidding stops being a guess about how long sanding takes.
Quote from drawings using Measure Square or FloorCOST Estimator for Excel instead of driving to every enquiry.
Film short technique clips, paper changes on the roller, edge blending, the first seal coat, and keep them on Vimeo for new hands.
Have an assistant turn your job notes into a one-page customer sheet on cure times and when furniture can come back.
What proves it: A written finish standard the shop issues to every crew, with your production rates attached.
Realistic span: years two to five
ExperiencedOwn the result across other people's work
Inspect finished floors against your own written standard and log every failure by cause rather than by person.
Revise the spec sheet each quarter from that failure log; a standard nobody amends is a standard nobody uses.
Read floor plans in computer aided design CAD software so you can price specification work straight from the set.
Hold material, labour and callback cost per job in Flooring Technologies QFloors, so the estimate and the outcome sit next to each other.
Move toward terrazzo and other ground or poured finishes, where the machine skill carries over and the work is priced higher.
What proves it: A documented fall in callbacks after your standard was adopted, job by job.
Realistic span: six years and on
The next 90 days
Take your next five floors and write the recipe as you go. Species, condition, what came off at each grit, which filler compound sealed the wood, how many coats of finish, and how long each needed to harden at that room's temperature. Photograph the surface at every stage. What you end up with is five pages answering the question every estimator and every new hand asks: what does this floor need, and how long will it take. Give it to your shop. It is also the document that gets you asked to price and inspect work instead of only performing it.
Wage figures: BLS OEWS, May 2025. The playbook is PayCrunch editorial guidance, not a guarantee of pay or placement.
Every figure is the national median from the U.S. Bureau of Labor Statistics (OEWS) shown on that role’s own page.
Never used AI before? Start here (2 minutes).
Open ChatGPT (or Claude) on your phone — it's your instant estimator and finish-schedule advisor. Give it a room's square footage, the number of coats, and the product, and get a clean, itemized quote in front of a homeowner before you leave the driveway. Snap a photo of a problem floor and ask what you're likely looking at — cupping, gaps, an unknown old finish — so you walk in sounding like the expert.
For craft and product knowledge, use free manufacturer resources with Perplexity. Bona, Rubio Monocoat, and DuraSeal publish technical data sheets; use Perplexity or ChatGPT to summarize application specs, dry times, and coverage in plain language. Keep client names and addresses out of consumer tools — describe jobs generically.
The one rule, forever: AI can estimate a job but it cannot assess your floor. Wood species, moisture content, subfloor condition, and existing-finish compatibility must be checked in person — never trust an AI finish recommendation over the coating manufacturer's data sheet and a moisture reading. Sanding creates combustible, silica-laden dust and many finishes are flammable: follow OSHA silica rules, wear proper respiratory protection, ground your equipment, and control ignition sources. AI cannot mix chemicals or judge cure conditions for you.
The plays — exact steps, exact prompts
Do these in order. Each one is copy-paste ready. You do not need to know anything about AI going in.
1
Quote refinishing jobs on the spot, priced for profit
Why this pays: Homeowners hire the pro who gives a clear, fast, confident number. Accurate square-foot pricing that accounts for stairs, closets, coats, and finish cost lets you bid more jobs and stop underpricing — the core of moving from hourly labor to a profitable booked calendar.
ChatGPTJobberGoogle Sheets (Gemini)
1
Feed your measurements and finish choice to ChatGPT for an itemized estimate — sanding, repairs, stain, coats, and cleanup broken out with a professional summary.
Copy-paste this prompt
Create an itemized hardwood floor refinishing estimate for a homeowner. Inputs: [450 sq ft living/dining, red oak, 1 flight of 13 stairs, sand + 1 coat stain + 3 coats waterborne poly]. Break out sanding/prep, board repairs, stain, each finish coat, materials, and labor. Add dry-time expectations and a note that final pricing depends on on-site inspection of subfloor and moisture. Rates: $[X]/sq ft sanding, $[Y]/stair, finish at $[Z].
Use your real rates and always confirm the number after your in-person moisture and subfloor check.
2
Move quotes into Jobber or Housecall Pro to book, schedule, and invoice; track true job costs and margins in Google Sheets with Gemini to see which job types pay best per day.
What you'll haveFast, profitable quotes that convert and a clear view of your best-margin work — the pricing discipline behind a $70k year.
2
Sell the dustless, low-VOC premium and command higher rates
Why this pays: Dustless refinishing and modern low-odor, fast-cure finishes justify a premium homeowners will pay to avoid mess and fumes. Being able to explain and market that difference is what lets you charge above the commodity sander down the street.
PerplexityChatGPTCanva
1
Use Perplexity to master the product story so you can sell it — cure times, VOC levels, durability, and warranty of the finishes you carry.
Copy-paste this prompt
Compare [Bona Traffic HD waterborne finish vs an oil-modified poly] for a homeowner in plain terms: durability, dry/cure time, odor and VOC, look (ambering vs clear), and typical warranty. Give me 4 simple talking points to justify a premium price. Cite the manufacturer data.
Verify specs against the current technical data sheet before quoting warranty or cure times.
2
Turn that into a one-page 'why dustless / why premium finish' explainer in Canva using its AI layout tools, and hand it to every prospect.
Copy-paste this prompt
Write the copy for a one-page homeowner handout titled 'Why Dustless Refinishing Costs a Little More — and Why It's Worth It.' Cover containment and air quality, faster return to normal life, low-odor finishes, and a durable result. Confident, friendly, under 250 words.
Only claim what your equipment and finishes actually deliver.
What you'll haveA premium offer you can articulate — the pitch that lifts your per-job price above the low-bid competition.
3
Build a before/after portfolio that sells the next job
Why this pays: Floor refinishing is dramatic and visual; a strong before/after gallery is the single best sales tool in the trade. Proof of craft closes higher-end jobs — custom stains, herringbone, gym floors — where the real margin lives.
CompanyCamCanvaChatGPT
1
Shoot consistent before/during/after photos in CompanyCam (tagged by job), then build reels and a portfolio in Canva and post to Instagram and your Google profile.
2
Use ChatGPT to write captions and short video scripts that show expertise, not just pretty floors.
Copy-paste this prompt
Write 5 short Instagram captions for hardwood floor refinishing before/after posts that build trust and attract higher-end jobs (custom stain, historic restoration, gym floors). Each should mention a specific skill or product and end with a soft call to book an estimate. 3 relevant hashtags max.
Match the caption to the actual work shown; don't overstate the scope.
What you'll haveA visual proof machine that pulls in the high-margin custom and commercial jobs at the top of the pay band.
4
Win recurring commercial and property-manager contracts
Why this pays: Gyms, schools, realtors, and property managers need floors done on a schedule and pay reliably. One recurring contract stabilizes income far better than one-off homeowner jobs — how solo refinishers break past the median.
ChatGPTGoogle Business Profile
1
Have ChatGPT draft a professional capabilities pitch and a simple recurring-maintenance offer (screen-and-recoat programs) for commercial clients.
Copy-paste this prompt
Write a short outreach email from an independent hardwood floor refinisher to [a property management company / gym / realtor] offering scheduled refinishing and an annual screen-and-recoat maintenance program. Emphasize reliability, dustless containment, minimal downtime, and consistent quality. Under 150 words, professional.
Personalize the recipient and your real availability before sending.
2
Keep a complete Google Business Profile and use ChatGPT to request and respond to reviews so commercial prospects find a credible, well-reviewed pro.
Copy-paste this prompt
Write a friendly review-request text to send after finishing a commercial floor job, plus 3 professional replies to positive reviews that mention specifics like dustless work and on-schedule completion.
Only request reviews from real clients.
What you'll havePredictable, repeat commercial revenue — the booked-ahead calendar that carries you into the top of the range.
5
Diagnose tricky floors before they cost you money
Why this pays: A misread floor — hidden moisture, an incompatible old finish, a subfloor problem — turns a profitable job into a costly callback. Using AI to prep your diagnosis protects margin and reputation on every job.
ChatGPTPerplexity
1
Before a tricky job, describe the floor and symptoms to ChatGPT for a likely-cause checklist and the tests to run on site.
Copy-paste this prompt
I'm assessing a hardwood floor for refinishing. Symptoms: [cupping across a room, dark stains near a doorway, an unknown old finish that gums the sandpaper]. Give me a diagnostic checklist: likely causes, what to test (moisture meter, finish solvent test), and what conditions would make me pause before sanding or refinishing.
A prep checklist only — your moisture meter, solvent test, and eyes make the final call, not AI.
2
Use Perplexity to confirm compatibility and recoat/adhesion guidance from the finish manufacturer before you commit.
Copy-paste this prompt
What does [Bona / the manufacturer] recommend for adhesion testing and recoating over an unknown existing finish, and what wood moisture content is acceptable before finishing red oak? Cite the manufacturer guidance.
Follow the manufacturer's data sheet and your own tests; AI is not a substitute for either.
What you'll haveFewer callbacks and blown jobs — protected margin and a reputation for getting hard floors right.
Your 12-month sequence to the top of the range
How the plays above stack into a path from median pay toward the $70,340 tier.
Month 1
Start quoting every job through ChatGPT for clean, itemized estimates; open a CompanyCam and Google Business Profile.
Months 2-3
Build your dustless/premium-finish pitch and a before/after portfolio, and start posting.
Months 3-6
Pursue recurring commercial and property-manager contracts and systematize reviews.
Months 6-12
Specialize (custom stain, historic, or commercial gym floors), price the premium, and use job-cost data to chase your best-margin work.
Gear for this job
As an Amazon Associate, PayCrunch earns from qualifying purchases. Links to books and tools are for the job on this page; we only recommend what we’d use in the work.
Same live NSC Jan 2021 FIH already on industrial-hygienist / health-inspector / asbestos-removal-worker / environmental-health-specialist / mold-remediation-specialist / automotive-painter (ASIN 0879123567). This leftover page’s one rule is Sanding creates combustible, silica-laden dust and many finishes are flammable: follow OSHA silica rules, wear proper respiratory protection; play 2 is Sell the dustless, low-VOC premium. Occupational-hygiene instructional text for leftover silica / wood-dust / VOC / respirator work — not leftover CIH as an exam dump and not leftover IICRC as the lead. Confirm 0879123567. Live page HTTP 200, no PC_GEAR / amazon.com/dp / tag=paycrunch-20 at 2026-09-17 5:33 PM PT.
What Floor Sanders earn by state
This page does not show a state table, and the reason is worth stating: the Bureau publishes this occupation nationally, but fewer than five states employ enough people in it to report a median we would stand behind. Scaling the national median by a cost-of-living index would produce a number for every state, but it would be an estimate of living costs wearing a wage’s clothes, and PayCrunch would rather show you nothing than that.
What the national figures say: pay starts near $37,070, the median is $50,440, and the top of the range is $70,340. Those national figures come from U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025.
No. Sanding, staining, and finishing a floor is physical craft AI can't touch. What AI changes is the business around the craft — quoting, marketing, diagnosis — so the refinishers who use it out-earn those who don't.
Can AI tell me what finish to use?
It can summarize and compare products, but the final call depends on the actual floor: species, moisture, existing finish, and use. Always follow the manufacturer's technical data sheet and your own moisture and adhesion tests.
What actually gets a refinisher to the top of the pay band?
Going independent, pricing for profit, selling a premium (dustless, durable finishes), landing recurring commercial work, and specializing in custom or historic jobs. AI accelerates every one of those.
Is it safe to paste job details into ChatGPT?
Keep client names and addresses out. Describe jobs generically — square footage, species, condition. The craft and safety judgment stays yours.
Do I need a website?
A complete Google Business Profile plus an Instagram/portfolio built in Canva gets most solo refinishers more calls than a full website, and AI makes both fast to maintain.
Methodology & sources
Salary (median, 10th, top of the range) — U.S. Bureau of Labor Statistics, OEWS.
By state — the Bureau of Labor Statistics’ own state medians, limited to states employing at least 500 people in the occupation. No cost-of-living arithmetic is applied to a wage anywhere on this page.
The plays — PayCrunch's own step-by-step guidance using publicly available AI tools. Tool names/URLs are real and current as of August 2026; prompts written to work as-is. Verify any professional output before relying on it.