The upholsterer who picks a corner and gets known in it
$74,490top of the range in North Carolina · middle $46,340 / yr
AI augments this role
Upholsterers in the United States earn a median of $46,340 a year. Pay starts near $31,690. Pay reaches $74,490 at the top of the range in North Carolina, the best-paying state for this work among those with at least 500 people in the job.
Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025 (Upholsterers, SOC 51-6093). Last checked 9 September 2026.
Entry level
$31,690
Top of the range · North Carolina
$74,490
Education
High school diploma + training
Wages — U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025 (Upholsterers). Top of the range is the highest state-level figure among states with at least 500 people in the job. AI-impact rating is PayCrunch's editorial assessment. Updated September 2026.
🆕 New & Trending AI Tools for UpholstererReviewed September 2026
We track new AI-tool launches every week and refresh this list — here’s what’s gaining traction for Upholsterer work right now.
NotebookLMNEWFree / $7.99 mo
Google tool that answers questions grounded only in the documents you give it — with citations.
How an Upholsterer 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 an Upholsterer 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 an Upholsterer 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 an Upholsterer 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 an Upholsterer 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 an Upholsterer 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 an Upholsterer 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 an Upholsterer uses it: get fast, sourced answers to current questions instead of scrolling search results
The bench at the back of the shop
An upholsterer spends the day with furniture and vehicle interiors that other people have already lived with. A chair comes in with a split seat. A sofa arrives from a designer who wants it refreshed for a client. An auto shop sends a bench seat. A boat owner wants cabin cushions that can live with damp air. You look at the piece, name a price and a pickup date, do the work at the bench, and send it back finished. The customer remembers the date and the look of the result. The shop remembers whether you kept both.
The rooms change more than the core of the job. A furniture factory wants the same style repeated cleanly, all week, with a lead watching the line. A restoration shop wants one family piece treated carefully, because the wood and the story matter to the person who inherited it. A designer workroom wants samples, color decisions, and a piece that photographs well in a finished room. An independent bench wants all of that, plus the invoice, the supplier call, and the Saturday when a delivery runs late. Pick the room on purpose.
Clients talk in outcomes. They want a dining chair that looks right at a table, a theater seat that holds up, a restaurant booth that can be cleaned, or a headboard that matches a bedspread they already own. Your side of the conversation is scope, timing, and price. You notice wear, you say what the shop can take on, and you decline a promise the bench cannot keep. People hire again when the finished piece matches what you described at the counter.
What shows up on the ticket
A typical ticket is a mix of new work and rescue work. New work might be a sectional for a model home or a set of stools for a cafe. Rescue work is the armchair someone refuses to replace, the church pew, the office chair from a suite that still has five years of use left, or the convertible top and interior panels an auto trim shop pairs with mechanical repairs. You move between those tickets without turning each one into a lecture. The schedule is a stack of promises, and a shop that overbooks will spend Friday apologizing.
Materials are part of the business conversation even when you are not the owner. Fabric, covering, cushioning, and the condition of the piece underneath all change the price and the time. A client may arrive with a textile already purchased. A designer may specify one. A factory may issue it from a rack. You confirm that what was ordered is what arrived, and you flag a mismatch before the piece is half done. That is coordination, and it is a large share of what separates a trusted upholsterer from a fast one who creates returns.
Some days you leave the bench. A window seat needs a look in the house. A hotel wants a worn lobby chair assessed before a renovation. A marine shop wants you to see the cabin rather than guess from a photo. Measure, photograph, and write down what you agreed. Memory is a poor record when three jobs look similar. Shops that stay calm in a busy season are the ones that write the ticket the same way every time, including the date the client actually accepted.
The public rarely sees the skill, so the portfolio has to. Photographs of finished chairs, sofas, auto interiors, and marine cushions do more than a paragraph of self-praise. Include the before picture when the client allows it. Include work that shows range, and include work that shows you can repeat a look across a set. A hiring owner is asking a simple question: will this person make our shop look careful? Your photos answer it faster than a list of tools.
Usually no licence, and a real apprenticeship instead
Most places hire an upholsterer with no occupational licence. There is no universal board that grants the title, and a shop can put you on the bench without a state card. A general business registration may apply if you open your own shop. That registration is about operating a business. It is a different matter from a personal licence to perform the trade. When you apply, ask what the shop requires. Expect samples, references, and a trial of real work more often than a licence number.
People learn beside someone who already has the pace. A helper starts with prep, supply runs, and simple pieces while watching how the lead prices a job and talks to a worried client. Community colleges and trade programs sometimes offer a structured start, and a few factories still run an in-house path from helper to a station of your own. None of that is a national licence. The proof you carry is finished work, a reputation for dates, and a lead who will say you listen when a piece is more complicated than it looked at the door.
If you are building that proof from scratch, pick a shop that will actually teach, and stay long enough to show a body of work. Jumping every few months leaves you with stories and no set of photos that belong together. Ask to keep images of pieces you completed, with the client's permission. Ask to sit in when a lead quotes a price, even if you are not the one speaking yet. Pricing is part of the craft's business side, and people who never see it stay helpers longer than they need to.
What a shop is really testing
Owners watch whether the finished piece matches the conversation at intake, whether the bench stays orderly enough for the next person, and whether you speak up when a material or a date will miss. Speed that creates a redo is expensive. Calm accuracy gets you the next ticket.
Who the owner calls back
Hiring in this trade is local and visual. An owner posts in a shop window, asks a supplier who is looking, or calls someone whose work they have already seen in another workroom. A resume helps when it lists settings: furniture factory, auto trim, marine, restoration, design studio. It helps more when it points to photos. Bring a small set, labeled with the type of piece and your role. If you only assisted, say so. Owners can spot a borrowed portfolio, and the trial week will expose it anyway.
The interview is often a conversation at the bench rather than a panel in a conference room. You may be asked how you would talk to a client who wants an heirloom chair treated gently, or how you would handle a factory order with a tight ship date. Answer with what you would confirm, what you would put on the ticket, and when you would stop and ask. A good owner is listening for judgment and for fit with that shop's pace.
References should be people who saw your finished work leave the building. A designer, a shop lead, a factory supervisor, or a repeat client can speak to quality and to whether you created drama around dates. Warn them before a call. A surprised reference sounds vague, and vague sounds like trouble. If a gap in your history came from a shop that closed or a slow season, say that in one sentence and return to the work you can show.
Your own shop is a later hiring story, with you on the other side of it. Clients find you through designers, auto dealers, marinas, and neighbors who liked a chair. The first year is as much scheduling and cash collection as it is bench time. Many strong craftspeople delay that step until they can price without guessing and until they have a supplier who returns their calls. There is no licence gate at that door in most places. There is a reputation gate, and it is stricter than it looks from the sidewalk.
Helper, stitcher, lead, then the person who prices
The path usually starts as a helper. You learn the shop's order of work, you keep materials straight, and you finish tasks a lead can check quickly. The next step is a station of your own: a run of chairs, a set of cushions, or a defined part of auto interiors. People start to trust your pace. A lead then hands you the harder tickets and asks you to catch problems before they reach the client. That is the promotion that matters, even when the job title on the paycheck changes slowly.
Pricing is the step after competence at the bench. You have seen which pieces take longer than a photo suggested. You have seen which client requests blow a date. You can tell a designer what the shop can promise this month. Owners pay for that judgment because a bad quote hurts twice: once in the lost money, and again when the client tells the next designer. If you want that role, ask to draft quotes for your lead to edit. Editing is how the numbers become real.
From a lead seat, people branch. Some stay in a factory and move toward supervision of a line. Some join a design firm's workroom and live closer to high-finish residential jobs. Some specialize in auto or marine work because the clients and the seasons suit them. Some open a two-person shop. None of these branches requires you to pretend the others are lesser. They require a portfolio that matches the branch. A factory supervisor who wants a restoration bench needs photos of one-off care, not only photos of repeated seats.
Keep a simple record of what you completed each season. Not a diary of technique. A list of piece types, settings, and whether you priced, built, or both. That list becomes the spine of the next application and the spine of a raise request. It also keeps you honest about gaps. If you have never talked to a client, say so and ask for that practice. If you have never worked to a factory count, say so before you apply to one. Fit saves everyone a bad month.
May 2025 figures for this trade
Every dollar in this section comes from May 2025 Occupational Employment and Wage Statistics for Upholsterers. People early in the occupation are reported at $31,690, and the national median sits at $46,340. The high end of the published range is $74,490. Moving from $31,690 to $46,340 covers $14,650. Moving from $46,340 to $74,490 covers $28,150. The early figure often matches a helper or a new bench hand. The median is a more honest comparison once you can finish tickets without constant correction.
Read the state medians in this order. The Georgia median is $50,760. The North Carolina median is $50,600. The California median is $48,580. The Indiana median is $45,080. The Mississippi median is $44,930. Georgia holds the highest median, at $50,760, which sits $4,420 above the national median. North Carolina holds the high end of the published range, at $74,490. That high end and the North Carolina median of $50,600 are different statistics. One is the top of the published range. The other is the middle of pay in the state.
The lowest median in this set is Florida at $37,840. The gap between that median and the Georgia median is $12,920. Use the gap to understand why two offers can both be real and still look far apart. Do not slide the North Carolina high end of $74,490 into a sentence about a typical Georgia paycheck. Georgia's story, on these figures, is the median of $50,760. North Carolina's median story is $50,600, and its range story ends at $74,490. Write those on separate lines before you walk into a wage talk.
Setting your wage next to finished work
Put the offer beside the work you can already finish. An offer near $31,690 matches the early figure. If you are still learning the shop's pieces, that number can be a fair start, with a date to revisit it after you hold your own station. If you already finish a full range of tickets and you are training a helper, the national median of $46,340 is the cleaner comparison, and the $14,650 step from the early figure is the distance you can describe with photos and with a lead's reference.
Match the shop's state to the median, in the same order you learned the figures. A Georgia shop can be discussed against $50,760. A North Carolina shop can be discussed against the median of $50,600, while $74,490 stays labeled as the high end of the published range, a different statistic. A California shop lines up with $48,580. An Indiana shop lines up with $45,080. A Mississippi shop lines up with $44,930. A Florida shop lines up with $37,840, which is $12,920 under Georgia's median. Citing the matching median sounds prepared. Citing a high end as if it were a median sounds confused.
If you are opening your own bench, these figures are still the wage context for hiring a second person and for judging what your own draw resembles. They are not a price list for a sofa. Client prices depend on the piece, the materials, and the market you actually serve. Your personal pay target can still use $46,340 as a national middle and $50,760 as the highest median in this set. The $28,150 span from the national median to the high end of $74,490 explains the top of the published range. It does not obligate a small shop to pay that top to a new hire in the first season.
Walk in with three numbers written down and one stack of photos. The numbers are the early figure, the median that matches the state, and a reminder of which figure is a high end rather than a median. The photos are the reason a lead should move you. Ask when the wage will be reviewed, and tie that review to visible work: a station of your own, client-facing quotes, or a helper you are trusted to check. That is a concrete conversation. It uses the published figures without pretending a single national number can describe every bench in the country.
The top of Upholsterer pay — and how to get there with AI
$74,490what Upholsterer pay reaches in North Carolina
Highest state-level top-of-range annual wage for Upholsterers, among states with at least 500 people in the job. U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025.
And the role it leads to — Carpenters — reaches $151,530 in Alaska.
$31,690entry$46,340middle$74,490top end
General reupholstery is priced against every other shop in the county, while an upholsterer who does period frames, boat and aircraft interiors, or work to a designer's specification is priced against the few people who can actually do it.
The bench skills are the same across all of it: stripping covering, webbing and defective springs, building up with loose fiber stuffing and foam to a smooth rounded surface, tufting by needle, sewing tears, refinishing exposed wood, and cutting new material from patterns to a sketch. What differs is who is buying and what the piece is worth to them. A sofa recover competes on price. A pair of eighteenth-century chairs, a set of yacht cushions or a designer's contract order competes on whether you can be trusted with them, and those customers ask for drawings, timelines and written specifications that most shops cannot produce. Drafting and image tools have made that presentation half cheap, which is the opening.
Your playbook, by where you are now
Just startingGet fast at the fundamentals and honest about hours
Time yourself on each stage, stripping, springs, padding, cutting, fitting, so a quote comes from your record rather than a guess.
Learn to read a work order well enough to calculate yardage and materials before touching the piece, and check your estimate against what you actually consumed.
Practise tufting and hand sewing on your own pieces until they are presentable, since that is what separates a recover from restoration work.
Keep costs and invoices in Intuit QuickBooks from your first job, because a niche customer will ask for terms a shoebox cannot support.
What proves it: A costed record of jobs showing your real hours and yardage by piece type.
Realistic span: the first two or three years at the bench
A few years inPick one corner and get known in it
Choose the corner your area supports, antique and period restoration, marine and vehicle interiors, or contract work for interior designers, and turn down what does not build it.
Learn the frame work properly, repairing and refinishing exposed wood, because in the paid corners the frame is usually part of the job.
Draw cushion plans and section details in Autodesk AutoCAD or LibreOffice Draw so a designer receives a drawing instead of a description.
Show a customer fabric and finish options as a rendered scheme using Adobe Firefly before cutting anything, and label it clearly as a visualisation rather than a photograph.
Photograph every job before, during and after, especially the frame stage nobody else documents.
What proves it: A portfolio of six finished pieces in one specialty, with drawings and process photographs.
Realistic span: years four through eight
ExperiencedSell specification, not hours
Quote from written specifications, materials, construction method, expected life, so the conversation stops being about a day rate.
Build steady relationships with two or three designers or a boatyard rather than chasing one-off customers.
Take on the pieces other shops decline, deep buttoning, curved frames, odd historic construction, and price them for what they are.
Train an apprentice on the fundamentals so your own hours go to the work only you can do.
Consider adding frame building or carpentry capability, which is the neighbouring trade that pays a step higher, and note North Carolina remains the strongest market for this work.
What proves it: Repeat contract work from designers or a yard, quoted against your own written specification.
Realistic span: nine years and beyond
The next 90 days
In the next three months, do one piece properly on your own terms and document it as though a designer commissioned it. Choose something with real construction in it, coil springs, a shaped back, buttoning, and photograph every stage from strip-down to the last tack. Write the specification alongside: the frame repairs made, the webbing and spring work, the stuffing built up, the yardage cut, the finish on the exposed wood. Cost it honestly against the hours you logged. Then show that one job to the three buyers in your area who commission the work you want, a restoration dealer, a boatyard, an interior designer. An upholsterer who can hand over a documented piece and a written specification is answering the question those buyers are actually asking, which is not how cheap you are but whether their piece comes back right.
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 and use it to estimate your next job before you quote it. Describe the piece and the fabric, and have it work out yardage (including pattern repeat), foam and materials, and rough labor hours. The number-one thing that keeps upholsterers at median pay is underquoting — a sanity-check on every estimate protects your margin on every job.
Then use the free visual tools to sell: ChatGPT image generation, Photoroom, or REimagineHome to show a client their piece in different fabrics, and Canva to build a before-and-after portfolio. Keep the craft yours and let AI handle the estimating and the selling — that is where the money leaks.
The one rule, forever: Upholstery uses flammable materials, solvents, and rated foams — AI guidance never overrides fire-safety codes or your own material verification. For any commercial, hospitality, marine, or contract job, confirm real flammability ratings (CAL 117, IMO for marine, contract standards) from the manufacturer's spec sheet, not an AI guess. Verify every yardage and price against the actual piece before you quote or cut — AI estimates are starting points, and fabric is expensive to get wrong.
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
Stop underquoting with AI yardage and job estimates
Why this pays: Most upholsterers lose money by guessing low on yardage and labor. An accurate estimate on every job protects margin directly — and over a year, correct quoting alone is the difference between median and the $74,490 top.
ChatGPTClaudeGoogle Sheets
1
Before quoting, describe the piece and fabric to ChatGPT and get a yardage and materials estimate with a low/high range; keep your standard labor times in Google Sheets.
2
Account for pattern repeat and materials so you never quote short.
Copy-paste this prompt
You are a veteran upholsterer estimating a reupholstery job. Piece: [a 3-cushion English-roll-arm sofa, ~7 ft, T-cushions, skirted]. Estimate yardage for a [54-inch railroaded patterned] fabric including pattern-repeat waste, plus the foam, dacron, and springs likely needed, and estimated labor hours to strip and recover. Give a low and high range and list what changes the number.
Measure the actual piece and add for pattern repeat and mistakes; treat this as a sanity-check, not a final cut list.
What you'll haveAccurate quotes that protect margin on every job — the pricing discipline that compounds into top-of-trade income.
2
Sell the vision with AI fabric previews
Why this pays: Clients hesitate and default to cheap fabric because they cannot picture the result. Showing them their own piece in several fabrics closes more jobs and upsells the better, higher-margin material — more revenue per project.
ChatGPTREimagineHomeCanva
1
Use ChatGPT image generation or REimagineHome to render the client's piece in different fabrics, and present the options cleanly in Canva.
2
Guide the client confidently toward the better fabric.
Copy-paste this prompt
I am presenting fabric options for a client's [tufted wingback chair]. Write a short, confident recommendation comparing [a durable performance weave vs a linen-blend vs a leather] on durability (double rubs), cleanability, look, and price tier, and which suits a [busy family living room]. Make it easy for a non-expert to choose the pricier, better option.
Pair with an AI visual of their piece in each fabric, and always confirm real durability ratings from the fabric spec sheet before recommending.
What you'll haveMore closed jobs at higher fabric tiers — bigger tickets from the same consultations.
3
Win designers and commercial contracts
Why this pays: Interior designers and commercial venues (restaurants, hospitality, marine) are recurring, high-margin work far above one-off residential recovers. Landing these accounts is the clearest path into the $74,490 tier.
ChatGPTCanvaInstagram
1
Use ChatGPT to draft trade-partner outreach to designers and bid proposals for commercial jobs, and keep a polished Instagram portfolio they can vet.
2
Write a designer pitch and a commercial bid that win the account.
Copy-paste this prompt
Draft a pitch email introducing my upholstery shop to local interior designers for trade partnerships, and a separate bid proposal to a [restaurant] to recover [40 booth seats] in [CAL 117 compliant vinyl] — include a per-seat price, a phased timeline that avoids closing the venue, and why hiring a local shop beats replacing the booths.
Confirm the exact flammability spec the venue's code requires before quoting; commercial jobs live or die on compliance and minimizing downtime.
What you'll haveRecurring designer and commercial accounts — the high-margin volume that lifts you to the top of the pay band.
4
Build a portfolio that markets itself
Why this pays: A steady feed of before-and-after transformations brings in premium residential and designer leads without cold outreach, and it is what lets you raise prices. Inbound demand is how you stop competing on price.
PhotoroomInstagramChatGPT
1
Shoot clean before-and-after photos, tidy them in Photoroom, and post consistently to Instagram and Pinterest with a strong bio and booking link.
2
Keep the content and captions flowing.
Copy-paste this prompt
Give me 12 content ideas for an Instagram and Pinterest account showcasing reupholstery transformations to attract high-end residential and designer clients. For each: the before/after hook, a caption, and hashtags. Then write an 'about' bio positioning me as a premium custom upholsterer, not a cheap recover shop.
Post consistent before-and-afters with clean, well-lit photos; a strong portfolio is what justifies raising your prices.
What you'll haveInbound premium leads and pricing power — a portfolio that sells for you around the clock.
5
Flip furniture and lock in your COM and deposit terms
Why this pays: Restoring solid-frame furniture for resale adds margin beside client work, and a clean customer-own-material and deposit policy protects your cash flow. Both keep more money in the business on the way to $74,490.
ChatGPTFacebook MarketplaceSquare
1
Source solid-frame pieces on Facebook Marketplace, and take deposits and payments on Square so you are never out-of-pocket on materials.
2
Vet the flip and set terms that protect you.
Copy-paste this prompt
Evaluate this flip: [a solid-hardwood-frame mid-century armchair, $60 on Facebook Marketplace, worn fabric, frame sound]. Estimate materials and hours to reupholster, a realistic restored resale price in [my area], and whether it is worth it. Then draft my customer-own-material (COM) policy and deposit terms so clients pay a 50% deposit up front and I am covered if they supply their own fabric.
Only flip solid frames, verify resale comps locally, and never start cutting client work without the deposit in hand.
What you'll haveA flip income stream and protected cash flow — extra margin and no jobs funded out of your own pocket.
Your 12-month sequence to the top of the range
How the plays above stack into a path from median pay toward the $74,490 tier.
Month 1
Build an AI-assisted estimating routine and stop quoting from gut on every job.
Months 2-3
Add fabric visualization to every consultation and start a before-and-after portfolio.
Months 3-6
Pitch local designers and one commercial account, and set your COM and deposit policy.
Months 6-12
Niche into your highest-margin segment (auto, marine, hospitality, or designer) and raise your prices.
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 current-year QBO desk book already on accountant / bookkeeper / door-installer. This page’s starting track is Keep costs and invoices in Intuit QuickBooks from your first job. Not leftover 94 CFP and not leftover IICRC S500 (that is carpet-cleaner).
What Upholsterers earn by state
These are the Bureau of Labor Statistics’ own figures for Upholsterers, state by state — not a cost-of-living adjustment applied to the national number. Only states employing at least 500 people in the occupation are shown, because a state median drawn from a handful of workers is noise rather than a signal.
Georgia
$50,760
highest of them · +10% vs the national median
Florida
$37,840
lowest of the 8 states that qualify · -18% vs the national median
The same job pays $12,920 more a year at the median in Georgia than in Florida — 34% higher. That gap is what the Bureau measured, before any question of what it costs to live in either place. The top-of-range figure quoted at the head of this page, $74,490, is a different statistic in a different place: it is the 90th-percentile wage in North Carolina. The state that pays the typical worker most and the state where the best-paid go highest are not always the same one.
Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025, SOC 51-6093. 8 states clear the 500-employee reporting floor for this occupation; those below it are left out rather than shown with a wide error band.
Free data. Use any of it.
PayCrunch publishes verified, BLS-sourced salary + AI-playbook data on 1,000+ professions — free, no signup.
No. It is skilled handwork on three-dimensional, one-off pieces — AI cannot strip a frame, tie springs, or sew a welt. What it fixes is your estimating and marketing, which is exactly where most upholsterers leave money on the table.
How does AI raise an upholsterer's pay?
Accurate quotes protect margin, fabric visualization closes and upsells jobs, and marketing wins designer and commercial accounts. Those are the high-margin jobs that separate a $46k shop from a $74,490 one.
Can AI really estimate yardage?
It gives a solid range from a described piece, but you must measure the real piece and account for pattern repeat and railroading. Use it to avoid gross under-quotes, never as a final cut list.
Do I need paid design tools to visualize fabrics?
No. Free ChatGPT image generation and the Photoroom or REimagineHome free tiers are enough to show a client their piece in different fabrics — the point is to help them commit to the better material.
What about fire codes on commercial jobs?
Never trust AI on flammability specs. Pull CAL 117, IMO, or contract ratings from the fabric manufacturer's spec sheet. AI helps you write the bid and plan the phasing — it does not certify the material.
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.