$109,940top of the range in Alaska · middle $53,750 / yr
AI augments this role
Welders in the United States earn a median of $53,750 a year. Pay starts near $39,240. Pay reaches $109,940 at the top of the range in Alaska, 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 (Welders, Cutters, Solderers, and Brazers, SOC 51-4121). Last checked 9 September 2026.
Entry level
$39,240
Top of the range · Alaska
$109,940
Education
High school diploma + welding certificate
Wages — U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025 (Welders, Cutters, Solderers, and Brazers). 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 WelderReviewed September 2026
We track new AI-tool launches every week and refresh this list — here’s what’s gaining traction for Welder work right now.
Paperless Parts WingmanNEWPaid / see site
AI quoting assistant for fab shops that reads prints and extracts callouts, including weld symbols.
How a Welder uses it: flag welding requirements on a print and build a fabrication quote without missing a callout
NotebookLMNEWFree / $7.99 mo
Google tool that answers questions grounded only in the documents you give it — with citations.
How a Welder uses it: load AWS D1.1 or ASME Section IX and ask procedure or inspection questions that stay on the code
ChatGPTFree / $20 mo
AI assistant with vision for weld symbols, procedures, troubleshooting, and cert study.
How a Welder uses it: decode a weld symbol, walk a WPS, quiz CWI or ASME IX material, or reason through a defect — never to certify a weld
JobberPaid / see site
Field-service platform with AI assist for quoting, scheduling, and invoicing mobile jobs.
How a Welder uses it: price and schedule on-site welding or repair work and send a clean invoice from the truck
ClaudeFree / $20 mo
AI assistant known for careful writing and long-document analysis.
How a Welder uses it: work through a long WPS, PQR, or inspection packet and turn messy notes into a clean write-up
Google GeminiFree / $20 mo
Google's AI assistant with image understanding, built into Search and Workspace.
How a Welder uses it: photograph a weld symbol or a visible defect and get a reading to verify against the print and the code
Microsoft CopilotFree / $30 mo
AI built into Word, Excel, PowerPoint, Outlook, and Teams.
How a Welder 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 Welder uses it: get fast, sourced answers to current questions instead of scrolling search results
Morning in the fabrication bay
A welder's day starts with the work the shop already defined. Drawings are on the table or on a screen. Material is staged, or it has failed to arrive and someone has to say so before the crew pretends otherwise. You look at the fit-up, the position you will be in, and the inspection that will follow. Then you join metal so the part can go to the next station, the next trade, or the truck. The job is physical, repetitive in the best shops and chaotic in the worst, and it rewards people who can do the same quality on the tenth joint as on the first. Nobody needs a speech about sparks. They need the work to hold.
The settings and the procedure belong to the shop, the code, and the person qualified to set them. Your career description is simpler and stricter: you are hired to produce sound work inside rules you do not invent on the floor. A good welder reads the drawing, asks when the fit is wrong, keeps the area in the condition the shop requires, and stops when something does not match the job. A careless welder hides a problem under a neat-looking bead. Shops remember both kinds, and the memory lasts longer than a single paycheck.
The people around you shape the day as much as the metal. Fitters, helpers, inspectors, and supervisors all touch the same part. You coordinate so you are not welding a joint someone still needs to move. You tell the truth about a defect while it is still cheap to fix. You learn which inspector wants a conversation and which one wants the paperwork already filled in. On a job site, other trades are in the same space, and the schedule is a rumor until the steel is actually ready. The welders who stay employed are the ones a foreman can put on a task without hovering.
Where the postings actually are
Fabrication shops build frames, tanks, trailers, and custom work for customers who send a print and a deadline. Structural crews work on buildings and bridges, often with a union or a large contractor setting the pace. Shipyards, pipeline spreads, manufacturing plants, and repair shops each have their own rhythm. Some welders stay in one building for years. Some travel for shutdowns and outages, living out of a bag for a stretch and then coming home. Artistic and ornamental metal is a smaller lane with more conversation about appearance. The hiring filter is usually the kind of metal and the kind of work the contract requires. A posting may name a process. Treat that name as the shop's requirement, not as an invitation to improvise a method.
Indoors and outdoors feel different by the end of a week. A climate-controlled plant asks for consistency and attendance. A field job asks for weather, travel, and the ability to work with the access the site actually has. Pay comparisons that ignore that difference will mislead you. So will stories that treat every traveling job as a fortune. Ask what the schedule really is, whether per diem is a story or a written term, and how many weeks you are expected to be away. Get the answer from the employer, not from a comment thread.
A certificate, and an AWS credential that is craft, not a universal licence
People often arrive with a certificate from a trade program or a community college, or with an AWS credential. The American Welding Society grants craft credentials that tell an employer you met that society's requirements for the test you took. An AWS credential is a craft credential, not a government licence in every state. It proves a defined skill under the society's rules. It does not, by itself, make you the licence holder for a contracting company, and it does not replace a shop's own qualification for the work in front of you. Some contracts still want that credential on the crew. Some want a qualification performed at the employer. Ask which one the job uses before you assume the card in your pocket is the whole story.
Preparation is supervised practice and honest testing. A trade program gives you time on equipment, a vocabulary for drawings, and a first credential if you earn it. An apprenticeship, where one exists, pairs you with people who already do the work and adds classroom time the program sets. Helpers who watch closely and ask about the job in specific terms, rather than hunting for shortcuts, move faster. Keep records of what you are qualified to do and when those qualifications were current. A folder of old cards you cannot explain is weaker than one current credential and a foreman who will take a call. Do not describe yourself as licensed in a state that does not license welders that way. Say what you hold, who granted it, and what work it covered.
Say the credential plainly
Certificate, AWS craft credential, employer qualification: three different proofs. Hiring managers trust the candidate who can tell them apart. They distrust the candidate who stacks the words into one glow.
The foreman interview
Shops hire from walk-ins, trade programs, union halls, and people who already know a fitter on the floor. The interview may be short and practical. They will ask where you have worked, which metals, and whether you can pass the qualification their job requires. They may put you on a test piece under their rules. Bring your cards, your addresses, and a reference who supervised you. Leave the folklore at home. A foreman has heard every claim about being the fastest person in the last shop. They are looking for someone who shows up, follows the job, and does not damage material.
Ask for the facts that protect you. Which shift? Indoors or field? Who inspects the work? Is overtime a habit or a rare week? What qualification will they require in the first days, and do they pay for it? If the job is travel, what is written about lodging and the schedule home? A high posted rate that assumes unpaid travel and constant nights away is a different offer from a plant job at a lower rate with a stable week. Compare the life, then compare the number with the published wages below. Do not compare it with a single story from a cousin.
Helper, qualified welder, then lead
Helpers grind, move material, watch heat, and learn why fit-up decides the day. The move to welder comes when someone trusts you with a joint that will be inspected. Early qualifications are narrow. You add range by doing more of the shop's work well, not by collecting slogans. Leads and foremen are the people who can assign tasks, catch problems, and keep a crew inside the job's rules. Some welders later move into inspection, supervision, or instructing in a trade program. Those moves ask for communication and documentation, which surprises people who thought the career was only the arc. Shop ownership is another path, and it adds bidding, payroll, and customer arguments to the trade. It is a business, not a promotion the foreman hands you.
Shops also differ in how they treat quality. Some live on production speed and will tell you the inspection plan in the first conversation. Some live on repair and maintenance, where the part already exists and the access is awkward. Some do both and pretend the pace is the same. When you visit, look at the work in progress and the way people talk about a reject. A shop that blames the inspector for every defect is training you to hide things. A shop that stops the line to fix a fit-up problem is training you to stay employed. Neither speech in the interview matters as much as what you see on the floor. Ask to walk it. If they refuse, that is information.
Keep a plain log for yourself. Employer, dates, the kind of work, the credential or qualification that covered it, and the name of a supervisor. You will forget the details of a shutdown season faster than you think. The log also keeps you from claiming a process the card never covered. When a new site wants a copy, you can produce it without reconstructing your career from memory in the parking lot. That habit is part of being a tradesperson. It is separate from any government licence, which many states simply do not issue for this craft.
Reputation is local even when the credential is national. A shop will call the last shop. If you left a mess, the card will not hide it. If you were the person who fixed problems without drama, the next foreman hears that too. Keep your own record of employers, processes you were qualified for, and projects you can name. When you want a raise or a new site, that record is the evidence. Tenure alone is a weak story if the work never got harder.
Alaska twice, and five medians in order
Occupational Employment and Wage Statistics for May 2025 place this work in the welders, cutters, solderers, and brazers series. Early offers often cluster near $39,240, and national median pay sits at $53,750. The step between them is $14,510. Alaska holds both the high end of the published range, $109,940, and the highest median, $80,840. Those are different statistics. The high end is the top of the published range. The median is the middle of pay in the state. The national median sits $27,090 under Alaska's median. The distance from the national median to Alaska's high end is $56,190, which is a long stretch and a poor description of a typical year on a crew.
Five state medians, in this order, belong in the comparison: Alaska at $80,840, Hawaii at $79,000, Connecticut at $64,880, Wyoming at $63,820, and Washington at $63,020. Hawaii sits close to Alaska's median and far above the national median. Connecticut, Wyoming, and Washington form a lower group that is still above $53,750. Puerto Rico shows the lowest median in the release, at $30,220. The gap from that low median to Alaska's median is $50,620. If a recruiter in Alaska says the number is about $109,940, ask whether they mean the high end of the published range. The median to use for a typical Alaska comparison is $80,840. Quoting one as if it were the other favors whoever noticed the mix-up first.
Asking for a rate you can point to
An offer near $39,240 can match a helper or a new graduate whose qualification is still ahead. It matches poorly once you already hold a current credential, pass the shop's own test, and work without a trainer at your shoulder. The $14,510 step toward $53,750 is the published distance from that early level to the national middle. Use it when an offer has not moved and your duties have. Name the metals, the inspection, and the shifts. A credential you can document is a fact. A vibe about being underpaid is harder to use.
Then put the state in the sentence. National median pay of $53,750 sits under Alaska, Hawaii, Connecticut, Wyoming, and Washington. In Alaska, the median is $80,840, so an offer stuck at the national median falls well under the state middle, and it still sits nowhere near the high end of $109,940. In Hawaii, compare with $79,000. In Connecticut, with $64,880. In Wyoming, with $63,820. In Washington, with $63,020. Travel pay and overtime can lift a year above a base rate. Ask for those terms in writing, and do not let them erase the difference between Alaska's median and Alaska's high end. You are negotiating a trade, with a craft credential where you hold one, not a government licence in every state, and not a procedure you invented in the parking lot.
The top of Welder pay — and how to get there with AI
$109,940what Welder pay reaches in Alaska
Highest state-level top-of-range annual wage for Welders, Cutters, Solderers, and Brazers, 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 — Boilermakers — reaches $136,900 in California.
$39,240entry$53,750middle$109,940top end
What puts a welder at the top of the range is documented quality work, procedure, inspection, rejection causes, rather than how fast the bead goes down.
Examining workpieces for defects and measuring them with straightedges or templates against the specification is the part of this trade most shops handle by feel and almost nobody writes down. Surface prep is the same story, since loose scale, rust, and moisture cause failures that get blamed on the welder's hand. Keep a record instead: photograph the joint prep, log what caused each rejection, hold it in Microsoft Excel, and let an assistant summarize the month into a page. The person holding that history is the person who ends up writing procedures.
Your playbook, by where you are now
Just startingWrite down every reject
Log each rejected weld with the cause, the position it was run in, and what you changed afterward.
Treat prep as its own step and check every joint for scale, rust, grease, and moisture before striking an arc.
Get deliberate reps in vertical and overhead positions rather than only the flat work that comes easy.
Have Claude walk you through a welding symbol on a drawing in plain language, then confirm your reading with the quality lead before you cut anything.
What proves it: A personal weld log showing rejection causes trending down.
Realistic span: 6-12 months
A few years inCertify where the shop is short
Test into pipe and out-of-position work, because those tickets are what shops pay travel and premium for.
Use EZ Pipe for layout so your cuts and fit-ups stop depending on somebody else's math.
Be strict about piece marks and job numbers going into the ERP software, so any weld can be traced back to you on purpose.
Load the code book and the procedure specs into NotebookLM and drill yourself on the clauses that govern your joints.
What proves it: Position and process certifications plus your own logged first-pass rate.
Realistic span: 1-3 years
ExperiencedWrite the procedure and inspect against it
Work with the engineer on procedure specifications instead of receiving them, and argue for the prep steps your log supports.
Build a rework view in Microsoft Excel from ERP software data, broken out by joint type, position, and shift.
Add an inspection credential so you can sign off on conformance rather than waiting on a third party.
Record short technique clips with Descript for apprentices, covering torch angle, travel speed, and how to straighten and reassemble a repaired part.
What proves it: A written procedure in use on the floor with your rework data behind it.
Realistic span: 3-5 years
The next 90 days
For the next thirty working days, measure your own output before anyone else does. Check every finished workpiece with a straightedge or template against the drawing, note where it drifted, and write one line per part: piece mark, position, defect if any, and cause. That log costs you a few minutes a shift. At the end of the month, count the causes and see which two account for most of the rework. Take that count to your supervisor with a proposed change to prep or fit-up. Shops with no quality data listen hard to the first person who brings some.
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) and make it your certification coach and blueprint interpreter. The fastest raise in welding is a credential: AI can quiz you for the CWI exam, walk you through a Welding Procedure Specification, and decode any weld symbol on a print until reading them is automatic. That fluency is what qualifies you for higher-paying structural, code, and inspection work.
For free, lean on the American Welding Society (AWS) learning resources, manufacturer guides from Lincoln Electric and Miller (weld setting calculators and technique libraries), and Quizlet decks for code and symbol drills. Use AI to learn and troubleshoot — never to certify a weld.
The one rule, forever: AI never substitutes for a qualified Welding Procedure Specification (WPS), the governing code (AWS D1.1, ASME Section IX), or a Certified Welding Inspector's sign-off — a structural or pressure weld that fails can kill. Use AI to study and prep only; verify every parameter against the actual approved procedure, and never represent a weld as code-compliant based on AI output. Follow all fume, fire, and PPE safety per the SDS and OSHA.
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
Pass the certification that actually pays — CWI, ASME IX, 6G
Why this pays: Nothing moves a welder's pay like a credential. A Certified Welding Inspector stamp, an ASME Section IX qualification, or a 6G pipe ticket can add several dollars an hour and open code, pipeline, and inspection work — the direct route from $54k to the $110k top.
ChatGPTQuizletNotebookLM
1
Use ChatGPT to build a study plan and quiz you on the exam's toughest domains.
Copy-paste this prompt
You are a CWI (Certified Welding Inspector) exam coach. Build me a 60-day study plan for the AWS CWI exam covering the three parts (fundamentals, practical/Book of Specifications, and code). Then quiz me one question at a time on [welding metallurgy and weld discontinuities], explain every answer, and track my weak areas.
Confirm every technical point against the current AWS reference materials and code books — those govern, not the AI.
2
Load your code book or study guide into NotebookLM and generate practice questions grounded only in that document, so nothing is invented.
3
Drill weld symbols, discontinuity types, and code clauses with Quizlet decks in spare minutes.
What you'll haveThe exam passed and the credential in hand — the single biggest step-change in a welder's pay.
2
Read any blueprint, weld symbol, and WPS instantly
Why this pays: Structural and code shops pay more and expect you to work straight from prints and a WPS with zero hand-holding. Fluency in symbols and procedures qualifies you for that higher-tier work and prevents the misread that scraps a part.
ChatGPTGoogle Gemini
1
Photograph a weld symbol and have ChatGPT (vision) decode it and explain the why.
Copy-paste this prompt
Explain this welding symbol in full: [describe or upload it]. Tell me the weld type, which side of the joint, size, length and pitch if intermittent, finish, and any field-weld or all-around flags. Then explain what a welder physically does to execute it, and the most common mistake in reading it.
For learning only — the governing print and approved WPS always control. Confirm anything unclear with your supervisor or CWI.
2
Have Gemini translate a Welding Procedure Specification into a plain-language shop checklist.
Copy-paste this prompt
Turn this WPS into a plain-language pre-weld checklist: base metal, filler, joint prep, position, preheat and interpass temperature, amperage/voltage/travel-speed ranges, gas and flow, and post-weld requirements. Explain what each variable does to the weld. WPS essential variables: [paste them].
Never change a parameter based on AI — the qualified WPS is the legal document. Use this only to understand it.
What you'll havePrint-and-procedure fluency that qualifies you for higher-paying structural and code work with fewer costly misreads.
3
Diagnose defects and dial in parameters to cut rework
Why this pays: Rejected welds cost time, wire, and reputation — and code jobs go to welders who pass X-ray and bend tests the first time. Troubleshooting porosity, undercut, and burn-through faster builds the reject-free record that keeps you on the best-paid jobs.
ChatGPTLincoln Electric weld calculatorsMiller Weld Setting Calculator
1
Describe a defect to ChatGPT and work through causes and fixes systematically.
Copy-paste this prompt
I'm getting [porosity and undercut] running [flux-cored 0.045 wire] on [1/2-inch A36 steel] in the [3G vertical-up] position. Walk through the likely causes in order (technique, parameters, gas, contamination, base-metal prep), how to confirm each, and the specific adjustment for each. Explain what each change does to the arc and bead.
A starting checklist, not a WPS change. On qualified work, stay within the approved parameter ranges and consult your CWI.
2
Cross-check starting settings with the Lincoln Electric or Miller Weld Setting Calculator, then fine-tune on scrap before the real joint.
What you'll haveFewer rejects and faster first-pass success — the reliability that earns and holds the best-paying code jobs.
4
Launch a mobile welding rig on your own rate
Why this pays: An owner-operator with a truck and rig sets their own price and bills far above shop wages for on-site repair, fabrication, and ag/oilfield work. Standing up that side business is a direct path past $110k that most hood welders never take.
ChatGPTJobberCanva
1
Use ChatGPT to price your services and write bids that win field work.
Copy-paste this prompt
I'm starting a mobile welding business in [region] serving [farms, contractors, and fabrication repair]. Help me set pricing: typical mobile welding hourly and trip/mobilization rates, how to quote a [gate/trailer/handrail repair] job, and what to include in a written estimate (materials, labor, travel, minimums). Then draft a clean estimate template.
Check your local market rates, and carry proper insurance and any required contractor licensing before bidding.
2
Run scheduling, quotes, and invoices through Jobber, and build a simple brand and truck/social presence in Canva to get found.
What you'll haveA mobile-welding income stream at your own rate — the owner-operator leap past the top of shop pay.
5
Step from the hood into inspection and QA
Why this pays: Certified Welding Inspectors and welding QA/QC roles pay well above production welding and last longer on the body. Using AI to master code and inspection knowledge positions you for that transition — the durable, higher-paid second act of a welding career.
NotebookLMChatGPTQuizlet
1
Load the AWS code and inspection references into NotebookLM and interrogate them.
Copy-paste this prompt
From the uploaded [AWS D1.1 structural welding code sections], explain the acceptance criteria for [visual inspection of fillet welds]: what discontinuities are allowed, the limits on undercut, porosity, and profile, and how an inspector documents a rejection. Give me the clause references.
NotebookLM cites only your uploaded code, so answers stay grounded — but always work from the current, official code edition.
2
Prep the CWI or CAWI exam with ChatGPT scenario drills and Quizlet code-clause flashcards until inspection logic is second nature.
What you'll haveThe knowledge base for a move into inspection or QA — a higher-paid, lower-wear career stage.
Your 12-month sequence to the top of the range
How the plays above stack into a path from median pay toward the $109,940 tier.
Month 1
Get fluent reading weld symbols and WPS documents with ChatGPT vision, and pick your target certification.
Months 2-3
Build a NotebookLM-and-Quizlet study system and start a 60-day plan toward a code or 6G qualification.
Months 3-6
Use AI defect-troubleshooting plus Lincoln and Miller calculators to cut rework and pass tests first try.
Months 6-12
Earn the certification, then either launch a mobile rig on Jobber or begin CWI prep — the routes past $109,940.
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.
Some links below are affiliate or partner links. PayCrunch may earn a commission if you enroll or subscribe through them, at no extra cost to you. Wage figures on this page still come from the Bureau of Labor Statistics, not from these programs.
Welder work is specific enough that a stamped 'check out these courses' block would be noise. BLS files this work as Welders, Cutters, Solderers, and Brazers (SOC 51-4121). O*NET Job Zone 2 is typical: a high-school diploma plus short vocational training, so the honest next credential is a short certificate or vocational program — not a random catalog dump.
The occupation's listed knowledge areas include Production and Processing and Design; the links search those subjects, not a generic 'career courses' list.
Welders in this dataset list Microsoft Windows among the tools in use, so a program that names that stack is a better fit than a survey course.
Write a Welder resume, or one aimed at Boilermakers, instead of a blank template. Resume Now is a resume builder; we are not claiming a counted template set for this SOC.
A Welder resume that names the actual tasks on this page, or the step-up title Boilermakers, beats a blank template when you apply.
What Welders earn by state
These are the Bureau of Labor Statistics’ own figures for Welders, Cutters, Solderers, and Brazers, 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.
Alaska
$80,840
highest of them · +50% vs the national median
Puerto Rico
$30,220
lowest of the 50 states and territories that qualify · -44% vs the national median
The same job pays $50,620 more a year at the median in Alaska than in Puerto Rico — 168% higher. That gap is what the Bureau measured, before any question of what it costs to live in either place. Alaska also carries the top of this job’s range, $109,940 — the figure quoted at the head of this page.
Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025, SOC 51-4121. 50 states and territories 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.
Robotic welding has existed in high-volume manufacturing for decades and hasn't eliminated welders — it can't handle field work, repair, custom fabrication, tight access, or the judgment a code weld demands. AI won't hold a torch either. What AI does is sharpen the knowledge side: certs, blueprints, troubleshooting, and the business. Welders who use it to get certified and specialize move up; those who stay pure production are most exposed to automation and offshoring.
Can I trust AI for welding parameters or code answers?
For learning and troubleshooting, yes; for the actual job, never as the authority. The qualified WPS and the governing code (AWS D1.1, ASME IX) are legal documents — AI can help you understand them but cannot change or replace them. A weld certified on AI advice instead of the approved procedure is a safety and liability disaster. Verify every number against the real procedure.
What's the fastest way AI raises my pay?
Certification prep. A CWI, ASME IX, or 6G ticket is the biggest single lever on a welder's pay, and each is a demanding exam or test. An AI study coach that quizzes you, explains weak spots, and grounds answers in your actual code book gets you through faster than self-study — which means the pay bump comes sooner.
Is it worth starting a mobile welding business?
For many welders it's the clearest path past the shop-top of the pay range toward and beyond $70,000, because you set your own rate for field repair and fabrication. AI helps you price jobs, write bids, and run scheduling and invoicing solo. Just handle the fundamentals first — insurance, any licensing, and reliable equipment — before you bid.
Which AI tool should a welder start with?
ChatGPT or Claude for symbol and WPS reading, troubleshooting, and cert prep — it's the daily-use brain. Add NotebookLM to keep code answers grounded in the real standard, and manufacturer weld calculators from Lincoln and Miller for settings. Start with blueprint and procedure fluency; it qualifies you for better work immediately.
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.