PayCrunch Research · The exact AI playbook for your profession, sourced to the U.S. Bureau of Labor Statistics

PayCrunch AI Playbook · Creative

Why a tattoo artist should photograph work twice

$163,840estimated top of the range · middle $42,000 / yr
AI augments this role

Tattoo Artists in the United States earn a median of $42,000 a year. Pay starts near $22,000. The top of the range is estimated at $163,840. The Bureau of Labor Statistics does not publish a separate wage series for this exact title, so this figure is derived from the closest occupation it does track and is labelled an estimate.

Source: PayCrunch estimate. Last checked 9 September 2026.

Entry level
$22,000
Top-end estimate
$163,840
Education
Apprenticeship
Lower disruption Higher exposure AI augments this role
Entry · $22,000 Top-end estimate · $163,840 Middle $42,000

Wages — PayCrunch estimate. The Bureau of Labor Statistics does not publish a separate wage series for Tattoo Artist; figures are derived from the closest occupation it does track and are labelled as estimates. AI-impact rating is PayCrunch's editorial assessment. Updated September 2026.

🆕 New & Trending AI Tools for Tattoo ArtistReviewed September 2026

We track new AI-tool launches every week and refresh this list — here’s what’s gaining traction for Tattoo Artist work right now.

RunwayNEWFree tier / $12 mo

AI video generator and editor for short cinematic clips.

How a Tattoo Artist uses it: generate and edit video b-roll and effects without a full production

GammaNEWFree / $9 mo

Generates polished slide decks and one-pagers from a prompt.

How a Tattoo Artist uses it: turn an outline into a designed presentation instantly

NotebookLMNEWFree / $7.99 mo

Google tool that answers questions grounded only in the documents you give it — with citations.

How a Tattoo Artist uses it: load your own manuals, policies, or PDFs and ask questions that stay accurate to the source

Canva AIFree / $13 mo

Design platform with AI text-to-image, writing, and one-click layouts.

How a Tattoo Artist uses it: produce on-brand graphics, social posts, and decks without a designer

Adobe FireflyFree credits / paid

Adobe's commercially-safe AI image and video generation, built into Creative Cloud.

How a Tattoo Artist uses it: generate and edit images and video safe for commercial use

Midjourney$10+ mo

High-end AI image generator known for striking visuals.

How a Tattoo Artist uses it: create original concept art, mockups, and hero images from a prompt

DescriptFree / $16 mo

Edit video and podcasts by editing the transcript like a doc.

How a Tattoo Artist uses it: cut and polish video/audio by editing text, and remove filler words automatically

ElevenLabsFree / $5+ mo

AI voice generation with hundreds of natural voices.

How a Tattoo Artist uses it: produce voiceovers and narration in minutes

ChatGPTFree / $20 mo

The most-used AI assistant — writing, analysis, research, and images from a plain-language chat.

How a Tattoo Artist uses it: draft emails and documents, summarize long files, and get instant answers to on-the-job questions

The book for Saturday has been full since Wednesday, and a walk-in is still hoping the evening will open. A tattoo artist looks at the drawing they agreed on, the placement the client described, and the time the piece will actually take, then decides whether squeezing it in would make the next appointment late. That decision is the job as much as the work on skin. Shops run on a promise about time and a promise about care. Breaking either one costs more than the fee on a single ticket.

The week is a mix of custom pieces, flash that regulars already know the shop for, and consults that do not become appointments. A consult is a conversation about an idea, a part of the body, and whether the artist is the right person. Some ideas should be redrawn. Some should be declined because they belong to another culture, another person's body, or another artist's style. The artists who last are picky in a way clients can understand. They explain the limit without a speech, and they leave the client able to go elsewhere without a feud.

The shop is a small business wearing the clothes of a studio. Someone answers the phone, someone orders supplies, someone keeps the rooms cleaned to the rule the local authority wrote down, and someone has to tell a friend they cannot bring a crowd into a session. In a one-artist studio those someones are the same person. In a street shop they are split across a counter and several chairs. Either way, the tattoo is only the visible half of the day. The other half is scheduling, sanitation, and the mood of a room where strangers trust you with something they will keep.

Consults, the book, and the room

A strong day starts before anyone sits down. The artist checks the book, lays out the stencil they already agreed to, and makes sure the station meets the shop's sanitation routine. During the session they watch the client, pause when they need to, and keep the piece aligned with what was discussed. Afterward they tell the client how to care for the tattoo in plain language and how to reach the shop if healing looks wrong. None of that is a secret technique. It is the professional frame around the work. Clients remember the frame when they decide whether to come back and whether to send a friend.

Custom work and flash feel different from the chair. Custom work starts with a consult, a drawing, and a deposit so the time is real. Flash is a design the shop already offers, often faster to book and easier for a newer artist to execute cleanly. Both can be honest work. A career stalls when a new artist takes every custom idea, including the ones they cannot draw, because they are afraid to lose the fee. The better habit is a public style. People who want that style find you. People who want a different style are not your emergency.

Guest spots and conventions add travel to the same job. You set up in someone else's shop or at a booth, you work a concentrated set of days, and you go home. It is a way to meet clients in a city where you do not have a chair, and it is a way to see how other shops run a room. It is a poor substitute for a home book if you treat it as the whole plan. The artists who use it well already have a style people recognize and a home shop that wants them back. The artists who use it badly are always arriving and never building repeat clients.

The emotional work is constant and rarely listed on a posting. People come in grieving, celebrating, covering an older tattoo they regret, or marking a change they are not ready to explain. You do not have to be their counselor. You do have to be steady, sober, and clear about what you will and will not do. A shop that tolerates artists who mock clients will lose the clients who pay the rent. A shop that protects the room gets the long bookings.

A local sanitation licence, not a medical one

A local health department or a city often licenses the shop, and sometimes the artist, for sanitation. That permission is a local licence. It is about how the studio is set up, how tools are handled, and how the authority expects bloodborne precautions to be documented. A medical licence is a different grant, from a different body, and tattooing does not require one. People sometimes blur those ideas because the work touches skin. Blurring them leads to two mistakes: ignoring the local licence because it feels like paperwork, or talking as if the chair were a clinic.

Who issues the licence depends on the place. In one city the health department inspects the shop. In another the city clerk or a licensing office holds the permit, often with the health agency setting the sanitation rules behind it. Sometimes the shop licence is enough and the artist works under it. Sometimes each artist needs a personal card as well. Read the rule where you will actually work, before you announce a start date. A portfolio does not substitute for a missing permit, and a permit from one city does not automatically satisfy the next city over.

People prepare by learning the craft under a working artist and by learning the sanitation routine as part of that apprenticeship, not as an afterthought the week of an inspection. Drawing comes first for many people: a sketchbook, then flash, then supervised work on skin when a mentor says you are ready. The licence proves you met the local authority's conditions for safe practice in that jurisdiction. It does not prove you can draw, and a beautiful portfolio does not prove you are allowed to open a chair. Keep both current. Inspections are part of the business. A shop that hides a station or argues with an inspector is a shop that will eventually explain itself to clients on the sidewalk.

Two different permissions

The local licence says a health department or city has allowed the shop, and sometimes the artist, to operate under sanitation rules. It is not a medical licence, and it is not a national art credential. Clients hire the drawing. The city allows the room.

Apprenticeship, a chair, and a book of your own

Most artists still enter through an apprenticeship, formal or informal. You draw for a shop, you watch how the room runs, you clean, and you wait until a mentor lets you tattoo under supervision. There is no single national school that replaces that. Some people also take courses in drawing, color, or business. Those courses can sharpen the eye. They rarely persuade a shop owner to hand you a chair if your sketchbook is thin or if you treat sanitation as someone else's job. Bring drawings. Bring consistency. Bring proof you can be in a room with clients without making the room worse.

The hire, when it comes, is often a conversation rather than a portal. Owners look at healed photos, not only fresh ones. They ask who taught you, whether you can fill a day, and whether you will follow the shop's rules when a client pressures you to skip a step in the setup. Be exact about your experience. Claiming custom work you have not done is a fast way to be blacklisted in a community that talks. If you have only done small pieces, say that, and ask for a chair that matches it. A shop that will lie on your behalf about your skill will lie to you about your split.

Money arrangements need plain words before you start. Some artists are employees. Some rent a chair and keep a share of what they book. Some split fees with the house in exchange for the counter, the ads, and the walk-ins. Ask what the house provides, what you buy yourself, and what happens in a slow month. Ask whether the shop's licence covers you or whether you must hold your own. Ask who owns the photos. A handshake feels traditional and leaves you exposed when the shop changes owners. Write the arrangement down, even if the writing is a single page.

Building a book is the second hiring, the one clients do. Post healed work. Say what you want to do more of. Answer inquiries with dates and deposits, not with endless maybe. Show up when you said you would. Refer out the pieces that are wrong for you. Over a few years that behavior becomes a reputation, and a reputation is what lets you choose a shop instead of begging for any chair. Guest spots can widen the circle. They work after the home book is real, not before.

Resident artist, booth renter, or your own studio

Early on, the goal is supervised repetition and healed results you are willing to show. You learn which ideas to refuse and how a shop stays on the right side of an inspection. You accept that your drawings will be redlined. Artists who skip this stage and open a studio alone often learn the same lessons from angry clients, which is a more expensive school.

The middle of the career is a full book and a style people can name. You might stay a resident in a shop you respect, because the counter staff, the licence, and the walk-in traffic are worth the split. You might rent a chair and keep more of each fee while carrying more of the risk when the month is empty. Neither arrangement is more serious. The serious version is the one you understand. Read the slow months before you choose the one with the higher split and no clients attached.

Opening your own studio is a different occupation wrapped around the same craft. You become the person the health authority inspects, the person who hires or refuses other artists, and the person who pays the rent when you are also the one tattooing. It fits artists who want that control and who have a book large enough to carry a room. It punishes artists who wanted only to draw. A long career can also include teaching apprentices, painting, or collaborating with other shops without ever putting your name on a lease. Choose with your actual week in mind, not with a photograph of someone else's studio.

PayCrunch estimates, and the sentence you can say out loud

The Bureau of Labor Statistics does not publish a separate wage series for this exact title, so the figures below are PayCrunch estimates rather than a published wage series for tattoo artists. Treat them as a shared reference for a scattered occupation, not as a promise from any one shop. Cash habits, chair rent, and quiet months make a single paycheck a poor picture of a year. The estimates still give you anchors when an owner shrugs and says pay is "whatever you book."

The entry estimate is $22,000. The median estimate is $42,000. The gap between them is $20,000. Someone apprenticing or newly on a chair should not be shocked by a year near the entry figure, especially if the book is still thin and the shop is taking a large share. Someone who is already filling several days a week can use $42,000 as a check on whether the split, the rent, and the no-shows still leave a livelihood. If your booked work is steady and your take-home sits near the entry estimate, the conversation with the shop is about the arrangement, not about whether you are "bad at art."

The top estimate is $163,840. From the median up to that top is $121,840, a very wide stretch. It describes what a highly sought artist can gross in a strong year, not what a typical chair earns, and not a wage a shop will hand you for showing up. Bringing $163,840 into a negotiation on your first resident seat will sound like you misunderstood the trade. Bringing it into a conversation about opening your own studio, raising your fee, or ending a split that made sense when you had no clients can be coherent, if your book actually supports the claim.

Use one figure, matched to the stage. Entry when you are new and still building healed photos. The median when the book is real and you are deciding whether a shop's split is fair. The top only when demand, not hope, is the story. Say that these are PayCrunch estimates because a separate federal wage series for this exact title is not published, and then talk about the split, the rent, and the slow months in the same breath as the number. An owner can argue with a dream. An owner has to answer a clear arrangement set next to a clear estimate.

The top of Tattoo Artist pay — and how to get there with AI

$163,840top-end estimate for Tattoo Artist

PayCrunch estimate - derived from the closest occupation BLS tracks (Personal Care and Service Workers, All Other, 39-9099). This figure is PayCrunch’s estimate, not a Bureau of Labor Statistics published wage for this exact title.

$22,000entry$42,000middle$163,840top end

Fresh photographs sell a tattoo artist's first booking; what sustains the top of this range is work that still reads clearly a year after it settled, and the record to prove it does.

The entire trade judges itself on a picture taken while the skin is still swollen and shining. Nobody goes back at six months, which means nobody learns which line weights hold, which colours drop out on which skin, or which placements move. Artists who reach the top of the range close that loop deliberately. They know their own touch-up rate by style and by placement. They can say why a design was built with that spacing for that part of the body. That knowledge is what lets someone charge properly for a large custom piece, and it is invisible on social media. The cheap parts, meaning reference gathering, consultation notes and aftercare wording, take minutes with an assistant, which leaves the measuring as the thing worth your evenings.

Your playbook, by where you are now

Just startingApprentice properly and start the archive

  1. Find a real apprenticeship in a licensed shop and accept that it will be long, because there is no shortcut that does not show in the work.
  2. Get your bloodborne pathogen training and your local licensing sorted before you touch skin, since a shop's licence is at stake alongside yours.
  3. Photograph every piece twice under the same lamp at the same distance, fresh and again months later, filed under the client.
  4. Write down the machine, needle configuration, ink and depth for each piece, plus how that skin behaved, so the later photograph has something to explain it.
  5. Fix your consultation into a standing set of questions about placement, sun exposure, pain tolerance and what the piece is for, and keep the answers.

What proves it: A year of healed photographs with the settings behind each piece attached.

Realistic span: the apprenticeship and the year after it

A few years inLet the record shape the book

  1. Work out your touch-up rate by style and by placement, then stop taking the work that keeps coming back.
  2. Count how many consultations turn into paid deposits, and rewrite the part of that conversation where people go quiet.
  3. Treat image generators as composition scratch paper only, never as line work you trace, and be straightforward about where a reference came from.
  4. Keep a plain sheet of chair hours against what each piece earned, because flash days and long custom sessions rarely pay the same per hour.
  5. Have ChatGPT turn your rough aftercare wording into a clear one-page sheet, then check every line against what your mentor actually tells clients.

What proves it: A book weighted toward the styles your healed photographs prove you do best.

Realistic span: years two through five

ExperiencedSet the standard for the room

  1. Write the shop's guest standard covering hygiene, healed-photo expectations, deposits, touch-up policy and what happens when a piece goes wrong.
  2. Choose guest spots and conventions by where your healed portfolio travels well rather than by who invited you.
  3. Teach the measuring habit to apprentices and review their six-month photographs with them monthly.
  4. New Jersey prices this work above every other state, and holding a chair rota of your own is the usual way past a fixed rate.
  5. Have a local professional read your client agreements before anyone signs them, whatever drafted the first version.

What proves it: A written studio standard in daily use and a waiting list built on healed work.

Realistic span: six years and beyond

The next 90 days

Begin the healed archive with your next client. Photograph every piece under the same lamp at the same distance, note the machine, needle grouping, ink and depth on a card, and set a reminder to photograph that same tattoo again at four months. Do nothing else differently for ninety days. Once you have thirty pairs of images you will see something no portfolio shows you: which of your line weights hold, which colours fade on which skin, and which placements you should stop accepting. That is the evidence a serious shop, a convention organiser or a client commissioning a large custom piece is really buying, and almost nobody in this trade has bothered to collect it.

Wage figures: PayCrunch estimate. The playbook is PayCrunch editorial guidance, not a guarantee of pay or placement.

Careers related to Tattoo Artist

Similar pay, same field

Where this can lead

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 an AI image tool for the consult, not the tattoo. When a client describes an idea, use Nano Banana (Google's image model) or Photoshop's Firefly to rough out composition, placement, and mood in minutes so you're both looking at the same direction before you draw. It closes the booking faster and cuts the redraw cycle — then you create the actual linework by hand, which is what they're paying for.

For the business, use free tools daily: ChatGPT to write your Instagram captions, booking auto-replies, and aftercare instructions; CapCut to turn one time-lapse of a session into a week of Reels. These are what fill the calendar. Keep client photos private and get consent before anything goes public.

The one rule, forever: AI is for ideation and mockups, never the final art or the execution. Use generative tools to explore concepts and show clients a comp, then draw the real design yourself — passing off an unedited AI image as your custom work is both an ethics and a plagiarism problem, and clients will spot it. Never generate designs that copy a living artist's identifiable work. Bloodborne-pathogen safety, sterilization, and skin/placement judgment are entirely human and non-negotiable. Get written consent before posting any client's tattoo or body.
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
Close custom bookings faster with AI concept mockups
Why this pays: Every hour spent on free spec drawings for clients who ghost is lost income. Roughing a concept in minutes — placement, composition, style — locks the deposit and reduces redraws, so more consults convert and each converts faster.
Nano Banana (Google)Adobe Photoshop (Firefly)Midjourney
1
During or right after the consult, use Nano Banana or Midjourney to generate rough concept directions, then use them only as a springboard for your own hand-drawn design.
2
Composite a concept onto a photo of the placement in Photoshop so the client sees scale and flow on their actual body area.
3
Have ChatGPT structure a consult-to-deposit message that turns interest into a booked, paid appointment.
Copy-paste this prompt
Write a friendly, confident follow-up message to a tattoo client after a consult. Recap their [half-sleeve, botanical, fine-line] concept, explain that I'll hand-draw the final custom design, state my non-refundable deposit of $[X] to hold the date, and give two appointment options. Under 120 words.
Mockups sell the direction; your hand delivers the art. Never present an AI image as the finished tattoo design, and always redraw it as your own.
What you'll haveHigher consult-to-booking conversion and fewer unpaid redraws — more deposits on the calendar each week.
2
Kill redraws with AR on-skin previews
Why this pays: Placement disagreements and 'can I see it bigger?' eat studio time and occasionally lose the client at the chair. Letting them preview the design on their own skin before the needle builds confidence, upsells size, and prevents day-of cancellations.
InkHunterProcreateAdobe Photoshop
1
Finalize your hand-drawn design in Procreate, then load it into InkHunter so the client can see it in AR on their arm, back, or leg in real time and approve placement and size.
2
Use the preview to upsell scale: a design that looks right larger often means more chair time at your day rate.
3
Ask ChatGPT to write a short script you use at the chair to guide the preview and close on the bigger piece.
Copy-paste this prompt
Write a natural, low-pressure 60-second script I can say while a client previews their tattoo design in AR on their skin. Guide them to check placement and flow, gently point out how the piece reads better at a larger size, and confirm we're go for the session. Warm, professional, not salesy.
AR previews reduce regret and cancellations. The health and placement decision is still your professional judgment — overrule any request that's unsafe or won't age well.
What you'll haveNear-zero placement redraws, more upsized pieces, and fewer day-of cancellations — steadier chair-time revenue.
3
Fill the calendar with a content engine
Why this pays: A booked-out waitlist is what lets you raise your rate. Instagram and TikTok are where clients find tattoo artists — consistent, well-edited content is the difference between gaps in your week and a two-month waitlist at premium prices.
CapCutChatGPTDescript
1
Film every session as a time-lapse, then use CapCut to cut it into vertical Reels with trending audio, captions, and a satisfying reveal at the end.
2
Batch a month of captions and hooks with ChatGPT tuned to your style and city.
Copy-paste this prompt
I'm a [fine-line and blackwork] tattoo artist in [city]. Write 15 Instagram Reel hooks and matching captions that show off healed work, book-open announcements, and my process. Each caption ends with a clear booking CTA and 5 relevant local hashtags. Keep my voice [understated and confident].
Post healed results, not just fresh ink — it's what serious clients judge. Only post clients who've consented.
3
Use Descript to turn a single voice memo about your process or aftercare into short educational clips that build trust and reach.
What you'll haveA growing waitlist that gives you the leverage to raise your day rate toward the top of the range.
4
Sell flash, prints, and digital products
Why this pays: Chair time is capped at hours in a day; digital and physical products aren't. Flash sheets, art prints, and design packs add income that doesn't require you to be tattooing, smoothing out slow weeks.
GumroadEtsyCanva
1
Package your original flash and art into downloadable sheets and prints, and list them on Gumroad and Etsy with mockups built in Canva.
2
Have ChatGPT write SEO-optimized product listings that actually get found.
Copy-paste this prompt
Write an Etsy listing for a [traditional Americana flash sheet, 10 designs, digital download]. Include a keyword-rich title under 140 characters, 13 tags, and a description covering what's included, print/use rights, and that these are my original hand-drawn designs. Buyer-friendly and search-optimized.
Sell only your own original art. Be explicit about usage rights so buyers don't assume they can resell or claim your work.
3
Bundle a 'flash day' announcement using the same designs to fill slow days with quick, pre-priced pieces.
What you'll haveProduct and flash-day income that cushions slow weeks and lifts total annual earnings.
5
Automate booking, screening, and aftercare
Why this pays: Time spent answering DMs, chasing deposits, and repeating aftercare is unpaid. Automating intake and follow-up protects your chair time and reduces no-shows — every recovered hour is a billable one.
Square AppointmentsChatGPTCalendly
1
Move booking to Square Appointments or Calendly with deposits required up front, so only serious clients hold a slot.
2
Use ChatGPT to write your standard intake questionnaire and aftercare guide once, then reuse forever.
Copy-paste this prompt
Write two documents for my tattoo studio: (1) a pre-appointment intake form covering placement, size, budget, medical flags (blood thinners, skin conditions, pregnancy), and reference images; (2) a clear aftercare guide for a [color] tattoo covering the first 48 hours, cleaning, and healing red flags. Plain, friendly, professional.
Automate the words, never the health screening. You must personally review medical flags and make the tattooing decision — no AI substitutes for that judgment.
3
Set an automated deposit reminder and post-session aftercare message so nothing falls through the cracks.
What you'll haveFewer no-shows, protected chair time, and a professional client experience that earns referrals and repeat work.
Your 12-month sequence to the top of the range

How the plays above stack into a path from median pay toward the $80,000 tier.

Month 1
Start using Nano Banana or Photoshop for consult mockups and InkHunter for on-skin AR previews to convert bookings faster.
Months 2-3
Move booking to Square with required deposits, and stand up ChatGPT-written intake and aftercare docs.
Months 3-6
Run a weekly CapCut content engine posting healed work and process to grow a waitlist, then raise your rate.
Months 6-12
Launch flash sheets and prints on Gumroad and Etsy, book guest spots and conventions, and hold a premium day rate.
What Tattoo Artists earn by state

This page does not show a state table, and the reason is worth stating: the Bureau of Labor Statistics does not publish a separate wage series for this job title, so there are no official state figures to show. 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 $22,000, the median is $42,000, and the top of the range is $163,840. Those national figures are a PayCrunch estimate, not a Bureau of Labor Statistics published wage for this exact title.

If you want to see how far state pay can move for jobs the Bureau does publish state-by-state, the best-paying state for every occupation is a free open dataset, and the salary-by-state statistics page summarises the pattern across all 824 of them.

Free data. Use any of it.

PayCrunch publishes verified, BLS-sourced salary + AI-playbook data on 1,000+ professions — free, no signup.

Frequently asked
Will AI replace tattoo artists?
No — AI can generate an image, but it can't put a sterile, well-placed, hand-executed tattoo on living skin, adapt to how a body curves, or take legal and health responsibility for the work. The craft is safe. What changes is the business around it: artists who use AI for consults, marketing, and booking fill their calendars and out-earn those who don't. The threat isn't AI replacing you — it's a peer using AI to build a waitlist while you have gaps.
Is it cheating to use AI for tattoo designs?
Using AI to explore a concept or show a client a rough direction is a legitimate tool, like a mood board. Passing an unedited AI image off as your custom hand-drawn design is not — it's dishonest, often derivative of other artists' work, and clients increasingly recognize it. The rule: AI can help you think; your hand makes the art.
Will clients be turned off if they know I use AI?
For marketing, booking, and rough concepting, no — they care about the tattoo and the experience. Where it matters is the design itself: be clear that the final piece is your original hand-drawn work. Lean into showing your drawing process on video; it reassures clients and doubles as content.
How does AI actually increase a tattoo artist's income?
It removes the business friction that caps you. Faster consults and AR previews raise your booking conversion and cut unpaid redraws; a content engine builds the waitlist that lets you raise your day rate; flash and product sales add income outside the chair; and automated booking cuts no-shows. The tattooing stays fully human — AI just fills the calendar and protects your time.
Which AI tool should a tattoo artist start with?
Start with a content workflow — CapCut plus ChatGPT for captions — because bookings come from being discovered, and that's the fastest lever on income. Add consult mockups (Nano Banana or Photoshop) and AR previews (InkHunter) to convert those bookings faster.
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.

Sources