Miju Labs

The security dossier

Eleven labour markets, not one

Freelancers bill 22.4 hours a week against a 50–60% utilisation benchmark, so hours 23–40 earn zero — which means the correct price for a bench hour is at market, not above it. Recruit the majority-self-employed segments, not the highest-paid ones, and expect to clear at $60–85/hr with no premium for creative expertise.

high confidence9 minupdated 2026-08-30supply · wages · freelance · utilisation · segments · recruiting

"Designers" is not a labour market. It is eleven of them, with different headcounts, different employment structures, different rates, different channels and — the part that matters most — different marginal-hour economics. A photographer and an architect are both creative professionals; one is 67% self-employed with idle capacity and a hollowed-out occupation, the other is 86% salaried inside a firm that owns their output by contract. You can buy the first at market rate. You cannot buy the second at any rate that closes.

Start with the table, because most of the strategy falls out of the last two columns rather than the middle ones.

SegmentUS headcountBLS median hourlySenior (90th pct)Freelance mkt rateBest channel
Product & UI designers132,700 (SOC 15-1255)$50.00n/p$72/hr · £434/dayFigma Community + Config; ADPList
Brand & identitywithin 253,100 graphic designers$30.27n/p$65/hr · £396/dayD&AD + ADC annuals; It's Nice That
Illustrators28,900 fine artists; 58% self-employed$26.68n/p$59/hr · £359/dayCara (do not); Behance; AOI
Photographers145,000; 67% self-employed$21.47$44.14$78/hr · £475/dayASMP — 7,000 members, 37 chapters
Motion / animation51,900$49.06$85.15$64/hr · £385/dayMotion Awards (200+ judges); Motionographer
3D artistsno SOC; 120,000 globally across 2,450 studios$71/hr; Upwork expert $50–100+ArtStation (hostile); Blender/Polycount
Video editors & colourists39,400 editors + 32,600 camera ops$36.27n/pColourist $81/hr · £491/dayMotion Awards; NAB/IBC; colourist Discords
Typographersno SOC; TDC71: 1,775 entries, 60 countries, 203 winnersn/p — licensed, not hourlyType Directors Club (One Club); Typographics
Art directors140,200; 62% self-employed$55.22$102.43$67/hr (CD $78/hr)D&AD, ADC jury rosters; Creative Boom
Architects124,600; only 14% self-employed$47.73$77.61not on YunoJunoAIA; ADC Architecture jury
Industrial designers35,400$40.34$67.20not on YunoJunoIDSA; ADC Product Design jury
Music & sound51,100 composers, 25% self-employed$35.44n/pSound designer $76/hrweakest channel map in the set

Headcounts and medians are BLS Occupational Outlook Handbook, May 2025 wage data (graphic designers; photographers; art directors; animators; architects; industrial designers). Freelance rates are the YunoJuno 2026 Contractor & Freelancer Rates Report, built from "more than 182,000 workforce data points" from 2024–25 (PR Newswire) — one methodology across every row, which is why it is used here rather than a blend of scrapes. The 3D census is the VFX & Animation World Atlas 2025; the type census is the TDC.

Sum of the named US occupations: roughly 1.06 million people [WEAK — my arithmetic on the BLS rows, and it excludes type designers, 3D artists and brand designers who have no distinct SOC code]. The addressable pool is not that number and it is certainly not the 107 million knowledge workers IDC counts as "engaged in the design of digital products" for Figma. It is the few tens of thousands whose judgement a buyer would pay a premium for — and those people are enumerable by name.

The marginal hour, which decides everything else

The utilisation gap

Healthy freelance utilisation is 50–65%, with designers specifically at 50–60%, or 20–24 billable hours a week. The observed average across 10,000+ freelancers is 22.4 billable hours (SoloHourly) [UNVERIFIED — proprietary dataset]. Harvest's benchmark is 60–80% for freelancers, with "most agencies at 55–60%" (Harvest).

Take a mid-market brand designer at YunoJuno's $65/hr average and 22.4 billable hours. They gross about $1,456 a week. Hours 23 through 40 currently earn zero. An evaluation brief at $60–80/hr is not competing with their client work. It is competing with an empty calendar.

That single fact inverts the naive pricing assumption. The economically correct price for a freelancer's bench hour is at, or slightly below, their headline rate — not a premium — and it will still clear. Contra Labs' "up to $100/hr" reads as generous against a $65/hr market rate while being cheap relative to what the buyer pays; that is the arbitrage, and it exists only because the seller's alternative is idleness.

For an employee the arithmetic inverts. A salaried product designer on $104,000 has a notional $50/hr, but hour 41 is an evening or a weekend competing with leisure, not with idle capacity, and it is usually contractually encumbered — most in-house design employment agreements assign IP and restrict outside work. The defensible planning number is 1.5–2x notional, so $75–$100/hr for a mid-level in-house product designer and materially more for a senior [WEAK]. And no rate fixes an IP-assignment clause: that is a legal-review problem at onboarding, not a pricing problem. See The clause that expires your corpus in year ten.

Recruit the self-employed, not the well-paid

The consequence is uncomfortable for anyone who instinctively chases prestige. The segments to recruit are the majority-self-employed ones — photographers at 67%, art directors at 62%, illustrators at 58% (BLS; BLS; BLS) — not the highest-paid ones. Architects at 14% self-employed and salaried product designers are structurally more expensive per unit of judgement, whatever their titles suggest.

Three segment-level notes that change how you sequence:

Photographers are the easiest buy in the entire supply. BLS median $21.47/hr against a $78/hr freelance average is a 3.6x gap and the single most misleading thing in any BLS-based supply model. Their occupation is being hollowed out by smartphones and generative stock — BLS says so in writing — and they have a decade of experience being paid pennies by Shutterstock and Adobe Stock, which sets an extremely low reference price for "someone paying me for my judgement." ASMP is the reachable body: 7,000+ members across nearly 70 countries and 37 US chapters (Wikipedia). It is not an accident that Contra Labs' only working role-landing page is /jobs/photographers while the other slugs 404 (per Contra Labs) [WEAK].

Colourists are the price anchor for pure judgement. A colourist commands $81/hr / £491 per day — the highest rate in YunoJuno's twelve-role design table, above product designers and brand designers (YunoJuno). A colourist does not create; a colourist decides. If you want an open-market comparable for what trained aesthetic judgement applied per-frame is worth, that is it.

Illustrators are a political problem, not just a labour market. The lowest freelance rate on the list ($59/hr), the smallest pool (28,900), and the segment whose work was most directly ingested by image models. The ArtStation revolt, Cara, the Concept Art Association and the named plaintiffs in Andersen v. Stability are all illustrator-led. A message that works on a product designer reads as an insult here — see Will they say yes.

Senior motion is where the model breaks. School of Motion's ladder puts senior motion designers at $80–150/hr and niche specialists (Houdini, AR/VR) at $200–500+/hr (School of Motion) [UNVERIFIED]. At those rates no AI-evaluation programme in the market clears their opportunity cost on rate alone. You buy their bench hours or you buy nothing.

The clearing price, and the fork in the road

The market has already set a price and published it.

BuyerRolePublished rate
MercorDesign Expert — design scenarios, draft reference outputs, write rubrics$70–$80/hr (Mercor)
Contra LabsGraphic / brand / product designer, photographer"Up to $100/hr" (contralabs.com/jobs)
Handshake AIUI/UX Visual Designer – AI TrainerProgramme band $40–$125/hr; Glassdoor median $39 (Handshake AI; Glassdoor)
Meridial (Invisible)Graphic Designer Specialist – AI Trainer$6–$65/hr, "determined after evaluating your experience, expertise, and geographic location" (ITJobsWatch)
There is no expertise premium

The clearing price for designer AI-evaluation work is $60–85/hr, and it sits almost exactly on top of the open-market freelance rate. Mercor's $70–80 against YunoJuno's $72 product designer and $65 branding designer. Nobody is paying extra for creative expertise as such. That is either the market's mistake or your margin opportunity, and which one it is depends entirely on whether a buyer will pay for rater identity.

Invisible's $6–$65 band is the geographic-arbitrage tell. A ten-to-one range on a single job title is a pricing model, not a rate. It is the model that licence-not-assignment, no-platform-fee, author-byline positioning exists to differentiate against — and you cannot run both under one brand. A designer who discovers that the person doing the identical brief in another country is billing $6 does not conclude that they got a good deal; they conclude the rate is arbitrary. Choose price or terms. [WEAK — my judgement, not an observed finding]

The scale number to be frightened of is Handshake's: 750,000+ fellows and $100 million distributed (Handshake AI). A vertical specialist never wins on volume against that. It wins, if at all, on the top decile of the quality curve — which is the argument of What to build first and the reason the generalists matter more than the direct rivals.

Supply is abundant right now, and that is a timing signal

Every one of these occupations is flat or shrinking and BLS names the cause. Graphic designers −2% to 2035, with BLS writing that "automated design tools, such as artificial intelligence (AI), are projected to make graphic designers more productive." Animators 0%. Photographers −1%. Only product/UI (+6%) and architects (+4%) grow. The federal statistical agency is telling this workforce, in writing, that AI is shrinking their occupation.

The financial picture matches. Creative Boom's June 2026 survey of 882 professionals found 50% feel less financially secure than a year ago against 18% who feel more secure, and nearly 47% of self-employed creatives earn under £30,000 a year (Creative Boom). In the Netherlands, a Boekmanstichting survey of 700+ creatives found 20% of freelance artists have lost income or commissions to AI (NL Times).

That does two contradictory things at once: it creates economic willingness and it creates resentment. Which one wins is the subject of Will they say yes. But on the pure supply question the read is unambiguous — this is a good moment to be buying creative hours and a bad moment to be selling them.

Gross openings reinforce it. Even where net growth is negative, churn keeps the pool reachable: graphic design ~16,000 openings a year against −4,200 net, art direction ~12,200, photography ~10,700 ([BLS, occupation profiles as above]).

What the segment table cannot tell you

No global headcount exists for any segment except VFX/animation (120,000). IDC's 107M is far too broad; UNESCO's 30M creative-economy figure is cited second-hand (via Colorlib) [UNVERIFIED]. Type designer and 3D artist headcounts do not exist in any official statistical series — the TDC's 1,775 entries and the World Atlas's 2,450 studios are the only proxies. BLS OEWS detailed percentile tables were unreachable, so there are no 25th/75th percentiles here, only medians and 10th/90th from the OOH profiles. And music and sound has no channel map at all: rates and headcount exist, but there is no D&AD equivalent, no ASMP equivalent, and no community with a published size. Treat it as phase two.