{
  "source": "Cooked Index — occupational AI risk register",
  "page": "https://cookedindex.com/jobs/art-directors/",
  "methodology": "https://cookedindex.com/methodology",
  "notice": "Verdicts are re-examined as evidence accumulates. Re-fetch before relying on this; the page above always carries the current score.",
  "scored_at": "2026-08-11",
  "model": "claude-opus-5",
  "occupation": {
    "title": "Art Directors",
    "soc_code": "27-1011",
    "category": "Media",
    "us_employment": 53070,
    "median_annual_wage": 114850
  },
  "verdict": "EXPOSED",
  "risk_resistance": 39,
  "contested": false,
  "near_boundary": false,
  "dimensions": {
    "task_resistance": 8,
    "embodiment": 5,
    "liability_shield": 1,
    "trust_premium": 11,
    "judgment_accountability": 14
  },
  "reasoning": {
    "task_resistance": "An 8 lands here because the visual-exploration half of the job — three layout routes, colour and type variations, retouch comps, stock and reference pulls — is now a prompt, while the other half (running a shoot day, cutting a 40-option deck down to the two you'll defend, reworking a direction after a client kills it) still needs someone in the room, so it's genuinely split rather than mostly safe.",
    "embodiment": "A 5 reflects the shoot and press days: you're on set adjusting the set dressing and calling framing with the photographer, or on a press check checking ink density, but that's a minority of the calendar against the majority spent in Figma, InDesign, and review meetings.",
    "liability_shield": "A 1 is right because nothing licenses art direction — no board, no stamp, no continuing education; the only formal exposure is trademark and image-rights clearance, and legal or the agency's business affairs team signs off on that, not you.",
    "trust_premium": "An 11 acknowledges that a CMO who has been through three campaigns with you will call you specifically and that creative teams form around named ADs, but the work is sold under the agency or brand's name, review is by committee, and clients replace art directors between projects far more casually than they replace their agency.",
    "judgment_accountability": "A 14 is earned by the calls with no procedure behind them — choosing the visual direction that carries a multi-million-dollar launch, deciding an image reads as bold rather than tone-deaf to the audience, killing a photographer's best frame — and by the fact that when the campaign lands badly the creative choice is traced to you in the post-mortem."
  },
  "rationale": "The production layer of art direction — mood boards, comp variations, layout mockups, stock sourcing, style exploration — is exactly what generative image and layout tools now do in minutes, and that layer is where junior and mid-level art directors have historically earned their hours. What persists is the part clients actually buy: arbitrating which visual direction serves the brief, standing behind that call in the room, and directing photographers, illustrators, and designers on live shoots and productions. The modal art director keeps the job but does far less making and far more selecting, briefing, and defending.",
  "outlook": "Headcount thins from the bottom as one art director plus generative tools replaces a small studio, while the senior direction-and-accountability tier holds and gets more client-facing.",
  "what_would_raise_it": {
    "levers": [
      {
        "dimension": "task_resistance",
        "change": "Task-mix shift is already visible: as comp generation, stock sourcing and style exploration collapse to prompt time, the residual day is brief interrogation, casting/talent selection, on-set direction and cross-channel consistency arbitration — none of which current tools do end to end. The score rises mechanically as the routine tier is stripped out rather than because AI got worse.",
        "plausibility": "already happening",
        "would_add": 3
      },
      {
        "dimension": "trust_premium",
        "change": "Client-side and platform provenance requirements that make human authorship a purchasing spec: brands demanding C2PA/Content Credentials disclosure on campaign assets, and contracts (following the 2023 SAG-AFTRA and WGA precedents, plus advertiser policies at firms like Publicis/Ogilvy on disclosed genAI use) that require a named human creative director of record for broadcast and OOH work. Also regulated categories — pharma DTC, alcohol, children's advertising — where clearance reviewers want a human accountable for imagery.",
        "plausibility": "plausible",
        "would_add": 3
      },
      {
        "dimension": "judgment_accountability",
        "change": "Formalizing the art director as the named signoff for AI-generated imagery risk: agency E&O insurers (Hiscox, Chubb creative-agency policies) requiring a documented human review step for copyright/likeness/deepfake exposure before assets ship, and FTC endorsement-guides and EU AI Act transparency duties pushing a named reviewer for synthetic-content disclosure. That converts an informal taste call into an auditable one.",
        "plausibility": "plausible",
        "would_add": 3
      },
      {
        "dimension": "embodiment",
        "change": "Only route is a shift in the work's center of gravity toward live production — on-set direction of shoots, physical installations, retail environments, experiential — where presence is the deliverable. This raises the average only if the desk-bound layout share keeps shrinking faster than shoot days do.",
        "plausibility": "plausible",
        "would_add": 2
      }
    ],
    "ceiling_note": "Liability shield has no realistic route: there is no license to practice art direction, no board, and no statutory signature requirement anywhere, and no professional body (AIGA, The One Club, ADC) has any credentialing ambition of that kind. Even the plausible levers above are ceilinged — trust premium concentrates at the senior/name-attached end, so the occupation-level score can rise while the junior and mid-tier hours that carried most of the headcount do not come back."
  },
  "adjudication": null,
  "employment_history": {
    "points": [
      {
        "y": 2017,
        "emp": 38110,
        "wage": 92500
      },
      {
        "y": 2018,
        "emp": 40210,
        "wage": 92780
      },
      {
        "y": 2019,
        "emp": 42890,
        "wage": 94220
      },
      {
        "y": 2020,
        "emp": 40950,
        "wage": 97270
      },
      {
        "y": 2021,
        "emp": 42080,
        "wage": 100890
      },
      {
        "y": 2022,
        "emp": 54470,
        "wage": 105180
      },
      {
        "y": 2023,
        "emp": 51200,
        "wage": 106500
      },
      {
        "y": 2024,
        "emp": 50370,
        "wage": 111040
      },
      {
        "y": 2025,
        "emp": 53070,
        "wage": 114850
      }
    ],
    "from": 2017,
    "to": 2025,
    "change_pct": 39.3,
    "comparable_from": 2019,
    "spans_soc_revision": true
  },
  "pivots": [],
  "license": "https://cookedindex.com/terms"
}