{ "source": "Cooked Index — occupational AI risk register", "page": "https://cookedindex.com/jobs/interior-designers/", "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": "Interior Designers", "soc_code": "27-1025", "category": "Media", "us_employment": 71500, "median_annual_wage": 67190 }, "verdict": "EXPOSED", "risk_resistance": 49, "contested": false, "near_boundary": false, "dimensions": { "task_resistance": 9, "embodiment": 10, "liability_shield": 6, "trust_premium": 13, "judgment_accountability": 11 }, "reasoning": { "task_resistance": "Concept boards, palette studies, furniture layouts and photoreal renderings — the deliverables that fill most billable hours in a residential practice — are now produced by image and CAD generators in minutes, which pulls this well below the midpoint; what keeps it at 9 rather than 4 is that nothing generative can measure an out-of-square 1920s wall, verify a lead time with a mill, or reselect a stone after the client sees the actual slab.", "embodiment": "You are on site with a laser measure and a tape, pulling samples, checking that the installed tile matches the approved sample and that the sofa clears the stair turn — but you are not doing the demo or the install, and a large share of the week is spent at a screen on specs, schedules and purchase orders, which is why this lands mid-range rather than up with the trades.", "liability_shield": "NCIDQ and state title or practice acts cover only part of the field — most residential designers work with no licence at all, and stamped drawings for anything structural or life-safety go out under an architect's or engineer's seal, so the personal exposure that would push this past 10 sits with someone else.", "trust_premium": "Clients hire a specific designer because that person will be in their half-gutted house making taste decisions about money they are anxious about, and referrals from finished projects drive most of the pipeline — the 13 rather than 17 reflects that the relationship usually ends when the punch list closes, not a decades-long retainer.", "judgment_accountability": "You decide whether to specify a $180/yd performance fabric for a household with dogs, whether that beam can be furred out or has to be exposed, and when to tell a client their idea will fail — real calls with real money attached, but the ones that carry code, egress or structural consequence get handed to the architect or GC, keeping this in the discretion band rather than the top." }, "rationale": "The visual front end of this job — mood boards, style concepts, photoreal renderings, palette and layout variations — is exactly what image models now produce in minutes, and CAD/space-planning drafts are increasingly generated too. What holds is the embodied middle: field measurement of crooked walls, touching and specifying materials, walking a job site, coordinating contractors and vendors, and absorbing a client's indecision until they commit. The modal worker here is residential or small-commercial; commercial designers with NCIDQ and code-compliance responsibility sit noticeably safer than that median.", "outlook": "Rendering and concept work collapses in billable value while the field-measurement, code-compliance, and construction-coordination tiers hold; expect fewer pure decorators and more designers who function as small project managers.", "what_would_raise_it": { "levers": [ { "dimension": "liability_shield", "change": "Expansion of state interior design practice acts (rather than title acts) requiring an NCIDQ-certified designer to seal commercial interior construction documents for permit — the model Louisiana/Nevada/Florida-style practice act, actively pushed by CIDQ and ASID/IIDA in state legislatures. If a state adopts sealing authority plus personal liability for egress, occupancy, and finish flame-spread compliance, the licensed tier gains a signature no model can supply.", "plausibility": "plausible", "would_add": 6 }, { "dimension": "liability_shield", "change": "Building-code adoption (IBC ch. 8/10 enforcement) or E&O insurers requiring a named human of record to certify AI-generated space plans and finish schedules before a permit or a bid package is accepted — mirroring how architects' insurers now exclude unreviewed generative output.", "plausibility": "plausible", "would_add": 3 }, { "dimension": "task_resistance", "change": "Task-mix shift: once rendering, palette variation, and CAD drafting are fully automated, the residual job is field verification of as-built conditions, material sourcing under lead-time constraints, and contractor coordination — a genuinely two-tier occupation where the surviving tier is procurement and site judgment, not visualization. Raises measured resistance without any new law, but shrinks headcount.", "plausibility": "already happening", "would_add": 4 }, { "dimension": "judgment_accountability", "change": "Growth of accessibility and healthcare/senior-living interiors work where the designer owns ADA clearance, wayfinding, and fall-risk calls that get audited after incidents — DOJ ADA settlements and CMS design guidance already create a named-decision-maker record.", "plausibility": "plausible", "would_add": 3 }, { "dimension": "trust_premium", "change": "Fee-structure shift toward hourly/retainer advisory and procurement-margin models where the client is explicitly buying taste attribution and a person accountable for a $200k furniture order — visible in high-end residential firms already declining flat-fee concept work.", "plausibility": "plausible", "would_add": 2 }, { "dimension": "embodiment", "change": "Insurer or lender requirements for in-person as-built field measurement and material sign-off on renovation draws (already common in construction lending inspections) would harden the site-visit component against remote/AI substitution.", "plausibility": "plausible", "would_add": 2 } ], "ceiling_note": "The residential median has no realistic route to a high trust premium: clients who once paid for concept boards can now generate them, and the brand-name taste premium concentrates in a small top tier. Practice-act expansion has been contested for two decades with slow, uneven adoption, and it protects only the commercial/NCIDQ segment — it does nothing for the modal residential worker, who is the majority of this SOC." }, "adjudication": null, "employment_history": { "points": [ { "y": 2017, "emp": 56070, "wage": 51500 }, { "y": 2018, "emp": 57070, "wage": 53370 }, { "y": 2019, "emp": 60650, "wage": 56040 }, { "y": 2020, "emp": 59170, "wage": 57060 }, { "y": 2021, "emp": 61970, "wage": 60340 }, { "y": 2022, "emp": 64290, "wage": 61590 }, { "y": 2023, "emp": 67760, "wage": 62510 }, { "y": 2024, "emp": 69580, "wage": 63490 }, { "y": 2025, "emp": 71500, "wage": 67190 } ], "from": 2017, "to": 2025, "change_pct": 27.5, "comparable_from": 2019, "spans_soc_revision": true }, "pivots": [ { "slug": "architects-except-landscape-and-naval", "title": "Architects, Except Landscape and Naval", "verdict": "EXPOSED", "risk_resistance": 61, "median_wage": 99280, "overlap": 74, "skills_to_close": [ "Science", "Quality Control Analysis", "Operations Analysis", "Systems Evaluation" ] }, { "slug": "construction-managers", "title": "Construction Managers", "verdict": "EXPOSED", "risk_resistance": 65, "median_wage": 114990, "overlap": 63, "skills_to_close": [ "Quality Control Analysis", "Management of Personnel Resources", "Science", "Systems Evaluation" ] } ], "license": "https://cookedindex.com/terms" }