{ "source": "Cooked Index — occupational AI risk register", "page": "https://cookedindex.com/jobs/architectural-and-civil-drafters/", "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": "Architectural and Civil Drafters", "soc_code": "17-3011", "category": "Engineering", "us_employment": 103700, "median_annual_wage": 66150 }, "verdict": "COOKED", "risk_resistance": 22, "contested": false, "near_boundary": false, "dimensions": { "task_resistance": 6, "embodiment": 5, "liability_shield": 3, "trust_premium": 3, "judgment_accountability": 5 }, "reasoning": { "task_resistance": "Producing a plan-and-profile sheet from an alignment file, dropping in standard curb-return and manhole details from the office library, renumbering sheets and updating the revision cloud after a markup — Revit and Civil 3D already automate most of this through families, dynamic blocks and sheet-set manager, and the remaining hand-work is layer cleanup and plot styles, which is why this sits at 6 rather than in the mixed band.", "embodiment": "You are at a dual-monitor workstation nearly all day; the 5 accounts for the occasional site visit to verify as-builts, measure an existing building for a renovation set, or walk a corridor with a survey crew to check what the utility base map got wrong — real trips, but a handful a month, not a daily field posting.", "liability_shield": "No state licenses drafters; the PE stamp or architect's seal on the title block belongs to someone else, and while an ADD or Autodesk certification may get you interviewed, it is never a legal condition of the work being accepted by a plan reviewer.", "trust_premium": "The deliverable is a PDF sheet set or an IFC/DWG file that a plan checker, contractor or client reads without knowing who drew it, and continuity with an architect who likes your line weights is a preference within the firm, not something a client would follow you to another employer for.", "judgment_accountability": "You make real calls on dimensioning strategy, detail scale, sheet composition and whether a section actually reads — but they route through a checkprint and back-check cycle where the engineer of record resolves anything ambiguous, so the discretion is drafting-convention discretion, not design liability." }, "rationale": "The core of this job — converting engineer or architect sketches into dimensioned CAD plans, generating sections and elevations, applying title blocks and standard details, updating drawing sets after markups — is exactly the structured, rule-governed screen work that generative CAD/BIM tooling and parametric templates are eating fastest. The drafter does not sign or seal the drawings; the licensed PE or architect carries the liability, so there is no regulatory moat protecting the seat. What survives is closer to BIM coordination: clash detection, as-built field verification, and translating messy survey and utility data into a model that actually matches the ground.", "outlook": "Headcount keeps shrinking as design software generates documentation directly from models; the remaining jobs are BIM coordinators and field-verification techs attached to specific projects, not production drafters at a workstation.", "what_would_raise_it": { "levers": [ { "dimension": "task_resistance", "change": "Task-mix shift toward BIM coordination: if routine sheet production is fully automated, the remaining seat is clash detection across MEP/structural models, reconciling conflicting utility as-builts, and field verification where surveyed conditions contradict the model. This tier genuinely exists (BIM Coordinator / VDC roles) and is not rule-governed. Watch for job postings retitled from 'CAD Drafter' to 'BIM Coordinator' with Navisworks/Revit clash workflows as the core duty.", "plausibility": "already happening", "would_add": 4 }, { "dimension": "embodiment", "change": "Growth of as-built field verification and reality capture: laser scanning (Leica/Faro/Matterport), scan-to-BIM registration, and walking active construction sites to confirm existing conditions before renovation documentation. Existing-building retrofit and energy-code renovation work pushes more of the week onto site. Watch for drafters carrying scanner certification and site-safety (OSHA 10/30) requirements in postings.", "plausibility": "plausible", "would_add": 4 }, { "dimension": "liability_shield", "change": "State licensing boards or NCEES-model rules requiring a named, qualified 'model author of record' or documented human model-integrity review before a BIM model is submitted as a contract deliverable — analogous to how some jurisdictions are drafting digital-signature and electronic-seal rules for model-based permitting. Also watch permit authorities (e.g., jurisdictions piloting model-based plan review) requiring an identified preparer attestation distinct from the sealing PE.", "plausibility": "unlikely", "would_add": 3 }, { "dimension": "judgment_accountability", "change": "Clash-resolution authority in IPD and design-build contracts: where the BIM Execution Plan names a coordinator who resolves spatial conflicts and issues RFIs, the seat owns consequential calls whose cost of error is measured in rework. Watch for AIA/ConsensusDocs BIM addenda that assign model-coordination responsibility (and E&O exposure) to a named individual rather than the design firm generally.", "plausibility": "plausible", "would_add": 3 } ], "ceiling_note": "No plausible route to trust premium: the buyer is a contractor or design firm, the drawing set is the product, and no client pays extra to know a human drew the linework. Liability also stays structurally weak because the seal belongs to the PE/architect by statute in every state, and no board has shown appetite to license the drafting tier. Even with every lever above, this stays a low-scoring occupation whose survivors are a minority who moved into coordination and field capture." }, "adjudication": null, "employment_history": { "points": [ { "y": 2017, "emp": 95960, "wage": 52870 }, { "y": 2018, "emp": 97610, "wage": 54920 }, { "y": 2019, "emp": 98800, "wage": 56340 }, { "y": 2020, "emp": 99180, "wage": 57500 }, { "y": 2021, "emp": 101310, "wage": 60340 }, { "y": 2022, "emp": 105960, "wage": 59820 }, { "y": 2023, "emp": 111070, "wage": 61820 }, { "y": 2024, "emp": 109550, "wage": 64280 }, { "y": 2025, "emp": 103700, "wage": 66150 } ], "from": 2017, "to": 2025, "change_pct": 8.1, "comparable_from": 2019, "spans_soc_revision": true }, "pivots": [ { "slug": "civil-engineers", "title": "Civil Engineers", "verdict": "EXPOSED", "risk_resistance": 63, "median_wage": 100840, "overlap": 78, "skills_to_close": [ "Operations Analysis", "Science", "Systems Evaluation", "Speaking" ] }, { "slug": "aerospace-engineers", "title": "Aerospace Engineers", "verdict": "EXPOSED", "risk_resistance": 48, "median_wage": 134960, "overlap": 70, "skills_to_close": [ "Operations Analysis", "Science", "Technology Design", "Speaking" ] }, { "slug": "mining-and-geological-engineers-including-mining-safety-engineers", "title": "Mining and Geological Engineers, Including Mining Safety Engineers", "verdict": "SAFE", "risk_resistance": 68, "median_wage": 106220, "overlap": 69, "skills_to_close": [ "Management of Material Resources", "Management of Financial Resources", "Science", "Systems Evaluation" ] } ], "license": "https://cookedindex.com/terms" }