← Risk register SOC 19-3093 · reviewed 2026-08-11

Historians

3,450 US workers · median $76,750/yr · Science

EXPOSED

The bulk of a historian's paid day is reading, summarizing, synthesizing secondary literature, drafting narrative text, and preparing exhibit copy, reports, or background briefs — exactly the work large language models already do at usable quality and enormous speed. What resists is physical archival work: locating and handling uncatalogued manuscripts, reading damaged or handwritten primary sources in context, authenticating provenance, and standing behind an interpretive claim under professional or legal scrutiny. There is no license, no signature requirement, and a tiny national headcount (about 3,450), so most employed historians work in government, consulting, museums, or historic preservation rather than pure scholarship — and those roles pay for defensible judgment, not prose volume.

10-year outlook: By 2035 the writing-and-synthesis half of the job is largely machine-assisted, and the paid roles concentrate in compliance history, provenance, and litigation support where a named human must defend the finding.

US employment, 2019–2025+13.5%
3,0403,450 workers

Dipped in 2020, then grew past where it started.

Median pay $63,680 → $76,750 -3.6% in real terms (nominal +20.5%, less ~25% US inflation over the period)

The job count is not the verdict

This line is counted by the Bureau of Labor Statistics — the one figure on this page that isn't a judgement of ours. Headcount moves on demand, offshoring, demographics and the business cycle, and automation is one term among several, often not the loudest.

So a falling line is not evidence that AI did it, and a rising one is not evidence that it won't. Both happen in this register: some occupations resist automation and shrink anyway, others are highly automatable and keep growing. The marked year is 2020.

BLS projection, 2024–2034

+2.2% 3,400 → 3,500 on the projections basis

Exposed, but growing

AI can already do a lot of these tasks, and the BLS still expects +2.2% more of these jobs by 2034. Demand for the output is growing faster than the work is being automated away — the mechanism BLS gives for software developers, and the combination people most often misread as an error.

Different clocks. The score is what current AI could do to this work today. The projection is how many of these jobs will exist in 2034. Everything between the two — how fast employers actually adopt, whether demand grows in the meantime — is why they can point opposite ways without either being wrong.

~300 openings a year on average, including replacing people who leave.

One email if this score changes. Watch as many occupations as you like from the same address — no account, and nothing is sent on a schedule, only when a verdict actually moves.

Also known as — 24 job titles this covers

Titles reported by people doing this work, from the US Department of Labor's O*NET survey. If your job title is here, this page is about your work even though the name doesn't match.

HistorianResearcherGenealogistArt HistorianFilm HistorianOral HistorianProtohistorianDance HistorianHistoriographerMusic HistorianCounty HistorianHealth HistorianMedical HistorianResearch AssociateResearch HistorianHistorian DeveloperHistoric InterpreterMedication HistorianCollection SpecialistField Court ResearcherGenealogist ResearcherHistorical InterpreterArchitectural HistorianDramatic Arts Historian

Score — 36/100 resistance

Holding it up: judgment & accountability (10/20). Weakest point: liability shield (4/20).

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 8 + 6 + 4 + 8 + 10 = 36. · Scored 2026-08-11, and re-examined when evidence accumulates rather than on a schedule.

Task resistance 8/20

Mixed — a routine tier and a judgment tier An 8 reflects the split in an actual week: literature review, chronology-building, drafting Section 106 effects narratives, and writing exhibit label copy are already machine-drafted at usable quality, while paleography on an unindexed 18th-century deed book, cross-checking a courthouse fire gap against county tax rolls, and establishing provenance chains for a repatriation claim still require a person in the reading room — the resisting share is real but is the minority of billable hours.

Embodiment 6/20

Some physical or field component A 6 covers travel to archives, county recorders' offices, and field visits to survey a building for National Register eligibility — real time out of the chair, but in climate-controlled reading rooms and standing structures with gloves and a camera, not the uncontrolled conditions that push a score into the teens.

Liability shield 4/20

No licence, no signature requirement A 4 is the floor plus nothing: there is no state licence to practice history, and while Secretary of the Interior Professional Qualification Standards (36 CFR 61) gate who can author a Section 106 or NRHP determination, that is an employer/agency credential check on a CV, not a personal licence that can be revoked or sued.

Trust premium 8/20

Some relationship component An 8 recognizes that repeat clients — a tribal historic preservation office, a law firm needing a toxic-tort corporate-knowledge expert, a county commission — hire a specific historian they have worked with and whose testimony held up, but the deliverable is still a report that gets read by people who never meet you, unlike a therapist or a family lawyer.

Judgment & accountability 10/20

Meaningful discretion A 10 sits at the top of real discretion without crossing into 14+: deciding that a fragmentary record supports a finding of adverse effect, or that a company plausibly knew about asbestos hazards by 1948, is a contestable call you defend in deposition or peer review — but the consequences land on an agency decision or a jury verdict, and the historian is one input among engineers, archaeologists, and counsel.

This verdict was revised after a second scoring. Two independent runs of the same rubric returned 32/100 and 40/100. The score above is their average, and the change of label held whichever way the rounding went — so it reflects the two runs genuinely disagreeing with the first published number, not a rounding artefact.

Confidence: medium · reviewed 2026-08-11 · how scoring works

What this job involves — and which parts are yours

The verdict above describes this occupation as a whole. Almost nobody does the typical version of a job — tick what's actually in your week and see how your own mix sits.

AI already does these at usable quality

These still need a person

Active moats on the surviving side: judgment, embodiment

How to future-proof this job

Training paths for your skill gaps: Khan Academy — mathematics, arithmetic through calculus free · MIT OpenCourseWare — systems analysis and engineering free · edX — systems thinking and evaluation methods free to audit · Coursera — people management and team leadership specialisations free to audit · Coursera — teaching and instructional design, audit free free to audit · Learning How to Learn — the most-taken course on Coursera, and free free to audit · Khan Academy — physics, chemistry and biology from the ground up free · edX — performance measurement and evaluation free to audit · Coursera — work planning and personal productivity free to audit

All 35 skills ranked by how many jobs they open →

Where this experience transfers — occupations you could move toward

Computed from U.S. Dept. of Labor O*NET skill and knowledge profiles: high overlap with what you already do, a materially higher resistance score, no large jump in required training, and no licence you would have to start a new pipeline to get. Targets that pay meaningfully less, that are themselves COOKED, or whose own headcount is falling are excluded — a move into a shrinking trade is not an escape.

Anthropologists and Archeologists EXPOSED · 51/100 · you already have ~79% of the skill profile

Skills to close: Mathematics, Systems Analysis, Systems Evaluation, Management of Personnel Resources

Anthropology and Archeology Teachers, Postsecondary EXPOSED · 51/100 · you already have ~78% of the skill profile

Skills to close: Instructing, Learning Strategies, Science, Monitoring

History Teachers, Postsecondary EXPOSED · 47/100 · you already have ~78% of the skill profile

Skills to close: Instructing, Learning Strategies, Time Management, Systems Analysis

What would move this back up — beyond any one person

The moves above are yours to make. This is the other half: what would have to change in the world for the occupation itself to score higher. None of it is in any one person's gift, but it is where the floor actually comes from. Scores here are not a one-way ratchet. Only two of the five dimensions — task resistance and embodiment — track what machines can do. The other three track law, what buyers will pay for, and who is answerable, and those move in both directions, often in response to the same pressure AI creates. If every lever below landed, this occupation would score around 57/100, still EXPOSED.

6 specific changes that would raise this score
  • already happening task resistance +5

    Genuine two-tier occupation: if the literature-review, exhibit-copy and background-brief tier is absorbed, what remains is uncatalogued and unscanned manuscript work, paleography on damaged hands, provenance authentication, and adversarial source criticism — the residual job is the judgment tier. Watchable signal: consulting and museum job postings shifting from 'research and write' to 'verify, authenticate, testify'.

  • already happening judgment accountability +4

    Provenance and repatriation work under the revised NAGPRA regulations (effective January 2024, shifting deference to tribal traditional knowledge and tightening institutional deadlines) plus museum due-diligence on Nazi-era and colonial-era acquisitions makes a named historian the owner of consequential, contested, reversible-by-litigation calls.

  • already happening liability shield +3

    Expert-witness historians in tobacco, asbestos, lead-paint, tribal water-rights and Indian Claims-type litigation are already subject to Daubert/FRE 702 and Rule 26 disclosure; the 2023 amendment to FRE 702 tightened the proponent's burden. A court rule or state bar practice requiring the testifying historian to certify primary-source review and disclose AI assistance would attach real sanction exposure to the opinion.

  • plausible liability shield +5

    Section 106 / NHPA and NEPA review already require a qualified professional meeting the Secretary of the Interior's Professional Qualification Standards (36 CFR 61) to author and sign historic-property determinations and HABS/HAER documentation. If SHPOs or the ACHP add an explicit certification that the signing historian personally verified archival sources and did not rely on unverified generative output — analogous to the attorney AI-verification standing orders many federal judges adopted in 2023-24 — the signature becomes personally attributable rather than nominal.

  • plausible trust premium +2

    Narrow but real: if archives, university presses or grant funders adopt disclosure-and-verification requirements for AI-assisted historical scholarship (the AHA has issued statements on generative AI in the discipline), a human-attested provenance chain becomes the purchased good for authentication and litigation clients. This does not extend to popular narrative history, where buyers show no demonstrated willingness to pay for human authorship.

  • plausible embodiment +2

    Volume of undigitized material is the floor here — most local, county, corporate and foreign-language holdings remain unscanned and unindexed, so on-site handling, condition assessment and in-context reading of fragile originals cannot be remoted. This score rises only relatively, as digitizable work leaves the occupation.

The limit. Headcount of ~3,450 caps everything: too small to sustain a licensing board, and no state has ever proposed one. The realistic top is roughly the mid-50s, driven almost entirely by the federal-preservation signature and expert-witness channels — which describe maybe a third of employed historians. For historians whose work is synthesis and narrative writing, none of these levers reach them, and no plausible mechanism gives that work a trust premium.

These are conditions, not forecasts — what would have to happen, not what will. Specific rules, cases and bills are named so you can go and check whether they exist and where they stand; verify before relying on any of them. Nothing here is legal or financial advice.

Revision history

Every change to this verdict since we started logging. Moves inside the measured noise band — three points or less — are not recorded, because re-scoring the same occupation drifts that much on its own and logging it would bury the real movements.

  1. 2026-08-12 COOKED → EXPOSED 32 → 36/100

    Adjudication: scored twice independently and the runs disagreed. The change held under every rounding method, so the average was published.

Where this work is, and what it pays there

BLS metro figures for 18 areas. The verdict above does not change by city — the rubric judges what the work involves, not where it happens — but pay and headcount do, and the national median hides a very wide range.

Most of these jobs

Washington-Arlington-Alexandria, DC-VA-MD-WV 410 $115,690 +51%
New York-Newark-Jersey City, NY-NJ 180 $80,400 +5%
Salt Lake City-Murray, UT 80 $33,840 -56%
Urban Honolulu, HI 70 $95,470 +24%
Albany-Schenectady-Troy, NY 60 $48,610 -37%
Atlanta-Sandy Springs-Roswell, GA 60 $61,640 -20%
Los Angeles-Long Beach-Anaheim, CA 50 $98,210 +28%
San Francisco-Oakland-Fremont, CA 50 $88,790 +16%

Best paid

Minneapolis-St. Paul-Bloomington, MN-WI 40 $116,520 +52%
Washington-Arlington-Alexandria, DC-VA-MD-WV 410 $115,690 +51%
San Antonio-New Braunfels, TX 40 $101,900 +33%

Percentages are against this occupation's national median of $76,750. Counts are jobs in that metro, not vacancies. Metros where the BLS suppressed the cell are absent rather than shown as zero.

Who is actually doing this — nobody, on the record

We have no reported case of a named organisation automating this occupation. Not one deployment, not one announcement.

That is worth saying out loud next to a score of 36. The verdict above is about what the work exposes — what current AI could do to these tasks. It is not a claim that anyone has done it. For this occupation those two things have come apart completely: the capability argument is on this page, and the evidence column is empty.

Read that as a gap in the reporting we can see, not proof of absence — the dispatch runs on English-language feeds and misses plenty. If you know of a case, tell us, or add a field report from inside the job.

Quick take — do you do this job?

Has AI actually changed your work? One tap, anonymous, and the running tally is public. Nothing else is asked of you.

Self-reported and unverified — a sentiment signal, not a survey. One response per person per occupation; you can change your answer.

Field reports — what people say has changed

No field reports yet. A written account takes a paragraph rather than a tap, goes to an editor before it appears, and is the one thing on this page the rubric cannot produce on its own.

File a field report

Concrete beats general: a tool that arrived, a task that moved, a headcount decision you watched happen. Don't include anything that identifies you or your employer if that would put you at risk.

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Kept current

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