JobAIRisk

Historians

Historians — AI exposure, safer roles, and a pivot plan.

Also known as: Genealogist · Film Historian · Dance Historian · County Historian · Health Historian · Historian Developer

AI Task Exposure Score

High exposure

More exposed than 53% of 968 occupations · Rank #429 (1 = most exposed)

This score estimates how exposed the tasks in a role are to current and near-term AI capabilities. It does not predict whether a specific person will lose a job.

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

  • Gather historical data from sources such as archives, court records, diaries, news files, and photographs, as well as from books, pamphlets, and periodicals.77
  • Coordinate activities of workers engaged in cataloging and filing materials.70
  • Interview people to gather information about historical events and to record oral histories.68

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

  • Present historical accounts in terms of individuals or social, ethnic, political, economic, or geographic groupings.49
  • Speak to various groups, organizations, and clubs to promote the aims and activities of historical societies.49
  • Prepare publications and exhibits, or review those prepared by others, to ensure their historical accuracy.49

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

  • Conduct historical research as a basis for the identification, conservation, and reconstruction of historic places and materials.34
  • Research the history of a particular country or region, or of a specific time period.34
  • Conduct historical research, and publish or present findings and theories.34

Task exposure values and classifications come from the versioned data release — they are structured data, not model output. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 50 puts Historians in the third quartile of analyzed occupations. In practice, exposure this high is about the mix: 6 of 20 analyzed tasks lean automatable, 11 augmentable, and 3 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

One next move: audit how much of your week sits in the exposed tasks above — then shift time toward the durable set or investigate the adjacent roles below.

Lower-exposure adjacent roles

Shown only when the target is at least 10 points lower under the same score version and skill overlap is at least 50%. These are adjacent roles with lower task exposure — not guaranteed “safe careers”.

Labor-market context

  • $76,750median wage
  • 3,450employed
  • 300annual openings
  • +2.9%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Your week probably doesn’t match the average

This page scores the occupation. The $9 Personalized Risk & Action Report scores your task mix — paste what you actually do and get your own score, confidence level, task matrix, human moat, and a 7/30/90-day plan.

Personalize my result — $9

Related roles

Adjacent by skills or family — no exposure claim implied.

FAQ — Historians

What does a score of 50 mean for a Historians?
It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 50 on a 0–100 exposure scale — in the third quartile of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.
Which tasks in this role are most exposed to AI?
The highest-exposure tasks are: Gather historical data from sources such as archives, court records, diaries, news files, and photographs, as well as from books, pamphlets, and periodicals; Coordinate activities of workers engaged in cataloging and filing materials; Interview people to gather information about historical events and to record oral histories. Exposure is scored per task from structured data, not generated by a language model.
Which parts of this job are most durable?
The most durable responsibilities are: Conduct historical research as a basis for the identification, conservation, and reconstruction of historic places and materials; Research the history of a particular country or region, or of a specific time period; Conduct historical research, and publish or present findings and theories. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.
Is this score personalized to me?
No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.

Score version jr-v1 · data release 2026.07.11-r1 · updated 2026-07-11 · baseline mapping: 20 of 20 tasks carry source-level provenance · methodology