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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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The AI Resilience Report is a project from CareerVillage®, a registered 501(c)(3) nonprofit.
Last Update: 4/23/2026
Your role’s AI Resilience Score is
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Low
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Med
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
There are a reasonable number of sources for this result, but there is some disagreement between them.
Contributing sources
Historians are somewhat less resilient to AI impacts than most occupations, according to our analysis of 7 sources.
The career of a historian is labeled as "Somewhat Resilient" because AI is changing how some tasks are done, like organizing and searching through large archives, and even drafting content from historical data. However, AI tools still can't fully replace the human skills that are essential in this field, such as building trust in interviews and making meaningful interpretations of history.
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Learn more about how you can thrive in this position
This role is somewhat resilient
The career of a historian is labeled as "Somewhat Resilient" because AI is changing how some tasks are done, like organizing and searching through large archives, and even drafting content from historical data. However, AI tools still can't fully replace the human skills that are essential in this field, such as building trust in interviews and making meaningful interpretations of history.
Read full analysisAnalysis of Current AI Resilience
Historians
Updated Quarterly • Last Update: 2/17/2026

Historians still do many tasks by hand, but AI tools are helping with data work. For example, national archives now use machine learning to tag and organize millions of records, making them searchable for visitors [1]. Scholars also use AI to read hard archives: recently researchers scanned burned Roman scrolls and applied AI imaging to “virtually” unroll and read them [2].
In museums, pilots show AI can draft content from big archives. MoMA used an AI model to scan hundreds of exhibition pages to auto-generate artist biographies, cutting research time [3] [3]. Some museums let visitors “interview” history: one Boston exhibit uses AI chatbots to answer questions using its collection [1], and holograms of Frederick Douglass use AI to respond from his writings [1].
Even so, most historian work still needs humans. AI can transcribe interviews or suggest connections, but only people build trust and empathy in an interview [4]. Curators use AI patterns to find exhibits, yet they choose what story to tell.
Experts note that algorithms can spot trends, but human imagination shapes meaning [5]. Historians must still check facts carefully, since AI often makes errors. In short, tools can speed up collecting and organizing history, but people give history its true meaning.

AI use in history moves carefully. Many tools (like free chatbots or image software) exist, but they need staff time and ethics checks. Digitizing archives or projects (e.g. scan-and-translate rare texts) can be expensive [2] [2], so only big museums and libraries can fund them.
Historians worry about accuracy: one curator said AI must be used “in an ethical manner” to tell history [1]. But some AI is cheap or free, so students and researchers may use it for quick tasks. Overall, AI adoption will likely grow slowly – it helps with heavy work, but human judgment and storytelling will still be essential [4] [5].
Capturing the past isn’t easy to fully automate, and historians’ skills in analysis and care will remain valuable.

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They study past events by researching documents and artifacts to understand how history shapes our present and future.
Median Wage
$74,050
Jobs (2024)
3,400
Growth (2024-34)
+2.2%
Annual Openings
300
Education
Master's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Teach and conduct research in colleges, universities, museums, and other research agencies and schools.
Prepare publications and exhibits, or review those prepared by others, to ensure their historical accuracy.
Translate or request translation of reference materials.
Recommend actions related to historical art, such as which items to add to a collection or which items to display in an exhibit.
Speak to various groups, organizations, and clubs to promote the aims and activities of historical societies.
Conserve and preserve manuscripts, records, and other artifacts.
Organize information for publication and for other means of dissemination, such as use in CD-ROMs or Internet sites.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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