Last Update: 3/13/2026
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
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.
What does this resilience result mean?
These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.
AI Resilience Report for
They study past events by researching documents and artifacts to understand how history shapes our present and future.
This role is evolving
The career of a historian is labeled as "Evolving" because while AI tools are increasingly used to help organize and analyze historical data, the core tasks of storytelling and interpretation still rely heavily on human skills. AI can assist with heavy data work like tagging records or scanning documents, but it can't replace the human ability to build trust, imagination, and empathy in understanding history.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is evolving
The career of a historian is labeled as "Evolving" because while AI tools are increasingly used to help organize and analyze historical data, the core tasks of storytelling and interpretation still rely heavily on human skills. AI can assist with heavy data work like tagging records or scanning documents, but it can't replace the human ability to build trust, imagination, and empathy in understanding history.
Read full analysisContributing Sources
We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.
AI Resilience
AI Resilience Model v1.0
AI Task Resilience
CareerVillage's proprietary model that estimates how resilient each occupation's tasks are to AI automation and augmentation
Microsoft's Working with AI
AI Applicability
Measures how applicable AI tools (like Bing Copilot) are to each occupation based on real usage patterns
Anthropic's Observed Exposure
AI Resilience
Based on observed patterns of how Claude is being used across occupational tasks in real conversations
Will Robots Take My Job
Automation Resilience
Estimates the probability of automation for each occupation based on research from Oxford University and other academic sources
Althoff & Reichardt
Economic Growth
Measured as "Wage bill" which is a long term projection for average wage × employment. It's the total labor income flowing to an occupation
Low Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Historians
Updated Quarterly • Last Update: 2/17/2026

What's changing and what's not
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 in the real world
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.

Help us improve this report.
Tell us if this analysis feels accurate or we missed something.
Share your feedback
Navigate your career with COACH, your free AI Career Coach. Research-backed, designed with career experts.
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
Prepare publications and exhibits, or review those prepared by others, to ensure their historical accuracy.
Recommend actions related to historical art, such as which items to add to a collection or which items to display in an exhibit.
Translate or request translation of reference materials.
Speak to various groups, organizations, and clubs to promote the aims and activities of historical societies.
Interview people to gather information about historical events and to record oral histories.
Teach and conduct research in colleges, universities, museums, and other research agencies and schools.
Conduct historical research, and publish or present findings and theories.
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.

© 2026 CareerVillage.org. All rights reserved.
The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.
Built with ❤️ by Sandbox Web
The AI Resilience Report is governed by CareerVillage.org’s Privacy Policy and Terms of Service. This site is not affiliated with Anthropic, Microsoft, or any other data provider and doesn't necessarily represent their viewpoints. This site is being actively updated, and may sometimes contain errors or require improvement in wording or data. To report an error or request a change, please contact air@careervillage.org.