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JOB REPORT / 25-4012 · 15 TASKS

Curators.

Can AI do the work of Curators?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

How does this fit your work?

How many tasks do you use AI to assist with at work?

Drag the dot. There’s no wrong answer; it starts at our estimate.

Starting pointOur estimate

The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

  • Develop and maintain an institution's registration, cataloging, and basic…
  • Arrange insurance coverage for objects on loan or…
  • Establish specifications for reproductions and oversee their manufacture…

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Earn a certificate in your job

A guided certificate program in AI-assisted Curators work. It covers the 13 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

13 of 15 tasks reviewed

This job has 15 core tasks. We went through 13 of them, one at a time.

Task by task, from the work Curators actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

  1. TASK 01

    Develop and maintain an institution's registration, cataloging, and basic record-keeping systems, using computer databases.

    AI DOES

    Suggests tags, fills standard fields, flags duplicates, and searches across large record sets

    YOU DO

    Decide how to describe and classify unique objects based on deep subject knowledge

  2. TASK 02

    Arrange insurance coverage for objects on loan or for special exhibits and recommend changes in coverage for the entire collection.

    AI DOES

    Drafts coverage comparisons, flags gaps in existing policies, and summarizes object valuation data

    YOU DO

    Negotiate terms with insurers and make final coverage decisions based on institutional risk judgment

  3. TASK 03

    Establish specifications for reproductions and oversee their manufacture or select items from commercially available replica sources.

    AI DOES

    Drafts specification documents, researches vendors, and compares replica sources online

    YOU DO

    Inspect physical samples and judge whether reproductions meet authentic quality standards

  4. TASK 04

    Design, organize, or conduct tours, workshops, and instructional or educational sessions to acquaint individuals with an institution's facilities and materials.

    AI DOES

    Drafts tour scripts, suggests themes, organizes talking points, and creates educational materials

    YOU DO

    Show up in person, read your audience, and bring the collection to life through real connection

  5. TASK 05

    Confer with the board of directors to formulate and interpret policies, to determine budget requirements, and to plan overall operations.

    AI DOES

    Drafts policy options, summarizes budget data, and prepares talking points for board meetings

    YOU DO

    Lead the actual conversation, build relationships, and make judgment calls with the board

  6. TASK 06

    Negotiate and authorize purchase, sale, exchange, or loan of collections.

    AI DOES

    Drafts offer letters, summarizes contract terms, researches item values, and flags legal considerations

    YOU DO

    Build relationships, read the room, and sign off on final deals

  7. TASK 07

    Train and supervise curatorial, fiscal, technical, research, and clerical staff, as well as volunteers or interns.

    AI DOES

    Drafts training materials, onboarding guides, and performance review templates

    YOU DO

    Build trust, read people, and make real-time calls about team needs

  8. TASK 08SOURCE-BACKED TASK

    Study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value.

    AI DOES

    Analyzes materials and cross-references provenance records

    YOU DO

    Judge authenticity and final value

    About this analysis

    39% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  9. TASK 09SOURCE-BACKED TASK

    Plan and organize the acquisition, storage, and exhibition of collections and related materials, including the selection of exhibition themes and designs, and develop or install exhibit materials.

    AI DOES

    Generates exhibit layouts and suggests thematic connections

    YOU DO

    Choose what stories to tell and why

    About this analysis

    34% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  10. TASK 10SOURCE-BACKED TASK

    Provide information from the institution's holdings to other curators and to the public.

    AI DOES

    Searches databases and generates information summaries

    YOU DO

    Choose what matters and tell the story

    About this analysis

    32% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  11. TASK 11SOURCE-BACKED TASK

    Schedule events and organize details, including refreshment, entertainment, decorations, and the collection of any fees.

    AI DOES

    Suggests vendors, tracks RSVPs, and manages timelines

    YOU DO

    Choose the vibe and handle tricky requests

    About this analysis

    29% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  12. TASK 12SOURCE-BACKED TASK

    Write and review grant proposals, journal articles, institutional reports, and publicity materials.

    AI DOES

    Drafts sections and suggests improvements to structure

    YOU DO

    Shape the story and ensure it persuades

    About this analysis

    27% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

  13. TASK 13SOURCE-BACKED TASK

    Plan and conduct special research projects in area of interest or expertise.

    AI DOES

    Gathers sources and drafts initial analysis

    YOU DO

    Design the questions and judge what's true

    About this analysis

    0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

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Data sources and attribution

This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. rtwoai has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.

Wage and employment figures are from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (2025). Job outlook is from the BLS Employment Projections program, 2024–34. BLS data are in the public domain. BLS has not reviewed or endorsed this page.

Task collaboration data is from the Anthropic Economic Index, release 2025-03-27, used under the CC BY 4.0 license. Anthropic has not reviewed or endorsed this page.

How we describe AI use in each task is our own characterization, not a measurement of whether AI can replace this job. Microsoft note that their metrics "should not be misconstrued or misrepresented as measuring the ability of AI to replace jobs," and that there is more to an occupation than the sum of its tasks.

Can AI do the work of Curators? — rtwoai