Home › Education & Library › Curators

How a curator can use AI, task by task

O*NET 25-4012.00: CuratorsMedian pay $63,420/year (BLS, May 2025)15 tasksJob Zone 5: Extensive preparation

Administer collections, such as artwork, collectibles, historic items, or scientific specimens of museums or other institutions. May conduct instructional, research, or public service activities of institution.

Type your own title and every prompt on this page updates to match. Also called: Collections Curator, Collections Manager, Curator, Education Curator, Exhibitions Curator, Exhibits Curator, Museum Curator, Photography Curator, Vertebrate Zoology Curator.

Where AI fits in this job

AI-ready 20%AI-assist 56%Stays human 24%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 3 AI-ready, 9 AI-assist and 3 human-led tasks out of 15. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

AI can draft these 3

AI produces a usable first pass. You review it, fix it and own it.

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

Monthly

AI is a patient tutor for new rules and techniques.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 19% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI is a patient personal tutor. It explains new rules, techniques and technology at your level, quizzes you and builds a study plan.

Ready-to-use prompt

I work as a curator. Part of my job is to plan and conduct special research projects in area of interest or expertise.

Context: The work draws on history and archeology, fine arts and philosophy and theology.
Topic: [research area]
Purpose: [paper, grant, teaching]

Give me an overview, open questions, key authors to look up and possible study ideas. I'll verify every reference.

10-minute exercise: Research topic primer

Step 1Pick a real example: the next time you plan and conduct special research projects.
Step 2Fill in [Topic] and [Purpose] with the real details, then run the prompt.
Step 3Check one claim against an official or professional source.

AI's knowledge has a cutoff date. For new regulations and standards, always confirm against the official source.

Importance 4.0/5 · core task · O*NET work activity: Research topics in area of expertise..

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

Monthly

AI drafts the plan, schedule or checklist for you to adjust.

Show prompt & steps

Describe the goal, the people and the constraints, and AI drafts the plan, schedule or checklist. You adjust it to what you know about real life on the ground.

Ready-to-use prompt

I work as a curator. Part of my job is to design, organize, or conduct tours, workshops, and instructional or educational sessions to acquaint individuals with an institution's facilities and materials.

Context: We use Eloquent Systems Eloquent and Microsoft Excel; the work draws on history and archeology, fine arts and philosophy and theology.
Activity: [classes, exhibits, events]
Participants: [who]

Draft a plan with schedule, materials and safety. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Community activity plan

Step 1Pick a real example: the next time you design, organize, or conduct tours, workshops and instructional or educational sessions.
Step 2Fill in [Activity] and [Participants] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 3.8/5 · core task · O*NET work activity: Plan community programs or activities for the general public..

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

A few times a year

AI drafts the plan, schedule or checklist for you to adjust.

Show prompt & steps

Describe the goal, the people and the constraints, and AI drafts the plan, schedule or checklist. You adjust it to what you know about real life on the ground.

Ready-to-use prompt

I work as a curator. Part of my job is to schedule events and organize details, including refreshment, entertainment, decorations, and the collection of any fees.

Context: We use Eloquent Systems Eloquent and Microsoft Excel; the work draws on history and archeology, fine arts and philosophy and theology.
Activity: [classes, exhibits, events]
Participants: [who]

Draft a plan with schedule, materials and safety. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Community activity plan

Step 1Pick a real example: the next time you schedule events.
Step 2Fill in [Activity] and [Participants] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 2.8/5 · O*NET work activity: Plan community programs or activities for the general public..

AI can help you prep these 9

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

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

Weekly

AI builds you an answer bank; exceptions and the human touch are yours.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as a curator. Part of my job is to provide information from the institution's holdings to other curators and to the public.

Context: The work draws on history and archeology, fine arts and philosophy and theology.
Topic: [forestry, weather, science]
Audience: [public, media]

Write answers to common questions. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Public questions

Step 1Pick a real example: the next time you provide information (this week).
Step 2Fill in [Topic] and [Audience] with the real details, then run the prompt.
Step 3Save the answers you'd actually use and tweak each one the first time you send it.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Importance 3.9/5 · core task · O*NET work activity: Provide information to the general public..

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

Weekly

AI drafts scripts and configs; design and security are yours.

Show prompt & steps

AI can draft configurations, scripts and test cases and explain unfamiliar systems. Architecture and security decisions need your expertise.

Ready-to-use prompt

I work as a curator. Part of my job is to develop and maintain an institution's registration, cataloging, and basic record-keeping systems, using computer databases.

Context: We use Microsoft Visual Studio and R; the work draws on history and archeology, fine arts and philosophy and theology.
Collection: [archives, objects, records]
Standards: [cataloguing, metadata]

Design fields, controlled vocabularies and search features with a sample record. Propose the approach first, then the code with comments and tests, and point out security risks.

10-minute exercise: Catalogue or archive database

Step 1Pick a real example: the next time you develop and maintain an institution's registration (this week).
Step 2Fill in [Collection] and [Standards] with the real details, then run the prompt.
Step 3Run the tests yourself and read every line before you'd use it.

Don't paste secrets, passwords or proprietary code into tools your employer hasn't approved.

Importance 4.2/5 · core task · O*NET work activity: Develop library or archival databases..

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

Weekly

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as a curator. Part of my job is to train and supervise curatorial, fiscal, technical, research, and clerical staff, as well as volunteers or interns.

Context: We use Microsoft PowerPoint; the work draws on history and archeology, fine arts and philosophy and theology.
Role: [tutor, technician, clerk]
Skills needed: [describe]

Plan training and a buddy system. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Train volunteers or staff

Step 1Pick a real example: the next time you train and supervise curatorial, fiscal and technical (this week).
Step 2Fill in [Role] and [Skills needed] with the real details, then run the prompt.
Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Importance 3.6/5 · core task · O*NET work activity: Train staff members.. Also involves: Direct activities of subordinates..

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

Monthly

AI generates options and references; taste and the final call are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 24% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to generate lots of options, references and rough mock-ups fast. The craft, the taste and the final call are what make it yours.

Ready-to-use prompt

I work as a curator. Part of my job is to write and review grant proposals, journal articles, institutional reports, and publicity materials.

Context: We use Adobe Photoshop and Adobe Illustrator; the work draws on history and archeology, fine arts and philosophy and theology.
Topic: [my area of expertise]
Publication and readers: [trade journal, newspaper, brochure]

Give me 10 angles, then outline the best 2 with headings and key points. Give 10 quite different options from safe to bold, then develop the best 2.

10-minute exercise: Article or book idea

Step 1Pick a real example: the next time you write and review grant proposals, journal articles and institutional reports.
Step 2Fill in [Topic] and [Publication and readers] with the real details, then run the prompt.
Step 3Write the piece in your own voice and verify every fact.

Check the usage rules for AI images and text in your field, and make sure the final work is original.

Importance 3.8/5 · core task · O*NET work activity: Write articles, books or other original materials in area of expertise.. Also involves: Evaluate scholarly materials.; Write grant proposals..

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

Monthly

AI preps talking points and practice; the relationship is yours.

Show prompt & steps

AI preps you: talking points, objection handling, tailored outreach and negotiation scenarios. The relationship and reading the room are yours.

Ready-to-use prompt

I work as a curator. Part of my job is to negotiate and authorize purchase, sale, exchange, or loan of collections.

Context: We use Artsystems Collections; the work draws on history and archeology, fine arts and philosophy and theology.
Item: [collection, contract]
Goals: [price, terms]

Prepare and role-play. Keep claims honest, list likely objections with responses, and role-play the other side so I can practice.

10-minute exercise: Purchase negotiation

Step 1Pick a real example: the next time you negotiate and authorize purchase and sale.
Step 2Fill in [Item] and [Goals] with the real details, then run the prompt.
Step 3Ask for feedback on your answers and write down your best line for the real conversation.

Make sure every claim AI writes about your product is true and allowed. Over-promising is on you.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.8/5 · core task · O*NET work activity: Negotiate purchases or contracts.. Also involves: Order instructional or library materials or equipment..

Attend meetings, conventions, and civic events to promote use of institution's services, to seek financing, and to maintain community alliances.

A few times a year

AI preps talking points and practice; the relationship is yours.

Show prompt & steps

AI preps you: talking points, objection handling, tailored outreach and negotiation scenarios. The relationship and reading the room are yours.

Ready-to-use prompt

I work as a curator. Part of my job is to attend meetings, conventions, and civic events to promote use of institution's services, to seek financing, and to maintain community alliances.

Context: The work draws on history and archeology, fine arts and philosophy and theology.
Program: [describe]
Audience: [students, community]

Draft a recruitment pitch and FAQs. Keep claims honest, list likely objections with responses, and role-play the other side so I can practice.

10-minute exercise: Program recruitment

Step 1Pick a real example: the next time you attend meetings, conventions and civic events.
Step 2Fill in [Program] and [Audience] with the real details, then run the prompt.
Step 3Ask for feedback on your answers and write down your best line for the real conversation.

Make sure every claim AI writes about your product is true and allowed. Over-promising is on you.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.6/5 · core task · O*NET work activity: Promote educational institutions or programs..

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

A few times a year

AI drafts clear messages and talking points.

Show prompt & steps

AI can draft updates, emails and talking points so your message is clear and complete. Relationships and real-time calls are yours.

Ready-to-use prompt

I work as a curator. Part of my job is to confer with the board of directors to formulate and interpret policies, to determine budget requirements, and to plan overall operations.

Activity: [program, schedule, policy]
Who: [staff, board]

Draft a planning message and agenda. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

10-minute exercise: Arrange activities

Step 1Pick a real example: the next time you confer with the board of directors.
Step 2Fill in [Activity] and [Who] with the real details, then run the prompt.
Step 3Edit it until it sounds like you, then send it yourself.

Never let AI send messages for you. Read every word, because tone mistakes cost trust.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.5/5 · core task · O*NET work activity: Confer with others to conduct or arrange operational activities..

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

A few times a year

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a curator. Part of my job is to arrange insurance coverage for objects on loan or for special exhibits and recommend changes in coverage for the entire collection.

Context: We use Adobe Acrobat and Microsoft Access.
Coverage: [loans, exhibits, property]
Details: [values, dates]

Organize requirements and a request. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Insurance arrangements

Step 1Pick a real example: the next time you arrange insurance coverage.
Step 2Fill in [Coverage] and [Details] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both. Recompute every total yourself.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Double-check every number. AI can make arithmetic and rounding mistakes.

Importance 3.3/5 · O*NET work activity: Arrange insurance coverage..

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

A few times a year

AI preps the paperwork; approving and paying stay with you.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as a curator. Part of my job is to establish specifications for reproductions and oversee their manufacture or select items from commercially available replica sources.

Context: We use Adobe Acrobat and Microsoft Access.
Materials: [parts, supplies]
Data: [paste counts]

Organize inventory with reorder flags. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Materials inventory

Step 1Pick a real example: the next time you establish specifications.
Step 2Fill in [Materials] and [Data] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 2.5/5 · O*NET work activity: Maintain inventories of materials, equipment, or products..

These stay human 3

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Face-to-face discussions: every day · Contact with others: contact with others most of the time · Dealing with the public: very important · Impact of decisions: important results

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.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a curator. Part of my job is to 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.

Context: The work draws on history and archeology, fine arts and philosophy and theology.
Exhibit: [display, diorama]
Requirements: [size, security, conservation]

List build steps, materials and checks. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Exhibit build plan

Step 1Pick a real example: the next time you plan and organize the acquisition, storage and exhibition of collections (this week).
Step 2Fill in [Exhibit] and [Requirements] with the real details, then run the prompt.
Step 3Check conservation requirements for objects on display.

Importance 4.3/5 · core task · O*NET work activity: Construct exhibits or parts of exhibits.. Also involves: Order instructional or library materials or equipment..

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

Monthly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a curator. Part of my job is to study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value.

Context: The work draws on history and archeology, fine arts and philosophy and theology.
Object: [artifact, document, item]
Attributes: [materials, age, condition]

Make a description template and examination checklist. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Object description

Step 1Pick a real example: the next time you study, examine, and test acquisitions.
Step 2Fill in [Object] and [Attributes] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 3.8/5 · core task · O*NET work activity: Evaluate characteristics of archival or historical objects..

Inspect premises to assess the need for repairs and to ensure that climate and pest control issues are addressed.

Monthly

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a curator. Part of my job is to inspect premises to assess the need for repairs and to ensure that climate and pest control issues are addressed.

Context: The work draws on history and archeology, fine arts and philosophy and theology.
Site: [building, structure, premises]
What I check: [brickwork, roof, climate, pests]

Make a condition survey checklist, a repair priority scale, and a report template. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Site condition survey

Step 1Pick a real example: the next time you inspect premises.
Step 2Fill in [Site] and [What I check] with the real details, then run the prompt.
Step 3Write your repair list with the priority scale.

Importance 3.8/5 · core task · O*NET work activity: Inspect work sites to determine condition or necessary repairs.. Also involves: Inspect facilities or sites to determine if they meet specifications or standards.; Inspect condition or functioning of facilities or equipment..

Get the full prompt pack for Curators

Every task, prompt and 10-minute exercise on this page in one PDF, formatted to print or keep on your desktop. Free.

Where should we send your PDF?

Your Curators prompt pack downloads straight away, and a copy goes to your inbox.

We'll also send occasional updates about this playbook. Unsubscribe anytime. Privacy

Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Active Listeningimportance 3.9/5
    Used in: Communicating with People Outside the Organization
  • Speakingimportance 4.0/5
    Used in: Communicating with People Outside the Organization
  • Critical Thinkingimportance 3.8/5
    Used in: Organizing, Planning, and Prioritizing Work
  • Writingimportance 3.9/5
    Used in: Communicating with People Outside the Organization

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

  • Historians14% human-led · Same preparation · $76,750/yr · usually master's degreeYour skills already line up
  • Archivists42% human-led · Same preparation · $64,550/yr · usually master's degreeYour skills already line up
  • Area, Ethnic, and Cultural Studies Teachers, Postsecondary23% human-led · Same preparation · $85,020/yr · usually doctoral degreeSkills to build: Speaking, Instructing, Learning Strategies
  • History Teachers, Postsecondary23% human-led · Same preparation · $83,820/yr · usually doctoral degreeSkills to build: Instructing, Learning Strategies, Speaking

Getting into this job

Master's degree is most common (44% of workers)

  • Certificate or some college 3%
  • Associate's 1%
  • Bachelor's 14%
  • Graduate degree 81%
  • On-the-job training: 6–12 months
  • Related experience: 4–6 years

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

Adobe AcrobatAdobe Creative Cloud softwareAdobe IllustratorAdobe InDesignAdobe PhotoshopApple macOSAutodesk AutoCADExtensible markup language XMLFacebookLinuxMicrosoft AccessMicrosoft Excel