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How a librarian / media collections specialist can use AI, task by task

O*NET 25-4022.00: Librarians and Media Collections SpecialistsMedian pay $68,270/year (BLS, May 2025)30 tasksJob Zone 5: Extensive preparation

Administer and maintain libraries or collections of information, for public or private access through reference or borrowing. Work in a variety of settings, such as educational institutions, museums, and corporations, and with various types of informational materials, such as books, periodicals, recordings, films, and databases. Tasks may include acquiring, cataloging, and circulating library materials, and user services such as locating and organizing information, providing instruction on how to access information, and setting up and operating a library's media equipment.

Type your own title and every prompt on this page updates to match. Also called: Catalog Librarian, Cataloger, Librarian, Library Media Specialist, Reference and Instruction Librarian, Reference Librarian, Research Librarian, School Librarian, Technical Services Librarian, University Librarian.

Where AI fits in this job

AI-ready 19%AI-assist 52%Stays human 29%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 5 AI-ready, 16 AI-assist and 9 human-led tasks out of 30. 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).

🔒 Many of these tasks involve people's information. Remove names and identifying details before using AI, or use only a tool your employer has approved.

AI can draft these 5

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

Search standard reference materials, including online sources and the Internet, to answer patrons' reference questions.

Several times a day

AI maps out the topic and options; confirm with real sources.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 51% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI is a fast research assistant. Ask it to map out a topic, compare options or list what to check. Use a tool with web search and ask for its sources.

Ready-to-use prompt

I work as a librarian / media collections specialist. Part of my job is to search standard reference materials, including online sources and the Internet, to answer patrons' reference questions.

Context: We use StataCorp Stata and Data visualization software; the work draws on education and training, customer and personal service and communications and media.
Request: [the exact information someone needs]
Sources available: [catalogs, databases, references]

Suggest the best 3 sources to check first, the search terms for each, and how to verify the answer. If you know the answer, say how confident you are and where to confirm it.

10-minute exercise: Find a specific fact fast

Step 1Pick a real example: the next time you search standard reference materials.
Step 2Fill in [Request] and [Sources available] with the real details, then run the prompt.
Step 3Confirm the answer in a real source before passing it on.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 4.7/5 · core task · O*NET work activity: Search information sources to find specific data..

Code, classify, and catalog books, publications, films, audio-visual aids, and other library materials, based on subject matter or standard library classification systems.

Daily

AI handles forms, records and routine paperwork for you to verify.

Show prompt & steps

Forms, records, data entry, scheduling and routine paperwork are where AI saves the most time. It drafts, sorts, extracts and reformats while you verify.

Ready-to-use prompt

I work as a librarian / media collections specialist. Part of my job is to code, classify, and catalog books, publications, films, audio-visual aids, and other library materials, based on subject matter or standard library classification systems.

Context: We use Adobe Acrobat and Microsoft SharePoint.
Items: [books, artifacts, media]
System: [Dewey, LC, registration scheme]

Suggest classification codes and catalogue fields for each item, with the reasoning. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Classification and cataloguing

Step 1Pick a real example: the next time you code, classify and catalog books, publications, films, audio-visual (today).
Step 2Fill in [Items] and [System] with the real details, then run the prompt.
Step 3Check every code against the official schedule or your catalogue rules.

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

Importance 4.3/5 · core task · O*NET work activity: Classify materials according to standard systems..

Locate unusual or unique information in response to specific requests.

Monthly

AI maps out the topic and options; confirm with real sources.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 49% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI is a fast research assistant. Ask it to map out a topic, compare options or list what to check. Use a tool with web search and ask for its sources.

Ready-to-use prompt

I work as a librarian / media collections specialist. Part of my job is to locate unusual or unique information in response to specific requests.

Context: We use StataCorp Stata and Data visualization software; the work draws on education and training, customer and personal service and communications and media.
Request: [the exact information someone needs]
Sources available: [catalogs, databases, references]

Suggest the best 3 sources to check first, the search terms for each, and how to verify the answer. If you know the answer, say how confident you are and where to confirm it.

10-minute exercise: Find a specific fact fast

Step 1Pick a real example: the next time you locate unusual or unique information.
Step 2Fill in [Request] and [Sources available] with the real details, then run the prompt.
Step 3Confirm the answer in a real source before passing it on.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 4.0/5 · core task · O*NET work activity: Search information sources to find specific data..

Develop library policies and procedures.

A few times a year

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a librarian / media collections specialist. Part of my job is to develop library policies and procedures.

Context: We use Adobe Acrobat and Microsoft SharePoint.
Area: [classification, access, use]
Collection: [describe]

Draft the policy with rules and exceptions. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Archive or library policy

Step 1Pick a real example: the next time you develop library policies and procedures.
Step 2Fill in [Area] and [Collection] with the real details, then run the prompt.
Step 3Review with colleagues and legal if access rights are involved.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 3.9/5 · core task · O*NET work activity: Develop policies or procedures for archives, museums or libraries..

Compile lists of books, periodicals, articles, and audio-visual materials on particular subjects.

A few times a year

AI writes the first draft from your notes; you check every fact.

Show prompt & steps

Give AI your rough notes, numbers or last version and it will turn them into a clean, well-structured first draft. You check every fact and figure before it goes anywhere.

Ready-to-use prompt

I work as a librarian / media collections specialist. Part of my job is to compile lists of books, periodicals, articles, and audio-visual materials on particular subjects.

Context: We use Adobe Acrobat and Microsoft SharePoint.
Here's what I have for the lists of books, periodicals and articles: [rough notes, the facts, figures and decisions behind it]

Write a clear first draft that I can check and finish. Keep it [one page / short / formal], laid out so I can paste it into Adobe Acrobat or Microsoft SharePoint. Use headings if they help, and mark anything you had to guess with [CHECK].

10-minute exercise: Draft the lists of books, periodicals and articles

Step 1Pull up the last lists of books, periodicals and articles you did, or jot 5 rough bullets for the next one.
Step 2Paste the prompt and put those bullets in [rough notes]. Pick the length in [one page / short / formal] to match what goes into Adobe Acrobat or Microsoft SharePoint.
Step 3Fix every [CHECK] against your source and anything else that's wrong, then compare the time with writing the lists of books, periodicals and articles from scratch.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 3.0/5 · core task · O*NET work activity: Compile specialized bibliographies or lists of materials..

AI can help you prep these 16

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

Arrange for interlibrary loans of materials not available in a particular library.

Daily

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 librarian / media collections specialist. Part of my job is to arrange for interlibrary loans of materials not available in a particular library.

Context: We use Adobe Acrobat and Microsoft SharePoint.
Materials: [books, equipment]
Budget and rules: [describe]

Organize an order list and justification. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Ordering instructional materials

Step 1Pick a real example: the next time you arrange for interlibrary loans of materials not available (today).
Step 2Fill in [Materials] and [Budget and rules] 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 4.1/5 · core task · O*NET work activity: Order instructional or library materials or equipment..

Keep up-to-date records of circulation and materials, maintain inventory, and correct cataloging errors.

Daily

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 librarian / media collections specialist. Part of my job is to keep up-to-date records of circulation and materials, maintain inventory, and correct cataloging errors.

Context: We use Adobe Acrobat and Microsoft SharePoint.
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 keep up-to-date records of circulation and materials (today).
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 4.0/5 · core task · O*NET work activity: Maintain inventories of materials, equipment, or products.. Also involves: Maintain operational records..

Teach library patrons basic computer skills, such as searching computerized databases.

Weekly

AI preps the materials; reading the room is you.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 51% of those conversations; the rest were back-and-forth with the person.

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 librarian / media collections specialist. Part of my job is to teach library patrons basic computer skills, such as searching computerized databases.

Context: We use Learning management system LMS and Microsoft PowerPoint; the work draws on education and training, customer and personal service and communications and media.
Technology: [drones, equipment]
Trainees: [describe]

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

10-minute exercise: Technology training

Step 1Pick a real example: the next time you teach library patrons basic computer skills (this week).
Step 2Fill in [Technology] and [Trainees] 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 4.1/5 · core task · O*NET work activity: Teach others to use technology or equipment..

Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.

Weekly

AI gets you up to speed; confirm findings with records or people.

Show prompt & steps

AI can get you up to speed fast and suggest where to look, but you need to confirm findings against real sources, records or people.

Ready-to-use prompt

I work as a librarian / media collections specialist. Part of my job is to review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.

Context: We use StataCorp Stata and Data visualization software; the work draws on education and training, customer and personal service and communications and media.
Course: [subject, level]
Needs: [textbook, lab equipment, budget, accessibility]

Suggest criteria and candidate materials to evaluate. I'll verify every title exists. Give sources I can check and say clearly when you're unsure.

10-minute exercise: Choose course materials

Step 1Pick a real example: the next time you review and evaluate materials (this week).
Step 2Fill in [Course] and [Needs] with the real details, then run the prompt.
Step 3Open two of the sources it gives and confirm the key claim before you use it.

AI can invent sources and citations. Open every link and confirm it says what the AI claims.

Importance 4.3/5 · core task · O*NET work activity: Select educational materials or equipment..

Direct and train library staff in duties, such as receiving, shelving, researching, cataloging, and equipment use.

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 librarian / media collections specialist. Part of my job is to direct and train library staff in duties, such as receiving, shelving, researching, cataloging, and equipment use.

Context: We use Learning management system LMS and Microsoft PowerPoint; the work draws on education and training, customer and personal service and communications and media.
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 direct and train library staff (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 4.1/5 · core task · O*NET work activity: Train staff members.. Also involves: Direct activities of subordinates..

Plan and teach classes on topics such as information literacy, library instruction, and technology use.

Monthly

AI preps the materials; reading the room is you.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 35% of those conversations; the rest were back-and-forth with the person.

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 librarian / media collections specialist. Part of my job is to plan and teach classes on topics such as information literacy, library instruction, and technology use.

Context: We use Learning management system LMS and Microsoft PowerPoint; the work draws on education and training, customer and personal service and communications and media.
Technology: [drones, equipment]
Trainees: [describe]

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

10-minute exercise: Technology training

Step 1Pick a real example: the next time you plan and teach classes.
Step 2Fill in [Technology] and [Trainees] 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 4.3/5 · core task · O*NET work activity: Teach others to use technology or equipment..

Develop, maintain, and troubleshoot information access aids, such as databases, annotated bibliographies, Web pages, electronic pathfinders, software programs, and online tutorials.

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 librarian / media collections specialist. Part of my job is to develop, maintain, and troubleshoot information access aids, such as databases, annotated bibliographies, Web pages, electronic pathfinders, software programs, and online tutorials.

Context: We use Oracle Java and Hypertext markup language HTML; the work draws on education and training, customer and personal service and communications and media.
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, maintain, and troubleshoot information access aids (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 3.9/5 · core task · O*NET work activity: Develop library or archival databases..

Confer with colleagues, faculty, and community members and organizations to conduct informational programs, make collection decisions, and determine library services to offer.

Monthly

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 librarian / media collections specialist. Part of my job is to confer with colleagues, faculty, and community members and organizations to conduct informational programs, make collection decisions, and determine library services to offer.

Context: We use Zoom.
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 colleagues, faculty and community members and organizations. Leave out names and identifying details.
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.

Importance 4.3/5 · core task · O*NET work activity: Confer with others to conduct or arrange operational activities..

Evaluate vendor products and performance, negotiate contracts, and place orders.

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 librarian / media collections specialist. Part of my job is to evaluate vendor products and performance, negotiate contracts, and place orders.

Context: The work draws on education and training, customer and personal service and communications and media.
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 evaluate vendor products and performance.
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. Confirm the rules against the current official source.

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

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.2/5 · core task · O*NET work activity: Negotiate purchases or contracts.. Also involves: Order instructional or library materials or equipment..

Plan and deliver client-centered programs and services, such as special services for corporate clients, storytelling for children, newsletters, or programs for special groups.

Monthly

AI lays out options and timelines to react to.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 59% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a librarian / media collections specialist. Part of my job is to plan and deliver client-centered programs and services, such as special services for corporate clients, storytelling for children, newsletters, or programs for special groups.

Context: We use Microsoft Excel; the work draws on education and training, customer and personal service and communications and media.
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 plan and deliver client-centered programs and services. Leave out names and identifying details.
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 3.7/5 · core task · O*NET work activity: Plan community programs or activities for the general public..

Maintain hardware and software, including computers, media equipment, scanners, color copiers, and color laser printers.

Weekly

AI suggests causes to test; the hands-on fix is yours.

Show prompt & steps

AI can suggest likely causes and a diagnostic order to try. Hands-on testing and the final fix are yours.

Ready-to-use prompt

I work as a librarian / media collections specialist. Part of my job is to maintain hardware and software, including computers, media equipment, scanners, color copiers, and color laser printers.

Context: The work draws on education and training, customer and personal service and communications and media.
System: [cyber tools, applications]
Issue or update: [describe]

List maintenance and update steps. Rank causes from most to least likely with a quick test for each, and flag safety risks.

10-minute exercise: Software or security tool maintenance

Step 1Pick a real example: the next time you maintain hardware and software (this week).
Step 2Fill in [System] and [Issue or update] with the real details, then run the prompt.
Step 3Test the most likely cause first, and stop at anything it flags as a safety risk.

Never follow AI repair steps that bypass safety procedures, lockout/tagout or manufacturer guidance.

Importance 3.4/5 · core task · O*NET work activity: Maintain computer equipment or software..

Confer with teachers to select course materials and to determine which training aids are best suited to particular grade levels.

Monthly

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 librarian / media collections specialist. Part of my job is to confer with teachers to select course materials and to determine which training aids are best suited to particular grade levels.

Context: We use Learning management system LMS and Microsoft PowerPoint; the work draws on education and training, customer and personal service and communications and media.
Topic: [unit, schedule]
Colleagues: [teachers, staff]

Draft a co-planning agenda and lesson outline. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Co-plan lessons

Step 1Pick a real example: the next time you confer with teachers.
Step 2Fill in [Topic] and [Colleagues] 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: Collaborate with other teaching professionals to develop educational programs..

Engage in professional development activities, such as taking continuing education classes and attending or participating in conferences, workshops, professional meetings, and associations.

A few times a year

AI explains and quizzes you; confirm against official sources.

Show prompt & steps

AI can explain new developments and quiz you. Confirm what you learn against official sources.

Ready-to-use prompt

I work as a librarian / media collections specialist. Part of my job is to engage in professional development activities, such as taking continuing education classes and attending or participating in conferences, workshops, professional meetings, and associations.

Context: The work draws on education and training, customer and personal service and communications and media.
Event: [training, conference, professional meeting]
What I want from it: [skills, contacts, answers]

Prepare a primer on the main topics, 5 questions to ask, and a one-page template for notes and actions.

10-minute exercise: Make a meeting or training count

Step 1Pick a real example: the next time you engage in professional development activities.
Step 2Fill in [Event] and [What I want from it] with the real details, then run the prompt.
Step 3Turn one action into something you do the following week.

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

Importance 3.8/5 · core task · O*NET work activity: Attend training sessions or professional meetings to develop or maintain professional knowledge..

Train faculty and media staff on the use of software and audio-visual equipment.

Monthly

AI preps the materials; reading the room is you.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 68% of those conversations; the rest were back-and-forth with the person.

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 librarian / media collections specialist. Part of my job is to train faculty and media staff on the use of software and audio-visual equipment.

Context: We use Learning management system LMS and Microsoft PowerPoint; the work draws on education and training, customer and personal service and communications and media.
Technology: [drones, equipment]
Trainees: [describe]

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

10-minute exercise: Technology training

Step 1Pick a real example: the next time you train faculty and media staff.
Step 2Fill in [Technology] and [Trainees] 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 2.9/5 · O*NET work activity: Teach others to use technology or equipment..

Troubleshoot problems with audio-visual equipment.

Monthly

AI suggests causes to test; the hands-on fix is yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 88% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can suggest likely causes and a diagnostic order to try. Hands-on testing and the final fix are yours.

Ready-to-use prompt

I work as a librarian / media collections specialist. Part of my job is to troubleshoot problems with audio-visual equipment.

Context: The work draws on education and training, customer and personal service and communications and media.
Equipment or system: [audio-visual, installed equipment, software]
Symptoms: [what's happening]

Build a step-by-step troubleshooting tree from quickest checks to deeper tests. Rank causes from most to least likely with a quick test for each, and flag safety risks.

10-minute exercise: Troubleshooting tree

Step 1Pick a real example: the next time you troubleshoot problems with audio-visual equipment.
Step 2Fill in [Equipment or system] and [Symptoms] with the real details, then run the prompt.
Step 3Walk the tree on a real fault.

Never follow AI repair steps that bypass safety procedures, lockout/tagout or manufacturer guidance.

Importance 2.4/5 · O*NET work activity: Troubleshoot equipment or systems operation problems.. Also involves: Diagnose equipment malfunctions..

Maintain inventory of audio-visual equipment.

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 librarian / media collections specialist. Part of my job is to maintain inventory of audio-visual equipment.

Context: We use Adobe Acrobat and Microsoft SharePoint.
Equipment: [telecom, IT]
Data: [paste]

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

10-minute exercise: Equipment inventory

Step 1Pick a real example: the next time you maintain inventory of audio-visual equipment.
Step 2Fill in [Equipment] 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 2.8/5 · O*NET work activity: Maintain the inventory of equipment.. Also involves: Maintain inventory records.; Inventory materials or equipment..

These stay human 9

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 · Dealing with the public: very important · Contact with others: contact with others most of the time

Check books in and out of the library.

Several times a day

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 librarian / media collections specialist. Part of my job is to check books in and out of the library.

Context: The work draws on education and training, customer and personal service and communications and media.
What's involved: [books: where, when, who's affected]

Make me a step-by-step checklist to check books, the details I should double-check before I start, and a 3-line template for noting it's done.

10-minute exercise: Checklist: books

Step 1Before you next check books, fill in [What's involved] with the real details.
Step 2Strike any step that doesn't match how your workplace does it, and add what only experience teaches.
Step 3Afterward, note it with the 3-line template and one thing you'd do differently next time.

Importance 4.0/5 · core task · O*NET work activity: Process library materials..

Analyze patrons' requests to determine needed information and assist in furnishing or locating that information.

Daily

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a librarian / media collections specialist. Part of my job is to analyze patrons' requests to determine needed information and assist in furnishing or locating that information.

Context: The work draws on education and training, customer and personal service and communications and media.
Collection: [library, archive]
Typical requests: [describe]

Prepare questions to clarify needs and search tips. Then play a patron. Suggest ways to open, phrases to avoid, and how to handle it if things get tense. Then play the other person so I can practice.

10-minute exercise: Reference interview

Step 1Pick a real example: the next time you analyze patrons' requests (today).
Step 2Fill in [Collection] and [Typical requests] with the real details, then run the prompt.
Step 3After the real conversation, write down what worked so you can reuse it.

Importance 4.4/5 · core task · O*NET work activity: Help patrons use library or archival resources..

Supervise daily library operations, budgeting, planning, and personnel activities, such as hiring, training, scheduling, and performance evaluations.

Weekly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a librarian / media collections specialist. Part of my job is to supervise daily library operations, budgeting, planning, and personnel activities, such as hiring, training, scheduling, and performance evaluations.

Context: The work draws on education and training, customer and personal service and communications and media.
Department: [describe]
Priorities: [describe]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

10-minute exercise: Leading a department

Step 1Pick a real example: the next time you supervise daily library operations (this week). Leave out names and identifying details.
Step 2Fill in [Department] and [Priorities] with the real details, then run the prompt.
Step 3Afterward, note one thing people responded to and one thing you'd change.

Importance 4.4/5 · core task · O*NET work activity: Direct department activities..

Explain use of library facilities, resources, equipment, and services, and provide information about library policies.

Weekly

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a librarian / media collections specialist. Part of my job is to explain use of library facilities, resources, equipment, and services, and provide information about library policies.

Context: The work draws on education and training, customer and personal service and communications and media.
Collection: [library, archive]
Typical requests: [describe]

Prepare questions to clarify needs and search tips. Then play a patron. Suggest ways to open, phrases to avoid, and how to handle it if things get tense. Then play the other person so I can practice.

10-minute exercise: Reference interview

Step 1Pick a real example: the next time you explain use of library facilities, resources and equipment (this week).
Step 2Fill in [Collection] and [Typical requests] with the real details, then run the prompt.
Step 3After the real conversation, write down what worked so you can reuse it.

Importance 4.0/5 · core task · O*NET work activity: Help patrons use library or archival resources..

Respond to customer complaints, taking action as necessary.

Monthly

Human connection. Use AI only before and after, to prepare.

Show prep prompt & steps

Where AI still helps: Use AI before and after, not during. Prepare talking points, practise a hard conversation, or turn your notes into a follow-up.

Prep prompt

I work as a librarian / media collections specialist. Part of my job is to respond to customer complaints, taking action as necessary.

Context: The work draws on education and training, customer and personal service and communications and media.
Collection: [library, archive]
Typical requests: [describe]

Prepare questions to clarify needs and search tips. Then play a patron. Suggest ways to open, phrases to avoid, and how to handle it if things get tense. Then play the other person so I can practice.

10-minute exercise: Reference interview

Step 1Pick a real example: the next time you respond to customer complaints. Leave out names and identifying details.
Step 2Fill in [Collection] and [Typical requests] with the real details, then run the prompt.
Step 3After the real conversation, write down what worked so you can reuse it.

Importance 3.9/5 · core task · O*NET work activity: Help patrons use library or archival resources..

Represent library or institution on internal and external committees.

Monthly

Leading people runs on trust. AI can prep the paperwork around it.

Show prep prompt & steps

Where AI still helps: AI can prep the paperwork around leading: meeting agendas, feedback drafts, rotas, briefings and difficult-conversation rehearsals.

Prep prompt

I work as a librarian / media collections specialist. Part of my job is to represent library or institution on internal and external committees.

Context: The work draws on education and training, customer and personal service and communications and media.
Committee: [board, department, governing body]
Agenda item: [describe]
My view: [what I'll argue for]

Prepare my position in 2 sentences, the strongest counter-arguments, questions to ask, and what I'll vote or decide based on.

10-minute exercise: Committee meeting prep

Step 1Pick a real example: the next time you represent library or institution.
Step 2Fill in [Committee], [Agenda item] and [My view] with the real details, then run the prompt.
Step 3Read the papers yourself before the meeting.

Importance 3.5/5 · core task · O*NET work activity: Serve on institutional or departmental committees..

Assemble and arrange display materials.

Monthly

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 librarian / media collections specialist. Part of my job is to assemble and arrange display materials.

Context: The work draws on education and training, customer and personal service and communications and media.
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 assemble and arrange display materials.
Step 2Fill in [Exhibit] and [Requirements] with the real details, then run the prompt.
Step 3Check conservation requirements for objects on display.

Importance 2.7/5 · O*NET work activity: Construct exhibits or parts of exhibits..

Evaluate materials to determine outdated or unused items to be discarded.

A few times a year

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 librarian / media collections specialist. Part of my job is to evaluate materials to determine outdated or unused items to be discarded.

Context: The work draws on education and training, customer and personal service and communications and media.
Items: [objects, collection, materials]
Criteria: [condition, value, use]

Make decision criteria and a record 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: Repair or discard decision

Step 1Pick a real example: the next time you evaluate materials.
Step 2Fill in [Items] and [Criteria] 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 3.3/5 · core task · O*NET work activity: Inspect materials or equipment to determine need for repair or replacement..

Set up, adjust, and operate audio-visual equipment, such as cameras, film and slide projectors, and recording equipment, for meetings, events, classes, seminars, and video conferences.

Monthly

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 librarian / media collections specialist. Part of my job is to set up, adjust, and operate audio-visual equipment, such as cameras, film and slide projectors, and recording equipment, for meetings, events, classes, seminars, and video conferences.

Context: The work draws on education and training, customer and personal service and communications and media.
Event: [presentation, class]
Equipment: [projector, mics]

List setup and test steps. 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: AV setup

Step 1Pick a real example: the next time you set up.
Step 2Fill in [Event] and [Equipment] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 2.2/5 · O*NET work activity: Operate audiovisual equipment..

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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.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Service Orientationimportance 3.4/5
    Used in: Assisting and Caring for Others
  • Social Perceptivenessimportance 3.2/5
    Used in: Assisting and Caring for Others
  • Coordinationimportance 3.0/5
    Used in: Assisting and Caring for Others
  • Time Managementimportance 3.0/5
    Used in: Guiding, Directing, and Motivating Subordinates

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.

  • Critical Thinkingimportance 3.6/5
    Used in: Training and Teaching Others
  • Reading Comprehensionimportance 4.1/5
    Used in: Training and Teaching Others
  • Active Listeningimportance 4.0/5
    Used in: Training and Teaching Others
  • Judgment and Decision Makingimportance 3.2/5
    Used in: Training and Teaching Others

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.

  • Library Science Teachers, Postsecondary22% human-led · Same preparation · $80,340/yr · usually doctoral degreeSkills to build: Learning Strategies, Systems Evaluation, Systems Analysis
  • Education Administrators, Postsecondary32% human-led · Same preparation · $104,590/yr · usually master's degreeSkills to build: Systems Evaluation, Systems Analysis, Negotiation
  • Archivists42% human-led · Same preparation · $64,550/yr · usually master's degreeYour skills already line up
  • Instructional Coordinators21% human-led · Same preparation · $77,440/yr · usually master's degreeSkills to build: Learning Strategies, Systems Evaluation, Systems Analysis

Getting into this job

O*NET has not surveyed education and training for this occupation yet.

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.

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