What it pays
Government survey numbers — not estimates, not ads.
Half of all Librarians and Media Collections Specialists in the U.S. earn more than $68,270 a year — the middle 80% land between $43,660 and $103,990. About 133,790 people in the U.S. do this work. Figures are for the U.S. occupation group “Librarians and Media Collections Specialists”. (U.S. Bureau of Labor Statistics survey, published 2025.) In India, Professionals earn about ₹38,298 a month on average — around ₹4.6 lakh a year (government PLFS survey via ILOSTAT, occupation-family figure).
$68,270typical pay / year
133,790people in this work
$103,990+top 10% earn
₹4.6 lakha year in India (family avg)
Think you get this job?Six quick questions on how it really works — with a hint and the reason behind every answer.
Test yourself →The work, task by task
These are the real jobs-to-be-done, not a wish list. Each task shows where we found it, and the prompt underneath is written for that exact task.
Keeping the record5
Develop library policies and procedures.
+Draft the new circulation and digital access policy for the university library, include clear procedures for…
Develop library policies and procedures.
+Draft the new circulation and digital access policy for the university library, include clear procedures for remote access, data retention, access requests and breach reporting, and circulate the draft to Head Librarian and Legal by next Wednesday for feedback.
The tools that do the workGoogle WorkspaceESCOjob descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Instruct users on information literacy
+Create a one-hour workshop outline teaching students how to evaluate sources, construct search strategies,…
Instruct users on information literacy
+Create a one-hour workshop outline teaching students how to evaluate sources, construct search strategies, cite digital materials, and spot bias, then book a room and invite the undergraduate liaison and two teaching assistants for Friday's noon session.
The tools that do the workGoogle Workspacejob descriptionsO*NETWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Manage information resources
+Audit the digital collections inventory, flag obsolete or duplicate records, create a prioritized action list…
Manage information resources
+Audit the digital collections inventory, flag obsolete or duplicate records, create a prioritized action list to update metadata standards and licensing terms, and send the list with estimated hours to Collections Manager by Monday.
The tools that do the workExtensible markup language XMLESCOjob descriptionsWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Acquire library materials
+Assemble a recommended purchase list for next quarter based on course syllabi and past loan data, include…
Acquire library materials
+Assemble a recommended purchase list for next quarter based on course syllabi and past loan data, include vendor, cost, licence terms, and a one-paragraph justification for each title, then send to Procurement and the Head of Acquisitions by Thursday.
The tools that do the workGoogle Workspacejob descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Set up and operate media equipment
+Prepare step-by-step operating notes for the media lab: equipment inventory, startup/shutdown checklist,…
Set up and operate media equipment
+Prepare step-by-step operating notes for the media lab: equipment inventory, startup/shutdown checklist, common troubleshooting steps and contact escalation, then post the notes to the staff drive and train two evening desk supervisors on Tuesday evening.
The tools that do the workGoogle Workspacejob descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
The daily work15
Compile lists of books, periodicals, articles, and audio-visual materials on particular subjects.
+Compile a subject bibliography on climate resilience: list 25 books, 15 periodicals, 40 peer-reviewed…
Compile lists of books, periodicals, articles, and audio-visual materials on particular subjects.
+Compile a subject bibliography on climate resilience: list 25 books, 15 periodicals, 40 peer-reviewed articles, and 10 audio-visual items with publication details and access links, prioritising recent local studies and materials in English and Spanish.
The tools that do the workGoogle WorkspaceO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Respond to customer complaints, taking action as necessary.
+Draft a response to Maria Santos about the missing interlibrary loan, acknowledge the delay, explain the…
Respond to customer complaints, taking action as necessary.
+Draft a response to Maria Santos about the missing interlibrary loan, acknowledge the delay, explain the retrieval steps taken, offer a two-week loan extension or refund, and copy the head of user services for follow-up by end of day Thursday.
The tools that do the workGoogle WorkspaceO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Plan and deliver client-centered programs and services, such as special services for corporate clients, storytelling for children, newsletters, or programs for special groups.
+Design a six-week corporate information literacy program for Ace Logistics: outline session topics, learning…
Plan and deliver client-centered programs and services, such as special services for corporate clients, storytelling for children, newsletters, or programs for special groups.
+Design a six-week corporate information literacy program for Ace Logistics: outline session topics, learning outcomes, resources, estimated costs, and evaluation methods, and schedule a planning meeting with their HR contact on Tuesday next week.
The tools that do the workGoogle WorkspaceO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Locate unusual or unique information in response to specific requests.
+Find three primary-source maps, two archival reports, and one oral history recording about the 1920 harbour…
Locate unusual or unique information in response to specific requests.
+Find three primary-source maps, two archival reports, and one oral history recording about the 1920 harbour development for a researcher, verify provenance, provide digital copies or access instructions, and note restrictions on reuse.
The tools that do the workGoogle WorkspaceO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Maintain inventory of audio-visual equipment.
+Audit the AV cupboard inventory: list every projector, recorder, microphone, and cable with serial numbers,…
Maintain inventory of audio-visual equipment.
+Audit the AV cupboard inventory: list every projector, recorder, microphone, and cable with serial numbers, condition, last service date, and flag items needing repair or replacement; deliver the updated inventory sheet by Friday.
The tools that do the workGoogle WorkspaceO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Evaluate materials to determine outdated or unused items to be discarded.
+Review circulation and usage stats for the history collection, identify titles unused for five years or…
Evaluate materials to determine outdated or unused items to be discarded.
+Review circulation and usage stats for the history collection, identify titles unused for five years or superseded editions, recommend 120 items for deaccession with rationale, and prepare a disposal plan compliant with our retention policy by next Wednesday.
The tools that do the workGoogle WorkspaceO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Confer with teachers to select course materials and to determine which training aids are best suited to particular grade levels.
+Meet with Ms. Alvarez and the 5th‑grade team Thursday at 2pm to review the reading list and decide which…
Confer with teachers to select course materials and to determine which training aids are best suited to particular grade levels.
+Meet with Ms. Alvarez and the 5th‑grade team Thursday at 2pm to review the reading list and decide which leveled readers, interactive PDFs, and video clips fit their literacy targets, then email the final selections to curriculum for approval.
The tools that do the workGoogle WorkspaceO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Evaluate vendor products and performance, negotiate contracts, and place orders.
+Review Axiom Publishing and BrightLearn usage reports, compare pricing and uptime for their e‑book platforms,…
Evaluate vendor products and performance, negotiate contracts, and place orders.
+Review Axiom Publishing and BrightLearn usage reports, compare pricing and uptime for their e‑book platforms, draft concession points and a purchase order request, then send the negotiation brief to procurement and the director of finance by Monday noon.
The tools that do the workGoogle WorkspaceO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Assemble and arrange display materials.
+Design the circulation display for Teen Reads: gather eight covers, three blurbs, subject labels and a 24x36…
Assemble and arrange display materials.
+Design the circulation display for Teen Reads: gather eight covers, three blurbs, subject labels and a 24x36 shelf sign, lay them out at my desk, photograph the assembled display, and upload the photo and materials inventory to the shared drive before Friday.
The tools that do the workAdobe PhotoshopO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Conduct research
+Run a literature review on student digital literacy interventions since 2018, export usage and outcome data…
Conduct research
+Run a literature review on student digital literacy interventions since 2018, export usage and outcome data from our catalog for 2019–2025, synthesise findings into a two‑page memo with citations, and send it to the research committee by Wednesday.
The tools that do the workExtensible markup language XMLWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Create information systems
+Map current discovery workflows, list gaps in metadata and access controls, draft a proposed linked catalogue…
Create information systems
+Map current discovery workflows, list gaps in metadata and access controls, draft a proposed linked catalogue structure with field definitions and a migration timeline, then circulate the proposal to IT and archives for comment by next Tuesday.
The tools that do the workHypertext markup language HTMLWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Lead educational programs
+Plan a six‑week research skills series: outline learning objectives, weekly activities, assessment rubrics,…
Lead educational programs
+Plan a six‑week research skills series: outline learning objectives, weekly activities, assessment rubrics, and required resources, book the classroom and librarian facilitators, then publish the program and registration form to staff and parents by Monday morning.
The tools that do the workGoogle WorkspaceWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Make information available
+Publish the scanned thesis collection to the institutional repository, add descriptive metadata and rights…
Make information available
+Publish the scanned thesis collection to the institutional repository, add descriptive metadata and rights statements, ensure PDFs are searchable and accessible, and notify faculty and archives by Thursday so staff can link to it from course pages.
The tools that do the workGoogle WorkspaceESCO
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Analyse library users' queries
+Review the last week of reference questions, code them by topic and user intent, produce a one‑page summary…
Analyse library users' queries
+Review the last week of reference questions, code them by topic and user intent, produce a one‑page summary of recurring gaps and three suggested quick fixes for the FAQ, and send that to Head of Services by Tuesday morning.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Manage digital libraries
+Audit the digital collections for broken links and missing metadata, fix or flag 50 highest‑use items, update…
Manage digital libraries
+Audit the digital collections for broken links and missing metadata, fix or flag 50 highest‑use items, update preservation notes, and deliver a status report with estimated time for remaining work to the Collections Manager on Friday.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Says who?
These are the pages we read to build this. Open any of them and check us.
The logs, files & records this job keeps
Shared with other careers — the same record means something different in each.
Related careers
Same family of work — each with its own tasks and prompts.
The LLOS Work Atlas is the world's largest evidenced task library — a map of human work, with a ready prompt behind every task. 1,774 careers · every task named by the sources that witnessed it — O*NET, ESCO, real job descriptions, Wikipedia — and the deepest tasks by several at once. And it is honest about limits: where AI cannot help, the map says so.
The rest of the map
Same library, five ways in.
Copyright © LLOS.ai · 2026 — original pedagogy, voice, and design — all rights reserved.
Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses
Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses