Somewhat Resilient
Last Update: 7/31/2026
AI Resilience Score for Library Assistant, Clerical:
35.9%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Low
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
Contributing sources
AI Resilience Report forLibrary Assistants, Clerical
$36,910 median salary•12,800 annual openings•SOC Code: 43-4121.00
Library Assistants, Clerical are somewhat less resilient to AI impacts than most occupations, according to our analysis of 8 sources.
Library assistant work is "Somewhat Resilient" because AI is actively changing real parts of the job, even if it is not replacing it entirely. Tools that handle cataloging suggestions, reading recommendations, and basic patron questions are already saving staff time and shifting what assistants spend their days doing, and the Bureau of Labor Statistics projects a 7 percent decline in jobs by 2034 partly because of this automation.
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Library assistant work is "Somewhat Resilient" because AI is actively changing real parts of the job, even if it is not replacing it entirely. Tools that handle cataloging suggestions, reading recommendations, and basic patron questions are already saving staff time and shifting what assistants spend their days doing, and the Bureau of Labor Statistics projects a 7 percent decline in jobs by 2034 partly because of this automation.
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Library Assistant, Clerical
Updated Quarterly
How is AI changing Library Assistant, Clerical jobs?
If you've used a self-checkout kiosk or asked a chatbot for help, you've already seen how libraries are changing. Right now, AI is mostly augmenting library assistants rather than replacing them. The biggest shift is happening in behind-the-scenes work like cataloging: OCLC has added powerful new AI features to its WorldShare Record Manager and Connexion cataloging applications that help catalogers by automatically suggesting classification numbers and subject headings, saving time and improving accuracy.
In pilot testing, catalogers reported saving up to 20 minutes per title, and many described the new AI tools as a helpful "safety net" that catches missed details. Patron-facing services are also being upgraded — for example, Libby's new "Inspire Me" feature uses generative AI to recommend materials, and more than 90% of public libraries in North America use Libby [1]. Routine work like reading recommendations, basic reference questions, and notification messages is increasingly handled by software, while humans still open the building, fix the printer, and help anxious patrons in person.
The American Library Association is taking this seriously: the Public Library Association established the Transformative Technology Task Force to advise on the evolving role and impacts of transformative technology on library work, with AI as its top focus.
Sources
How fast is AI adoption growing for Library Assistant, Clerical?
Adoption is moving steadily but cautiously. On the "speed up" side, library budgets are tight — Marshall Breeding's Library Systems Report 2026 notes that "uncertainties in funding and disruptions driven by AI technologies set the stage for a difficult year" [2], pushing libraries to use AI to stretch staff time. The U.S. Bureau of Labor Statistics already projects that overall employment of library technicians and assistants will decline 7 percent from 2024 to 2034 [3], partly reflecting automation.
On the "slow down" side, libraries care deeply about privacy, accuracy, and equity. OCLC frames its approach as "using technology to amplify human expertise, not replace it", and Library Journal reports that experts warn libraries "have to make smart choices about how and when to use it" [4]. The good news for young people: the skills that matter most — welcoming patrons, teaching digital literacy, opening and closing the building, troubleshooting equipment, and judging which AI suggestions are actually good — are exactly the human strengths libraries say they need more of, not less.
Sources
Will AI replace Library Assistant, Clerical?
Not entirely. We think AI will take over some tasks, but not the whole job.
Library assistants are already feeling AI's presence in real ways. Cataloging tools now suggest classification numbers and subject headings automatically, and generative AI handles reading recommendations and basic reference questions at scale. The Bureau of Labor Statistics projects a 7 percent employment decline for library technicians and assistants through 2034 [3], and tight budgets are pushing libraries to automate wherever they can [2]. That's a real headwind, and our 35.9% AI Resilience Score reflects it.
Still, a lot of this job doesn't translate neatly into software. Welcoming patrons, troubleshooting equipment, teaching digital literacy, and making judgment calls about which AI suggestions are actually accurate all require a human in the room. OCLC frames its own AI tools as amplifying human expertise rather than replacing it, and library experts caution that institutions "have to make smart choices about how and when to use it" [4]. Privacy and equity concerns also slow aggressive automation in public institutions.
The honest picture: some positions will disappear, and the ones that remain will look different. The people who do well will be comfortable working alongside AI tools while bringing the human presence that a chatbot simply cannot replicate.
Sources
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Latest AI news for Library Assistant, Clerical
The recommended articles highlight the evolving landscape for Library Assistants and Clerical roles in the age of AI. For example, the article on women in offices shows how administrative professionals are adapting to technology, indicating that embracing AI tools can enhance job security. Similarly, the piece on AI agents points out that these technologies can reduce mundane tasks, allowing library staff to focus on more engaging responsibilities. By being proactive in learning AI applications, aspiring library assistants can build resilience in their careers amidst automation challenges.
Administrative Workforce Faces Extinction Crisis as AI Automation Accelerates
streamlinefeed.co.ke • 7/6/2026
Employment data shows a massive decline in traditional administrative jobs, forcing workers to aggressively adopt AI tools to survive...
The women who power America’s offices are making themselves AI-proof
www.caledonianrecord.com • 6/29/2026
The 19th reports on women administrative assistants adapting to AI, with 86% concerned about job loss. They are embracing technology to...
As AI threatens to eliminate jobs, unions are drawing a line
www.theglobeandmail.com • 3/12/2026
Public-sector unions propose changes to collective agreements to add that AI should not be used to justify staffing cuts.
AI poses bigger threat in jobs with more women, study finds
www.cbsnews.com • 1/29/2026
Workers in clerical and administrative roles could have the most trouble adapting to the impact of AI on jobs, new research shows.
Say Goodbye to Mundane Tasks, Welcome to the World of AI Agents
www.ft.com • 5/28/2025
Tired of monotonous tasks? AI agents are transforming work, collaborating across business functions to streamline operations and boost productivity.
More Career Info
Career: Library Assistants, Clerical
They help organize books, assist visitors in finding materials, and manage checkouts to keep the library running smoothly.
Parent Careers
Employment & Wage Data
Median Wage
$36,910
Jobs (2024)
84,500
Growth (2024-34)
-6.7%
Annual Openings
12,800
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Perform clerical activities, such as answering phones, sorting mail, filing, typing, word processing, and photocopying and mailing out material.
2
Open and close library during specified hours and secure library equipment, such as computers and audio-visual (AV) equipment.
3
Prepare, store, and retrieve classification and catalog information, lecture notes, or other information related to stored documents, using computers.
4
Acquire books, pamphlets, periodicals, audio-visual materials, and other library supplies by checking prices, figuring costs, and preparing appropriate order forms and facilitating the ordering proces...
5
Maintain library equipment, such as photocopiers, scanners, and computers, and instruct patrons in proper use of such equipment.
6
Review records, such as microfilm and issue cards, to identify titles of overdue materials and delinquent borrowers.
7
Schedule, supervise, and train clerical workers, volunteers, student assistants, and other library employees.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
