AITakeover Tracker
39%medium risk

Library Technicians

Assist librarians by helping readers in the use of library catalogs, databases, and indexes to locate books and other materials; and by answering questions that require only brief consultation of standard reference. Compile records; sort and shelve books or other media; remove or repair damaged books or other media; register patrons; and check materials in and out of the circulation process. Replace materials in shelving area (stacks) or files. Includes bookmobile drivers who assist with providing services in mobile libraries.

Higher risk than 79% of occupations

AI Impact Summary

Library Technicians faces moderate AI displacement risk with a score of 39/100. This occupation has higher AI displacement risk than 79% of all analyzed occupations. Of 36 analyzed tasks, 11 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingActive LearningMonitoringJudgment and Decision MakingWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Library Technicians skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.6pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-4.8pt risk+$2K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Coursera

Inspired Leadership Through Emotional Intelligence

by Case Western Reserve University

32 hours$49/mo4.8Certificate
Strengthens resilience: Adaptability/Flexibility

Estimated Impact

-3.7pt risk+$2K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma15%
Some College17%
Post-Secondary Certificate9%
Associate's Degree28%
Bachelor's Degree30%
Doctoral/Professional Degree2%

Prior Experience Needed

Work experience required to enter this job

None29%
3-6 months3%
6 months - 1 year35%
1-2 years15%
2-4 years8%
4-6 years11%

Training Provided After Hiring

How long it typically takes to learn on the job

None14%
Up to 1 month25%
1-3 months36%
3-6 months9%
6 months - 1 year16%

How AI Impacts Each Task

36 tasks analyzed

Reserve, circulate, renew, and discharge books and other materials.

Risk: 87.2%AI: 95EstimatedTime: 4%

Answer routine telephone or in-person reference inquiries, referring patrons to librarians for further assistance, when necessary.

Risk: 30.3%AI: 38.22ObservedTime: 3%

Help patrons find and use library resources, such as reference materials, audio-visual equipment, computers, and other electronic resources and provide technical assistance when needed.

Risk: 35.6%AI: 51.48ObservedTime: 3%

Deliver and retrieve items throughout the library by hand or using pushcart.

Risk: 41.0%AI: 20EstimatedTime: 3%

Process print and non-print library materials to prepare them for inclusion in library collections.

Risk: 41.0%AI: 20EstimatedTime: 2%

Catalogue and sort books and other print and non-print materials according to procedure and return them to shelves, files, or other designated storage areas.

Risk: 41.0%AI: 20EstimatedTime: 3%

Enter and update patrons' records on computers.

Risk: 87.2%AI: 95EstimatedTime: 2%

Issue identification cards to borrowers.

Risk: 84.0%AI: 87EstimatedTime: 1%

Provide assistance to teachers and students by locating materials and helping to complete special projects.

Risk: 31.2%AI: 40.48ObservedTime: 2%

Compile and maintain records relating to circulation, materials, and equipment.

Risk: 87.2%AI: 95EstimatedTime: 2%

Take actions to halt disruption of library activities by problem patrons.

Risk: 19.0%AI: 10EstimatedTime: 1%

Review subject matter of materials to be classified and select classification numbers and headings according to classification systems.

Risk: 43.7%AI: 41.67ObservedTime: 2%

Process interlibrary loans for patrons.

Risk: 86.0%AI: 92EstimatedTime: 2%

Maintain and troubleshoot problems with library equipment, including computers, photocopiers, and audio-visual equipment.

Risk: 17.0%AI: 20EstimatedTime: 2%

Check for damaged library materials, such as books or audio-visual equipment, and provide replacements or make repairs.

Risk: 41.0%AI: 20EstimatedTime: 2%

Order all print and non-print library materials, checking prices, figuring costs, preparing order slips, and making payments.

Risk: 86.0%AI: 92EstimatedTime: 2%

Collect fines and respond to complaints about fines.

Risk: 33.0%AI: 45EstimatedTime: 2%

Send out notices about lost or overdue books.

Risk: 88.0%AI: 97EstimatedTime: 1%

Retrieve information from central databases for storage in a library's computer.

Risk: 65.3%AI: 40.33ObservedTime: 1%

Train other staff, volunteers, or student assistants and schedule and supervise their work.

Risk: 29.0%AI: 35EstimatedTime: 2%

Conduct reference searches, using printed materials and in-house and online databases.

Risk: 46.5%AI: 48.77ObservedTime: 2%

Verify bibliographical data for materials, including author, title, publisher, publication date, and edition.

Risk: 87.2%AI: 95EstimatedTime: 2%

Plan and conduct children's programs, community outreach programs, and other specialized programs, such as library tours.

Risk: 21.0%AI: 15EstimatedTime: 2%

Compile data and create statistical reports on library usage.

Risk: 88.0%AI: 97EstimatedTime: 1%

Organize and maintain periodicals and reference materials.

Risk: 41.0%AI: 20EstimatedTime: 2%

Claim missing issues of periodicals and journals.

Risk: 86.0%AI: 92EstimatedTime: 1%

Design posters and special displays to promote use of library facilities or specific reading programs at libraries.

Risk: 21.0%AI: 30EstimatedTime: 1%

Compose explanatory summaries of contents of books and other reference materials.

Risk: 50.3%AI: 58.27ObservedTime: 1%

Design, customize, and maintain databases, web pages, and local area networks.

Risk: 55.0%AI: 70EstimatedTime: 1%

Sort and deliver library mail and packages.

Risk: 41.0%AI: 20EstimatedTime: 5%

Collaborate with archivists to arrange for the safe storage of historical records and documents.

Risk: 27.0%AI: 30EstimatedTime: 5%

Operate and maintain audio-visual equipment, such as projectors, tape recorders, and videocassette recorders.

Risk: 41.0%AI: 20EstimatedTime: 10%

Prepare volumes for binding.

Risk: 41.0%AI: 20EstimatedTime: 8%

File catalog cards according to system used.

Risk: 86.0%AI: 92EstimatedTime: 13%

Compile bibliographies and prepare abstracts on subjects of interest to particular organizations or groups.

Risk: 49.9%AI: 57.15ObservedTime: 10%

Open and close the library.

Risk: 39.0%AI: 15EstimatedTime: 1%

Protective Factors

Total protective discount: 24.9%

Essential Soft Skills

Traits that are hard for AI to replicate

DependabilityCooperationIntegritySelf ControlAttention to DetailConcern for OthersAdaptability/FlexibilityStress ToleranceIndependenceInitiativeAnalytical ThinkingAchievement/Effort

Wage & Employment (2024)

Median Wage

$39,970

per year

Mean Wage

$43,050

per year

Employment

74K

workers

Wage Range

$27,890 - $60,960

10th - 90th pct

Wage Distribution

$27,890Median: $39,970$60,960
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

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Procurement Clerks

49%
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Median salary: $48,510

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Billing, Cost, and Rate Clerks

51%
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Higher risk than 98% of other occupations

Title Examiners, Abstractors, and Searchers

55%
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Higher risk than 99% of other occupations

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56%
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Higher risk than 99% of other occupations

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25%
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Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Library Technicians professionals should diversify beyond them.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership is AI-resistant — strengthening this skill provides durable career protection.

  • Service Orientation

    Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

  • Social Perceptiveness

    Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 2 scoring runs

+2.7

overall change

Checking for existing plan...