Takeover Tracker

31%medium risk
Librarians
vs

27 shared · 40 different

core competencies

39%medium risk
Library Technicians

Side-by-Side Comparison

MetricLibrariansLibrary Technicians
Risk Score30.9%39.4%
Risk TierMedium RiskMedium Risk
Risk Percentile44th79th
Tasks at Risk (>50%)5 / 155 / 15
Median SalaryN/A$39,970
EmploymentN/A74K

Skill Comparison

|

Sorted by largest difference

Training and Teaching Others
Updating and Using Relevant Knowledge
Developing Objectives and Strategies
Coaching and Developing Others
Communicating with Persons Outside Organization
Analyzing Data or Information
Education and Training
English Language
Administration and Management
Customer and Personal Service
Establishing and Maintaining Interpersonal Relationships
Information OrderingAI-Vulnerable

Protective Factors

Higher values indicate stronger protection against AI displacement

Librarians

31%

total discount

Library Technicians

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Librarians

5 of 15 at risk
86%Keep up-to-date records of circulation and materials, maintain inventory, and correct cataloging errors.
67%Code, classify, and catalog books, publications, films, audio-visual aids, and other library materials based on subject matter or standard library classification systems.
61%Check books in and out of the library.
56%Review and evaluate materials, using book reviews, catalogs, faculty recommendations, and current holdings to select and order print, audio-visual, and electronic resources.
55%Develop and maintain databases that provide information for library users.

Library Technicians

5 of 15 at risk
87%Reserve, circulate, renew, and discharge books and other materials.
87%Enter and update patrons' records on computers.
87%Compile and maintain records relating to circulation, materials, and equipment.
86%Process interlibrary loans for patrons.
84%Issue identification cards to borrowers.

Wage Comparison

LibrariansLibrary Technicians
10th
N/A$27,890
25th
N/A$33,510
Median
N/A$39,970
75th
N/A$49,740
90th
N/A$60,960

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Head-to-head task automation timeline
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