Takeover Tracker

39%medium risk
Library Technicians
vs

42 shared · 7 different

core competencies

48%medium risk
File Clerks

Side-by-Side Comparison

MetricLibrary TechniciansFile Clerks
Risk Score39.4%48.0%
Risk TierMedium RiskMedium Risk
Risk Percentile79th95th
Tasks at Risk (>50%)5 / 159 / 15
Median Salary$39,970$41,270
Employment74K79K

Skill Comparison

|

Sorted by largest difference

Performing for or Working Directly with the Public
Clerical
Customer and Personal Service
Category Flexibility
Near Vision
Performing Administrative Activities
Learning Strategies

Protective Factors

Higher values indicate stronger protection against AI displacement

Library Technicians

25%

total discount

File Clerks

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

File Clerks

9 of 15 at risk
88%Sort or classify information according to guidelines, such as content, purpose, user criteria, or chronological, alphabetical, or numerical order.
88%Keep records of materials filed or removed, using logbooks or computers and generate computerized reports.
86%Complete general financial activities, such as processing accounts payable, reviewing invoices, collecting cash payments, or issuing receipts.
86%Add new material to file records or create new records as necessary.
86%Track materials removed from files to ensure that borrowed files are returned.

Wage Comparison

File Clerks earns +$1,300(+3%) vs Library Technicians
Library TechniciansFile Clerks
10th
$27,890$29,620
25th
$33,510$35,120
Median
$39,970$41,270
75th
$49,740$50,020
90th
$60,960$61,080

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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