Takeover Tracker

39%medium risk
Library Technicians
vs

40 shared · 11 different

core competencies

Side-by-Side Comparison

MetricLibrary TechniciansGaming Cage Workers
Risk Score39.4%55.1%
Risk TierMedium RiskHigh Risk
Risk Percentile79th99th
Tasks at Risk (>50%)5 / 1512 / 15
Median Salary$39,970$36,990
Employment74K13K

Skill Comparison

|

Sorted by largest difference

Performing for or Working Directly with the Public
Clerical
Education and Training
Organizing, Planning, and Prioritizing Work
Thinking Creatively
MathematicsAI-Vulnerable
Handling and Moving Objects
Evaluating Information to Determine Compliance with Standards
Learning Strategies
Reading ComprehensionAI-Vulnerable
Computers and Electronics

Protective Factors

Higher values indicate stronger protection against AI displacement

Library Technicians

25%

total discount

Gaming Cage Workers

24%

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.

Gaming Cage Workers

12 of 15 at risk
86%Count funds and reconcile daily summaries of transactions to balance books.
86%Verify accuracy of reports, such as authorization forms, transaction reconciliations, or exchange summary reports.
84%Record casino exchange transactions, using cash registers.
84%Maintain confidentiality of customers' transactions.
84%Determine cash requirements for windows and order all necessary currency, coins, or chips.

Wage Comparison

Gaming Cage Workers earns -$2,980(-7%) vs Library Technicians
Library TechniciansGaming Cage Workers
10th
$27,890$27,940
25th
$33,510$31,870
Median
$39,970$36,990
75th
$49,740$43,840
90th
$60,960$49,350

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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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