Takeover Tracker
39%medium risk
Library Technicians
vs

40 shared · 11 different

core competencies

55%high risk
Gaming Cage Workers

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Library Technicians2028–2035
Gaming Cage Workers2028–2035
20242030203520402045

Library Technicians has a longer runway before significant displacement, projected 0 years later than Gaming Cage Workers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Library Technicians

$24,242

from $39,970

Gaming Cage Workers

$16,623

from $36,990

After adjusting for AI risk, Library Technicians offers $7,618 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Library

0

Unique to Gaming

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Creativity
Fine Manipulation
Social Intelligence
Regulatory Barriers
Library TechniciansGaming Cage Workers
Find transitions from Library TechniciansFind transitions from Gaming Cage Workers