Takeover Tracker
vs

40 shared · 8 different

core competencies

51%high risk
License Clerks

Side-by-Side Comparison

MetricGaming Cage WorkersLicense Clerks
Risk Score55.1%51.1%
Risk TierHigh RiskHigh Risk
Risk Percentile99th98th
Tasks at Risk (>50%)12 / 1513 / 15
Median Salary$36,990$47,700
Employment13K170K

Skill Comparison

|

Sorted by largest difference

Clerical
Performing for or Working Directly with the Public
Documenting/Recording Information
MathematicsAI-Vulnerable
Written Comprehension
MathematicsAI-Vulnerable
Identifying Objects, Actions, and Events
Administration and Management

Protective Factors

Higher values indicate stronger protection against AI displacement

Gaming Cage Workers

24%

total discount

License Clerks

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

License Clerks

13 of 15 at risk
88%Collect prescribed fees for licenses.
88%Question applicants to obtain required information, such as name, address, or age, and record data on prescribed forms.
88%Maintain records of applications made or licensing fees collected.
86%Perform routine data entry or other office support activities, including creating, sorting, photocopying, distributing, or filing documents.
70%Prepare bank deposits and take deposits to banks.

Wage Comparison

License Clerks earns +$10,710(+29%) vs Gaming Cage Workers
Gaming Cage WorkersLicense Clerks
10th
$27,940$34,860
25th
$31,870$39,730
Median
$36,990$47,700
75th
$43,840$59,590
90th
$49,350$72,370

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Gaming Cage Workers20282035
License Clerks20282035
20242030203520402045

License Clerks 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%)

Gaming Cage Workers

$16,623

from $36,990

License Clerks

$23,349

from $47,700

After adjusting for AI risk, License Clerks offers $6,726 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Gaming

0

Unique to License

Combined Protection Strategy

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

Fine Manipulation
Creativity
Decision Complexity
Social Intelligence
Gaming Cage WorkersLicense Clerks
Gaming Cage Workers vs License Clerks AI Risk — Takeover Tracker