Gaming Cage Workers vs Office Clerks, General AI Risk

Job 1

Job 2

Job 1

Job 2

high risk

Gaming Cage Workers

39 shared · 10 different

core competencies

medium risk

Office Clerks, General

Side-by-Side Comparison

Office Clerks, General leads 4–1

Metric	Gaming Cage Workers	Office Clerks, General
Risk Score	55.1%	47.2%
Risk Tier	High Risk	Medium Risk
Risk Percentile	99th	95th
Tasks at Risk (>50%)	12 / 15	13 / 15
Median Salary	$36,990	$43,630
Employment	13K	2.5M

Skill Comparison

Sorted by largest difference

Clerical

Performing for or Working Directly with the Public

Customer and Personal Service

Organizing, Planning, and Prioritizing Work

MathematicsAI-Vulnerable

Scheduling Work and Activities

MathematicsAI-Vulnerable

Number Facility

Reading ComprehensionAI-Vulnerable

Performing Administrative Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Gaming Cage Workers

24%

total discount

Office Clerks, General

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.

Office Clerks, General

13 of 15 at risk

88%Type, format, proofread, and edit correspondence and other documents, from notes or dictating machines, using computers or typewriters.

87%Compute, record, and proofread data and other information, such as records or reports.

85%Maintain and update filing, inventory, mailing, and database systems, either manually or using a computer.

83%Complete and mail bills, contracts, policies, invoices, or checks.

74%Collect, count, and disburse money, do basic bookkeeping, and complete banking transactions.

Wage Comparison

Office Clerks, General earns +$6,640(+18%) vs Gaming Cage Workers

Gaming Cage WorkersOffice Clerks, General

10th

$27,940$29,120

25th

$31,870$35,350

Median

$36,990$43,630

75th

$43,840$52,560

90th

$49,350$63,840

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Gaming Cage Workers2028–2035

Office Clerks, General2028–2035

20242030203520402045

Office Clerks, General 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

Office Clerks, General

$23,032

from $43,630

After adjusting for AI risk, Office Clerks, General offers $6,409 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Gaming

Unique to Office

Combined Protection Strategy

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

Creativity

Fine Manipulation

Regulatory Barriers

Social Intelligence

Gaming Cage WorkersOffice Clerks, General

Find transitions from Gaming Cage Workers Find transitions from Office Clerks, General