Takeover Tracker

39%medium risk
Gaming Managers
vs

78 shared · 11 different

core competencies

Side-by-Side Comparison

MetricGaming ManagersTransportation Managers
Risk Score38.9%27.9%
Risk TierMedium RiskMedium Risk
Risk Percentile78th29th
Tasks at Risk (>50%)7 / 156 / 15
Median Salary$85,580$102,010
Employment5K213K

Skill Comparison

|

Sorted by largest difference

Communicating with Persons Outside Organization
Performing for or Working Directly with the Public
Thinking Creatively
Operations Analysis
Staffing Organizational Units
Far Vision
Service OrientationAI-Resistant
Public Safety and Security
Selling or Influencing Others
Coaching and Developing Others
Fluency of Ideas

Protective Factors

Higher values indicate stronger protection against AI displacement

Gaming Managers

32%

total discount

Transportation Managers

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Gaming Managers

7 of 15 at risk
86%Track supplies of money to tables and perform any required paperwork.
86%Prepare work schedules and station arrangements and keep attendance records.
86%Review operational expenses, budget estimates, betting accounts, or collection reports for accuracy.
86%Record, collect, or pay off bets, issuing receipts as necessary.
84%Monitor staffing levels to ensure that games and tables are adequately staffed for each shift, arranging for staff rotations and breaks and locating substitute employees as necessary.

Transportation Managers

6 of 15 at risk
86%Monitor spending to ensure that expenses are consistent with approved budgets.
80%Implement schedule or policy changes for transportation services.
59%Monitor operations to ensure that staff members comply with administrative policies and procedures, safety rules, union contracts, environmental policies, or government regulations.
51%Direct activities related to dispatching, routing, or tracking transportation vehicles, such as aircraft or railroad cars.
51%Prepare management recommendations, such as proposed fee and tariff increases or schedule changes.

Wage Comparison

Transportation Managers earns +$16,430(+19%) vs Gaming Managers
Gaming ManagersTransportation Managers
10th
$51,670$61,200
25th
$70,190$78,360
Median
$85,580$102,010
75th
$120,490$136,050
90th
$165,220$180,590

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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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