Takeover Tracker

vs

59 shared · 20 different

core competencies

42%medium risk
Gaming Supervisors

Side-by-Side Comparison

MetricFirst-Line Supervisors of Personal Service WorkersGaming Supervisors
Risk Score30.0%41.5%
Risk TierMedium RiskMedium Risk
Risk Percentile39th84th
Tasks at Risk (>50%)4 / 1511 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

Organizing, Planning, and Prioritizing Work
Thinking Creatively
Identifying Objects, Actions, and Events
Assisting and Caring for Others
Performing Administrative Activities
Getting Information
Making Decisions and Solving Problems
Performing for or Working Directly with the Public
Staffing Organizational Units
Judging the Qualities of Things, Services, or People
MathematicsAI-Vulnerable
Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Personal Service Workers

32%

total discount

Gaming Supervisors

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

First-Line Supervisors of Personal Service Workers

4 of 15 at risk
86%Assign work schedules, following work requirements, to ensure quality and timely delivery of service.
86%Requisition necessary supplies, equipment, or services.
69%Analyze and record personnel or operational data and write related activity reports.
55%Direct marketing, advertising, or other customer recruitment efforts.
47%Inspect work areas or operating equipment to ensure conformance to established standards in areas such as cleanliness or maintenance.

Gaming Supervisors

11 of 15 at risk
87%Direct workers compiling summary sheets for each race or event to record amounts wagered and amounts to be paid to winners.
87%Supervise the distribution of complimentary meals, hotel rooms, discounts, or other items given to players, based on length of play and amount bet.
86%Determine how many gaming tables to open each day and schedule staff accordingly.
85%Perform paperwork required for monetary transactions.
85%Record, issue receipts for, and pay off bets.

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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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