Takeover Tracker

vs

36 shared · 21 different

core competencies

Side-by-Side Comparison

MetricCooks, Private HouseholdUshers, Lobby Attendants, and Ticket Takers
Risk Score23.5%37.8%
Risk TierLow RiskMedium Risk
Risk Percentile15th75th
Tasks at Risk (>50%)4 / 136 / 15
Median Salary$44,530$31,150
Employment900119K

Skill Comparison

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Sorted by largest difference

Organizing, Planning, and Prioritizing Work
Monitoring and Controlling Resources
Food Production
Thinking Creatively
Administration and Management
Public Safety and Security
Originality
Performing Administrative Activities
Establishing and Maintaining Interpersonal Relationships
Fluency of Ideas
Getting Information
Finger Dexterity

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooks, Private Household

27%

total discount

Ushers, Lobby Attendants, and Ticket Takers

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cooks, Private Household

4 of 13 at risk
85%Keep records pertaining to menus, finances, and other business-related issues.
73%Shop for or order food and kitchen supplies and equipment.
59%Plan menus according to employers' needs and diet restrictions.
55%Create and explore new cuisines.
47%Plan and prepare food for parties, holiday meals, luncheons, special functions, and other social events.

Ushers, Lobby Attendants, and Ticket Takers

6 of 15 at risk
88%Count and record number of tickets collected.
88%Sell or collect admission tickets, passes, or facility memberships from patrons at entertainment events.
88%Examine tickets or passes to verify authenticity, using criteria such as color or date issued.
86%Manage inventory or sale of artist merchandise.
86%Verify credentials of patrons desiring entrance into press box and permit only authorized persons to enter.

Wage Comparison

Ushers, Lobby Attendants, and Ticket Takers earns -$13,380(-30%) vs Cooks, Private Household
Cooks, Private HouseholdUshers, Lobby Attendants, and Ticket Takers
10th
$38,240$22,880
25th
$42,800$27,140
Median
$44,530$31,150
75th
$47,150$35,650
90th
$92,480$40,210

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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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