Cooks, Private Household vs Ushers, Lobby Attendants, and Ticket Takers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Cooks, Private Household

36 shared · 21 different

core competencies

medium risk

Ushers, Lobby Attendants, and Ticket Takers

Side-by-Side Comparison

Cooks, Private Household leads 5–0

Metric	Cooks, Private Household	Ushers, Lobby Attendants, and Ticket Takers
Risk Score	23.5%	37.8%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	15th	75th
Tasks at Risk (>50%)	4 / 13	6 / 15
Median Salary	$44,530	$31,150
Employment	900	119K

Skill Comparison

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cooks, Private Household2028–2035

Ushers, Lobby Attendants, and Ticket Takers2028–2035

20242030203520402045

Cooks, Private Household has a longer runway before significant displacement, projected 0 years later than Ushers, Lobby Attendants, and Ticket Takers.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Cooks, Private Household

$34,048

from $44,530

Ushers, Lobby Attendants, and Ticket Takers

$19,391

from $31,150

After adjusting for AI risk, Cooks, Private Household offers $14,657 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Cooks,

Unique to Ushers,

Combined Protection Strategy

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

Creativity

Fine Manipulation

Social Intelligence

Decision Complexity

Cooks, Private HouseholdUshers, Lobby Attendants, and Ticket Takers

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