Takeover Tracker

vs

28 shared · 7 different

core competencies

Side-by-Side Comparison

MetricMaids and Housekeeping CleanersDining Room and Cafeteria Attendants and Bartender Helpers
Risk Score38.4%34.0%
Risk TierMedium RiskMedium Risk
Risk Percentile76th62th
Tasks at Risk (>50%)4 / 154 / 15
Median Salary$34,660$32,670
Employment855K522K

Skill Comparison

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Sorted by largest difference

Identifying Objects, Actions, and Events
Selling or Influencing Others
Performing General Physical Activities
Resolving Conflicts and Negotiating with Others
Arm-Hand Steadiness
Organizing, Planning, and Prioritizing Work
Manual DexterityAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Maids and Housekeeping Cleaners

24%

total discount

Dining Room and Cafeteria Attendants and Bartender Helpers

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Maids and Housekeeping Cleaners

4 of 15 at risk
78%Request repair services and wait for repair workers to arrive.
74%Observe precautions required to protect hotel and guest property and report damage, theft, and found articles to supervisors.
57%Sweep, scrub, wax, or polish floors, using brooms, mops, or powered scrubbing and waxing machines.
51%Clean rugs, carpets, upholstered furniture, and draperies, using vacuum cleaners and shampooers.
49%Disinfect equipment and supplies, using germicides or steam-operated sterilizers.

Dining Room and Cafeteria Attendants and Bartender Helpers

4 of 15 at risk
86%Run cash registers.
61%Carry food, dishes, trays, or silverware from kitchens or supply departments to serving counters.
61%Carry trays from food counters to tables for cafeteria patrons.
61%Mix and prepare flavors for mixed drinks.
47%Serve ice water, coffee, rolls, or butter to patrons.

Wage Comparison

Dining Room and Cafeteria Attendants and Bartender Helpers earns -$1,990(-6%) vs Maids and Housekeeping Cleaners
Maids and Housekeeping CleanersDining Room and Cafeteria Attendants and Bartender Helpers
10th
$26,800$22,260
25th
$29,630$27,830
Median
$34,660$32,670
75th
$38,510$36,880
90th
$47,590$46,380

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Head-to-head task automation timeline
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Risk-adjusted salary comparison
Combined protective factor strategy
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