Takeover Tracker

vs

28 shared · 7 different

core competencies

Side-by-Side Comparison

MetricDining Room and Cafeteria Attendants and Bartender HelpersMaids and Housekeeping Cleaners
Risk Score34.0%38.4%
Risk TierMedium RiskMedium Risk
Risk Percentile62th76th
Tasks at Risk (>50%)4 / 154 / 15
Median Salary$32,670$34,660
Employment522K855K

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

Dining Room and Cafeteria Attendants and Bartender Helpers

24%

total discount

Maids and Housekeeping Cleaners

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

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

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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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Dining Room and Cafeteria Attendants and Bartender Helpers: Not yetMaids and Housekeeping Cleaners: Not yet