Takeover Tracker
38%medium risk
Maids and Housekeeping Cleaners
vs

28 shared · 7 different

core competencies

34%medium risk
Dining Room and Cafeteria Attendants and Bartender Helpers

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

|

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Maids and Housekeeping Cleaners2028–2035
Dining Room and Cafeteria Attendants and Bartender Helpers2028–2035
20242030203520402045

Dining Room and Cafeteria Attendants and Bartender Helpers has a longer runway before significant displacement, projected 0 years later than Maids and Housekeeping Cleaners.

Risk-Adjusted Salary

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

Maids and Housekeeping Cleaners

$21,347

from $34,660

Dining Room and Cafeteria Attendants and Bartender Helpers

$21,565

from $32,670

After adjusting for AI risk, Dining Room and Cafeteria Attendants and Bartender Helpers offers $218 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Maids

0

Unique to Dining

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Social Intelligence
Creativity
Maids and Housekeeping CleanersDining Room and Cafeteria Attendants and Bartender Helpers
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