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

|

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

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Dining Room and Cafeteria Attendants and Bartender Helpers20282035
Maids and Housekeeping Cleaners20282035
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%)

Dining Room and Cafeteria Attendants and Bartender Helpers

$21,565

from $32,670

Maids and Housekeeping Cleaners

$21,347

from $34,660

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 Dining

0

Unique to Maids

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Social Intelligence
Creativity
Dining Room and Cafeteria Attendants and Bartender HelpersMaids and Housekeeping Cleaners