Takeover Tracker
38%medium risk
Maids and Housekeeping Cleaners
vs

42 shared · 4 different

core competencies

34%medium risk
Cooks, Short Order

Side-by-Side Comparison

MetricMaids and Housekeeping CleanersCooks, Short Order
Risk Score38.4%33.8%
Risk TierMedium RiskMedium Risk
Risk Percentile76th61th
Tasks at Risk (>50%)4 / 155 / 11
Median Salary$34,660$35,620
Employment855K150K

Skill Comparison

|

Sorted by largest difference

Establishing and Maintaining Interpersonal Relationships
Performing General Physical Activities
Identifying Objects, Actions, and Events
Near Vision

Protective Factors

Higher values indicate stronger protection against AI displacement

Maids and Housekeeping Cleaners

24%

total discount

Cooks, Short Order

27%

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.

Cooks, Short Order

5 of 11 at risk
88%Accept payments, and make change or write charge slips as necessary.
75%Order supplies and stock them on shelves.
74%Plan work on orders so that items served together are finished at the same time.
53%Complete orders from steam tables, placing food on plates and serving customers at tables or counters.
51%Perform food preparation tasks, such as making sandwiches, carving meats, making soups or salads, baking breads or desserts, and brewing coffee or tea.

Wage Comparison

Cooks, Short Order earns +$960(+3%) vs Maids and Housekeeping Cleaners
Maids and Housekeeping CleanersCooks, Short Order
10th
$26,800$23,770
25th
$29,630$30,160
Median
$34,660$35,620
75th
$38,510$39,990
90th
$47,590$46,010

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Maids and Housekeeping Cleaners2028–2035
Cooks, Short Order2028–2035
20242030203520402045

Cooks, Short Order 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

Cooks, Short Order

$23,584

from $35,620

After adjusting for AI risk, Cooks, Short Order offers $2,237 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Maids

0

Unique to Cooks,

Combined Protection Strategy

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

Creativity
Social Intelligence
Regulatory Barriers
Fine Manipulation
Maids and Housekeeping CleanersCooks, Short Order
Find transitions from Maids and Housekeeping CleanersFind transitions from Cooks, Short Order