Maids and Housekeeping Cleaners vs Cooks, Fast Food AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Maids and Housekeeping Cleaners

36 shared · 7 different

core competencies

medium risk

Cooks, Fast Food

Side-by-Side Comparison

Maids and Housekeeping Cleaners leads 5–0

Metric	Maids and Housekeeping Cleaners	Cooks, Fast Food
Risk Score	38.4%	46.3%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	76th	93th
Tasks at Risk (>50%)	4 / 15	12 / 15
Median Salary	$34,660	$30,160
Employment	855K	668K

Skill Comparison

Sorted by largest difference

Performing General Physical Activities

Resolving Conflicts and Negotiating with Others

Extent Flexibility

Identifying Objects, Actions, and Events

Getting Information

Handling and Moving Objects

Communicating with Persons Outside Organization

Protective Factors

Higher values indicate stronger protection against AI displacement

Maids and Housekeeping Cleaners

24%

total discount

Cooks, Fast Food

23%

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, Fast Food

12 of 15 at risk

88%Take food and drink orders and receive payment from customers.

76%Verify that prepared food meets requirements for quality and quantity.

75%Read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions.

61%Prepare and serve beverages, such as coffee or fountain drinks.

59%Prepare specialty foods, such as pizzas, fish and chips, sandwiches, or tacos, following specific methods that usually require short preparation time.

Wage Comparison

Cooks, Fast Food earns -$4,500(-13%) vs Maids and Housekeeping Cleaners

Maids and Housekeeping CleanersCooks, Fast Food

10th

$26,800$22,370

25th

$29,630$26,540

Median

$34,660$30,160

75th

$38,510$35,710

90th

$47,590$38,980

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Maids and Housekeeping Cleaners2028–2035

Cooks, Fast Food2028–2035

20242030203520402045

Maids and Housekeeping Cleaners has a longer runway before significant displacement, projected 0 years later than Cooks, Fast Food.

Risk-Adjusted Salary

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

Maids and Housekeeping Cleaners

$21,347

from $34,660

Cooks, Fast Food

$16,211

from $30,160

After adjusting for AI risk, Maids and Housekeeping Cleaners offers $5,136 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Maids

Unique to Cooks,

Combined Protection Strategy

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

Social Intelligence

Fine Manipulation

Regulatory Barriers

Creativity

Maids and Housekeeping CleanersCooks, Fast Food

Find transitions from Maids and Housekeeping Cleaners Find transitions from Cooks, Fast Food