Cooks, Fast Food vs Maids and Housekeeping Cleaners AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Cooks, Fast Food

36 shared · 7 different

core competencies

medium risk

Maids and Housekeeping Cleaners

Side-by-Side Comparison

Maids and Housekeeping Cleaners leads 5–0

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

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

Cooks, Fast Food

23%

total discount

Maids and Housekeeping Cleaners

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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 +$4,500(+15%) vs Cooks, Fast Food

Cooks, Fast FoodMaids and Housekeeping Cleaners

10th

$22,370$26,800

25th

$26,540$29,630

Median

$30,160$34,660

75th

$35,710$38,510

90th

$38,980$47,590

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cooks, Fast Food2028–2035

Maids and Housekeeping Cleaners2028–2035

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%)

Cooks, Fast Food

$16,211

from $30,160

Maids and Housekeeping Cleaners

$21,347

from $34,660

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 Cooks,

Unique to Maids

Combined Protection Strategy

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

Social Intelligence

Fine Manipulation

Regulatory Barriers

Creativity

Cooks, Fast FoodMaids and Housekeeping Cleaners

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