Cooks, Institution and Cafeteria vs Laundry and Dry-Cleaning Workers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Cooks, Institution and Cafeteria

40 shared · 14 different

core competencies

medium risk

Laundry and Dry-Cleaning Workers

Side-by-Side Comparison

Laundry and Dry-Cleaning Workers leads 4–1

Metric	Cooks, Institution and Cafeteria	Laundry and Dry-Cleaning Workers
Risk Score	39.8%	31.0%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	80th	44th
Tasks at Risk (>50%)	9 / 15	5 / 15
Median Salary	$36,450	$33,800
Employment	448K	195K

Skill Comparison

Sorted by largest difference

Identifying Objects, Actions, and Events

Performing for or Working Directly with the Public

Customer and Personal Service

Updating and Using Relevant Knowledge

Getting Information

Evaluating Information to Determine Compliance with Standards

Establishing and Maintaining Interpersonal Relationships

Time Sharing

Judging the Qualities of Things, Services, or People

Processing Information

Estimating the Quantifiable Characteristics of Products, Events, or Information

Management of Personnel Resources

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooks, Institution and Cafeteria

28%

total discount

Laundry and Dry-Cleaning Workers

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cooks, Institution and Cafeteria

9 of 15 at risk

87%Compile and maintain records of food use and expenditures.

86%Monitor use of government food commodities to ensure that proper procedures are followed.

86%Monitor menus and spending to ensure that meals are prepared economically.

80%Monitor and record food temperatures to ensure safety of food.

78%Take inventory of supplies and equipment.

Laundry and Dry-Cleaning Workers

5 of 15 at risk

84%Determine spotting procedures and proper solvents, based on fabric and stain types.

82%Receive and mark articles for laundry or dry cleaning with identifying code numbers or names, using hand or machine markers.

55%Examine and sort into lots articles to be cleaned, according to color, fabric, dirt content, and cleaning technique required.

53%Start washers, dry cleaners, driers, or extractors, and turn valves or levers to regulate machine processes and the volume of soap, detergent, water, bleach, starch, and other additives.

51%Operate extractors and driers, or direct their operation.

Wage Comparison

Laundry and Dry-Cleaning Workers earns -$2,650(-7%) vs Cooks, Institution and Cafeteria

Cooks, Institution and CafeteriaLaundry and Dry-Cleaning Workers

10th

$26,800$26,270

25th

$30,530$29,530

Median

$36,450$33,800

75th

$42,860$36,760

90th

$48,320$42,370

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cooks, Institution and Cafeteria2028–2035

Laundry and Dry-Cleaning Workers2028–2035

20242030203520402045

Laundry and Dry-Cleaning Workers has a longer runway before significant displacement, projected 0 years later than Cooks, Institution and Cafeteria.

Risk-Adjusted Salary

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

Cooks, Institution and Cafeteria

$21,950

from $36,450

Laundry and Dry-Cleaning Workers

$23,329

from $33,800

After adjusting for AI risk, Laundry and Dry-Cleaning Workers offers $1,379 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Cooks,

Unique to Laundry

Combined Protection Strategy

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

Creativity

Decision Complexity

Social Intelligence

Regulatory Barriers

Cooks, Institution and CafeteriaLaundry and Dry-Cleaning Workers

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