Takeover Tracker
34%medium risk
Cooks, Short Order
vs

37 shared · 9 different

core competencies

Side-by-Side Comparison

MetricCooks, Short OrderLaundry and Dry-Cleaning Workers
Risk Score33.8%31.0%
Risk TierMedium RiskMedium Risk
Risk Percentile61th44th
Tasks at Risk (>50%)5 / 115 / 15
Median Salary$35,620$33,800
Employment150K195K

Skill Comparison

|

Sorted by largest difference

Getting Information
Thinking Creatively
Identifying Objects, Actions, and Events
Updating and Using Relevant Knowledge
Performing for or Working Directly with the Public
Controlling Machines and Processes
Processing Information
Monitor Processes, Materials, or Surroundings
Time Sharing

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooks, Short Order

27%

total discount

Laundry and Dry-Cleaning Workers

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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 -$1,820(-5%) vs Cooks, Short Order
Cooks, Short OrderLaundry and Dry-Cleaning Workers
10th
$23,770$26,270
25th
$30,160$29,530
Median
$35,620$33,800
75th
$39,990$36,760
90th
$46,010$42,370

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Cooks, Short Order20282035
Laundry and Dry-Cleaning Workers20282035
20242030203520402045

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

Risk-Adjusted Salary

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

Cooks, Short Order

$23,584

from $35,620

Laundry and Dry-Cleaning Workers

$23,329

from $33,800

After adjusting for AI risk, Cooks, Short Order offers $255 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Cooks,

0

Unique to Laundry

Combined Protection Strategy

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

Creativity
Decision Complexity
Social Intelligence
Fine Manipulation
Cooks, Short OrderLaundry and Dry-Cleaning Workers