Takeover Tracker
34%medium risk
Sewers, Hand
vs

29 shared · 20 different

core competencies

34%medium risk
Cooks, Short Order

Side-by-Side Comparison

MetricSewers, HandCooks, Short Order
Risk Score33.6%33.8%
Risk TierMedium RiskMedium Risk
Risk Percentile60th61th
Tasks at Risk (>50%)3 / 145 / 11
Median Salary$33,760$35,620
Employment2K150K

Skill Comparison

|

Sorted by largest difference

Thinking Creatively
Finger Dexterity
Arm-Hand Steadiness
Controlling Machines and Processes
Manual DexterityAI-Resistant
Sales and Marketing
Organizing, Planning, and Prioritizing Work
Performing General Physical Activities
Estimating the Quantifiable Characteristics of Products, Events, or Information
Establishing and Maintaining Interpersonal Relationships
CoordinationAI-Resistant
Visualization

Protective Factors

Higher values indicate stronger protection against AI displacement

Sewers, Hand

27%

total discount

Cooks, Short Order

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Sewers, Hand

3 of 14 at risk
78%Draw and cut patterns according to specifications.
70%Measure and align parts, fasteners, or trimmings, following seams, edges, or markings on parts.
51%Attach trimmings and labels to articles with cement, using brushes or cement guns.
49%Trim excess threads or edges of parts, using scissors or knives.
49%Smooth seams with heated irons, flat bones, or rubbing sticks.

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 +$1,860(+6%) vs Sewers, Hand
Sewers, HandCooks, Short Order
10th
$25,530$23,770
25th
$29,210$30,160
Median
$33,760$35,620
75th
$38,180$39,990
90th
$46,320$46,010

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Sewers, Hand20282035
Cooks, Short Order20282035
20242030203520402045

Sewers, Hand 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%)

Sewers, Hand

$22,420

from $33,760

Cooks, Short Order

$23,584

from $35,620

After adjusting for AI risk, Cooks, Short Order offers $1,164 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Sewers,

0

Unique to Cooks,

Combined Protection Strategy

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

Fine Manipulation
Social Intelligence
Creativity
Decision Complexity
Sewers, HandCooks, Short Order