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, Hand2028–2035
Cooks, Short Order2028–2035
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
Sewers, Hand vs Cooks, Short Order AI Risk — Takeover Tracker