Takeover Tracker

32%medium risk
Cooks, Restaurant
vs

55 shared · 10 different

core competencies

Side-by-Side Comparison

MetricCooks, RestaurantFurniture Finishers
Risk Score31.6%19.9%
Risk TierMedium RiskLow Risk
Risk Percentile48th7th
Tasks at Risk (>50%)5 / 153 / 15
Median Salary$36,830$42,530
Employment1.5M14K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Performing for or Working Directly with the Public
Visual Color Discrimination
Inspecting Equipment, Structures, or Material
Visualization
Mechanical
Static Strength
Dynamic Strength
Near Vision
Making Decisions and Solving Problems

Protective Factors

Higher values indicate stronger protection against AI displacement

Cooks, Restaurant

28%

total discount

Furniture Finishers

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Cooks, Restaurant

5 of 15 at risk
86%Estimate expected food consumption, requisition or purchase supplies, or procure food from storage.
77%Ensure freshness of food and ingredients by checking for quality, keeping track of old and new items, and rotating stock.
71%Ensure food is stored and cooked at correct temperature by regulating temperature of ovens, broilers, grills, and roasters.
59%Weigh, measure, and mix ingredients according to recipes or personal judgment, using various kitchen utensils and equipment.
58%Bake, roast, broil, and steam meats, fish, vegetables, and other foods.

Furniture Finishers

3 of 15 at risk
84%Select appropriate finishing ingredients such as paint, stain, lacquer, shellac, or varnish, depending on factors such as wood hardness and surface type.
84%Follow blueprints to produce specific designs.
65%Paint metal surfaces electrostatically, or by using a spray gun or other painting equipment.
49%Mix finish ingredients to obtain desired colors or shades.
47%Examine furniture to determine the extent of damage or deterioration, and to decide on the best method for repair or restoration.

Wage Comparison

Furniture Finishers earns +$5,700(+15%) vs Cooks, Restaurant
Cooks, RestaurantFurniture Finishers
10th
$28,010$31,200
25th
$31,310$36,770
Median
$36,830$42,530
75th
$43,610$49,020
90th
$47,340$59,820

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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