Takeover Tracker
vs

56 shared · 33 different

core competencies

32%medium risk
Cooks, Restaurant

Side-by-Side Comparison

MetricFirst-Line Supervisors of Agricultural Crop and Horticultural WorkersCooks, Restaurant
Risk Score33.4%31.6%
Risk TierMedium RiskMedium Risk
Risk Percentile59th48th
Tasks at Risk (>50%)7 / 155 / 15
Median Salary$59,330$36,830
Employment30K1.5M

Skill Comparison

|

Sorted by largest difference

Production and Processing
Mechanical
Operating Vehicles, Mechanized Devices, or Equipment
Chemistry
Coordinating the Work and Activities of Others
Administration and Management
Guiding, Directing, and Motivating Subordinates
Repairing and Maintaining Mechanical Equipment
Performing for or Working Directly with the Public
Oral Comprehension
Judgment and Decision MakingAI-Augmented
Personnel and Human Resources

Protective Factors

Higher values indicate stronger protection against AI displacement

First-Line Supervisors of Agricultural Crop and Horticultural Workers

31%

total discount

Cooks, Restaurant

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

First-Line Supervisors of Agricultural Crop and Horticultural Workers

7 of 15 at risk
86%Read inventory records, customer orders, or shipping schedules to determine required activities.
86%Requisition or purchase supplies, such as insecticides, machine parts or lubricants, or tools.
84%Estimate labor requirements for jobs and plan work schedules accordingly.
69%Prepare and maintain time or payroll reports, as well as details of personnel actions, such as performance evaluations, hires, promotions, or disciplinary actions.
63%Drive or operate farm machinery, such as trucks, tractors, or self-propelled harvesters, to transport workers or supplies or to cultivate or harvest fields.

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.

Wage Comparison

Cooks, Restaurant earns -$22,500(-38%) vs First-Line Supervisors of Agricultural Crop and Horticultural Workers
First-Line Supervisors of Agricultural Crop and Horticultural WorkersCooks, Restaurant
10th
$39,610$28,010
25th
$47,660$31,310
Median
$59,330$36,830
75th
$76,640$43,610
90th
$90,840$47,340

Premium Head-to-Head Analysis

Displacement Timeline Comparison

First-Line Supervisors of Agricultural Crop and Horticultural Workers20282035
Cooks, Restaurant20282035
20242030203520402045

Cooks, Restaurant has a longer runway before significant displacement, projected 0 years later than First-Line Supervisors of Agricultural Crop and Horticultural Workers.

Risk-Adjusted Salary

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

First-Line Supervisors of Agricultural Crop and Horticultural Workers

$39,508

from $59,330

Cooks, Restaurant

$25,192

from $36,830

After adjusting for AI risk, First-Line Supervisors of Agricultural Crop and Horticultural Workers offers $14,316 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to First-Line

0

Unique to Cooks,

Combined Protection Strategy

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

Social Intelligence
Decision Complexity
Fine Manipulation
Regulatory Barriers
First-Line Supervisors of Agricultural Crop and Horticultural WorkersCooks, Restaurant