Takeover Tracker
vs

62 shared · 7 different

core competencies

Side-by-Side Comparison

MetricPourers and Casters, MetalFarmworkers, Farm, Ranch, and Aquacultural Animals
Risk Score37.7%32.8%
Risk TierMedium RiskMedium Risk
Risk Percentile74th55th
Tasks at Risk (>50%)5 / 1510 / 15
Median Salary$48,940$36,150
Employment6K35K

Skill Comparison

|

Sorted by largest difference

Education and Training
Evaluating Information to Determine Compliance with Standards
Mechanical
Documenting/Recording Information
Estimating the Quantifiable Characteristics of Products, Events, or Information
Public Safety and Security
Inspecting Equipment, Structures, or Material

Protective Factors

Higher values indicate stronger protection against AI displacement

Pourers and Casters, Metal

27%

total discount

Farmworkers, Farm, Ranch, and Aquacultural Animals

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Pourers and Casters, Metal

5 of 15 at risk
84%Read temperature gauges and observe color changes, adjusting furnace flames, torches, or electrical heating units as necessary to melt metal to specifications.
63%Examine molds to ensure they are clean, smooth, and properly coated.
61%Transport metal ingots to storage areas, using forklifts.
59%Stencil identifying information on ingots and pigs, using special hand tools.
51%Turn valves to circulate water through cores, or spray water on filled molds to cool and solidify metal.

Farmworkers, Farm, Ranch, and Aquacultural Animals

10 of 15 at risk
86%Order food for animals, and arrange for its delivery.
86%Maintain growth, feeding, production, and cost records.
67%Milk animals such as cows and goats, by hand or using milking machines.
63%Segregate animals according to weight, age, color, and physical condition.
61%Feed and water livestock and monitor food and water supplies.

Wage Comparison

Farmworkers, Farm, Ranch, and Aquacultural Animals earns -$12,790(-26%) vs Pourers and Casters, Metal
Pourers and Casters, MetalFarmworkers, Farm, Ranch, and Aquacultural Animals
10th
$37,250$27,110
25th
$41,410$31,220
Median
$48,940$36,150
75th
$59,850$44,280
90th
$68,030$51,840

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Pourers and Casters, Metal20282035
Farmworkers, Farm, Ranch, and Aquacultural Animals20282035
20242030203520402045

Farmworkers, Farm, Ranch, and Aquacultural Animals has a longer runway before significant displacement, projected 0 years later than Pourers and Casters, Metal.

Risk-Adjusted Salary

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

Pourers and Casters, Metal

$30,475

from $48,940

Farmworkers, Farm, Ranch, and Aquacultural Animals

$24,286

from $36,150

After adjusting for AI risk, Pourers and Casters, Metal offers $6,189 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Pourers

0

Unique to Farmworkers,

Combined Protection Strategy

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

Creativity
Social Intelligence
Regulatory Barriers
Decision Complexity
Pourers and Casters, MetalFarmworkers, Farm, Ranch, and Aquacultural Animals