Takeover Tracker
vs

55 shared · 9 different

core competencies

Side-by-Side Comparison

MetricFarmworkers, Farm, Ranch, and Aquacultural AnimalsMolding and Casting Workers
Risk Score32.8%37.0%
Risk TierMedium RiskMedium Risk
Risk Percentile55th72th
Tasks at Risk (>50%)10 / 158 / 15
Median Salary$36,150$45,690
Employment35K35K

Skill Comparison

|

Sorted by largest difference

Operating Vehicles, Mechanized Devices, or Equipment
Identifying Objects, Actions, and Events
Guiding, Directing, and Motivating Subordinates
Monitor Processes, Materials, or Surroundings
Scheduling Work and Activities
Making Decisions and Solving Problems
Training and Teaching Others
Thinking Creatively
Repairing and Maintaining Mechanical Equipment

Protective Factors

Higher values indicate stronger protection against AI displacement

Farmworkers, Farm, Ranch, and Aquacultural Animals

28%

total discount

Molding and Casting Workers

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Molding and Casting Workers

8 of 15 at risk
86%Read work orders or examine parts to determine parts or sections of products to be produced.
86%Set the proper operating temperature for each casting.
86%Select sizes and types of molds according to instructions.
61%Engrave or stamp identifying symbols, letters, or numbers on products.
57%Operate and adjust controls of heating equipment to melt material or to cure, dry, or bake filled molds.

Wage Comparison

Molding and Casting Workers earns +$9,540(+26%) vs Farmworkers, Farm, Ranch, and Aquacultural Animals
Farmworkers, Farm, Ranch, and Aquacultural AnimalsMolding and Casting Workers
10th
$27,110$34,950
25th
$31,220$38,500
Median
$36,150$45,690
75th
$44,280$51,340
90th
$51,840$61,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Farmworkers, Farm, Ranch, and Aquacultural Animals20282035
Molding and Casting Workers20282035
20242030203520402045

Farmworkers, Farm, Ranch, and Aquacultural Animals has a longer runway before significant displacement, projected 0 years later than Molding and Casting Workers.

Risk-Adjusted Salary

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

Farmworkers, Farm, Ranch, and Aquacultural Animals

$24,286

from $36,150

Molding and Casting Workers

$28,808

from $45,690

After adjusting for AI risk, Molding and Casting Workers offers $4,522 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Farmworkers,

0

Unique to Molding

Combined Protection Strategy

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

Creativity
Social Intelligence
Decision Complexity
Regulatory Barriers
Farmworkers, Farm, Ranch, and Aquacultural AnimalsMolding and Casting Workers