Takeover Tracker
vs

69 shared · 24 different

core competencies

Side-by-Side Comparison

MetricCommercial DiversFarmworkers, Farm, Ranch, and Aquacultural Animals
Risk Score22.2%32.8%
Risk TierLow RiskMedium Risk
Risk Percentile12th55th
Tasks at Risk (>50%)7 / 1510 / 15
Median Salary$61,130$36,150
Employment3K35K

Skill Comparison

|

Sorted by largest difference

Mechanical
Building and Construction
Coordinating the Work and Activities of Others
Evaluating Information to Determine Compliance with Standards
Extent Flexibility
MathematicsAI-Vulnerable
Performing General Physical Activities
Documenting/Recording Information
Updating and Using Relevant Knowledge
Education and Training
Oral Expression
Gross Body Equilibrium

Protective Factors

Higher values indicate stronger protection against AI displacement

Commercial Divers

34%

total discount

Farmworkers, Farm, Ranch, and Aquacultural Animals

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Commercial Divers

7 of 15 at risk
84%Take appropriate safety precautions, such as monitoring dive lengths and depths and registering with authorities before diving expeditions begin.
61%Take test samples or photographs to assess the condition of vessels or structures.
57%Inspect and test docks, ships, buoyage systems, plant intakes or outflows, or underwater pipelines, cables, or sewers, using closed circuit television, still photography, and testing equipment.
55%Operate underwater video, sonar, recording, or related equipment to investigate underwater structures or marine life.
55%Inspect the condition of underwater steel or wood structures.

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 -$24,980(-41%) vs Commercial Divers
Commercial DiversFarmworkers, Farm, Ranch, and Aquacultural Animals
10th
$39,130$27,110
25th
$49,370$31,220
Median
$61,130$36,150
75th
$93,840$44,280
90th
$152,580$51,840

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Commercial Divers20282035
Farmworkers, Farm, Ranch, and Aquacultural Animals20282035
20242030203520402045

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

Risk-Adjusted Salary

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

Commercial Divers

$47,547

from $61,130

Farmworkers, Farm, Ranch, and Aquacultural Animals

$24,286

from $36,150

After adjusting for AI risk, Commercial Divers offers $23,261 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Commercial

0

Unique to Farmworkers,

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Social Intelligence
Creativity
Commercial DiversFarmworkers, Farm, Ranch, and Aquacultural Animals