Takeover Tracker
29%medium risk
Motorboat Operators
vs

59 shared · 23 different

core competencies

33%medium risk
Farmworkers, Farm, Ranch, and Aquacultural Animals

Side-by-Side Comparison

MetricMotorboat OperatorsFarmworkers, Farm, Ranch, and Aquacultural Animals
Risk Score29.4%32.8%
Risk TierMedium RiskMedium Risk
Risk Percentile35th55th
Tasks at Risk (>50%)5 / 1510 / 15
Median Salary$51,880$36,150
Employment2K35K

Skill Comparison

|

Sorted by largest difference

Customer and Personal Service
Spatial Orientation
Mechanical
Performing for or Working Directly with the Public
Far Vision
Controlling Machines and Processes
Transportation
Operating Vehicles, Mechanized Devices, or Equipment
Communicating with Persons Outside Organization
Auditory Attention
Public Safety and Security
English Language

Protective Factors

Higher values indicate stronger protection against AI displacement

Motorboat Operators

30%

total discount

Farmworkers, Farm, Ranch, and Aquacultural Animals

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Motorboat Operators

5 of 15 at risk
85%Arrange repairs, fuel, and supplies for vessels.
83%Report any observed navigational hazards to authorities.
70%Follow safety procedures to ensure the protection of passengers, cargo, and vessels.
65%Take depth soundings in turning basins.
59%Maintain desired courses, using compasses or electronic navigational aids.

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 -$15,730(-30%) vs Motorboat Operators
Motorboat OperatorsFarmworkers, Farm, Ranch, and Aquacultural Animals
10th
$31,970$27,110
25th
$39,860$31,220
Median
$51,880$36,150
75th
$68,490$44,280
90th
$82,330$51,840

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Motorboat Operators2028–2035
Farmworkers, Farm, Ranch, and Aquacultural Animals2028–2035
20242030203520402045

Motorboat Operators 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%)

Motorboat Operators

$36,643

from $51,880

Farmworkers, Farm, Ranch, and Aquacultural Animals

$24,286

from $36,150

After adjusting for AI risk, Motorboat Operators offers $12,357 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Motorboat

0

Unique to Farmworkers,

Combined Protection Strategy

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

Regulatory Barriers
Creativity
Social Intelligence
Fine Manipulation
Motorboat OperatorsFarmworkers, Farm, Ranch, and Aquacultural Animals
Find transitions from Motorboat OperatorsFind transitions from Farmworkers, Farm, Ranch, and Aquacultural Animals